notebooks/Gene_Expression.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Gene Expression Simple Demo\n",
    "\n",
    "This shows how to query BgeeDb gene expression data ingested in Monarch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "## Create an ontology factory in order to fetch Uberon\n",
    "from ontobio.ontol_factory import OntologyFactory\n",
    "\n",
    "ofactory = OntologyFactory()\n",
    "ont = ofactory.create(\"uberon\") "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "## Create a sub-ontology that excludes all relations other than is-a and part-of\n",
    "subont = ont.subontology(relations=['subClassOf', 'BFO:0000050'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "## Create an association factory to get mouse gene-expression associations (sourced from bgeedb)\n",
    "from ontobio.assoc_factory import AssociationSetFactory\n",
    "afactory = AssociationSetFactory()\n",
    "aset = afactory.create(ontology=subont, subject_category='gene', object_category='anatomy', taxon='NCBITaxon:10090')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[\"MGI:3646667 'Gm5134'\",\n",
       " \"MGI:1913305 'Sf3b6'\",\n",
       " \"MGI:3649022 'Rpl21-ps13'\",\n",
       " \"MGI:1353592 'Hacd1'\",\n",
       " \"MGI:3650210 'Gm13165'\"]"
      ]
     },
     "execution_count": 78,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# show first 5\n",
    "[\"{} '{}'\".format(g, aset.label(g)) for g in aset.subjects[:5]]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'UBERON:0002107'"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# fetch uberon term\n",
    "[liver] = ont.search('liver')\n",
    "liver"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[\"MGI:95590 'Ftl2-ps'\",\n",
       " \"MGI:1098641 'Wasf2'\",\n",
       " \"MGI:3644452 'Gm9083'\",\n",
       " \"MGI:3651858 'Gm11337'\",\n",
       " \"MGI:3702318 'Gm11989'\",\n",
       " \"MGI:1916396 'Gsdmd'\",\n",
       " \"MGI:2443767 'Aaas'\",\n",
       " \"MGI:2137698 'Ugt1a6a'\",\n",
       " \"MGI:1351659 'Abcg5'\",\n",
       " \"MGI:3705426 'Rpl21-ps15'\",\n",
       " \"MGI:1914745 'Tmem167b'\",\n",
       " \"MGI:1347249 'Psg16'\",\n",
       " \"MGI:3818630 'Sco2'\",\n",
       " \"MGI:1919235 'Acad10'\",\n",
       " \"MGI:3780170 'Gm2000'\",\n",
       " \"MGI:1343095 'Emc8'\",\n",
       " \"MGI:5454530 'Gm24753'\",\n",
       " \"MGI:3649027 'Gm7117'\",\n",
       " \"MGI:5454475 'Gm24698'\",\n",
       " \"MGI:4415000 'Gm16580'\",\n",
       " \"MGI:3646089 'Gm7803'\",\n",
       " \"MGI:97987 'Rnu3b3'\",\n",
       " \"MGI:1353433 'Timm8a1'\",\n",
       " \"MGI:3649865 'Rpl23a-ps14'\",\n",
       " \"MGI:106686 'Pon3'\",\n",
       " \"MGI:88216 'Btk'\",\n",
       " \"MGI:3704359 'Gm9803'\",\n",
       " \"MGI:3780980 'Gm2810'\",\n",
       " \"MGI:2140962 'Ugt2b34'\",\n",
       " \"MGI:2444981 'Phldb2'\",\n",
       " \"MGI:3644778 'Gm8738'\",\n",
       " \"MGI:88054 'Apoc2'\",\n",
       " \"MGI:3649201 'Gm12396'\",\n",
       " \"MGI:5451834 'Gm22057'\",\n",
       " \"MGI:1861354 'Apbb1ip'\",\n",
       " \"MGI:5804868 'Gm45753'\",\n",
       " \"MGI:891967 'Serpina1e'\",\n",
       " \"MGI:2138853 'AI182371'\",\n",
       " \"MGI:3041196 'Fam198a'\",\n",
       " \"MGI:1913761 'Chtop'\",\n",
       " \"MGI:3783208 'Gm15766'\",\n",
       " \"MGI:2385276 'Kctd15'\",\n",
       " \"MGI:1927868 'Pex14'\",\n",
       " \"MGI:1888526 'Xpo4'\",\n",
       " \"MGI:5455017 'Gm25240'\",\n",
       " \"MGI:1913534 'Gkn2'\",\n",
       " \"MGI:1930008 'Ghrl'\",\n",
       " \"MGI:2385008 'Ggact'\",\n",
       " \"MGI:1921821 'Kcnk16'\",\n",
       " \"MGI:96611 'Itgb2'\",\n",
       " \"MGI:894286 'P4ha2'\",\n",
       " \"MGI:5455293 'Gm25516'\",\n",
       " \"MGI:1922466 'Cep128'\",\n",
       " \"MGI:3645079 'Gm16470'\",\n",
       " \"MGI:3645628 'Gm8019'\",\n",
       " \"MGI:3647773 'Gm6498'\",\n",
       " \"MGI:3819557 'Snord83b'\",\n",
       " \"MGI:1914709 'Nvl'\",\n",
       " \"MGI:4937849 'Gm17022'\",\n",
       " \"MGI:3583955 'Rdh16f2'\",\n",
       " \"MGI:2138968 'Clp1'\",\n",
       " \"MGI:5453898 'Gm24121'\",\n",
       " \"MGI:1915442 'Leprotl1'\",\n",
       " \"MGI:3779824 'Gm8941'\",\n",
       " \"MGI:3650622 'Gm12338'\",\n",
       " \"MGI:2444508 'Fitm2'\",\n",
       " \"MGI:5455452 'Gm25675'\",\n",
       " \"MGI:5454373 'Gm24596'\",\n",
       " \"MGI:1096324 'Lst1'\",\n",
       " \"MGI:2159614 'Mia2'\",\n",
       " \"MGI:1918956 'Slc46a3'\",\n",
       " \"MGI:3649696 'Rps8-ps2'\",\n",
       " \"MGI:3644876 'Rps2-ps6'\",\n",
       " \"MGI:5453824 'Gm24047'\",\n",
       " \"MGI:3649769 'Gm12355'\",\n",
       " \"MGI:2445040 'Tyw3'\",\n",
       " \"MGI:5452129 'Gm22352'\",\n",
       " \"MGI:1196423 'Onecut1'\",\n",
       " \"MGI:97620 'Plg'\",\n",
       " \"MGI:3643679 'Gm8682'\",\n",
       " \"MGI:95856 'Gsta3'\",\n",
       " \"MGI:5455590 'Gm25813'\",\n",
       " \"MGI:3651301 'Gm14107'\",\n",
       " \"MGI:105103 'Rprl3'\",\n",
       " \"MGI:5454298 'Gm24521'\",\n",
       " \"MGI:1915951 'Ppp1r27'\",\n",
       " \"MGI:106636 'Atp5k'\",\n",
       " \"MGI:3704327 'Gm10182'\",\n",
       " \"MGI:3651595 'Gm11295'\",\n",
       " \"MGI:3652326 'Gm13902'\",\n",
       " \"MGI:3718464 'Mir291b'\",\n",
       " \"MGI:1918982 'Vps11'\",\n",
       " \"MGI:5454076 'Gm24299'\",\n",
       " \"MGI:1350917 'Rps3'\",\n",
       " \"MGI:1913638 'Cutc'\",\n",
       " \"MGI:1914195 'Sdha'\",\n",
       " \"MGI:1915254 'Tmem9b'\",\n",
       " \"MGI:3779470 'Ces1b'\",\n",
       " \"MGI:5454859 'Gm25082'\",\n",
       " \"MGI:1926264 'Tspan6'\",\n",
       " \"MGI:3651503 'Gm13862'\",\n",
       " \"MGI:95862 'Gstm4'\",\n",
       " \"MGI:2444947 'Mical2'\",\n",
       " \"MGI:5504138 'Gm27023'\",\n",
       " \"MGI:5453406 'Gm23629'\",\n",
       " \"MGI:3651534 'Gm12258'\",\n",
       " \"MGI:3705806 'Gm14536'\",\n",
       " \"MGI:1921611 '4931429L15Rik'\",\n",
       " \"MGI:3642824 'Rpl9-ps7'\",\n",
       " \"MGI:1278340 'Rpl21'\",\n",
       " \"MGI:4834232 'Mir3060'\",\n",
       " \"MGI:107508 'Ereg'\",\n",
       " \"MGI:88343 'Cd69'\",\n",
       " \"MGI:3650581 'Gm12419'\",\n",
       " \"MGI:3610314 'Scimp'\",\n",
       " \"MGI:1098779 'Cdk2ap2'\",\n",
       " \"MGI:2144766 'Slc25a47'\",\n",
       " \"MGI:2138935 'Fam102a'\",\n",
       " \"MGI:5434102 'Ftl1-ps2'\",\n",
       " \"MGI:1925560 '1810024B03Rik'\",\n",
       " \"MGI:3704487 'Amd-ps3'\",\n",
       " \"MGI:101921 'Ap2a1'\",\n",
       " \"MGI:2685672 'Gm826'\",\n",
       " \"MGI:3648378 'Sult2a5'\",\n",
       " \"MGI:3648883 'Rpl13a-ps1'\",\n",
       " \"MGI:1354945 'Plpp2'\",\n",
       " \"MGI:2146020 'Mief1'\",\n",
       " \"MGI:1921808 'Gvin1'\",\n",
       " \"MGI:2685015 'Mtg1'\",\n",
       " \"MGI:106499 'Ppih'\",\n",
       " \"MGI:4421912 'n-R5s67'\",\n",
       " \"MGI:3801856 'Gm15956'\",\n",
       " \"MGI:1336892 'Slc6a18'\",\n",
       " \"MGI:1914411 'Sclt1'\",\n",
       " \"MGI:1915871 'Mthfd2l'\",\n",
       " \"MGI:1919405 'Cenpn'\",\n",
       " \"MGI:3612471 'C330021F23Rik'\",\n",
       " \"MGI:5568573 'Rubie'\",\n",
       " \"MGI:3648788 'Gm5239'\",\n",
       " \"MGI:1352495 'Zfp385a'\",\n",
       " \"MGI:1914535 'Cwc27'\",\n",
       " \"MGI:3644274 'Gm5687'\",\n",
       " \"MGI:99501 'Fgb'\",\n",
       " \"MGI:2140940 'Acacb'\",\n",
       " \"MGI:5455514 'Gm25737'\",\n",
       " \"MGI:1922948 'Fam35a'\",\n",
       " \"MGI:2443301 'Slc35c1'\",\n",
       " \"MGI:1927086 'Ube4b'\",\n",
       " \"MGI:3819569 'Snord98'\",\n",
       " \"MGI:3651577 'Gm13666'\",\n",
       " \"MGI:98223 'Saa3'\",\n",
       " \"MGI:1270860 'Plscr2'\",\n",
       " \"MGI:1921138 'Ppp1r42'\",\n",
       " \"MGI:107180 'Elf1'\",\n",
       " \"MGI:3801877 'Uckl1os'\",\n",
       " \"MGI:3646659 'Fbxw24'\",\n",
       " \"MGI:1923113 'Clec4g'\",\n",
       " \"MGI:1916003 'Mybphl'\",\n",
       " \"MGI:98625 'Tcrg-C1'\",\n",
       " \"MGI:1918397 'Oxsm'\",\n",
       " \"MGI:1923890 '1700113H08Rik'\",\n",
       " \"MGI:1860137 'Gp9'\",\n",
       " \"MGI:99207 'Zfp60'\",\n",
       " \"MGI:5453219 'Gm23442'\",\n",
       " \"MGI:2142174 '4933405O20Rik'\",\n",
       " \"MGI:3809043 'Rps8-ps4'\",\n",
       " \"MGI:1914361 'Naaa'\",\n",
       " \"MGI:3643262 'Gm9392'\",\n",
       " \"MGI:1922264 '4930503B20Rik'\",\n",
       " \"MGI:101899 'Pla2g5'\",\n",
       " \"MGI:3650064 'Gm11517'\",\n",
       " \"MGI:3705509 'Gm14633'\",\n",
       " \"MGI:1933161 'Trim23'\",\n",
       " \"MGI:3643578 'Gm6793'\",\n",
       " \"MGI:1923301 'Ganc'\",\n",
       " \"MGI:3651124 'Gm12248'\",\n",
       " \"MGI:108414 'Pafah1b3'\",\n",
       " \"MGI:1194499 'Gsg1'\",\n",
       " \"MGI:3649243 'Gm13231'\",\n",
       " \"MGI:1914616 'Tmed11'\",\n",
       " \"MGI:1918436 '4933417D19Rik'\",\n",
       " \"MGI:3642408 'Gm10250'\",\n",
       " \"MGI:1926022 'Hhipl2'\",\n",
       " \"MGI:1196608 'Slc4a1ap'\",\n",
       " \"MGI:1346051 'Dut'\",\n",
       " \"MGI:1098533 'Ints9'\",\n",
       " \"MGI:3646055 'Gm5801'\",\n",
       " \"MGI:2140201 'Slc5a9'\",\n",
       " \"MGI:5456270 'Gm26493'\",\n",
       " \"MGI:5455464 'Gm25687'\",\n",
       " \"MGI:2444813 '9030617O03Rik'\",\n",
       " \"MGI:3579898 'Rhox8'\",\n",
       " \"MGI:3704480 'Gm10184'\",\n",
       " \"MGI:5452188 'Gm22411'\",\n",
       " \"MGI:1914830 'Lrrc18'\",\n",
       " \"MGI:1201780 'Atp6v1a'\",\n",
       " \"MGI:3642024 'Gm10722'\",\n",
       " \"MGI:2140910 'AI480526'\",\n",
       " \"MGI:1920603 'Actrt2'\",\n",
       " \"MGI:4421954 'n-R5s106'\",\n",
       " \"MGI:5455261 'Gm25484'\",\n",
       " \"MGI:1349763 'Dpysl2'\",\n",
       " \"MGI:1914391 'Fbxo5'\",\n",
       " \"MGI:1196368 'Carhsp1'\",\n",
       " \"MGI:5453712 'Gm23935'\",\n",
       " \"MGI:1924058 'Rpl18a'\",\n",
       " \"MGI:1923539 'Phf14'\",\n",
       " \"MGI:88518 'Cryba1'\",\n",
       " \"MGI:3644473 'Gm7335'\",\n",
       " \"MGI:1921406 'Acot12'\",\n",
       " \"MGI:99927 'mt-Atp6'\",\n",
       " \"MGI:3651700 'Gm11752'\",\n",
       " \"MGI:1922717 'Stpg4'\",\n",
       " \"MGI:3646150 'Gm7964'\",\n",
       " \"MGI:2146565 'Nsun3'\",\n",
       " \"MGI:104645 'Hsd3b5'\",\n",
       " \"MGI:103164 'Mif-ps3'\",\n",
       " \"MGI:109568 'Wbp4'\",\n",
       " \"MGI:3704271 'Gm9769'\",\n",
       " \"MGI:3641929 'Rps19-ps9'\",\n",
       " \"MGI:4937884 'Gm17057'\",\n",
       " \"MGI:108247 'Tdg'\",\n",
       " \"MGI:107741 'Pvr'\",\n",
       " \"MGI:1923274 'Gm11346'\",\n",
       " \"MGI:2387217 'Ift52'\",\n",
       " \"MGI:4937289 'Gm17655'\",\n",
       " \"MGI:5455766 'Gm25989'\",\n",
       " \"MGI:3644711 'Gm8163'\",\n",
       " \"MGI:1919335 'Osgepl1'\",\n",
       " \"MGI:5454593 'Gm24816'\",\n",
       " \"MGI:1929259 'Asic5'\",\n",
       " \"MGI:3643448 'Gm7931'\",\n",
       " \"MGI:3650377 'Gm12275'\",\n",
       " \"MGI:3648582 'Gm4895'\",\n",
       " \"MGI:3652029 'Gm11877'\",\n",
       " \"MGI:5456022 'Gm26245'\",\n",
       " \"MGI:3650191 'Gm14480'\",\n",
       " \"MGI:3649722 'Gm13007'\",\n",
       " \"MGI:3642342 'Gm10086'\",\n",
       " \"MGI:3650060 'Gm14269'\",\n",
       " \"MGI:97604 'Pklr'\",\n",
       " \"MGI:97810 'Ptprc'\",\n",
       " \"MGI:3780193 'Mup12'\",\n",
       " \"MGI:2385955 'Defb19'\",\n",
       " \"MGI:3650009 'Gm14052'\",\n",
       " \"MGI:1096353 'Khk'\",\n",
       " \"MGI:5521097 'Gm27254'\",\n",
       " \"MGI:1201607 'Blzf1'\",\n",
       " \"MGI:5452551 'Gm22774'\",\n",
       " \"MGI:5477346 'Gm26852'\",\n",
       " \"MGI:5453718 'Gm23941'\",\n",
       " \"MGI:3642193 'Rpl19-ps11'\",\n",
       " \"MGI:1919104 'Dpep3'\",\n",
       " \"MGI:1201387 'Nlk'\",\n",
       " \"MGI:2387642 'Cxcl17'\",\n",
       " \"MGI:107161 'Cst8'\",\n",
       " \"MGI:5456092 'Gm26315'\",\n",
       " \"MGI:96945 'Smcp'\",\n",
       " \"MGI:5454482 'Gm24705'\",\n",
       " \"MGI:5453509 'Gm23732'\",\n",
       " \"MGI:3819551 'Snord69'\",\n",
       " \"MGI:3801917 'Hopxos'\",\n",
       " \"MGI:2138953 'Fibcd1'\",\n",
       " \"MGI:3651545 'Rpsa-ps4'\",\n",
       " \"MGI:3030536 'Olfr702'\",\n",
       " \"MGI:5455227 'Gm25450'\",\n",
       " \"MGI:1933156 'Acox3'\",\n",
       " \"MGI:5455431 'Gm25654'\",\n",
       " \"MGI:3708729 'Gm9825'\",\n",
       " \"MGI:1915112 '2310033P09Rik'\",\n",
       " \"MGI:3651345 'Gm11450'\",\n",
       " \"MGI:3645317 'Gm16412'\",\n",
       " \"MGI:1913954 'Rbm4b'\",\n",
       " \"MGI:5453045 'Gm23268'\",\n",
       " \"MGI:1099439 'Stk10'\",\n",
       " \"MGI:2685142 'Olfm4'\",\n",
       " \"MGI:1913756 'Psmg3'\",\n",
       " \"MGI:3041188 'Fam69c'\",\n",
       " \"MGI:1925953 'Zfp972'\",\n",
       " \"MGI:1859822 'Crtam'\",\n",
       " \"MGI:5452880 'Gm23103'\",\n",
       " \"MGI:1917951 'Nipal1'\",\n",
       " \"MGI:1338820 'Bmp10'\",\n",
       " \"MGI:5452925 'Gm23148'\",\n",
       " \"MGI:97473 'Pah'\",\n",
       " \"MGI:3647751 'Gm4987'\",\n",
       " \"MGI:1917895 'Oip5'\",\n",
       " \"MGI:4421901 'n-R5s56'\",\n",
       " \"MGI:1888978 'Ntn4'\",\n",
       " \"MGI:2152844 'Slc2a9'\",\n",
       " \"MGI:88599 'Cyp2b13'\",\n",
       " \"MGI:99613 'Zap70'\",\n",
       " \"MGI:1339962 'Ftcd'\",\n",
       " \"MGI:88603 'Cyp2d11'\",\n",
       " \"ENSEMBL:ENSMUSG00000099077 'Ppp2r3d'\",\n",
       " \"MGI:5456072 'Gm26295'\",\n",
       " \"MGI:3648632 'Gm8814'\",\n",
       " \"MGI:3648561 'Gm9169'\",\n",
       " \"MGI:1929217 'Ap3s1-ps2'\",\n",
       " \"MGI:2385211 'Fam76a'\",\n",
       " \"MGI:2178742 'Stab1'\",\n",
       " \"MGI:1277143 'Gtf2h3'\",\n",
       " \"MGI:1920185 'Ddx41'\",\n",
       " \"MGI:1920648 'Nipsnap3a'\",\n",
       " \"MGI:2442629 'Mfsd7a'\",\n",
       " \"MGI:97429 'Oas1g'\",\n",
       " \"MGI:97178 'Map4'\",\n",
       " \"MGI:3645529 'Cyp21a2-ps'\",\n",
       " \"MGI:2679274 'Adck5'\",\n",
       " \"MGI:97828 'Pygb'\",\n",
       " \"MGI:5452140 'Gm22363'\",\n",
       " \"MGI:2385046 'Slc26a8'\",\n",
       " \"MGI:3644440 'Gm6175'\",\n",
       " \"MGI:5530773 'Mir6353'\",\n",
       " \"MGI:2442858 'Ddx58'\",\n",
       " \"MGI:3643116 'Gm8185'\",\n",
       " \"MGI:894689 'Ywhae'\",\n",
       " \"MGI:3652220 'Hnf1aos2'\",\n",
       " \"MGI:102504 'mt-Co1'\",\n",
       " \"MGI:3780550 'Mthfsl'\",\n",
       " \"MGI:104768 'Gast'\",\n",
       " \"MGI:3652081 'Rpsa-ps3'\",\n",
       " \"MGI:3704287 'Gm10175'\",\n",
       " \"MGI:3783229 'Gm15787'\",\n",
       " \"MGI:3644566 'Gm8731'\",\n",
       " \"MGI:3650777 'Gm14049'\",\n",
       " \"MGI:3651698 'Gm14239'\",\n",
       " \"MGI:109565 'Kmt2b'\",\n",
       " \"MGI:3037698 'Gm1840'\",\n",
       " \"MGI:3782787 'Gm4604'\",\n",
       " \"MGI:1921443 'Ccdc9'\",\n",
       " \"MGI:3779200 'Gm10985'\",\n",
       " \"MGI:103238 'Cyp2c29'\",\n",
       " \"MGI:5504161 'Gm27046'\",\n",
       " \"MGI:5455658 'Gm25881'\",\n",
       " \"MGI:1918017 'Prpf3'\",\n",
       " \"MGI:2152878 'A1bg'\",\n",
       " \"MGI:4421983 'n-R5s127'\",\n",
       " \"MGI:4834247 'Mir3074-1'\",\n",
       " \"MGI:3643593 'Gm8210'\",\n",
       " \"MGI:3612701 'Spdye4b'\",\n",
       " \"MGI:1914006 'Cfap97'\",\n",
       " \"MGI:3644851 'Gm7336'\",\n",
       " \"MGI:1914722 'Mtfr1'\",\n",
       " \"MGI:1915317 'Mrnip'\",\n",
       " \"MGI:106651 'Ly6e'\",\n",
       " \"MGI:3705695 'Gm14516'\",\n",
       " \"MGI:3650190 'Gm14286'\",\n",
       " \"MGI:3649910 'Gm11619'\",\n",
       " \"MGI:3651800 'Gm14373'\",\n",
       " \"MGI:2387201 'Yrdc'\",\n",
       " \"MGI:4415005 'Gm16585'\",\n",
       " \"MGI:5452548 'Gm22771'\",\n",
       " \"MGI:1918464 'Ppm1f'\",\n",
       " \"MGI:1920905 'Pex11g'\",\n",
       " \"MGI:95403 'Stom'\",\n",
       " \"MGI:5453837 'Gm24060'\",\n",
       " \"MGI:2148248 '1700102P08Rik'\",\n",
       " \"MGI:109266 'Gzma'\",\n",
       " \"MGI:1919519 'Cda'\",\n",
       " \"MGI:2140998 'Ube3c'\",\n",
       " \"MGI:3649154 'Rps12-ps22'\",\n",
       " \"MGI:4422025 'n-R5s161'\",\n",
       " \"MGI:3708759 'Gm10602'\",\n",
       " \"MGI:3629652 'Mir697'\",\n",
       " \"MGI:1925106 'Ankrd66'\",\n",
       " \"MGI:3834078 'Gm15832'\",\n",
       " \"MGI:2443977 'Gchfr'\",\n",
       " \"MGI:3651407 'Gm13363'\",\n",
       " \"MGI:88540 'Csn1s1'\",\n",
       " \"MGI:2385053 'Rrp36'\",\n",
       " \"MGI:3649935 'Gm13320'\",\n",
       " \"MGI:2444029 'Ankrd52'\",\n",
       " \"MGI:1913362 'Marc1'\",\n",
       " \"MGI:1922942 'Nr2c2ap'\",\n",
       " \"MGI:2180203 'Tmlhe'\",\n",
       " \"MGI:102475 'mt-Ts1'\",\n",
       " \"MGI:1931463 'Sult5a1'\",\n",
       " \"MGI:2142208 'Faap24'\",\n",
       " \"MGI:3651653 'Gm11285'\",\n",
       " \"MGI:4421907 'n-R5s62'\",\n",
       " \"MGI:3651744 'Gm13141'\",\n",
       " \"MGI:5452530 'Gm22753'\",\n",
       " \"MGI:2384812 'Lpcat1'\",\n",
       " \"MGI:1353627 'Angptl3'\",\n",
       " \"MGI:5531399 'Gm28017'\",\n",
       " \"MGI:102563 'Dct'\",\n",
       " \"MGI:1914652 'Txndc8'\",\n",
       " \"MGI:3646907 'Gm6563'\",\n",
       " \"MGI:3643270 'Gm9386'\",\n",
       " \"MGI:3652270 'Gm13012'\",\n",
       " \"MGI:96676 'Kin'\",\n",
       " \"MGI:5530897 'Mir7060'\",\n",
       " \"MGI:3649301 'Gm13577'\",\n",
       " \"MGI:109254 'Gzmf'\",\n",
       " \"MGI:1915271 'Bphl'\",\n",
       " \"MGI:5521072 'Zfp-ps'\",\n",
       " \"MGI:5530891 'Gm27509'\",\n",
       " \"MGI:2181510 'Dhrsx'\",\n",
       " \"MGI:2449939 'Zgpat'\",\n",
       " \"MGI:99500 'Ephx2'\",\n",
       " \"MGI:5453401 'Gm23624'\",\n",
       " \"MGI:3782245 'Gm4070'\",\n",
       " \"MGI:3643790 'Gm5451'\",\n",
       " \"MGI:2387153 'Npb'\",\n",
       " \"MGI:3652235 'Rps19-ps7'\",\n",
       " \"MGI:1913449 'Commd4'\",\n",
       " \"MGI:3782973 'Gm15526'\",\n",
       " \"MGI:3650507 'Gm11868'\",\n",
       " \"MGI:1202298 'Nmt2'\",\n",
       " \"MGI:3782325 'Gm4149'\",\n",
       " \"MGI:1914282 'Snapc5'\",\n",
       " \"MGI:97766 'Prm2'\",\n",
       " \"MGI:3651418 'Gm11893'\",\n",
       " \"MGI:1341284 'Scnm1'\",\n",
       " \"MGI:2444491 'Heatr3'\",\n",
       " \"MGI:1347055 'Vnn3'\",\n",
       " \"MGI:1921587 'Palm3'\",\n",
       " \"MGI:5452105 'Gm22328'\",\n",
       " \"MGI:2445042 'A230107N01Rik'\",\n",
       " \"MGI:1914246 'Ceacam11'\",\n",
       " \"MGI:3649742 'Gm12226'\",\n",
       " \"MGI:1891917 'Ywhab'\",\n",
       " \"MGI:107283 'Rab6b'\",\n",
       " \"MGI:1315204 'Slc40a1'\",\n",
       " \"MGI:1913315 'Hsd17b14'\",\n",
       " \"MGI:1921272 'Glyr1'\",\n",
       " \"MGI:3032634 'Ugt1a5'\",\n",
       " \"MGI:3783155 'Gm15713'\",\n",
       " \"MGI:1922375 '4930513O06Rik'\",\n",
       " \"MGI:1914386 'Kbtbd4'\",\n",
       " \"MGI:97518 'Cdk18'\",\n",
       " \"MGI:3646708 'Gm16409'\",\n",
       " \"MGI:1934682 'Emc9'\",\n",
       " \"MGI:3652253 'Gm14414'\",\n",
       " \"MGI:3702407 'Gm14416'\",\n",
       " \"MGI:96018 'Hba-ps4'\",\n",
       " \"MGI:2442653 'Rbm48'\",\n",
       " \"MGI:2682318 'Zfp395'\",\n",
       " \"MGI:2148523 'Vmn1r29'\",\n",
       " \"MGI:1917473 'Nars'\",\n",
       " \"MGI:88095 'Serpinc1'\",\n",
       " \"MGI:2673990 'Vaultrc5'\",\n",
       " \"MGI:1915737 'Tmem140'\",\n",
       " \"MGI:1925680 'Prr9'\",\n",
       " \"MGI:1310000 'Kcnj15'\",\n",
       " \"MGI:3649994 'Gm13586'\",\n",
       " \"MGI:97370 'Enpp1'\",\n",
       " \"MGI:3779896 'Ccnb2-ps'\",\n",
       " \"MGI:1927099 'Rplp1'\",\n",
       " \"MGI:1915930 'Fitm1'\",\n",
       " \"MGI:2181366 'Capn8'\",\n",
       " \"MGI:3643411 'Gm5422'\",\n",
       " \"MGI:3648259 'Gm6768'\",\n",
       " \"MGI:5455354 'Gm25577'\",\n",
       " \"MGI:1918049 'Cep192'\",\n",
       " \"MGI:5455351 'Gm25574'\",\n",
       " \"MGI:1918249 'Naa40'\",\n",
       " \"MGI:5453825 'Gm24048'\",\n",
       " \"MGI:99182 'Zscan21'\",\n",
       " \"MGI:97849 'Rag2'\",\n",
       " \"MGI:105305 'Slc1a5'\",\n",
       " \"MGI:1914846 'Tespa1'\",\n",
       " \"MGI:1096868 'Cxcl5'\",\n",
       " \"MGI:97072 'Gbp4'\",\n",
       " \"MGI:3646665 'Gm5457'\",\n",
       " \"MGI:2384581 'Ces4a'\",\n",
       " \"MGI:3648043 'Rybp-ps'\",\n",
       " \"MGI:3645843 'Gm7765'\",\n",
       " \"MGI:3028580 'Cyp4a31'\",\n",
       " \"MGI:2446144 'March9'\",\n",
       " \"MGI:2445210 'Cyp4f39'\",\n",
       " \"MGI:3612288 'Cyp2c67'\",\n",
       " \"MGI:3651005 'Gm13436'\",\n",
       " \"MGI:5455059 'Gm25282'\",\n",
       " \"MGI:2674130 'Cnksr3'\",\n",
       " \"MGI:3711310 '9930111J21Rik2'\",\n",
       " \"MGI:5452978 'Gm23201'\",\n",
       " \"MGI:5454374 'Gm24597'\",\n",
       " \"MGI:96211 'Hp'\",\n",
       " \"MGI:1929278 'Tmem59'\",\n",
       " \"MGI:101788 'Cisd3'\",\n",
       " \"MGI:96247 'Hsp90ab1'\",\n",
       " \"MGI:2141165 'Kpna7'\",\n",
       " \"MGI:98812 'Tpmt'\",\n",
       " \"MGI:3651973 'Gm14101'\",\n",
       " \"MGI:109610 'Enc1'\",\n",
       " \"MGI:3651784 'Gm11878'\",\n",
       " \"MGI:3704291 'B230322F03Rik'\",\n",
       " \"MGI:1913378 'Mrps36'\",\n",
       " \"MGI:102501 'mt-Cytb'\",\n",
       " \"MGI:3704311 'Gm10284'\",\n",
       " \"MGI:1919193 'Tom1l1'\",\n",
       " \"MGI:95499 'Fcgr2b'\",\n",
       " \"MGI:3782952 'Rpl15-ps3'\",\n",
       " \"ENSEMBL:ENSMUSG00000097394 'AC109138.2'\",\n",
       " \"MGI:3644020 'Rpl7a-ps11'\",\n",
       " \"MGI:1101055 'Ifit3'\",\n",
       " \"MGI:1916804 'Klhdc2'\",\n",
       " \"MGI:1352481 'Znhit2'\",\n",
       " \"MGI:3643471 'Gm7493'\",\n",
       " \"MGI:3650525 'Gm11737'\",\n",
       " \"MGI:3819536 'Snord45c'\",\n",
       " \"MGI:3651086 'Gm13009'\",\n",
       " \"MGI:5455417 'Gm25640'\",\n",
       " \"MGI:1336161 'Klrc1'\",\n",
       " \"MGI:1099443 'Nnmt'\",\n",
       " \"MGI:3643814 'Gm4841'\",\n",
       " \"MGI:1914533 'Slc25a19'\",\n",
       " \"MGI:1913614 '2310009A05Rik'\",\n",
       " \"MGI:3702070 'Gm13697'\",\n",
       " \"MGI:5434024 'Gm21860'\",\n",
       " \"MGI:3652217 'Gm14130'\",\n",
       " \"MGI:5452525 'Gm22748'\",\n",
       " \"MGI:3643433 'Gm8062'\",\n",
       " \"MGI:1933177 'Pik3ap1'\",\n",
       " \"MGI:1923245 '5033417F24Rik'\",\n",
       " \"MGI:1338798 'S100a11'\",\n",
       " \"MGI:96963 'Mep1a'\",\n",
       " \"MGI:1915756 'Ctnnbip1'\",\n",
       " \"MGI:3044162 'Rsl1'\",\n",
       " \"MGI:109336 'Etv6'\",\n",
       " \"MGI:3704317 'Sap18b'\",\n",
       " \"MGI:3574098 'Xlr4a'\",\n",
       " \"MGI:5454748 'Gm24971'\",\n",
       " \"MGI:2685663 'Rbm44'\",\n",
       " \"MGI:2136976 'Cecr5'\",\n",
       " \"MGI:3643894 'Gm7091'\",\n",
       " \"MGI:1347023 'Txnrd2'\",\n",
       " \"MGI:3781073 'Gm2895'\",\n",
       " \"MGI:3648068 'Gm6091'\",\n",
       " \"MGI:3648656 'Gm5507'\",\n",
       " \"MGI:3651237 'Gm13767'\",\n",
       " \"MGI:1913741 'Polr2l'\",\n",
       " \"MGI:108100 'Dvl3'\",\n",
       " \"MGI:5453866 'Gm24089'\",\n",
       " \"MGI:3644269 'C1s2'\",\n",
       " \"MGI:3651485 'Gm12583'\",\n",
       " \"MGI:96269 'Ranbp1'\",\n",
       " \"MGI:1276109 'Cldn1'\",\n",
       " \"MGI:1261428 'Chchd2'\",\n",
       " \"MGI:3802001 'Gm16124'\",\n",
       " \"MGI:1925188 'Fam53b'\",\n",
       " \"MGI:1924139 'Coq8b'\",\n",
       " \"MGI:1915881 'Cryl1'\",\n",
       " \"MGI:1916476 'Snx24'\",\n",
       " \"MGI:1918355 'Mterf4'\",\n",
       " \"MGI:2159681 'Timd2'\",\n",
       " \"MGI:1924270 'Atl3'\",\n",
       " \"MGI:1919602 'Zfyve27'\",\n",
       " \"MGI:3644570 'Gm8724'\",\n",
       " \"MGI:96534 'Cd74'\",\n",
       " \"MGI:3649557 'Gm12366'\",\n",
       " \"MGI:1913844 'Uqcr11'\",\n",
       " \"MGI:1338074 'Ikbkg'\",\n",
       " \"MGI:88609 'Cyp3a11'\",\n",
       " \"MGI:3819548 'Snord66'\",\n",
       " \"MGI:1921373 'Foxp4'\",\n",
       " \"MGI:3647101 'Gm16368'\",\n",
       " \"MGI:3650890 'Gm13841'\",\n",
       " \"MGI:2182335 'Cables2'\",\n",
       " \"MGI:2384767 'BC023105'\",\n",
       " \"MGI:1914490 'Taok1'\",\n",
       " \"MGI:3644593 'Klhl33'\",\n",
       " \"MGI:3707464 'Gm15371'\",\n",
       " \"MGI:3652108 'Zeb2os'\",\n",
       " \"MGI:3650480 'Rpl36-ps8'\",\n",
       " \"MGI:5455269 'Gm25492'\",\n",
       " \"MGI:1924105 'Slc17a5'\",\n",
       " \"MGI:1914724 'Snap29'\",\n",
       " \"MGI:106402 'Tmem30a'\",\n",
       " \"MGI:2159680 'Havcr1'\",\n",
       " \"MGI:5452582 'Gm22805'\",\n",
       " \"MGI:3647980 'Gm5560'\",\n",
       " \"MGI:1202880 'Traf4'\",\n",
       " \"MGI:3842428 'Pisd-ps1'\",\n",
       " \"MGI:4421985 'n-R5s129'\",\n",
       " \"MGI:1915541 'Mto1'\",\n",
       " \"MGI:4421989 'n-R5s133'\",\n",
       " \"MGI:1923875 'Hoxd3os1'\",\n",
       " \"MGI:3782916 'Mup-ps4'\",\n",
       " \"MGI:105061 'Clcn2'\",\n",
       " \"MGI:5452356 'Gm22579'\",\n",
       " \"MGI:5451854 'Gm22077'\",\n",
       " \"MGI:2145043 'Cep170b'\",\n",
       " \"MGI:107784 'Zfp74'\",\n",
       " \"MGI:1346875 'Map3k4'\",\n",
       " \"MGI:3650297 'Gm11967'\",\n",
       " \"MGI:97876 'Rbp1'\",\n",
       " \"MGI:4422058 'n-R5s193'\",\n",
       " \"MGI:2443935 'Snapc4'\",\n",
       " \"MGI:1925300 '4930570N18Rik'\",\n",
       " \"MGI:2182838 'Serpina3f'\",\n",
       " \"MGI:1917115 'A1cf'\",\n",
       " \"MGI:3705193 'Gm15265'\",\n",
       " \"MGI:3645107 'Gm6506'\",\n",
       " \"MGI:2180021 'Cd207'\",\n",
       " \"MGI:1098791 'Sepsecs'\",\n",
       " \"MGI:1861694 'Cited4'\",\n",
       " \"MGI:3819500 'Snora31'\",\n",
       " \"MGI:4937017 'Gm17383'\",\n",
       " \"MGI:3783088 'Gm15644'\",\n",
       " \"MGI:2181434 'Phc3'\",\n",
       " \"MGI:4421968 'n-R5s118'\",\n",
       " \"MGI:3646919 'Fignl2'\",\n",
       " \"MGI:2140623 'Mob3c'\",\n",
       " \"MGI:1859559 'Slc22a7'\",\n",
       " \"MGI:3704247 'Rpl35a-ps5'\",\n",
       " \"MGI:88515 'Cryaa'\",\n",
       " \"MGI:5531285 'Gm27903'\",\n",
       " \"MGI:5453796 'Gm24019'\",\n",
       " \"MGI:3646005 'Gm5944'\",\n",
       " \"MGI:1925841 'Mir142hg'\",\n",
       " \"MGI:88057 'Apoe'\",\n",
       " \"MGI:2686991 'Tmem120a'\",\n",
       " \"MGI:3026615 'Mettl7a2'\",\n",
       " \"MGI:3650055 'Gm11972'\",\n",
       " \"MGI:3781847 'Gm3671'\",\n",
       " \"MGI:3704266 'Gm10243'\",\n",
       " \"MGI:4422029 'n-R5s165'\",\n",
       " \"MGI:3652005 'Gm12918'\",\n",
       " \"MGI:3819484 'Scarna2'\",\n",
       " \"MGI:1923839 'Unc5cl'\",\n",
       " \"MGI:4421886 'n-R5s41'\",\n",
       " \"MGI:2145733 'Cphx1'\",\n",
       " \"MGI:104913 'Abi1'\",\n",
       " \"MGI:2685587 'Vmo1'\",\n",
       " \"MGI:3619412 'Mir451a'\",\n",
       " \"MGI:3819504 'Snora36b'\",\n",
       " \"MGI:1313259 'Slfn1'\",\n",
       " \"MGI:3645365 'Gm9104'\",\n",
       " \"MGI:3030535 'Olfr701'\",\n",
       " \"MGI:3650107 'Gm14279'\",\n",
       " \"MGI:3782703 'Gm4518'\",\n",
       " \"MGI:1924242 'Fam219aos'\",\n",
       " \"MGI:3705781 'Rpl39-ps'\",\n",
       " \"MGI:1099464 'Ssr4'\",\n",
       " \"MGI:2385708 'Rin3'\",\n",
       " \"MGI:95392 'Eng'\",\n",
       " \"MGI:4421955 'n-R5s107'\",\n",
       " \"MGI:2136335 'Klhl1'\",\n",
       " \"MGI:2139790 'Clca4b'\",\n",
       " \"MGI:1916990 'Dph5'\",\n",
       " \"MGI:95561 'Flt4'\",\n",
       " \"MGI:97771 'Proc'\",\n",
       " \"MGI:4936934 'Gm17300'\",\n",
       " \"MGI:1925182 'Sh2d4b'\",\n",
       " \"MGI:5453656 'Gm23879'\",\n",
       " \"MGI:1916780 '2310002L09Rik'\",\n",
       " \"MGI:2146198 'Ttc38'\",\n",
       " \"MGI:1925246 'Cutal'\",\n",
       " \"MGI:3647437 'Rps11-ps5'\",\n",
       " \"MGI:5504031 'Gm26916'\",\n",
       " \"MGI:2385205 'Ipo13'\",\n",
       " \"MGI:1915646 'Nat8'\",\n",
       " \"MGI:3651234 'Rpsa-ps12'\",\n",
       " \"MGI:3645153 'Gm7389'\",\n",
       " \"MGI:3650208 'Gm13167'\",\n",
       " \"MGI:3605234 'BC049715'\",\n",
       " \"MGI:3704353 'Gm10145'\",\n",
       " \"MGI:2443267 'Agfg2'\",\n",
       " \"MGI:1341830 'Eif2ak3'\",\n",
       " \"MGI:4937850 'Gm17023'\",\n",
       " \"MGI:3643510 'Gm8807'\",\n",
       " \"MGI:1353496 'Slc25a5'\",\n",
       " \"MGI:3819521 'Snord13'\",\n",
       " \"MGI:5433902 'Gm21738'\",\n",
       " \"MGI:96244 'Hspa1a'\",\n",
       " \"MGI:1919016 'Raver1'\",\n",
       " \"MGI:3649470 'Gm13292'\",\n",
       " \"MGI:3805955 'Gm6043'\",\n",
       " \"MGI:3651428 'Gm13522'\",\n",
       " \"MGI:102503 'mt-Co2'\",\n",
       " \"MGI:3644689 'Gm8623'\",\n",
       " \"MGI:1858496 'Deaf1'\",\n",
       " \"MGI:2448403 'Hist1h2bl'\",\n",
       " \"MGI:2684919 'Gcnt4'\",\n",
       " \"MGI:3650675 'Rpl9-ps3'\",\n",
       " \"MGI:1923639 'Ankrd36'\",\n",
       " \"MGI:3647829 'Gm10382'\",\n",
       " \"MGI:1916946 '2310057N15Rik'\",\n",
       " \"MGI:3603817 'Appbp2os'\",\n",
       " \"MGI:3780066 'Gm9658'\",\n",
       " \"MGI:1931086 'Tusc2'\",\n",
       " \"MGI:1920949 'Ppp2r1b'\",\n",
       " \"MGI:5451833 'Gm22056'\",\n",
       " \"MGI:3650059 'Snhg15'\",\n",
       " \"MGI:3040693 'Zmiz1'\",\n",
       " \"MGI:1917004 'Fbxo7'\",\n",
       " \"MGI:2387894 'Snord87'\",\n",
       " \"MGI:1917685 'Inf2'\",\n",
       " \"MGI:5434641 'Gm21286'\",\n",
       " \"MGI:108093 'Bid'\",\n",
       " \"MGI:5455942 'Gm26165'\",\n",
       " \"MGI:3037684 'Gm1826'\",\n",
       " \"MGI:5452563 'Gm22786'\",\n",
       " \"MGI:2144284 'Inca1'\",\n",
       " \"MGI:3801722 'Gm15982'\",\n",
       " \"MGI:3648580 'Gm5863'\",\n",
       " \"MGI:1926005 'Fam122b'\",\n",
       " \"MGI:1916027 'Tmem53'\",\n",
       " \"MGI:2445363 'Serpinb1c'\",\n",
       " \"MGI:3649405 'Cd300ld2'\",\n",
       " \"MGI:1345092 'Pglyrp1'\",\n",
       " \"MGI:4439785 'Gm16861'\",\n",
       " \"MGI:103575 'Skp1a'\",\n",
       " \"MGI:4421952 'n-R5s104'\",\n",
       " \"MGI:3649802 'Rps11-ps3'\",\n",
       " \"MGI:3650081 'Rpl36-ps2'\",\n",
       " \"MGI:3704493 'Gm10053'\",\n",
       " \"MGI:1201409 'Pknox1'\",\n",
       " \"MGI:3652099 'Gm11586'\",\n",
       " \"MGI:1914267 'Fam210b'\",\n",
       " \"MGI:3650486 'Gm13121'\",\n",
       " \"MGI:2143702 'Enpp3'\",\n",
       " \"MGI:1891389 'Ccl27b'\",\n",
       " \"MGI:1918940 'Esm1'\",\n",
       " \"MGI:1929711 'Anapc7'\",\n",
       " \"MGI:2444345 'Acnat2'\",\n",
       " \"MGI:1921285 'Nol9'\",\n",
       " \"MGI:88597 'Cyp2a5'\",\n",
       " \"MGI:1923151 'Dcp1a'\",\n",
       " \"MGI:1918095 '4921508D12Rik'\",\n",
       " \"MGI:3606001 'Apol9a'\",\n",
       " \"MGI:2445168 'Elmod3'\",\n",
       " \"MGI:107932 'Ndufs6'\",\n",
       " \"MGI:3646431 'Rpl21-ps3'\",\n",
       " \"MGI:1916998 'Aldh16a1'\",\n",
       " \"MGI:5454744 'Gm24967'\",\n",
       " \"MGI:2141980 'Scaf1'\",\n",
       " \"MGI:1926230 'Treh'\",\n",
       " \"MGI:3649808 'Gm11703'\",\n",
       " \"MGI:96551 'Il2rg'\",\n",
       " \"MGI:3603401 'A230005M16Rik'\",\n",
       " \"MGI:1931870 'Zbtb22'\",\n",
       " \"MGI:3647234 'Rps15-ps2'\",\n",
       " \"MGI:3644333 'Gm8756'\",\n",
       " \"MGI:2443701 'B930095G15Rik'\",\n",
       " \"MGI:3645172 'Gm9242'\",\n",
       " \"MGI:1918141 'Spdya'\",\n",
       " \"MGI:3801728 'Gm16216'\",\n",
       " \"MGI:2442153 'Gak'\",\n",
       " \"MGI:3652124 'Gm11793'\",\n",
       " \"MGI:88384 'F9'\",\n",
       " \"MGI:3809525 'Gm9574'\",\n",
       " \"MGI:4414990 'Gm16570'\",\n",
       " \"MGI:103572 'Cebpe'\",\n",
       " \"MGI:4421965 'n-R5s115'\",\n",
       " \"MGI:2687281 'Fam105a'\",\n",
       " \"MGI:101782 'Scnn1a'\",\n",
       " \"MGI:2140260 'Pcsk9'\",\n",
       " \"MGI:700013 'Sorbs3'\",\n",
       " \"MGI:3648029 'Gm7658'\",\n",
       " \"MGI:96239 'Hsf2'\",\n",
       " \"MGI:104725 'Atn1'\",\n",
       " \"MGI:3646182 'Gm9385'\",\n",
       " \"MGI:4421733 'n-R5s1'\",\n",
       " \"MGI:103009 'Epb41l2'\",\n",
       " \"MGI:1315201 'Grcc10'\",\n",
       " \"MGI:3644263 'Gm8648'\",\n",
       " \"MGI:5453489 'Gm23712'\",\n",
       " \"MGI:3646180 'Gm6361'\",\n",
       " \"MGI:1916709 'Ubl7'\",\n",
       " \"MGI:109443 'Gtpbp1'\",\n",
       " \"MGI:1341171 'Cnmd'\",\n",
       " \"MGI:894407 'Tmem165'\",\n",
       " \"MGI:96513 'Igkv15-103'\",\n",
       " \"MGI:107750 'Dync1i2'\",\n",
       " \"MGI:5451819 'Gm22042'\",\n",
       " \"MGI:3781450 'Gm3272'\",\n",
       " \"MGI:4422013 'n-R5s151'\",\n",
       " \"MGI:5455409 'Gm25632'\",\n",
       " \"MGI:1919485 '1700021J08Rik'\",\n",
       " \"MGI:1352754 'Clic4'\",\n",
       " \"MGI:3644824 'Gm5540'\",\n",
       " \"MGI:2142980 'Tmem266'\",\n",
       " \"MGI:1336888 'Prdx6b'\",\n",
       " \"MGI:3652245 'Gm12989'\",\n",
       " \"MGI:5455100 'Gm25323'\",\n",
       " \"MGI:1913788 'Rps19bp1'\",\n",
       " \"MGI:2142572 'Mtus1'\",\n",
       " \"MGI:1915244 'Mrps11'\",\n",
       " \"MGI:2139258 'Depdc7'\",\n",
       " \"MGI:2149905 'Ugt2a1'\",\n",
       " \"MGI:1915686 'Rpl34'\",\n",
       " \"MGI:4421910 'n-R5s65'\",\n",
       " \"MGI:107682 'Ppp1r14b'\",\n",
       " \"MGI:3781346 'Rpl35a-ps7'\",\n",
       " \"MGI:98105 'Rps12'\",\n",
       " \"MGI:5454285 'Gm24508'\",\n",
       " \"MGI:3645947 'Mrip-ps'\",\n",
       " \"MGI:5477264 'Gm26770'\",\n",
       " \"MGI:3650759 'Gm12715'\",\n",
       " \"MGI:3802118 'Mup-ps13'\",\n",
       " \"MGI:1306775 'Sucla2'\",\n",
       " \"MGI:1923580 'Sephs1'\",\n",
       " \"MGI:1355310 'Scly'\",\n",
       " \"MGI:1347354 'Homer2'\",\n",
       " \"MGI:3648534 'Gm8973'\",\n",
       " \"MGI:1923733 'Lmf1'\",\n",
       " \"MGI:4937867 'Gm17040'\",\n",
       " \"MGI:3644227 'Gm8991'\",\n",
       " \"MGI:5451977 'Gm22200'\",\n",
       " \"MGI:3645339 'Gm5866'\",\n",
       " \"MGI:1861232 'Clec4e'\",\n",
       " \"MGI:2182607 'Sdsl'\",\n",
       " \"MGI:88574 'Cybb'\",\n",
       " \"MGI:1344415 'Dmtf1'\",\n",
       " \"MGI:3705447 'Gm15267'\",\n",
       " \"MGI:3840152 'Gm16335'\",\n",
       " \"MGI:4936909 'Gm17275'\",\n",
       " \"MGI:3647495 'Gm7399'\",\n",
       " \"MGI:5434255 'Gapdh-ps15'\",\n",
       " \"MGI:2139607 'Usp53'\",\n",
       " \"MGI:3649489 'Gm12247'\",\n",
       " \"MGI:1354958 'Hs6st1'\",\n",
       " \"MGI:108057 'Rpl6'\",\n",
       " \"MGI:3643356 'Rpsa-ps2'\",\n",
       " \"MGI:2142985 'Xylb'\",\n",
       " \"MGI:2685590 'Rubcnl'\",\n",
       " \"MGI:2442443 'Fsd1l'\",\n",
       " \"MGI:2441932 'Prepl'\",\n",
       " \"MGI:3705885 'Rpl10a-ps1'\",\n",
       " \"MGI:95525 'Fgfr4'\",\n",
       " \"MGI:5454996 'Gm25219'\",\n",
       " \"MGI:97797 'Ptgs1'\",\n",
       " \"MGI:2442631 'Mob1a'\",\n",
       " \"MGI:109246 'Htr4'\",\n",
       " \"MGI:2139793 'Cept1'\",\n",
       " \"MGI:3650528 'Gm13017'\",\n",
       " \"MGI:2142885 'Cog8'\",\n",
       " \"MGI:5452840 'Gm23063'\",\n",
       " \"MGI:3783117 'Gm15675'\",\n",
       " \"MGI:5454950 'Gm25173'\",\n",
       " \"MGI:1860489 'Ptbp2'\",\n",
       " \"MGI:1333759 'Vmn1r51'\",\n",
       " \"MGI:2138271 'Gorab'\",\n",
       " \"MGI:3588216 'Ube2u'\",\n",
       " \"MGI:4414979 'Gm16559'\",\n",
       " \"MGI:2443194 'Harbi1'\",\n",
       " \"MGI:1923822 'Rbmxl2'\",\n",
       " \"MGI:87886 'Chrna2'\",\n",
       " \"MGI:5000466 'Anpep'\",\n",
       " \"MGI:1914588 'Rffl'\",\n",
       " \"MGI:109501 'Crat'\",\n",
       " \"MGI:3645406 'Gm8430'\",\n",
       " \"MGI:3645521 'Gm4735'\",\n",
       " \"MGI:3583959 'Fam188b'\",\n",
       " \"MGI:5477043 'Gm26549'\",\n",
       " \"MGI:1913839 'Ube2v1'\",\n",
       " \"MGI:5456093 'Gm26316'\",\n",
       " \"MGI:3650465 'Gm13182'\",\n",
       " \"MGI:3649532 'Gm13675'\",\n",
       " \"MGI:2147707 'Kank1'\",\n",
       " \"MGI:1202069 'Cdk2ap1'\",\n",
       " \"MGI:1925558 'Gpr108'\",\n",
       " \"MGI:5455394 'Gm25617'\",\n",
       " \"MGI:3642592 'Gm10603'\",\n",
       " \"MGI:3644647 'Gm6071'\",\n",
       " \"MGI:98224 'Saa4'\",\n",
       " \"MGI:1924753 'Alg9'\",\n",
       " \"MGI:3651632 'Gm11222'\",\n",
       " \"MGI:3826530 'Gm16316'\",\n",
       " \"MGI:1913417 'Tma7'\",\n",
       " \"MGI:2442862 'Fcrl1'\",\n",
       " \"MGI:1918619 'Krtap16-3'\",\n",
       " \"MGI:2676794 'Mirlet7b'\",\n",
       " \"MGI:3704330 'Gm10177'\",\n",
       " \"MGI:2444308 'Atg4d'\",\n",
       " \"MGI:3651276 'Gm11628'\",\n",
       " \"MGI:96428 'Ifi203'\",\n",
       " \"MGI:1349215 'Abcd1'\",\n",
       " \"MGI:1923558 'Rab1b'\",\n",
       " \"MGI:1341879 'Zim1'\",\n",
       " \"MGI:5453132 'Gm23355'\",\n",
       " \"MGI:2685446 'Nuggc'\",\n",
       " \"MGI:3650968 'Gm12630'\",\n",
       " \"MGI:1927667 'Defb4'\",\n",
       " \"MGI:96930 'Mcc'\",\n",
       " \"MGI:1289308 'Tax1bp1'\",\n",
       " \"MGI:109240 'Ube2l3'\",\n",
       " \"MGI:2441809 'A530099J19Rik'\",\n",
       " \"MGI:1933114 'Bcl9l'\",\n",
       " \"MGI:1929237 'Pus1'\",\n",
       " \"MGI:1914498 'Rpl39'\",\n",
       " \"MGI:2144158 'Nudcd3'\",\n",
       " \"MGI:3651491 'Gm13864'\",\n",
       " \"MGI:3705508 'Gm14648'\",\n",
       " \"MGI:109544 'Aim1'\",\n",
       " \"MGI:5313104 'Gm20657'\",\n",
       " \"MGI:5452900 'Gm23123'\",\n",
       " \"MGI:1353636 'Abt1'\",\n",
       " \"MGI:5477078 'Gm26584'\",\n",
       " \"MGI:4421975 'n-R5s123'\",\n",
       " \"MGI:3704189 'Rpl31-ps14'\",\n",
       " \"MGI:2387430 'Trim60'\",\n",
       " \"MGI:2138584 'Gigyf2'\",\n",
       " \"MGI:2388477 'Igsf11'\",\n",
       " \"MGI:104803 'Siae'\",\n",
       " \"MGI:105932 'Inhbc'\",\n",
       " \"MGI:1925678 'Pym1'\",\n",
       " \"MGI:2142489 'Ido2'\",\n",
       " \"MGI:1914346 'Mmachc'\",\n",
       " \"MGI:1924356 'Tmem181a'\",\n",
       " \"MGI:3705279 'Gm14508'\",\n",
       " \"MGI:1916510 'Ing2'\",\n",
       " \"MGI:3648357 'Gm7393'\",\n",
       " \"MGI:3779224 'Gm11008'\",\n",
       " \"MGI:1921519 '1700063H04Rik'\",\n",
       " \"MGI:104717 'Meis1'\",\n",
       " \"MGI:1354698 'Fbxw4'\",\n",
       " \"MGI:1352464 'Nr1h4'\",\n",
       " \"MGI:1919338 'Ush1c'\",\n",
       " \"MGI:3651359 'Gm12508'\",\n",
       " \"MGI:1916255 'Ubald1'\",\n",
       " \"MGI:2444853 'Ttc26'\",\n",
       " \"MGI:1923434 'Abca6'\",\n",
       " \"MGI:1913904 'Tex12'\",\n",
       " \"MGI:1916796 'Mapk1ip1'\",\n",
       " \"MGI:4421990 'n-R5s134'\",\n",
       " \"MGI:3650419 'Snrpert'\",\n",
       " \"MGI:1913608 'Adprm'\",\n",
       " \"MGI:2443738 'BC022687'\",\n",
       " \"MGI:3643406 'Rps3a3'\",\n",
       " \"MGI:1921076 'Poldip3'\",\n",
       " \"MGI:107995 'Upf1'\",\n",
       " \"MGI:3650839 'Gm12168'\",\n",
       " \"MGI:1914120 'Serbp1'\",\n",
       " \"MGI:2141314 'Naa11'\",\n",
       " \"MGI:1922238 '4930480G23Rik'\",\n",
       " \"MGI:4439773 'Igkv12-46'\",\n",
       " \"MGI:3801742 'Gm14925'\",\n",
       " \"MGI:3576049 'Ugt1a2'\",\n",
       " \"MGI:3649338 'Gm12219'\",\n",
       " \"MGI:1915094 'Rab32'\",\n",
       " \"MGI:2683087 'Zhx2'\",\n",
       " \"MGI:4421986 'n-R5s130'\",\n",
       " \"MGI:2142048 'Rnf40'\",\n",
       " \"MGI:3649231 'Gm13199'\",\n",
       " \"MGI:3802009 'Gm16165'\",\n",
       " \"MGI:5456101 'Gm26324'\",\n",
       " \"MGI:1924029 'Cluap1'\",\n",
       " \"MGI:1891731 'Stub1'\",\n",
       " \"MGI:3782724 'Gm4540'\",\n",
       " \"MGI:2685586 'Cyb5d1'\",\n",
       " \"MGI:2444772 'Zhx3'\",\n",
       " \"MGI:109561 'Sp100'\",\n",
       " \"MGI:5454663 'Gm24886'\",\n",
       " \"MGI:97371 'Npr1'\",\n",
       " \"MGI:3641755 'Gm10804'\",\n",
       " \"MGI:5455565 'Gm25788'\",\n",
       " \"MGI:2386964 'St7l'\",\n",
       " \"MGI:4421933 'n-R5s85'\",\n",
       " \"MGI:1336212 'Ncr1'\",\n",
       " \"MGI:1921898 'S100pbp'\",\n",
       " \"MGI:3651313 'Gm11824'\",\n",
       " \"MGI:5531091 'Mir6986'\",\n",
       " \"MGI:1915207 'March5'\",\n",
       " \"MGI:5452882 'Gm23105'\",\n",
       " \"MGI:5313124 'Gm20677'\",\n",
       " \"MGI:1097706 'Cetn3'\",\n",
       " \"MGI:1929008 'Copz2'\",\n",
       " \"MGI:3650896 'Rpl26-ps5'\",\n",
       " \"MGI:1298386 'Tpd52l1'\",\n",
       " \"MGI:1914199 'Trim59'\",\n",
       " \"MGI:3648831 'Rpl31-ps16'\",\n",
       " \"MGI:102484 'mt-Ti'\",\n",
       " \"MGI:3646682 'Rpl13-ps3'\",\n",
       " \"MGI:3650227 'Gm13340'\",\n",
       " \"MGI:1919027 'Ing3'\",\n",
       " \"MGI:894668 'Serpinb9b'\",\n",
       " \"MGI:98815 'Crisp2'\",\n",
       " \"MGI:1915433 'Bcas2'\",\n",
       " \"MGI:2443764 'Iqcb1'\",\n",
       " \"MGI:2140175 'Ldlrap1'\",\n",
       " \"MGI:1926341 'Sult1d1'\",\n",
       " \"MGI:98287 'Srsf5'\",\n",
       " \"MGI:3652015 'Gm11410'\",\n",
       " \"MGI:3782979 'Gm15531'\",\n",
       " \"MGI:3641908 'Gm10073'\",\n",
       " \"MGI:1915500 'Fam96a'\",\n",
       " \"MGI:95420 'Ces1c'\",\n",
       " \"MGI:3643291 'Gm5436'\",\n",
       " \"MGI:95402 'Epb42'\",\n",
       " \"MGI:3648523 'Gm5453'\",\n",
       " \"MGI:3650664 'Gm13050'\",\n",
       " \"MGI:5452063 'Gm22286'\",\n",
       " \"MGI:1929878 'Smoc1'\",\n",
       " \"MGI:106362 'Sco1'\",\n",
       " \"MGI:3643695 'Gm8055'\",\n",
       " \"MGI:2141142 'Rpap2'\",\n",
       " \"MGI:2447166 'Cmtm7'\",\n",
       " \"MGI:3650588 'Gm12416'\",\n",
       " \"MGI:90168 'Dcaf11'\",\n",
       " \"MGI:3643810 'Zscan18'\",\n",
       " \"MGI:5456192 'Gm26415'\",\n",
       " \"MGI:1919057 'Tars2'\",\n",
       " \"MGI:1354184 'Nox4'\",\n",
       " \"MGI:98662 'Tec'\",\n",
       " \"MGI:3648477 'Gm14928'\",\n",
       " ...]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "liver_genes = aset.query([liver])\n",
    "[\"{} '{}'\".format(g, aset.label(g)) for g in liver_genes]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('MGI:95590', 'Ftl2-ps', 0.2),\n",
       " ('MGI:1098641', 'Wasf2', 0.25),\n",
       " ('MGI:3644452', 'Gm9083', 0.125),\n",
       " ('MGI:3651858', 'Gm11337', 1.0),\n",
       " ('MGI:3702318', 'Gm11989', 0.25),\n",
       " ('MGI:1916396', 'Gsdmd', 0.25),\n",
       " ('MGI:2443767', 'Aaas', 0.25),\n",
       " ('MGI:2137698', 'Ugt1a6a', 0.125),\n",
       " ('MGI:1351659', 'Abcg5', 0.2),\n",
       " ('MGI:3705426', 'Rpl21-ps15', 0.25),\n",
       " ('MGI:1914745', 'Tmem167b', 0.16666666666666666),\n",
       " ('MGI:1347249', 'Psg16', 0.25),\n",
       " ('MGI:3818630', 'Sco2', 0.2),\n",
       " ('MGI:1919235', 'Acad10', 0.09090909090909091),\n",
       " ('MGI:3780170', 'Gm2000', 0.3333333333333333),\n",
       " ('MGI:1343095', 'Emc8', 0.25),\n",
       " ('MGI:5454530', 'Gm24753', 0.5),\n",
       " ('MGI:3649027', 'Gm7117', 0.2),\n",
       " ('MGI:5454475', 'Gm24698', 0.3333333333333333),\n",
       " ('MGI:4415000', 'Gm16580', 0.16666666666666666),\n",
       " ('MGI:3646089', 'Gm7803', 0.14285714285714285),\n",
       " ('MGI:97987', 'Rnu3b3', 0.25),\n",
       " ('MGI:1353433', 'Timm8a1', 0.25),\n",
       " ('MGI:3649865', 'Rpl23a-ps14', 0.16666666666666666),\n",
       " ('MGI:106686', 'Pon3', 0.5),\n",
       " ('MGI:88216', 'Btk', 0.3333333333333333),\n",
       " ('MGI:3704359', 'Gm9803', 0.2),\n",
       " ('MGI:3780980', 'Gm2810', 0.16666666666666666),\n",
       " ('MGI:2140962', 'Ugt2b34', 0.3333333333333333),\n",
       " ('MGI:2444981', 'Phldb2', 0.2),\n",
       " ('MGI:3644778', 'Gm8738', 0.16666666666666666),\n",
       " ('MGI:88054', 'Apoc2', 0.2),\n",
       " ('MGI:3649201', 'Gm12396', 0.125),\n",
       " ('MGI:5451834', 'Gm22057', 0.5),\n",
       " ('MGI:1861354', 'Apbb1ip', 0.2),\n",
       " ('MGI:5804868', 'Gm45753', 1.0),\n",
       " ('MGI:891967', 'Serpina1e', 0.2),\n",
       " ('MGI:2138853', 'AI182371', 0.5),\n",
       " ('MGI:3041196', 'Fam198a', 0.25),\n",
       " ('MGI:1913761', 'Chtop', 0.16666666666666666),\n",
       " ('MGI:3783208', 'Gm15766', 0.14285714285714285),\n",
       " ('MGI:2385276', 'Kctd15', 0.2),\n",
       " ('MGI:1927868', 'Pex14', 0.14285714285714285),\n",
       " ('MGI:1888526', 'Xpo4', 0.09090909090909091),\n",
       " ('MGI:5455017', 'Gm25240', 0.5),\n",
       " ('MGI:1913534', 'Gkn2', 0.16666666666666666),\n",
       " ('MGI:1930008', 'Ghrl', 0.14285714285714285),\n",
       " ('MGI:2385008', 'Ggact', 0.25),\n",
       " ('MGI:1921821', 'Kcnk16', 0.3333333333333333),\n",
       " ('MGI:96611', 'Itgb2', 0.14285714285714285),\n",
       " ('MGI:894286', 'P4ha2', 0.25),\n",
       " ('MGI:5455293', 'Gm25516', 0.25),\n",
       " ('MGI:1922466', 'Cep128', 0.125),\n",
       " ('MGI:3645079', 'Gm16470', 0.25),\n",
       " ('MGI:3645628', 'Gm8019', 0.2),\n",
       " ('MGI:3647773', 'Gm6498', 0.3333333333333333),\n",
       " ('MGI:3819557', 'Snord83b', 0.16666666666666666),\n",
       " ('MGI:1914709', 'Nvl', 0.14285714285714285),\n",
       " ('MGI:4937849', 'Gm17022', 0.2),\n",
       " ('MGI:3583955', 'Rdh16f2', 0.16666666666666666),\n",
       " ('MGI:2138968', 'Clp1', 0.16666666666666666),\n",
       " ('MGI:5453898', 'Gm24121', 1.0),\n",
       " ('MGI:1915442', 'Leprotl1', 0.16666666666666666),\n",
       " ('MGI:3779824', 'Gm8941', 1.0),\n",
       " ('MGI:3650622', 'Gm12338', 0.2),\n",
       " ('MGI:2444508', 'Fitm2', 0.16666666666666666),\n",
       " ('MGI:5455452', 'Gm25675', 0.5),\n",
       " ('MGI:5454373', 'Gm24596', 0.3333333333333333),\n",
       " ('MGI:1096324', 'Lst1', 0.2),\n",
       " ('MGI:2159614', 'Mia2', 0.2),\n",
       " ('MGI:1918956', 'Slc46a3', 0.14285714285714285),\n",
       " ('MGI:3649696', 'Rps8-ps2', 0.125),\n",
       " ('MGI:3644876', 'Rps2-ps6', 0.2),\n",
       " ('MGI:5453824', 'Gm24047', 0.5),\n",
       " ('MGI:3649769', 'Gm12355', 0.2),\n",
       " ('MGI:2445040', 'Tyw3', 0.16666666666666666),\n",
       " ('MGI:5452129', 'Gm22352', 0.3333333333333333),\n",
       " ('MGI:1196423', 'Onecut1', 1.0),\n",
       " ('MGI:97620', 'Plg', 0.25),\n",
       " ('MGI:3643679', 'Gm8682', 0.2),\n",
       " ('MGI:95856', 'Gsta3', 0.16666666666666666),\n",
       " ('MGI:5455590', 'Gm25813', 0.3333333333333333),\n",
       " ('MGI:3651301', 'Gm14107', 0.5),\n",
       " ('MGI:105103', 'Rprl3', 0.25),\n",
       " ('MGI:5454298', 'Gm24521', 0.5),\n",
       " ('MGI:1915951', 'Ppp1r27', 0.3333333333333333),\n",
       " ('MGI:106636', 'Atp5k', 0.25),\n",
       " ('MGI:3704327', 'Gm10182', 0.125),\n",
       " ('MGI:3651595', 'Gm11295', 0.25),\n",
       " ('MGI:3652326', 'Gm13902', 0.3333333333333333),\n",
       " ('MGI:3718464', 'Mir291b', 0.16666666666666666),\n",
       " ('MGI:1918982', 'Vps11', 0.3333333333333333),\n",
       " ('MGI:5454076', 'Gm24299', 0.3333333333333333),\n",
       " ('MGI:1350917', 'Rps3', 0.125),\n",
       " ('MGI:1913638', 'Cutc', 0.14285714285714285),\n",
       " ('MGI:1914195', 'Sdha', 0.125),\n",
       " ('MGI:1915254', 'Tmem9b', 0.25),\n",
       " ('MGI:3779470', 'Ces1b', 0.3333333333333333),\n",
       " ('MGI:5454859', 'Gm25082', 0.16666666666666666),\n",
       " ('MGI:1926264', 'Tspan6', 0.2),\n",
       " ('MGI:3651503', 'Gm13862', 0.2),\n",
       " ('MGI:95862', 'Gstm4', 0.125),\n",
       " ('MGI:2444947', 'Mical2', 0.2),\n",
       " ('MGI:5504138', 'Gm27023', 0.14285714285714285),\n",
       " ('MGI:5453406', 'Gm23629', 1.0),\n",
       " ('MGI:3651534', 'Gm12258', 0.3333333333333333),\n",
       " ('MGI:3705806', 'Gm14536', 0.16666666666666666),\n",
       " ('MGI:1921611', '4931429L15Rik', 0.3333333333333333),\n",
       " ('MGI:3642824', 'Rpl9-ps7', 0.14285714285714285),\n",
       " ('MGI:1278340', 'Rpl21', 0.125),\n",
       " ('MGI:4834232', 'Mir3060', 1.0),\n",
       " ('MGI:107508', 'Ereg', 0.2),\n",
       " ('MGI:88343', 'Cd69', 0.16666666666666666),\n",
       " ('MGI:3650581', 'Gm12419', 0.2),\n",
       " ('MGI:3610314', 'Scimp', 0.3333333333333333),\n",
       " ('MGI:1098779', 'Cdk2ap2', 0.1111111111111111),\n",
       " ('MGI:2144766', 'Slc25a47', 0.125),\n",
       " ('MGI:2138935', 'Fam102a', 0.3333333333333333),\n",
       " ('MGI:5434102', 'Ftl1-ps2', 0.5),\n",
       " ('MGI:1925560', '1810024B03Rik', 0.16666666666666666),\n",
       " ('MGI:3704487', 'Amd-ps3', 0.25),\n",
       " ('MGI:101921', 'Ap2a1', 0.125),\n",
       " ('MGI:2685672', 'Gm826', 0.25),\n",
       " ('MGI:3648378', 'Sult2a5', 1.0),\n",
       " ('MGI:3648883', 'Rpl13a-ps1', 0.16666666666666666),\n",
       " ('MGI:1354945', 'Plpp2', 0.5),\n",
       " ('MGI:2146020', 'Mief1', 0.2),\n",
       " ('MGI:1921808', 'Gvin1', 0.125),\n",
       " ('MGI:2685015', 'Mtg1', 0.1111111111111111),\n",
       " ('MGI:106499', 'Ppih', 0.3333333333333333),\n",
       " ('MGI:4421912', 'n-R5s67', 0.2),\n",
       " ('MGI:3801856', 'Gm15956', 0.5),\n",
       " ('MGI:1336892', 'Slc6a18', 0.25),\n",
       " ('MGI:1914411', 'Sclt1', 0.1111111111111111),\n",
       " ('MGI:1915871', 'Mthfd2l', 0.25),\n",
       " ('MGI:1919405', 'Cenpn', 0.16666666666666666),\n",
       " ('MGI:3612471', 'C330021F23Rik', 0.3333333333333333),\n",
       " ('MGI:5568573', 'Rubie', 0.5),\n",
       " ('MGI:3648788', 'Gm5239', 0.2),\n",
       " ('MGI:1352495', 'Zfp385a', 0.14285714285714285),\n",
       " ('MGI:1914535', 'Cwc27', 0.125),\n",
       " ('MGI:3644274', 'Gm5687', 0.3333333333333333),\n",
       " ('MGI:99501', 'Fgb', 0.25),\n",
       " ('MGI:2140940', 'Acacb', 0.25),\n",
       " ('MGI:5455514', 'Gm25737', 0.3333333333333333),\n",
       " ('MGI:1922948', 'Fam35a', 0.25),\n",
       " ('MGI:2443301', 'Slc35c1', 0.25),\n",
       " ('MGI:1927086', 'Ube4b', 0.16666666666666666),\n",
       " ('MGI:3819569', 'Snord98', 0.5),\n",
       " ('MGI:3651577', 'Gm13666', 0.5),\n",
       " ('MGI:98223', 'Saa3', 0.25),\n",
       " ('MGI:1270860', 'Plscr2', 0.14285714285714285),\n",
       " ('MGI:1921138', 'Ppp1r42', 0.14285714285714285),\n",
       " ('MGI:107180', 'Elf1', 0.125),\n",
       " ('MGI:3801877', 'Uckl1os', 0.2),\n",
       " ('MGI:3646659', 'Fbxw24', 0.16666666666666666),\n",
       " ('MGI:1923113', 'Clec4g', 0.14285714285714285),\n",
       " ('MGI:1916003', 'Mybphl', 0.2),\n",
       " ('MGI:98625', 'Tcrg-C1', 0.3333333333333333),\n",
       " ('MGI:1918397', 'Oxsm', 0.16666666666666666),\n",
       " ('MGI:1923890', '1700113H08Rik', 0.2),\n",
       " ('MGI:1860137', 'Gp9', 0.25),\n",
       " ('MGI:99207', 'Zfp60', 0.3333333333333333),\n",
       " ('MGI:5453219', 'Gm23442', 0.2),\n",
       " ('MGI:2142174', '4933405O20Rik', 0.2),\n",
       " ('MGI:3809043', 'Rps8-ps4', 0.14285714285714285),\n",
       " ('MGI:1914361', 'Naaa', 0.16666666666666666),\n",
       " ('MGI:3643262', 'Gm9392', 0.25),\n",
       " ('MGI:1922264', '4930503B20Rik', 0.14285714285714285),\n",
       " ('MGI:101899', 'Pla2g5', 0.2),\n",
       " ('MGI:3650064', 'Gm11517', 0.5),\n",
       " ('MGI:3705509', 'Gm14633', 0.2),\n",
       " ('MGI:1933161', 'Trim23', 0.25),\n",
       " ('MGI:3643578', 'Gm6793', 0.14285714285714285),\n",
       " ('MGI:1923301', 'Ganc', 0.25),\n",
       " ('MGI:3651124', 'Gm12248', 0.5),\n",
       " ('MGI:108414', 'Pafah1b3', 0.1111111111111111),\n",
       " ('MGI:1194499', 'Gsg1', 0.5),\n",
       " ('MGI:3649243', 'Gm13231', 0.2),\n",
       " ('MGI:1914616', 'Tmed11', 0.25),\n",
       " ('MGI:1918436', '4933417D19Rik', 0.14285714285714285),\n",
       " ('MGI:3642408', 'Gm10250', 0.1111111111111111),\n",
       " ('MGI:1926022', 'Hhipl2', 0.25),\n",
       " ('MGI:1196608', 'Slc4a1ap', 0.14285714285714285),\n",
       " ('MGI:1346051', 'Dut', 0.16666666666666666),\n",
       " ('MGI:1098533', 'Ints9', 0.125),\n",
       " ('MGI:3646055', 'Gm5801', 1.0),\n",
       " ('MGI:2140201', 'Slc5a9', 0.2),\n",
       " ('MGI:5456270', 'Gm26493', 0.3333333333333333),\n",
       " ('MGI:5455464', 'Gm25687', 0.3333333333333333),\n",
       " ('MGI:2444813', '9030617O03Rik', 0.25),\n",
       " ('MGI:3579898', 'Rhox8', 1.0),\n",
       " ('MGI:3704480', 'Gm10184', 0.2),\n",
       " ('MGI:5452188', 'Gm22411', 1.0),\n",
       " ('MGI:1914830', 'Lrrc18', 0.16666666666666666),\n",
       " ('MGI:1201780', 'Atp6v1a', 0.25),\n",
       " ('MGI:3642024', 'Gm10722', 0.25),\n",
       " ('MGI:2140910', 'AI480526', 0.3333333333333333),\n",
       " ('MGI:1920603', 'Actrt2', 0.1111111111111111),\n",
       " ('MGI:4421954', 'n-R5s106', 0.2),\n",
       " ('MGI:5455261', 'Gm25484', 1.0),\n",
       " ('MGI:1349763', 'Dpysl2', 0.25),\n",
       " ('MGI:1914391', 'Fbxo5', 0.16666666666666666),\n",
       " ('MGI:1196368', 'Carhsp1', 0.14285714285714285),\n",
       " ('MGI:5453712', 'Gm23935', 0.16666666666666666),\n",
       " ('MGI:1924058', 'Rpl18a', 0.14285714285714285),\n",
       " ('MGI:1923539', 'Phf14', 0.2),\n",
       " ('MGI:88518', 'Cryba1', 0.125),\n",
       " ('MGI:3644473', 'Gm7335', 0.25),\n",
       " ('MGI:1921406', 'Acot12', 0.2),\n",
       " ('MGI:99927', 'mt-Atp6', 0.5),\n",
       " ('MGI:3651700', 'Gm11752', 1.0),\n",
       " ('MGI:1922717', 'Stpg4', 0.5),\n",
       " ('MGI:3646150', 'Gm7964', 0.2),\n",
       " ('MGI:2146565', 'Nsun3', 0.14285714285714285),\n",
       " ('MGI:104645', 'Hsd3b5', 0.14285714285714285),\n",
       " ('MGI:103164', 'Mif-ps3', 1.0),\n",
       " ('MGI:109568', 'Wbp4', 0.2),\n",
       " ('MGI:3704271', 'Gm9769', 0.3333333333333333),\n",
       " ('MGI:3641929', 'Rps19-ps9', 0.25),\n",
       " ('MGI:4937884', 'Gm17057', 0.5),\n",
       " ('MGI:108247', 'Tdg', 0.16666666666666666),\n",
       " ('MGI:107741', 'Pvr', 0.14285714285714285),\n",
       " ('MGI:1923274', 'Gm11346', 0.16666666666666666),\n",
       " ('MGI:2387217', 'Ift52', 0.2),\n",
       " ('MGI:4937289', 'Gm17655', 1.0),\n",
       " ('MGI:5455766', 'Gm25989', 0.3333333333333333),\n",
       " ('MGI:3644711', 'Gm8163', 0.2),\n",
       " ('MGI:1919335', 'Osgepl1', 0.2),\n",
       " ('MGI:5454593', 'Gm24816', 0.5),\n",
       " ('MGI:1929259', 'Asic5', 0.125),\n",
       " ('MGI:3643448', 'Gm7931', 0.25),\n",
       " ('MGI:3650377', 'Gm12275', 0.14285714285714285),\n",
       " ('MGI:3648582', 'Gm4895', 0.1),\n",
       " ('MGI:3652029', 'Gm11877', 0.25),\n",
       " ('MGI:5456022', 'Gm26245', 0.5),\n",
       " ('MGI:3650191', 'Gm14480', 0.25),\n",
       " ('MGI:3649722', 'Gm13007', 0.2),\n",
       " ('MGI:3642342', 'Gm10086', 0.3333333333333333),\n",
       " ('MGI:3650060', 'Gm14269', 0.3333333333333333),\n",
       " ('MGI:97604', 'Pklr', 0.25),\n",
       " ('MGI:97810', 'Ptprc', 0.125),\n",
       " ('MGI:3780193', 'Mup12', 1.0),\n",
       " ('MGI:2385955', 'Defb19', 0.14285714285714285),\n",
       " ('MGI:3650009', 'Gm14052', 0.25),\n",
       " ('MGI:1096353', 'Khk', 0.16666666666666666),\n",
       " ('MGI:5521097', 'Gm27254', 0.3333333333333333),\n",
       " ('MGI:1201607', 'Blzf1', 0.25),\n",
       " ('MGI:5452551', 'Gm22774', 0.2),\n",
       " ('MGI:5477346', 'Gm26852', 0.125),\n",
       " ('MGI:5453718', 'Gm23941', 0.5),\n",
       " ('MGI:3642193', 'Rpl19-ps11', 0.25),\n",
       " ('MGI:1919104', 'Dpep3', 0.2),\n",
       " ('MGI:1201387', 'Nlk', 0.16666666666666666),\n",
       " ('MGI:2387642', 'Cxcl17', 0.1111111111111111),\n",
       " ('MGI:107161', 'Cst8', 0.14285714285714285),\n",
       " ('MGI:5456092', 'Gm26315', 0.3333333333333333),\n",
       " ('MGI:96945', 'Smcp', 0.14285714285714285),\n",
       " ('MGI:5454482', 'Gm24705', 0.5),\n",
       " ('MGI:5453509', 'Gm23732', 0.5),\n",
       " ('MGI:3819551', 'Snord69', 0.5),\n",
       " ('MGI:3801917', 'Hopxos', 0.25),\n",
       " ('MGI:2138953', 'Fibcd1', 0.2),\n",
       " ('MGI:3651545', 'Rpsa-ps4', 0.14285714285714285),\n",
       " ('MGI:3030536', 'Olfr702', 0.5),\n",
       " ('MGI:5455227', 'Gm25450', 1.0),\n",
       " ('MGI:1933156', 'Acox3', 0.2),\n",
       " ('MGI:5455431', 'Gm25654', 0.5),\n",
       " ('MGI:3708729', 'Gm9825', 0.25),\n",
       " ('MGI:1915112', '2310033P09Rik', 0.16666666666666666),\n",
       " ('MGI:3651345', 'Gm11450', 0.25),\n",
       " ('MGI:3645317', 'Gm16412', 0.2),\n",
       " ('MGI:1913954', 'Rbm4b', 0.25),\n",
       " ('MGI:5453045', 'Gm23268', 0.25),\n",
       " ('MGI:1099439', 'Stk10', 0.16666666666666666),\n",
       " ('MGI:2685142', 'Olfm4', 0.25),\n",
       " ('MGI:1913756', 'Psmg3', 0.2),\n",
       " ('MGI:3041188', 'Fam69c', 0.25),\n",
       " ('MGI:1925953', 'Zfp972', 0.1111111111111111),\n",
       " ('MGI:1859822', 'Crtam', 0.2),\n",
       " ('MGI:5452880', 'Gm23103', 0.25),\n",
       " ('MGI:1917951', 'Nipal1', 0.125),\n",
       " ('MGI:1338820', 'Bmp10', 0.16666666666666666),\n",
       " ('MGI:5452925', 'Gm23148', 0.3333333333333333),\n",
       " ('MGI:97473', 'Pah', 0.14285714285714285),\n",
       " ('MGI:3647751', 'Gm4987', 0.2),\n",
       " ('MGI:1917895', 'Oip5', 0.25),\n",
       " ('MGI:4421901', 'n-R5s56', 0.5),\n",
       " ('MGI:1888978', 'Ntn4', 0.14285714285714285),\n",
       " ('MGI:2152844', 'Slc2a9', 0.25),\n",
       " ('MGI:88599', 'Cyp2b13', 0.5),\n",
       " ('MGI:99613', 'Zap70', 0.3333333333333333),\n",
       " ('MGI:1339962', 'Ftcd', 0.2),\n",
       " ('MGI:88603', 'Cyp2d11', 1.0),\n",
       " ('ENSEMBL:ENSMUSG00000099077', 'Ppp2r3d', 0.3333333333333333),\n",
       " ('MGI:5456072', 'Gm26295', 0.14285714285714285),\n",
       " ('MGI:3648632', 'Gm8814', 0.16666666666666666),\n",
       " ('MGI:3648561', 'Gm9169', 0.1),\n",
       " ('MGI:1929217', 'Ap3s1-ps2', 0.16666666666666666),\n",
       " ('MGI:2385211', 'Fam76a', 0.14285714285714285),\n",
       " ('MGI:2178742', 'Stab1', 0.2),\n",
       " ('MGI:1277143', 'Gtf2h3', 0.125),\n",
       " ('MGI:1920185', 'Ddx41', 0.3333333333333333),\n",
       " ('MGI:1920648', 'Nipsnap3a', 1.0),\n",
       " ('MGI:2442629', 'Mfsd7a', 0.3333333333333333),\n",
       " ('MGI:97429', 'Oas1g', 0.3333333333333333),\n",
       " ('MGI:97178', 'Map4', 0.16666666666666666),\n",
       " ('MGI:3645529', 'Cyp21a2-ps', 0.5),\n",
       " ('MGI:2679274', 'Adck5', 0.125),\n",
       " ('MGI:97828', 'Pygb', 0.2),\n",
       " ('MGI:5452140', 'Gm22363', 0.25),\n",
       " ('MGI:2385046', 'Slc26a8', 0.3333333333333333),\n",
       " ('MGI:3644440', 'Gm6175', 0.2),\n",
       " ('MGI:5530773', 'Mir6353', 1.0),\n",
       " ('MGI:2442858', 'Ddx58', 0.2),\n",
       " ('MGI:3643116', 'Gm8185', 0.125),\n",
       " ('MGI:894689', 'Ywhae', 0.3333333333333333),\n",
       " ('MGI:3652220', 'Hnf1aos2', 1.0),\n",
       " ('MGI:102504', 'mt-Co1', 0.125),\n",
       " ('MGI:3780550', 'Mthfsl', 0.14285714285714285),\n",
       " ('MGI:104768', 'Gast', 0.14285714285714285),\n",
       " ('MGI:3652081', 'Rpsa-ps3', 0.25),\n",
       " ('MGI:3704287', 'Gm10175', 0.2),\n",
       " ('MGI:3783229', 'Gm15787', 0.1),\n",
       " ('MGI:3644566', 'Gm8731', 0.3333333333333333),\n",
       " ('MGI:3650777', 'Gm14049', 0.2),\n",
       " ('MGI:3651698', 'Gm14239', 0.2),\n",
       " ('MGI:109565', 'Kmt2b', 0.2),\n",
       " ('MGI:3037698', 'Gm1840', 0.25),\n",
       " ('MGI:3782787', 'Gm4604', 0.2),\n",
       " ('MGI:1921443', 'Ccdc9', 0.16666666666666666),\n",
       " ('MGI:3779200', 'Gm10985', 0.5),\n",
       " ('MGI:103238', 'Cyp2c29', 0.16666666666666666),\n",
       " ('MGI:5504161', 'Gm27046', 0.2),\n",
       " ('MGI:5455658', 'Gm25881', 1.0),\n",
       " ('MGI:1918017', 'Prpf3', 0.1),\n",
       " ('MGI:2152878', 'A1bg', 0.5),\n",
       " ('MGI:4421983', 'n-R5s127', 0.25),\n",
       " ('MGI:4834247', 'Mir3074-1', 1.0),\n",
       " ('MGI:3643593', 'Gm8210', 0.14285714285714285),\n",
       " ('MGI:3612701', 'Spdye4b', 0.3333333333333333),\n",
       " ('MGI:1914006', 'Cfap97', 0.14285714285714285),\n",
       " ('MGI:3644851', 'Gm7336', 0.16666666666666666),\n",
       " ('MGI:1914722', 'Mtfr1', 0.25),\n",
       " ('MGI:1915317', 'Mrnip', 0.5),\n",
       " ('MGI:106651', 'Ly6e', 0.3333333333333333),\n",
       " ('MGI:3705695', 'Gm14516', 0.25),\n",
       " ('MGI:3650190', 'Gm14286', 0.25),\n",
       " ('MGI:3649910', 'Gm11619', 0.25),\n",
       " ('MGI:3651800', 'Gm14373', 1.0),\n",
       " ('MGI:2387201', 'Yrdc', 0.16666666666666666),\n",
       " ('MGI:4415005', 'Gm16585', 0.25),\n",
       " ('MGI:5452548', 'Gm22771', 0.3333333333333333),\n",
       " ('MGI:1918464', 'Ppm1f', 0.3333333333333333),\n",
       " ('MGI:1920905', 'Pex11g', 0.16666666666666666),\n",
       " ('MGI:95403', 'Stom', 0.16666666666666666),\n",
       " ('MGI:5453837', 'Gm24060', 0.3333333333333333),\n",
       " ('MGI:2148248', '1700102P08Rik', 0.14285714285714285),\n",
       " ('MGI:109266', 'Gzma', 0.3333333333333333),\n",
       " ('MGI:1919519', 'Cda', 0.2),\n",
       " ('MGI:2140998', 'Ube3c', 0.3333333333333333),\n",
       " ('MGI:3649154', 'Rps12-ps22', 0.16666666666666666),\n",
       " ('MGI:4422025', 'n-R5s161', 0.3333333333333333),\n",
       " ('MGI:3708759', 'Gm10602', 0.2),\n",
       " ('MGI:3629652', 'Mir697', 0.5),\n",
       " ('MGI:1925106', 'Ankrd66', 0.25),\n",
       " ('MGI:3834078', 'Gm15832', 0.2),\n",
       " ('MGI:2443977', 'Gchfr', 0.25),\n",
       " ('MGI:3651407', 'Gm13363', 0.2),\n",
       " ('MGI:88540', 'Csn1s1', 0.16666666666666666),\n",
       " ('MGI:2385053', 'Rrp36', 0.25),\n",
       " ('MGI:3649935', 'Gm13320', 0.16666666666666666),\n",
       " ('MGI:2444029', 'Ankrd52', 0.16666666666666666),\n",
       " ('MGI:1913362', 'Marc1', 0.2),\n",
       " ('MGI:1922942', 'Nr2c2ap', 0.3333333333333333),\n",
       " ('MGI:2180203', 'Tmlhe', 0.25),\n",
       " ('MGI:102475', 'mt-Ts1', 0.3333333333333333),\n",
       " ('MGI:1931463', 'Sult5a1', 0.16666666666666666),\n",
       " ('MGI:2142208', 'Faap24', 0.16666666666666666),\n",
       " ('MGI:3651653', 'Gm11285', 0.25),\n",
       " ('MGI:4421907', 'n-R5s62', 0.3333333333333333),\n",
       " ('MGI:3651744', 'Gm13141', 0.5),\n",
       " ('MGI:5452530', 'Gm22753', 0.14285714285714285),\n",
       " ('MGI:2384812', 'Lpcat1', 0.2),\n",
       " ('MGI:1353627', 'Angptl3', 0.1111111111111111),\n",
       " ('MGI:5531399', 'Gm28017', 0.5),\n",
       " ('MGI:102563', 'Dct', 0.16666666666666666),\n",
       " ('MGI:1914652', 'Txndc8', 0.16666666666666666),\n",
       " ('MGI:3646907', 'Gm6563', 0.14285714285714285),\n",
       " ('MGI:3643270', 'Gm9386', 0.25),\n",
       " ('MGI:3652270', 'Gm13012', 0.16666666666666666),\n",
       " ('MGI:96676', 'Kin', 0.2),\n",
       " ('MGI:5530897', 'Mir7060', 0.3333333333333333),\n",
       " ('MGI:3649301', 'Gm13577', 0.14285714285714285),\n",
       " ('MGI:109254', 'Gzmf', 0.25),\n",
       " ('MGI:1915271', 'Bphl', 0.14285714285714285),\n",
       " ('MGI:5521072', 'Zfp-ps', 1.0),\n",
       " ('MGI:5530891', 'Gm27509', 0.5),\n",
       " ('MGI:2181510', 'Dhrsx', 0.16666666666666666),\n",
       " ('MGI:2449939', 'Zgpat', 0.2),\n",
       " ('MGI:99500', 'Ephx2', 0.16666666666666666),\n",
       " ('MGI:5453401', 'Gm23624', 1.0),\n",
       " ('MGI:3782245', 'Gm4070', 0.3333333333333333),\n",
       " ('MGI:3643790', 'Gm5451', 0.09090909090909091),\n",
       " ('MGI:2387153', 'Npb', 1.0),\n",
       " ('MGI:3652235', 'Rps19-ps7', 0.25),\n",
       " ('MGI:1913449', 'Commd4', 0.14285714285714285),\n",
       " ('MGI:3782973', 'Gm15526', 0.2),\n",
       " ('MGI:3650507', 'Gm11868', 0.16666666666666666),\n",
       " ('MGI:1202298', 'Nmt2', 0.2),\n",
       " ('MGI:3782325', 'Gm4149', 0.25),\n",
       " ('MGI:1914282', 'Snapc5', 0.16666666666666666),\n",
       " ('MGI:97766', 'Prm2', 0.2),\n",
       " ('MGI:3651418', 'Gm11893', 0.2),\n",
       " ('MGI:1341284', 'Scnm1', 0.25),\n",
       " ('MGI:2444491', 'Heatr3', 0.2),\n",
       " ('MGI:1347055', 'Vnn3', 0.3333333333333333),\n",
       " ('MGI:1921587', 'Palm3', 0.25),\n",
       " ('MGI:5452105', 'Gm22328', 1.0),\n",
       " ('MGI:2445042', 'A230107N01Rik', 0.2),\n",
       " ('MGI:1914246', 'Ceacam11', 0.16666666666666666),\n",
       " ('MGI:3649742', 'Gm12226', 0.16666666666666666),\n",
       " ('MGI:1891917', 'Ywhab', 0.25),\n",
       " ('MGI:107283', 'Rab6b', 0.1111111111111111),\n",
       " ('MGI:1315204', 'Slc40a1', 0.16666666666666666),\n",
       " ('MGI:1913315', 'Hsd17b14', 0.14285714285714285),\n",
       " ('MGI:1921272', 'Glyr1', 0.3333333333333333),\n",
       " ('MGI:3032634', 'Ugt1a5', 0.5),\n",
       " ('MGI:3783155', 'Gm15713', 1.0),\n",
       " ('MGI:1922375', '4930513O06Rik', 0.3333333333333333),\n",
       " ('MGI:1914386', 'Kbtbd4', 0.2),\n",
       " ('MGI:97518', 'Cdk18', 0.2),\n",
       " ('MGI:3646708', 'Gm16409', 0.25),\n",
       " ('MGI:1934682', 'Emc9', 0.1111111111111111),\n",
       " ('MGI:3652253', 'Gm14414', 0.25),\n",
       " ('MGI:3702407', 'Gm14416', 0.2),\n",
       " ('MGI:96018', 'Hba-ps4', 0.5),\n",
       " ('MGI:2442653', 'Rbm48', 0.16666666666666666),\n",
       " ('MGI:2682318', 'Zfp395', 0.2),\n",
       " ('MGI:2148523', 'Vmn1r29', 0.5),\n",
       " ('MGI:1917473', 'Nars', 0.16666666666666666),\n",
       " ('MGI:88095', 'Serpinc1', 0.2),\n",
       " ('MGI:2673990', 'Vaultrc5', 0.25),\n",
       " ('MGI:1915737', 'Tmem140', 0.14285714285714285),\n",
       " ('MGI:1925680', 'Prr9', 0.2),\n",
       " ('MGI:1310000', 'Kcnj15', 0.2),\n",
       " ('MGI:3649994', 'Gm13586', 0.14285714285714285),\n",
       " ('MGI:97370', 'Enpp1', 0.14285714285714285),\n",
       " ('MGI:3779896', 'Ccnb2-ps', 0.16666666666666666),\n",
       " ('MGI:1927099', 'Rplp1', 0.1111111111111111),\n",
       " ('MGI:1915930', 'Fitm1', 0.25),\n",
       " ('MGI:2181366', 'Capn8', 0.2),\n",
       " ('MGI:3643411', 'Gm5422', 0.09090909090909091),\n",
       " ('MGI:3648259', 'Gm6768', 0.16666666666666666),\n",
       " ('MGI:5455354', 'Gm25577', 0.5),\n",
       " ('MGI:1918049', 'Cep192', 0.14285714285714285),\n",
       " ('MGI:5455351', 'Gm25574', 1.0),\n",
       " ('MGI:1918249', 'Naa40', 0.5),\n",
       " ('MGI:5453825', 'Gm24048', 0.25),\n",
       " ('MGI:99182', 'Zscan21', 0.3333333333333333),\n",
       " ('MGI:97849', 'Rag2', 0.5),\n",
       " ('MGI:105305', 'Slc1a5', 0.3333333333333333),\n",
       " ('MGI:1914846', 'Tespa1', 0.2),\n",
       " ('MGI:1096868', 'Cxcl5', 0.5),\n",
       " ('MGI:97072', 'Gbp4', 0.14285714285714285),\n",
       " ('MGI:3646665', 'Gm5457', 0.25),\n",
       " ('MGI:2384581', 'Ces4a', 0.125),\n",
       " ('MGI:3648043', 'Rybp-ps', 0.16666666666666666),\n",
       " ('MGI:3645843', 'Gm7765', 0.5),\n",
       " ('MGI:3028580', 'Cyp4a31', 0.25),\n",
       " ('MGI:2446144', 'March9', 0.16666666666666666),\n",
       " ('MGI:2445210', 'Cyp4f39', 0.2),\n",
       " ('MGI:3612288', 'Cyp2c67', 1.0),\n",
       " ('MGI:3651005', 'Gm13436', 0.2),\n",
       " ('MGI:5455059', 'Gm25282', 1.0),\n",
       " ('MGI:2674130', 'Cnksr3', 0.16666666666666666),\n",
       " ('MGI:3711310', '9930111J21Rik2', 0.25),\n",
       " ('MGI:5452978', 'Gm23201', 0.16666666666666666),\n",
       " ('MGI:5454374', 'Gm24597', 0.5),\n",
       " ('MGI:96211', 'Hp', 0.25),\n",
       " ('MGI:1929278', 'Tmem59', 0.2),\n",
       " ('MGI:101788', 'Cisd3', 0.1),\n",
       " ('MGI:96247', 'Hsp90ab1', 0.25),\n",
       " ('MGI:2141165', 'Kpna7', 0.16666666666666666),\n",
       " ('MGI:98812', 'Tpmt', 0.125),\n",
       " ('MGI:3651973', 'Gm14101', 1.0),\n",
       " ('MGI:109610', 'Enc1', 0.14285714285714285),\n",
       " ('MGI:3651784', 'Gm11878', 0.25),\n",
       " ('MGI:3704291', 'B230322F03Rik', 0.3333333333333333),\n",
       " ('MGI:1913378', 'Mrps36', 0.16666666666666666),\n",
       " ('MGI:102501', 'mt-Cytb', 0.125),\n",
       " ('MGI:3704311', 'Gm10284', 0.2),\n",
       " ('MGI:1919193', 'Tom1l1', 0.3333333333333333),\n",
       " ('MGI:95499', 'Fcgr2b', 0.16666666666666666),\n",
       " ('MGI:3782952', 'Rpl15-ps3', 0.25),\n",
       " ('ENSEMBL:ENSMUSG00000097394', 'AC109138.2', 0.2),\n",
       " ('MGI:3644020', 'Rpl7a-ps11', 0.16666666666666666),\n",
       " ('MGI:1101055', 'Ifit3', 0.1),\n",
       " ('MGI:1916804', 'Klhdc2', 0.14285714285714285),\n",
       " ('MGI:1352481', 'Znhit2', 0.25),\n",
       " ('MGI:3643471', 'Gm7493', 0.25),\n",
       " ('MGI:3650525', 'Gm11737', 0.3333333333333333),\n",
       " ('MGI:3819536', 'Snord45c', 0.5),\n",
       " ('MGI:3651086', 'Gm13009', 0.2),\n",
       " ('MGI:5455417', 'Gm25640', 0.25),\n",
       " ('MGI:1336161', 'Klrc1', 0.5),\n",
       " ('MGI:1099443', 'Nnmt', 0.25),\n",
       " ('MGI:3643814', 'Gm4841', 0.5),\n",
       " ('MGI:1914533', 'Slc25a19', 0.16666666666666666),\n",
       " ('MGI:1913614', '2310009A05Rik', 0.3333333333333333),\n",
       " ('MGI:3702070', 'Gm13697', 0.3333333333333333),\n",
       " ('MGI:5434024', 'Gm21860', 0.5),\n",
       " ('MGI:3652217', 'Gm14130', 0.2),\n",
       " ('MGI:5452525', 'Gm22748', 0.3333333333333333),\n",
       " ('MGI:3643433', 'Gm8062', 0.25),\n",
       " ('MGI:1933177', 'Pik3ap1', 0.25),\n",
       " ('MGI:1923245', '5033417F24Rik', 0.2),\n",
       " ('MGI:1338798', 'S100a11', 0.25),\n",
       " ('MGI:96963', 'Mep1a', 0.5),\n",
       " ('MGI:1915756', 'Ctnnbip1', 0.14285714285714285),\n",
       " ('MGI:3044162', 'Rsl1', 0.16666666666666666),\n",
       " ('MGI:109336', 'Etv6', 0.2),\n",
       " ('MGI:3704317', 'Sap18b', 0.16666666666666666),\n",
       " ('MGI:3574098', 'Xlr4a', 0.3333333333333333),\n",
       " ('MGI:5454748', 'Gm24971', 0.5),\n",
       " ('MGI:2685663', 'Rbm44', 0.25),\n",
       " ('MGI:2136976', 'Cecr5', 0.125),\n",
       " ('MGI:3643894', 'Gm7091', 0.16666666666666666),\n",
       " ('MGI:1347023', 'Txnrd2', 0.25),\n",
       " ('MGI:3781073', 'Gm2895', 0.5),\n",
       " ('MGI:3648068', 'Gm6091', 0.3333333333333333),\n",
       " ('MGI:3648656', 'Gm5507', 0.16666666666666666),\n",
       " ('MGI:3651237', 'Gm13767', 0.3333333333333333),\n",
       " ('MGI:1913741', 'Polr2l', 0.125),\n",
       " ('MGI:108100', 'Dvl3', 0.16666666666666666),\n",
       " ('MGI:5453866', 'Gm24089', 0.2),\n",
       " ('MGI:3644269', 'C1s2', 0.3333333333333333),\n",
       " ('MGI:3651485', 'Gm12583', 1.0),\n",
       " ('MGI:96269', 'Ranbp1', 0.06666666666666667),\n",
       " ('MGI:1276109', 'Cldn1', 0.25),\n",
       " ('MGI:1261428', 'Chchd2', 0.2),\n",
       " ('MGI:3802001', 'Gm16124', 0.14285714285714285),\n",
       " ('MGI:1925188', 'Fam53b', 0.14285714285714285),\n",
       " ('MGI:1924139', 'Coq8b', 0.16666666666666666),\n",
       " ('MGI:1915881', 'Cryl1', 0.16666666666666666),\n",
       " ('MGI:1916476', 'Snx24', 0.25),\n",
       " ('MGI:1918355', 'Mterf4', 0.2),\n",
       " ('MGI:2159681', 'Timd2', 0.25),\n",
       " ('MGI:1924270', 'Atl3', 0.16666666666666666),\n",
       " ('MGI:1919602', 'Zfyve27', 0.2),\n",
       " ('MGI:3644570', 'Gm8724', 0.14285714285714285),\n",
       " ('MGI:96534', 'Cd74', 0.14285714285714285),\n",
       " ('MGI:3649557', 'Gm12366', 0.2),\n",
       " ('MGI:1913844', 'Uqcr11', 0.125),\n",
       " ('MGI:1338074', 'Ikbkg', 0.16666666666666666),\n",
       " ('MGI:88609', 'Cyp3a11', 0.2),\n",
       " ('MGI:3819548', 'Snord66', 0.25),\n",
       " ('MGI:1921373', 'Foxp4', 0.5),\n",
       " ('MGI:3647101', 'Gm16368', 1.0),\n",
       " ('MGI:3650890', 'Gm13841', 0.3333333333333333),\n",
       " ('MGI:2182335', 'Cables2', 0.25),\n",
       " ('MGI:2384767', 'BC023105', 0.5),\n",
       " ('MGI:1914490', 'Taok1', 0.16666666666666666),\n",
       " ('MGI:3644593', 'Klhl33', 0.25),\n",
       " ('MGI:3707464', 'Gm15371', 1.0),\n",
       " ('MGI:3652108', 'Zeb2os', 0.14285714285714285),\n",
       " ('MGI:3650480', 'Rpl36-ps8', 0.2),\n",
       " ('MGI:5455269', 'Gm25492', 0.2),\n",
       " ('MGI:1924105', 'Slc17a5', 0.16666666666666666),\n",
       " ('MGI:1914724', 'Snap29', 0.16666666666666666),\n",
       " ('MGI:106402', 'Tmem30a', 0.16666666666666666),\n",
       " ('MGI:2159680', 'Havcr1', 0.14285714285714285),\n",
       " ('MGI:5452582', 'Gm22805', 1.0),\n",
       " ('MGI:3647980', 'Gm5560', 0.1111111111111111),\n",
       " ('MGI:1202880', 'Traf4', 0.16666666666666666),\n",
       " ('MGI:3842428', 'Pisd-ps1', 0.16666666666666666),\n",
       " ('MGI:4421985', 'n-R5s129', 0.3333333333333333),\n",
       " ('MGI:1915541', 'Mto1', 0.125),\n",
       " ('MGI:4421989', 'n-R5s133', 0.25),\n",
       " ('MGI:1923875', 'Hoxd3os1', 0.14285714285714285),\n",
       " ('MGI:3782916', 'Mup-ps4', 1.0),\n",
       " ('MGI:105061', 'Clcn2', 0.1111111111111111),\n",
       " ('MGI:5452356', 'Gm22579', 0.14285714285714285),\n",
       " ('MGI:5451854', 'Gm22077', 0.125),\n",
       " ('MGI:2145043', 'Cep170b', 0.25),\n",
       " ('MGI:107784', 'Zfp74', 0.25),\n",
       " ('MGI:1346875', 'Map3k4', 0.5),\n",
       " ('MGI:3650297', 'Gm11967', 0.5),\n",
       " ('MGI:97876', 'Rbp1', 0.16666666666666666),\n",
       " ('MGI:4422058', 'n-R5s193', 0.3333333333333333),\n",
       " ('MGI:2443935', 'Snapc4', 0.5),\n",
       " ('MGI:1925300', '4930570N18Rik', 0.5),\n",
       " ('MGI:2182838', 'Serpina3f', 0.3333333333333333),\n",
       " ('MGI:1917115', 'A1cf', 0.3333333333333333),\n",
       " ('MGI:3705193', 'Gm15265', 0.25),\n",
       " ('MGI:3645107', 'Gm6506', 0.25),\n",
       " ('MGI:2180021', 'Cd207', 0.1111111111111111),\n",
       " ('MGI:1098791', 'Sepsecs', 0.125),\n",
       " ('MGI:1861694', 'Cited4', 0.14285714285714285),\n",
       " ('MGI:3819500', 'Snora31', 0.125),\n",
       " ('MGI:4937017', 'Gm17383', 0.25),\n",
       " ('MGI:3783088', 'Gm15644', 0.3333333333333333),\n",
       " ('MGI:2181434', 'Phc3', 0.14285714285714285),\n",
       " ('MGI:4421968', 'n-R5s118', 0.3333333333333333),\n",
       " ('MGI:3646919', 'Fignl2', 0.16666666666666666),\n",
       " ('MGI:2140623', 'Mob3c', 0.14285714285714285),\n",
       " ('MGI:1859559', 'Slc22a7', 0.2),\n",
       " ('MGI:3704247', 'Rpl35a-ps5', 0.16666666666666666),\n",
       " ('MGI:88515', 'Cryaa', 0.2),\n",
       " ('MGI:5531285', 'Gm27903', 1.0),\n",
       " ('MGI:5453796', 'Gm24019', 0.3333333333333333),\n",
       " ('MGI:3646005', 'Gm5944', 0.3333333333333333),\n",
       " ('MGI:1925841', 'Mir142hg', 0.16666666666666666),\n",
       " ('MGI:88057', 'Apoe', 0.14285714285714285),\n",
       " ('MGI:2686991', 'Tmem120a', 0.16666666666666666),\n",
       " ('MGI:3026615', 'Mettl7a2', 0.3333333333333333),\n",
       " ('MGI:3650055', 'Gm11972', 0.2),\n",
       " ('MGI:3781847', 'Gm3671', 1.0),\n",
       " ('MGI:3704266', 'Gm10243', 0.2),\n",
       " ('MGI:4422029', 'n-R5s165', 0.25),\n",
       " ('MGI:3652005', 'Gm12918', 0.25),\n",
       " ('MGI:3819484', 'Scarna2', 0.16666666666666666),\n",
       " ('MGI:1923839', 'Unc5cl', 0.14285714285714285),\n",
       " ('MGI:4421886', 'n-R5s41', 0.5),\n",
       " ('MGI:2145733', 'Cphx1', 0.3333333333333333),\n",
       " ('MGI:104913', 'Abi1', 0.3333333333333333),\n",
       " ('MGI:2685587', 'Vmo1', 1.0),\n",
       " ('MGI:3619412', 'Mir451a', 0.5),\n",
       " ('MGI:3819504', 'Snora36b', 0.25),\n",
       " ('MGI:1313259', 'Slfn1', 0.3333333333333333),\n",
       " ('MGI:3645365', 'Gm9104', 0.1),\n",
       " ('MGI:3030535', 'Olfr701', 0.125),\n",
       " ('MGI:3650107', 'Gm14279', 0.16666666666666666),\n",
       " ('MGI:3782703', 'Gm4518', 0.125),\n",
       " ('MGI:1924242', 'Fam219aos', 0.16666666666666666),\n",
       " ('MGI:3705781', 'Rpl39-ps', 0.25),\n",
       " ('MGI:1099464', 'Ssr4', 0.16666666666666666),\n",
       " ('MGI:2385708', 'Rin3', 0.14285714285714285),\n",
       " ('MGI:95392', 'Eng', 0.16666666666666666),\n",
       " ('MGI:4421955', 'n-R5s107', 0.3333333333333333),\n",
       " ('MGI:2136335', 'Klhl1', 0.3333333333333333),\n",
       " ('MGI:2139790', 'Clca4b', 0.14285714285714285),\n",
       " ('MGI:1916990', 'Dph5', 0.16666666666666666),\n",
       " ('MGI:95561', 'Flt4', 0.16666666666666666),\n",
       " ('MGI:97771', 'Proc', 0.16666666666666666),\n",
       " ('MGI:4936934', 'Gm17300', 0.5),\n",
       " ('MGI:1925182', 'Sh2d4b', 0.3333333333333333),\n",
       " ('MGI:5453656', 'Gm23879', 1.0),\n",
       " ('MGI:1916780', '2310002L09Rik', 0.2),\n",
       " ('MGI:2146198', 'Ttc38', 0.25),\n",
       " ('MGI:1925246', 'Cutal', 0.1111111111111111),\n",
       " ('MGI:3647437', 'Rps11-ps5', 0.3333333333333333),\n",
       " ('MGI:5504031', 'Gm26916', 0.25),\n",
       " ('MGI:2385205', 'Ipo13', 0.3333333333333333),\n",
       " ('MGI:1915646', 'Nat8', 0.25),\n",
       " ('MGI:3651234', 'Rpsa-ps12', 0.2),\n",
       " ('MGI:3645153', 'Gm7389', 0.16666666666666666),\n",
       " ('MGI:3650208', 'Gm13167', 0.16666666666666666),\n",
       " ('MGI:3605234', 'BC049715', 0.5),\n",
       " ('MGI:3704353', 'Gm10145', 0.2),\n",
       " ('MGI:2443267', 'Agfg2', 0.125),\n",
       " ('MGI:1341830', 'Eif2ak3', 0.14285714285714285),\n",
       " ('MGI:4937850', 'Gm17023', 1.0),\n",
       " ('MGI:3643510', 'Gm8807', 0.3333333333333333),\n",
       " ('MGI:1353496', 'Slc25a5', 0.16666666666666666),\n",
       " ('MGI:3819521', 'Snord13', 0.25),\n",
       " ('MGI:5433902', 'Gm21738', 0.5),\n",
       " ('MGI:96244', 'Hspa1a', 0.2),\n",
       " ('MGI:1919016', 'Raver1', 0.25),\n",
       " ('MGI:3649470', 'Gm13292', 0.2),\n",
       " ('MGI:3805955', 'Gm6043', 0.25),\n",
       " ('MGI:3651428', 'Gm13522', 1.0),\n",
       " ('MGI:102503', 'mt-Co2', 0.25),\n",
       " ('MGI:3644689', 'Gm8623', 0.25),\n",
       " ('MGI:1858496', 'Deaf1', 0.25),\n",
       " ('MGI:2448403', 'Hist1h2bl', 0.14285714285714285),\n",
       " ('MGI:2684919', 'Gcnt4', 0.25),\n",
       " ('MGI:3650675', 'Rpl9-ps3', 0.3333333333333333),\n",
       " ('MGI:1923639', 'Ankrd36', 0.25),\n",
       " ('MGI:3647829', 'Gm10382', 0.3333333333333333),\n",
       " ('MGI:1916946', '2310057N15Rik', 0.3333333333333333),\n",
       " ('MGI:3603817', 'Appbp2os', 0.14285714285714285),\n",
       " ('MGI:3780066', 'Gm9658', 0.2),\n",
       " ('MGI:1931086', 'Tusc2', 0.25),\n",
       " ('MGI:1920949', 'Ppp2r1b', 0.14285714285714285),\n",
       " ('MGI:5451833', 'Gm22056', 0.5),\n",
       " ('MGI:3650059', 'Snhg15', 0.16666666666666666),\n",
       " ('MGI:3040693', 'Zmiz1', 0.25),\n",
       " ('MGI:1917004', 'Fbxo7', 0.1111111111111111),\n",
       " ('MGI:2387894', 'Snord87', 0.2),\n",
       " ('MGI:1917685', 'Inf2', 0.14285714285714285),\n",
       " ('MGI:5434641', 'Gm21286', 1.0),\n",
       " ('MGI:108093', 'Bid', 0.16666666666666666),\n",
       " ('MGI:5455942', 'Gm26165', 0.25),\n",
       " ('MGI:3037684', 'Gm1826', 0.2),\n",
       " ('MGI:5452563', 'Gm22786', 1.0),\n",
       " ('MGI:2144284', 'Inca1', 0.16666666666666666),\n",
       " ('MGI:3801722', 'Gm15982', 0.5),\n",
       " ('MGI:3648580', 'Gm5863', 0.25),\n",
       " ('MGI:1926005', 'Fam122b', 0.2),\n",
       " ('MGI:1916027', 'Tmem53', 0.14285714285714285),\n",
       " ('MGI:2445363', 'Serpinb1c', 1.0),\n",
       " ('MGI:3649405', 'Cd300ld2', 0.3333333333333333),\n",
       " ('MGI:1345092', 'Pglyrp1', 0.3333333333333333),\n",
       " ('MGI:4439785', 'Gm16861', 0.3333333333333333),\n",
       " ('MGI:103575', 'Skp1a', 0.125),\n",
       " ('MGI:4421952', 'n-R5s104', 0.25),\n",
       " ('MGI:3649802', 'Rps11-ps3', 0.3333333333333333),\n",
       " ('MGI:3650081', 'Rpl36-ps2', 0.25),\n",
       " ('MGI:3704493', 'Gm10053', 0.25),\n",
       " ('MGI:1201409', 'Pknox1', 0.25),\n",
       " ('MGI:3652099', 'Gm11586', 1.0),\n",
       " ('MGI:1914267', 'Fam210b', 0.25),\n",
       " ('MGI:3650486', 'Gm13121', 0.3333333333333333),\n",
       " ('MGI:2143702', 'Enpp3', 0.5),\n",
       " ('MGI:1891389', 'Ccl27b', 0.14285714285714285),\n",
       " ('MGI:1918940', 'Esm1', 0.125),\n",
       " ('MGI:1929711', 'Anapc7', 0.25),\n",
       " ('MGI:2444345', 'Acnat2', 0.3333333333333333),\n",
       " ('MGI:1921285', 'Nol9', 0.14285714285714285),\n",
       " ('MGI:88597', 'Cyp2a5', 0.3333333333333333),\n",
       " ('MGI:1923151', 'Dcp1a', 0.3333333333333333),\n",
       " ('MGI:1918095', '4921508D12Rik', 0.2),\n",
       " ('MGI:3606001', 'Apol9a', 0.3333333333333333),\n",
       " ('MGI:2445168', 'Elmod3', 0.1),\n",
       " ('MGI:107932', 'Ndufs6', 0.16666666666666666),\n",
       " ('MGI:3646431', 'Rpl21-ps3', 0.14285714285714285),\n",
       " ('MGI:1916998', 'Aldh16a1', 0.16666666666666666),\n",
       " ('MGI:5454744', 'Gm24967', 0.5),\n",
       " ('MGI:2141980', 'Scaf1', 0.25),\n",
       " ('MGI:1926230', 'Treh', 0.2),\n",
       " ('MGI:3649808', 'Gm11703', 0.14285714285714285),\n",
       " ('MGI:96551', 'Il2rg', 0.2),\n",
       " ('MGI:3603401', 'A230005M16Rik', 0.2),\n",
       " ('MGI:1931870', 'Zbtb22', 0.25),\n",
       " ('MGI:3647234', 'Rps15-ps2', 0.25),\n",
       " ('MGI:3644333', 'Gm8756', 0.3333333333333333),\n",
       " ('MGI:2443701', 'B930095G15Rik', 0.3333333333333333),\n",
       " ('MGI:3645172', 'Gm9242', 0.14285714285714285),\n",
       " ('MGI:1918141', 'Spdya', 0.2),\n",
       " ('MGI:3801728', 'Gm16216', 0.5),\n",
       " ('MGI:2442153', 'Gak', 0.2),\n",
       " ('MGI:3652124', 'Gm11793', 0.25),\n",
       " ('MGI:88384', 'F9', 0.3333333333333333),\n",
       " ('MGI:3809525', 'Gm9574', 0.5),\n",
       " ('MGI:4414990', 'Gm16570', 0.125),\n",
       " ('MGI:103572', 'Cebpe', 0.5),\n",
       " ('MGI:4421965', 'n-R5s115', 1.0),\n",
       " ('MGI:2687281', 'Fam105a', 0.3333333333333333),\n",
       " ('MGI:101782', 'Scnn1a', 0.5),\n",
       " ('MGI:2140260', 'Pcsk9', 0.25),\n",
       " ('MGI:700013', 'Sorbs3', 0.2),\n",
       " ('MGI:3648029', 'Gm7658', 0.16666666666666666),\n",
       " ('MGI:96239', 'Hsf2', 0.16666666666666666),\n",
       " ('MGI:104725', 'Atn1', 0.3333333333333333),\n",
       " ('MGI:3646182', 'Gm9385', 0.16666666666666666),\n",
       " ('MGI:4421733', 'n-R5s1', 0.25),\n",
       " ('MGI:103009', 'Epb41l2', 0.14285714285714285),\n",
       " ('MGI:1315201', 'Grcc10', 0.25),\n",
       " ('MGI:3644263', 'Gm8648', 0.3333333333333333),\n",
       " ('MGI:5453489', 'Gm23712', 0.25),\n",
       " ('MGI:3646180', 'Gm6361', 0.2),\n",
       " ('MGI:1916709', 'Ubl7', 0.14285714285714285),\n",
       " ('MGI:109443', 'Gtpbp1', 0.16666666666666666),\n",
       " ('MGI:1341171', 'Cnmd', 0.2),\n",
       " ('MGI:894407', 'Tmem165', 0.2),\n",
       " ('MGI:96513', 'Igkv15-103', 0.14285714285714285),\n",
       " ('MGI:107750', 'Dync1i2', 0.16666666666666666),\n",
       " ('MGI:5451819', 'Gm22042', 0.16666666666666666),\n",
       " ('MGI:3781450', 'Gm3272', 0.125),\n",
       " ('MGI:4422013', 'n-R5s151', 0.3333333333333333),\n",
       " ('MGI:5455409', 'Gm25632', 0.3333333333333333),\n",
       " ('MGI:1919485', '1700021J08Rik', 0.25),\n",
       " ('MGI:1352754', 'Clic4', 0.1111111111111111),\n",
       " ('MGI:3644824', 'Gm5540', 0.2),\n",
       " ('MGI:2142980', 'Tmem266', 0.2),\n",
       " ('MGI:1336888', 'Prdx6b', 0.2),\n",
       " ('MGI:3652245', 'Gm12989', 0.2),\n",
       " ('MGI:5455100', 'Gm25323', 0.3333333333333333),\n",
       " ('MGI:1913788', 'Rps19bp1', 0.25),\n",
       " ('MGI:2142572', 'Mtus1', 0.25),\n",
       " ('MGI:1915244', 'Mrps11', 0.2),\n",
       " ('MGI:2139258', 'Depdc7', 0.1),\n",
       " ('MGI:2149905', 'Ugt2a1', 0.14285714285714285),\n",
       " ('MGI:1915686', 'Rpl34', 0.16666666666666666),\n",
       " ('MGI:4421910', 'n-R5s65', 0.5),\n",
       " ('MGI:107682', 'Ppp1r14b', 0.14285714285714285),\n",
       " ('MGI:3781346', 'Rpl35a-ps7', 0.14285714285714285),\n",
       " ('MGI:98105', 'Rps12', 0.3333333333333333),\n",
       " ('MGI:5454285', 'Gm24508', 0.5),\n",
       " ('MGI:3645947', 'Mrip-ps', 0.14285714285714285),\n",
       " ('MGI:5477264', 'Gm26770', 1.0),\n",
       " ('MGI:3650759', 'Gm12715', 0.2),\n",
       " ('MGI:3802118', 'Mup-ps13', 1.0),\n",
       " ('MGI:1306775', 'Sucla2', 0.3333333333333333),\n",
       " ('MGI:1923580', 'Sephs1', 0.25),\n",
       " ('MGI:1355310', 'Scly', 0.3333333333333333),\n",
       " ('MGI:1347354', 'Homer2', 0.25),\n",
       " ('MGI:3648534', 'Gm8973', 0.3333333333333333),\n",
       " ('MGI:1923733', 'Lmf1', 0.14285714285714285),\n",
       " ('MGI:4937867', 'Gm17040', 0.5),\n",
       " ('MGI:3644227', 'Gm8991', 0.14285714285714285),\n",
       " ('MGI:5451977', 'Gm22200', 0.3333333333333333),\n",
       " ('MGI:3645339', 'Gm5866', 0.14285714285714285),\n",
       " ('MGI:1861232', 'Clec4e', 0.125),\n",
       " ('MGI:2182607', 'Sdsl', 0.16666666666666666),\n",
       " ('MGI:88574', 'Cybb', 0.125),\n",
       " ('MGI:1344415', 'Dmtf1', 0.14285714285714285),\n",
       " ('MGI:3705447', 'Gm15267', 0.25),\n",
       " ('MGI:3840152', 'Gm16335', 0.5),\n",
       " ('MGI:4936909', 'Gm17275', 0.2),\n",
       " ('MGI:3647495', 'Gm7399', 0.25),\n",
       " ('MGI:5434255', 'Gapdh-ps15', 0.1),\n",
       " ('MGI:2139607', 'Usp53', 0.2),\n",
       " ('MGI:3649489', 'Gm12247', 0.5),\n",
       " ('MGI:1354958', 'Hs6st1', 0.14285714285714285),\n",
       " ('MGI:108057', 'Rpl6', 0.5),\n",
       " ('MGI:3643356', 'Rpsa-ps2', 0.2),\n",
       " ('MGI:2142985', 'Xylb', 0.25),\n",
       " ('MGI:2685590', 'Rubcnl', 0.2),\n",
       " ('MGI:2442443', 'Fsd1l', 0.2),\n",
       " ('MGI:2441932', 'Prepl', 0.3333333333333333),\n",
       " ('MGI:3705885', 'Rpl10a-ps1', 0.2),\n",
       " ('MGI:95525', 'Fgfr4', 0.125),\n",
       " ('MGI:5454996', 'Gm25219', 0.5),\n",
       " ('MGI:97797', 'Ptgs1', 0.5),\n",
       " ('MGI:2442631', 'Mob1a', 0.16666666666666666),\n",
       " ('MGI:109246', 'Htr4', 0.2),\n",
       " ('MGI:2139793', 'Cept1', 0.25),\n",
       " ('MGI:3650528', 'Gm13017', 0.5),\n",
       " ('MGI:2142885', 'Cog8', 0.2),\n",
       " ('MGI:5452840', 'Gm23063', 0.5),\n",
       " ('MGI:3783117', 'Gm15675', 0.3333333333333333),\n",
       " ('MGI:5454950', 'Gm25173', 0.3333333333333333),\n",
       " ('MGI:1860489', 'Ptbp2', 0.14285714285714285),\n",
       " ('MGI:1333759', 'Vmn1r51', 0.16666666666666666),\n",
       " ('MGI:2138271', 'Gorab', 0.2),\n",
       " ('MGI:3588216', 'Ube2u', 0.1111111111111111),\n",
       " ('MGI:4414979', 'Gm16559', 1.0),\n",
       " ('MGI:2443194', 'Harbi1', 0.14285714285714285),\n",
       " ('MGI:1923822', 'Rbmxl2', 0.2),\n",
       " ('MGI:87886', 'Chrna2', 0.2),\n",
       " ('MGI:5000466', 'Anpep', 0.125),\n",
       " ('MGI:1914588', 'Rffl', 0.2),\n",
       " ('MGI:109501', 'Crat', 0.14285714285714285),\n",
       " ('MGI:3645406', 'Gm8430', 0.125),\n",
       " ('MGI:3645521', 'Gm4735', 0.3333333333333333),\n",
       " ('MGI:3583959', 'Fam188b', 0.2),\n",
       " ('MGI:5477043', 'Gm26549', 0.14285714285714285),\n",
       " ('MGI:1913839', 'Ube2v1', 0.16666666666666666),\n",
       " ('MGI:5456093', 'Gm26316', 0.125),\n",
       " ('MGI:3650465', 'Gm13182', 0.16666666666666666),\n",
       " ('MGI:3649532', 'Gm13675', 0.2),\n",
       " ('MGI:2147707', 'Kank1', 0.1111111111111111),\n",
       " ('MGI:1202069', 'Cdk2ap1', 0.2),\n",
       " ('MGI:1925558', 'Gpr108', 0.2),\n",
       " ('MGI:5455394', 'Gm25617', 0.25),\n",
       " ('MGI:3642592', 'Gm10603', 0.3333333333333333),\n",
       " ('MGI:3644647', 'Gm6071', 0.25),\n",
       " ('MGI:98224', 'Saa4', 0.2),\n",
       " ('MGI:1924753', 'Alg9', 0.25),\n",
       " ('MGI:3651632', 'Gm11222', 0.25),\n",
       " ('MGI:3826530', 'Gm16316', 0.2),\n",
       " ('MGI:1913417', 'Tma7', 0.125),\n",
       " ('MGI:2442862', 'Fcrl1', 0.5),\n",
       " ('MGI:1918619', 'Krtap16-3', 0.16666666666666666),\n",
       " ('MGI:2676794', 'Mirlet7b', 0.3333333333333333),\n",
       " ('MGI:3704330', 'Gm10177', 0.14285714285714285),\n",
       " ('MGI:2444308', 'Atg4d', 0.5),\n",
       " ('MGI:3651276', 'Gm11628', 0.5),\n",
       " ('MGI:96428', 'Ifi203', 0.2),\n",
       " ('MGI:1349215', 'Abcd1', 0.2),\n",
       " ('MGI:1923558', 'Rab1b', 0.16666666666666666),\n",
       " ('MGI:1341879', 'Zim1', 0.3333333333333333),\n",
       " ('MGI:5453132', 'Gm23355', 1.0),\n",
       " ('MGI:2685446', 'Nuggc', 0.5),\n",
       " ('MGI:3650968', 'Gm12630', 0.2),\n",
       " ('MGI:1927667', 'Defb4', 0.25),\n",
       " ('MGI:96930', 'Mcc', 0.2),\n",
       " ('MGI:1289308', 'Tax1bp1', 0.25),\n",
       " ('MGI:109240', 'Ube2l3', 0.1),\n",
       " ('MGI:2441809', 'A530099J19Rik', 0.1111111111111111),\n",
       " ('MGI:1933114', 'Bcl9l', 0.25),\n",
       " ('MGI:1929237', 'Pus1', 0.16666666666666666),\n",
       " ('MGI:1914498', 'Rpl39', 0.25),\n",
       " ('MGI:2144158', 'Nudcd3', 0.3333333333333333),\n",
       " ('MGI:3651491', 'Gm13864', 0.2),\n",
       " ('MGI:3705508', 'Gm14648', 0.125),\n",
       " ('MGI:109544', 'Aim1', 0.14285714285714285),\n",
       " ('MGI:5313104', 'Gm20657', 0.25),\n",
       " ('MGI:5452900', 'Gm23123', 0.5),\n",
       " ('MGI:1353636', 'Abt1', 0.2),\n",
       " ('MGI:5477078', 'Gm26584', 1.0),\n",
       " ('MGI:4421975', 'n-R5s123', 0.16666666666666666),\n",
       " ('MGI:3704189', 'Rpl31-ps14', 0.25),\n",
       " ('MGI:2387430', 'Trim60', 0.25),\n",
       " ('MGI:2138584', 'Gigyf2', 0.125),\n",
       " ('MGI:2388477', 'Igsf11', 0.25),\n",
       " ('MGI:104803', 'Siae', 0.2),\n",
       " ('MGI:105932', 'Inhbc', 0.25),\n",
       " ('MGI:1925678', 'Pym1', 0.2),\n",
       " ('MGI:2142489', 'Ido2', 0.3333333333333333),\n",
       " ('MGI:1914346', 'Mmachc', 0.25),\n",
       " ('MGI:1924356', 'Tmem181a', 0.14285714285714285),\n",
       " ('MGI:3705279', 'Gm14508', 0.3333333333333333),\n",
       " ('MGI:1916510', 'Ing2', 0.14285714285714285),\n",
       " ('MGI:3648357', 'Gm7393', 0.14285714285714285),\n",
       " ('MGI:3779224', 'Gm11008', 0.25),\n",
       " ('MGI:1921519', '1700063H04Rik', 0.5),\n",
       " ('MGI:104717', 'Meis1', 0.2),\n",
       " ('MGI:1354698', 'Fbxw4', 0.16666666666666666),\n",
       " ('MGI:1352464', 'Nr1h4', 0.2),\n",
       " ('MGI:1919338', 'Ush1c', 0.16666666666666666),\n",
       " ('MGI:3651359', 'Gm12508', 0.14285714285714285),\n",
       " ('MGI:1916255', 'Ubald1', 0.16666666666666666),\n",
       " ('MGI:2444853', 'Ttc26', 0.16666666666666666),\n",
       " ('MGI:1923434', 'Abca6', 0.16666666666666666),\n",
       " ('MGI:1913904', 'Tex12', 0.25),\n",
       " ('MGI:1916796', 'Mapk1ip1', 0.125),\n",
       " ('MGI:4421990', 'n-R5s134', 0.25),\n",
       " ('MGI:3650419', 'Snrpert', 0.25),\n",
       " ('MGI:1913608', 'Adprm', 0.125),\n",
       " ('MGI:2443738', 'BC022687', 0.2),\n",
       " ('MGI:3643406', 'Rps3a3', 0.16666666666666666),\n",
       " ('MGI:1921076', 'Poldip3', 0.3333333333333333),\n",
       " ('MGI:107995', 'Upf1', 0.3333333333333333),\n",
       " ('MGI:3650839', 'Gm12168', 0.2),\n",
       " ('MGI:1914120', 'Serbp1', 0.14285714285714285),\n",
       " ('MGI:2141314', 'Naa11', 0.25),\n",
       " ('MGI:1922238', '4930480G23Rik', 0.3333333333333333),\n",
       " ('MGI:4439773', 'Igkv12-46', 0.16666666666666666),\n",
       " ('MGI:3801742', 'Gm14925', 0.5),\n",
       " ('MGI:3576049', 'Ugt1a2', 1.0),\n",
       " ('MGI:3649338', 'Gm12219', 0.14285714285714285),\n",
       " ('MGI:1915094', 'Rab32', 0.25),\n",
       " ('MGI:2683087', 'Zhx2', 0.2),\n",
       " ('MGI:4421986', 'n-R5s130', 0.3333333333333333),\n",
       " ('MGI:2142048', 'Rnf40', 0.2),\n",
       " ('MGI:3649231', 'Gm13199', 0.16666666666666666),\n",
       " ('MGI:3802009', 'Gm16165', 0.3333333333333333),\n",
       " ('MGI:5456101', 'Gm26324', 1.0),\n",
       " ('MGI:1924029', 'Cluap1', 0.2),\n",
       " ('MGI:1891731', 'Stub1', 0.2),\n",
       " ('MGI:3782724', 'Gm4540', 0.16666666666666666),\n",
       " ('MGI:2685586', 'Cyb5d1', 0.3333333333333333),\n",
       " ('MGI:2444772', 'Zhx3', 0.25),\n",
       " ('MGI:109561', 'Sp100', 0.14285714285714285),\n",
       " ('MGI:5454663', 'Gm24886', 0.25),\n",
       " ('MGI:97371', 'Npr1', 0.14285714285714285),\n",
       " ('MGI:3641755', 'Gm10804', 0.5),\n",
       " ('MGI:5455565', 'Gm25788', 0.16666666666666666),\n",
       " ('MGI:2386964', 'St7l', 0.1111111111111111),\n",
       " ('MGI:4421933', 'n-R5s85', 1.0),\n",
       " ('MGI:1336212', 'Ncr1', 0.16666666666666666),\n",
       " ('MGI:1921898', 'S100pbp', 0.16666666666666666),\n",
       " ('MGI:3651313', 'Gm11824', 0.16666666666666666),\n",
       " ('MGI:5531091', 'Mir6986', 1.0),\n",
       " ('MGI:1915207', 'March5', 0.125),\n",
       " ('MGI:5452882', 'Gm23105', 0.2),\n",
       " ('MGI:5313124', 'Gm20677', 1.0),\n",
       " ('MGI:1097706', 'Cetn3', 0.5),\n",
       " ('MGI:1929008', 'Copz2', 1.0),\n",
       " ('MGI:3650896', 'Rpl26-ps5', 0.5),\n",
       " ('MGI:1298386', 'Tpd52l1', 0.14285714285714285),\n",
       " ('MGI:1914199', 'Trim59', 0.25),\n",
       " ('MGI:3648831', 'Rpl31-ps16', 0.14285714285714285),\n",
       " ('MGI:102484', 'mt-Ti', 0.3333333333333333),\n",
       " ('MGI:3646682', 'Rpl13-ps3', 0.125),\n",
       " ('MGI:3650227', 'Gm13340', 0.14285714285714285),\n",
       " ('MGI:1919027', 'Ing3', 0.2),\n",
       " ('MGI:894668', 'Serpinb9b', 0.25),\n",
       " ('MGI:98815', 'Crisp2', 0.14285714285714285),\n",
       " ('MGI:1915433', 'Bcas2', 0.25),\n",
       " ('MGI:2443764', 'Iqcb1', 0.16666666666666666),\n",
       " ('MGI:2140175', 'Ldlrap1', 0.5),\n",
       " ('MGI:1926341', 'Sult1d1', 0.25),\n",
       " ('MGI:98287', 'Srsf5', 0.2),\n",
       " ('MGI:3652015', 'Gm11410', 0.25),\n",
       " ('MGI:3782979', 'Gm15531', 0.16666666666666666),\n",
       " ('MGI:3641908', 'Gm10073', 0.14285714285714285),\n",
       " ('MGI:1915500', 'Fam96a', 0.25),\n",
       " ('MGI:95420', 'Ces1c', 0.25),\n",
       " ('MGI:3643291', 'Gm5436', 0.2),\n",
       " ('MGI:95402', 'Epb42', 0.5),\n",
       " ('MGI:3648523', 'Gm5453', 0.25),\n",
       " ('MGI:3650664', 'Gm13050', 0.2),\n",
       " ('MGI:5452063', 'Gm22286', 1.0),\n",
       " ('MGI:1929878', 'Smoc1', 0.14285714285714285),\n",
       " ('MGI:106362', 'Sco1', 0.2),\n",
       " ('MGI:3643695', 'Gm8055', 0.25),\n",
       " ('MGI:2141142', 'Rpap2', 0.3333333333333333),\n",
       " ('MGI:2447166', 'Cmtm7', 0.3333333333333333),\n",
       " ('MGI:3650588', 'Gm12416', 0.25),\n",
       " ('MGI:90168', 'Dcaf11', 0.16666666666666666),\n",
       " ('MGI:3643810', 'Zscan18', 0.2),\n",
       " ('MGI:5456192', 'Gm26415', 0.5),\n",
       " ('MGI:1919057', 'Tars2', 0.14285714285714285),\n",
       " ('MGI:1354184', 'Nox4', 0.25),\n",
       " ('MGI:98662', 'Tec', 0.125),\n",
       " ('MGI:3648477', 'Gm14928', 0.3333333333333333),\n",
       " ...]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## NOTE: we currently lack rank scores, see https://github.com/monarch-initiative/monarch-app/issues/1271\n",
    "## For now let's do something naive\n",
    "\n",
    "def specificity_score(g, t):\n",
    "    \"\"\"\n",
    "    Naive specificity score - penalize for every expression *not* in desired term, e.g. liver\n",
    "    \"\"\"\n",
    "    anns = aset.annotations(g)\n",
    "    nonspecific = [a for a in anns if t!=a and t not in subont.ancestors(a) and a not in subont.ancestors(g)]\n",
    "    return 1/(len(nonspecific)+1)\n",
    "\n",
    "## Tuples of (gene_id, gene_symbol, score)\n",
    "gscores = [(g,aset.label(g),specificity_score(g,liver)) for g in liver_genes]\n",
    "gscores\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('MGI:3651858', 'Gm11337', 1.0),\n",
       " ('MGI:5804868', 'Gm45753', 1.0),\n",
       " ('MGI:5453898', 'Gm24121', 1.0),\n",
       " ('MGI:3779824', 'Gm8941', 1.0),\n",
       " ('MGI:1196423', 'Onecut1', 1.0),\n",
       " ('MGI:5453406', 'Gm23629', 1.0),\n",
       " ('MGI:4834232', 'Mir3060', 1.0),\n",
       " ('MGI:3648378', 'Sult2a5', 1.0),\n",
       " ('MGI:3646055', 'Gm5801', 1.0),\n",
       " ('MGI:3579898', 'Rhox8', 1.0),\n",
       " ('MGI:5452188', 'Gm22411', 1.0),\n",
       " ('MGI:5455261', 'Gm25484', 1.0),\n",
       " ('MGI:3651700', 'Gm11752', 1.0),\n",
       " ('MGI:103164', 'Mif-ps3', 1.0),\n",
       " ('MGI:4937289', 'Gm17655', 1.0),\n",
       " ('MGI:3780193', 'Mup12', 1.0),\n",
       " ('MGI:5455227', 'Gm25450', 1.0),\n",
       " ('MGI:88603', 'Cyp2d11', 1.0),\n",
       " ('MGI:1920648', 'Nipsnap3a', 1.0),\n",
       " ('MGI:5530773', 'Mir6353', 1.0),\n",
       " ('MGI:3652220', 'Hnf1aos2', 1.0),\n",
       " ('MGI:5455658', 'Gm25881', 1.0),\n",
       " ('MGI:4834247', 'Mir3074-1', 1.0),\n",
       " ('MGI:3651800', 'Gm14373', 1.0),\n",
       " ('MGI:5521072', 'Zfp-ps', 1.0),\n",
       " ('MGI:5453401', 'Gm23624', 1.0),\n",
       " ('MGI:2387153', 'Npb', 1.0),\n",
       " ('MGI:5452105', 'Gm22328', 1.0),\n",
       " ('MGI:3783155', 'Gm15713', 1.0),\n",
       " ('MGI:5455351', 'Gm25574', 1.0),\n",
       " ('MGI:3612288', 'Cyp2c67', 1.0),\n",
       " ('MGI:5455059', 'Gm25282', 1.0),\n",
       " ('MGI:3651973', 'Gm14101', 1.0),\n",
       " ('MGI:3651485', 'Gm12583', 1.0),\n",
       " ('MGI:3647101', 'Gm16368', 1.0),\n",
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       " ('MGI:5477367', 'Gm26873', 0.5),\n",
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       " ('MGI:97991', 'Rnu6-ps2', 0.5),\n",
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       " ('MGI:2664996', 'Tpt1-ps2', 0.5),\n",
       " ('MGI:2442750', 'Slc22a30', 0.5),\n",
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       " ('MGI:5454475', 'Gm24698', 0.3333333333333333),\n",
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       " ('MGI:3652326', 'Gm13902', 0.3333333333333333),\n",
       " ('MGI:1918982', 'Vps11', 0.3333333333333333),\n",
       " ('MGI:5454076', 'Gm24299', 0.3333333333333333),\n",
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       " ('MGI:5455514', 'Gm25737', 0.3333333333333333),\n",
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       " ('MGI:5456270', 'Gm26493', 0.3333333333333333),\n",
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       " ('MGI:5452925', 'Gm23148', 0.3333333333333333),\n",
       " ('MGI:99613', 'Zap70', 0.3333333333333333),\n",
       " ('ENSEMBL:ENSMUSG00000099077', 'Ppp2r3d', 0.3333333333333333),\n",
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       " ('MGI:3782245', 'Gm4070', 0.3333333333333333),\n",
       " ('MGI:1347055', 'Vnn3', 0.3333333333333333),\n",
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       " ('MGI:99182', 'Zscan21', 0.3333333333333333),\n",
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       " ('MGI:5452525', 'Gm22748', 0.3333333333333333),\n",
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       " ('MGI:3651237', 'Gm13767', 0.3333333333333333),\n",
       " ('MGI:3644269', 'C1s2', 0.3333333333333333),\n",
       " ('MGI:3650890', 'Gm13841', 0.3333333333333333),\n",
       " ('MGI:4421985', 'n-R5s129', 0.3333333333333333),\n",
       " ('MGI:4422058', 'n-R5s193', 0.3333333333333333),\n",
       " ('MGI:2182838', 'Serpina3f', 0.3333333333333333),\n",
       " ('MGI:1917115', 'A1cf', 0.3333333333333333),\n",
       " ('MGI:3783088', 'Gm15644', 0.3333333333333333),\n",
       " ('MGI:4421968', 'n-R5s118', 0.3333333333333333),\n",
       " ('MGI:5453796', 'Gm24019', 0.3333333333333333),\n",
       " ('MGI:3646005', 'Gm5944', 0.3333333333333333),\n",
       " ('MGI:3026615', 'Mettl7a2', 0.3333333333333333),\n",
       " ('MGI:2145733', 'Cphx1', 0.3333333333333333),\n",
       " ('MGI:104913', 'Abi1', 0.3333333333333333),\n",
       " ('MGI:1313259', 'Slfn1', 0.3333333333333333),\n",
       " ('MGI:4421955', 'n-R5s107', 0.3333333333333333),\n",
       " ('MGI:2136335', 'Klhl1', 0.3333333333333333),\n",
       " ('MGI:1925182', 'Sh2d4b', 0.3333333333333333),\n",
       " ('MGI:3647437', 'Rps11-ps5', 0.3333333333333333),\n",
       " ('MGI:2385205', 'Ipo13', 0.3333333333333333),\n",
       " ('MGI:3643510', 'Gm8807', 0.3333333333333333),\n",
       " ('MGI:3650675', 'Rpl9-ps3', 0.3333333333333333),\n",
       " ('MGI:3647829', 'Gm10382', 0.3333333333333333),\n",
       " ('MGI:1916946', '2310057N15Rik', 0.3333333333333333),\n",
       " ('MGI:3649405', 'Cd300ld2', 0.3333333333333333),\n",
       " ('MGI:1345092', 'Pglyrp1', 0.3333333333333333),\n",
       " ('MGI:4439785', 'Gm16861', 0.3333333333333333),\n",
       " ('MGI:3649802', 'Rps11-ps3', 0.3333333333333333),\n",
       " ('MGI:3650486', 'Gm13121', 0.3333333333333333),\n",
       " ('MGI:2444345', 'Acnat2', 0.3333333333333333),\n",
       " ('MGI:88597', 'Cyp2a5', 0.3333333333333333),\n",
       " ('MGI:1923151', 'Dcp1a', 0.3333333333333333),\n",
       " ('MGI:3606001', 'Apol9a', 0.3333333333333333),\n",
       " ('MGI:3644333', 'Gm8756', 0.3333333333333333),\n",
       " ('MGI:2443701', 'B930095G15Rik', 0.3333333333333333),\n",
       " ('MGI:88384', 'F9', 0.3333333333333333),\n",
       " ('MGI:2687281', 'Fam105a', 0.3333333333333333),\n",
       " ('MGI:104725', 'Atn1', 0.3333333333333333),\n",
       " ('MGI:3644263', 'Gm8648', 0.3333333333333333),\n",
       " ('MGI:4422013', 'n-R5s151', 0.3333333333333333),\n",
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       " ('MGI:5455100', 'Gm25323', 0.3333333333333333),\n",
       " ('MGI:98105', 'Rps12', 0.3333333333333333),\n",
       " ('MGI:1306775', 'Sucla2', 0.3333333333333333),\n",
       " ('MGI:1355310', 'Scly', 0.3333333333333333),\n",
       " ('MGI:3648534', 'Gm8973', 0.3333333333333333),\n",
       " ('MGI:5451977', 'Gm22200', 0.3333333333333333),\n",
       " ('MGI:2441932', 'Prepl', 0.3333333333333333),\n",
       " ('MGI:3783117', 'Gm15675', 0.3333333333333333),\n",
       " ('MGI:5454950', 'Gm25173', 0.3333333333333333),\n",
       " ('MGI:3645521', 'Gm4735', 0.3333333333333333),\n",
       " ('MGI:3642592', 'Gm10603', 0.3333333333333333),\n",
       " ('MGI:2676794', 'Mirlet7b', 0.3333333333333333),\n",
       " ('MGI:1341879', 'Zim1', 0.3333333333333333),\n",
       " ('MGI:2144158', 'Nudcd3', 0.3333333333333333),\n",
       " ('MGI:2142489', 'Ido2', 0.3333333333333333),\n",
       " ('MGI:3705279', 'Gm14508', 0.3333333333333333),\n",
       " ('MGI:1921076', 'Poldip3', 0.3333333333333333),\n",
       " ('MGI:107995', 'Upf1', 0.3333333333333333),\n",
       " ('MGI:1922238', '4930480G23Rik', 0.3333333333333333),\n",
       " ('MGI:4421986', 'n-R5s130', 0.3333333333333333),\n",
       " ('MGI:3802009', 'Gm16165', 0.3333333333333333),\n",
       " ('MGI:2685586', 'Cyb5d1', 0.3333333333333333),\n",
       " ('MGI:102484', 'mt-Ti', 0.3333333333333333),\n",
       " ('MGI:2141142', 'Rpap2', 0.3333333333333333),\n",
       " ('MGI:2447166', 'Cmtm7', 0.3333333333333333),\n",
       " ('MGI:3648477', 'Gm14928', 0.3333333333333333),\n",
       " ('MGI:5455373', 'Gm25596', 0.3333333333333333),\n",
       " ('MGI:5439751', 'Gm21994', 0.3333333333333333),\n",
       " ('MGI:2148180', 'Snora69', 0.3333333333333333),\n",
       " ('MGI:2148251', 'Ddx19b', 0.3333333333333333),\n",
       " ('MGI:97279', 'Nat1', 0.3333333333333333),\n",
       " ('MGI:3781533', 'Gm3355', 0.3333333333333333),\n",
       " ('MGI:5453975', 'Gm24198', 0.3333333333333333),\n",
       " ('MGI:3649569', 'Gm12781', 0.3333333333333333),\n",
       " ('MGI:96213', 'Hpd', 0.3333333333333333),\n",
       " ('MGI:5012000', 'Gm19815', 0.3333333333333333),\n",
       " ('MGI:3796835', 'Gm10509', 0.3333333333333333),\n",
       " ('MGI:98430', 'Sult2a1', 0.3333333333333333),\n",
       " ('MGI:4422060', 'n-R5s195', 0.3333333333333333),\n",
       " ('MGI:2685270', 'Pm20d2', 0.3333333333333333),\n",
       " ('MGI:1925127', '6030458C11Rik', 0.3333333333333333),\n",
       " ('MGI:3781339', 'Gm3160', 0.3333333333333333),\n",
       " ('MGI:3782854', 'Gm4673', 0.3333333333333333),\n",
       " ('MGI:3705630', 'Gm15190', 0.3333333333333333),\n",
       " ('MGI:5454350', 'Gm24573', 0.3333333333333333),\n",
       " ('MGI:3652158', 'Gm13416', 0.3333333333333333),\n",
       " ('MGI:104899', 'Mob4', 0.3333333333333333),\n",
       " ('MGI:3643792', 'Gm5449', 0.3333333333333333),\n",
       " ('MGI:3641978', 'Gm10010', 0.3333333333333333),\n",
       " ('MGI:3702953', 'Gm13594', 0.3333333333333333),\n",
       " ('MGI:5454894', 'Gm25117', 0.3333333333333333),\n",
       " ('MGI:3647055', 'Gm8580', 0.3333333333333333),\n",
       " ('MGI:3648232', 'Gm7855', 0.3333333333333333),\n",
       " ('MGI:2151104', 'Akr1c20', 0.3333333333333333),\n",
       " ('MGI:5452348', 'Gm22571', 0.3333333333333333),\n",
       " ('MGI:5452921', 'Gm23144', 0.3333333333333333),\n",
       " ('MGI:3704338', 'Gm10642', 0.3333333333333333),\n",
       " ('MGI:3643856', 'Gm7582', 0.3333333333333333),\n",
       " ('MGI:1920912', 'Apol7c', 0.3333333333333333),\n",
       " ('MGI:5454316', 'Gm24539', 0.3333333333333333),\n",
       " ('MGI:101775', 'Cd80', 0.3333333333333333),\n",
       " ('MGI:1916296', 'Isca1', 0.3333333333333333),\n",
       " ('MGI:1353563', 'Snai3', 0.3333333333333333),\n",
       " ('MGI:1346344', 'Nr0b2', 0.3333333333333333),\n",
       " ('MGI:2685505', 'C2cd4d', 0.3333333333333333),\n",
       " ('MGI:3644887', 'Gm5812', 0.3333333333333333),\n",
       " ('MGI:1914691', 'Isoc2b', 0.3333333333333333),\n",
       " ('MGI:5454704', 'Gm24927', 0.3333333333333333),\n",
       " ('MGI:3645626', 'Gm16433', 0.3333333333333333),\n",
       " ('MGI:5452146', 'Gm22369', 0.3333333333333333),\n",
       " ('MGI:95936', 'H2-Q7', 0.3333333333333333),\n",
       " ('MGI:5454456', 'Gm24679', 0.3333333333333333),\n",
       " ('MGI:1921080', 'Eif3k', 0.3333333333333333),\n",
       " ('MGI:3036263', 'Zfp976', 0.3333333333333333),\n",
       " ('MGI:3648278', 'Gm7541', 0.3333333333333333),\n",
       " ('MGI:3708691', 'Gm2564', 0.3333333333333333),\n",
       " ('MGI:1915720', 'Impad1', 0.3333333333333333),\n",
       " ('MGI:1922471', 'Dpp3', 0.3333333333333333),\n",
       " ('MGI:108450', 'Adcy9', 0.3333333333333333),\n",
       " ('MGI:3588218', 'F830016B08Rik', 0.3333333333333333),\n",
       " ('MGI:102483', 'mt-Tk', 0.3333333333333333),\n",
       " ('MGI:3651366', 'Gm13132', 0.3333333333333333),\n",
       " ('MGI:96923', 'Mbl1', 0.3333333333333333),\n",
       " ('MGI:3705130', 'Gm13166', 0.3333333333333333),\n",
       " ('MGI:2442798', 'Dhrs9', 0.3333333333333333),\n",
       " ('MGI:1306806', 'Cyp2c37', 0.3333333333333333),\n",
       " ('MGI:2448399', 'Hist1h2bk', 0.3333333333333333),\n",
       " ('MGI:3650794', 'Gm12271', 0.3333333333333333),\n",
       " ('MGI:3644053', 'Gm7676', 0.3333333333333333),\n",
       " ('MGI:97976', 'Rnu2-10', 0.3333333333333333),\n",
       " ('MGI:2387617', 'Obp2a', 0.3333333333333333),\n",
       " ('MGI:98304', 'St3gal1', 0.3333333333333333),\n",
       " ('MGI:105112', 'Hpx', 0.3333333333333333),\n",
       " ('MGI:1916078', 'Sync', 0.3333333333333333),\n",
       " ('MGI:2158650', 'Idh3b', 0.3333333333333333),\n",
       " ('MGI:1913656', 'Sac3d1', 0.3333333333333333),\n",
       " ('MGI:3039594', 'A2ml1', 0.3333333333333333),\n",
       " ('MGI:95480', 'Fancc', 0.3333333333333333),\n",
       " ('MGI:3801854', 'Gm16005', 0.3333333333333333),\n",
       " ('MGI:5452422', 'Gm22645', 0.3333333333333333),\n",
       " ('MGI:3782365', 'Gm4189', 0.3333333333333333),\n",
       " ('MGI:1924117', 'Rhbdd1', 0.3333333333333333),\n",
       " ('MGI:3648782', 'Rpl26-ps2', 0.3333333333333333),\n",
       " ('MGI:1332226', 'Soat2', 0.3333333333333333),\n",
       " ('MGI:3648402', 'Gm15204', 0.3333333333333333),\n",
       " ('MGI:5454785', 'Gm25008', 0.3333333333333333),\n",
       " ('MGI:3819492', 'Snora20', 0.3333333333333333),\n",
       " ('MGI:3648597', 'Gm9095', 0.3333333333333333),\n",
       " ('MGI:3826519', 'Gm16305', 0.3333333333333333),\n",
       " ('MGI:4422076', 'n-R5s211', 0.3333333333333333),\n",
       " ('MGI:1922484', 'Rnf19b', 0.3333333333333333),\n",
       " ('MGI:3781826', 'Gm3650', 0.3333333333333333),\n",
       " ('MGI:1098641', 'Wasf2', 0.25),\n",
       " ('MGI:3702318', 'Gm11989', 0.25),\n",
       " ('MGI:1916396', 'Gsdmd', 0.25),\n",
       " ('MGI:2443767', 'Aaas', 0.25),\n",
       " ('MGI:3705426', 'Rpl21-ps15', 0.25),\n",
       " ('MGI:1347249', 'Psg16', 0.25),\n",
       " ('MGI:1343095', 'Emc8', 0.25),\n",
       " ('MGI:97987', 'Rnu3b3', 0.25),\n",
       " ('MGI:1353433', 'Timm8a1', 0.25),\n",
       " ('MGI:3041196', 'Fam198a', 0.25),\n",
       " ('MGI:2385008', 'Ggact', 0.25),\n",
       " ('MGI:894286', 'P4ha2', 0.25),\n",
       " ('MGI:5455293', 'Gm25516', 0.25),\n",
       " ('MGI:3645079', 'Gm16470', 0.25),\n",
       " ('MGI:97620', 'Plg', 0.25),\n",
       " ('MGI:105103', 'Rprl3', 0.25),\n",
       " ('MGI:106636', 'Atp5k', 0.25),\n",
       " ('MGI:3651595', 'Gm11295', 0.25),\n",
       " ('MGI:1915254', 'Tmem9b', 0.25),\n",
       " ('MGI:3704487', 'Amd-ps3', 0.25),\n",
       " ('MGI:2685672', 'Gm826', 0.25),\n",
       " ('MGI:1336892', 'Slc6a18', 0.25),\n",
       " ('MGI:1915871', 'Mthfd2l', 0.25),\n",
       " ('MGI:99501', 'Fgb', 0.25),\n",
       " ('MGI:2140940', 'Acacb', 0.25),\n",
       " ('MGI:1922948', 'Fam35a', 0.25),\n",
       " ('MGI:2443301', 'Slc35c1', 0.25),\n",
       " ('MGI:98223', 'Saa3', 0.25),\n",
       " ('MGI:1860137', 'Gp9', 0.25),\n",
       " ('MGI:3643262', 'Gm9392', 0.25),\n",
       " ('MGI:1933161', 'Trim23', 0.25),\n",
       " ('MGI:1923301', 'Ganc', 0.25),\n",
       " ('MGI:1914616', 'Tmed11', 0.25),\n",
       " ('MGI:1926022', 'Hhipl2', 0.25),\n",
       " ('MGI:2444813', '9030617O03Rik', 0.25),\n",
       " ('MGI:1201780', 'Atp6v1a', 0.25),\n",
       " ('MGI:3642024', 'Gm10722', 0.25),\n",
       " ('MGI:1349763', 'Dpysl2', 0.25),\n",
       " ('MGI:3644473', 'Gm7335', 0.25),\n",
       " ('MGI:3641929', 'Rps19-ps9', 0.25),\n",
       " ('MGI:3643448', 'Gm7931', 0.25),\n",
       " ('MGI:3652029', 'Gm11877', 0.25),\n",
       " ('MGI:3650191', 'Gm14480', 0.25),\n",
       " ('MGI:97604', 'Pklr', 0.25),\n",
       " ('MGI:3650009', 'Gm14052', 0.25),\n",
       " ('MGI:1201607', 'Blzf1', 0.25),\n",
       " ('MGI:3642193', 'Rpl19-ps11', 0.25),\n",
       " ('MGI:3801917', 'Hopxos', 0.25),\n",
       " ('MGI:3708729', 'Gm9825', 0.25),\n",
       " ('MGI:3651345', 'Gm11450', 0.25),\n",
       " ('MGI:1913954', 'Rbm4b', 0.25),\n",
       " ('MGI:5453045', 'Gm23268', 0.25),\n",
       " ('MGI:2685142', 'Olfm4', 0.25),\n",
       " ('MGI:3041188', 'Fam69c', 0.25),\n",
       " ('MGI:5452880', 'Gm23103', 0.25),\n",
       " ('MGI:1917895', 'Oip5', 0.25),\n",
       " ('MGI:2152844', 'Slc2a9', 0.25),\n",
       " ('MGI:5452140', 'Gm22363', 0.25),\n",
       " ('MGI:3652081', 'Rpsa-ps3', 0.25),\n",
       " ('MGI:3037698', 'Gm1840', 0.25),\n",
       " ('MGI:4421983', 'n-R5s127', 0.25),\n",
       " ('MGI:1914722', 'Mtfr1', 0.25),\n",
       " ('MGI:3705695', 'Gm14516', 0.25),\n",
       " ('MGI:3650190', 'Gm14286', 0.25),\n",
       " ('MGI:3649910', 'Gm11619', 0.25),\n",
       " ('MGI:4415005', 'Gm16585', 0.25),\n",
       " ('MGI:1925106', 'Ankrd66', 0.25),\n",
       " ('MGI:2443977', 'Gchfr', 0.25),\n",
       " ('MGI:2385053', 'Rrp36', 0.25),\n",
       " ('MGI:2180203', 'Tmlhe', 0.25),\n",
       " ('MGI:3651653', 'Gm11285', 0.25),\n",
       " ('MGI:3643270', 'Gm9386', 0.25),\n",
       " ('MGI:109254', 'Gzmf', 0.25),\n",
       " ('MGI:3652235', 'Rps19-ps7', 0.25),\n",
       " ('MGI:3782325', 'Gm4149', 0.25),\n",
       " ('MGI:1341284', 'Scnm1', 0.25),\n",
       " ('MGI:1921587', 'Palm3', 0.25),\n",
       " ('MGI:1891917', 'Ywhab', 0.25),\n",
       " ('MGI:3646708', 'Gm16409', 0.25),\n",
       " ('MGI:3652253', 'Gm14414', 0.25),\n",
       " ('MGI:2673990', 'Vaultrc5', 0.25),\n",
       " ('MGI:1915930', 'Fitm1', 0.25),\n",
       " ('MGI:5453825', 'Gm24048', 0.25),\n",
       " ('MGI:3646665', 'Gm5457', 0.25),\n",
       " ('MGI:3028580', 'Cyp4a31', 0.25),\n",
       " ('MGI:3711310', '9930111J21Rik2', 0.25),\n",
       " ('MGI:96211', 'Hp', 0.25),\n",
       " ('MGI:96247', 'Hsp90ab1', 0.25),\n",
       " ('MGI:3651784', 'Gm11878', 0.25),\n",
       " ('MGI:3782952', 'Rpl15-ps3', 0.25),\n",
       " ('MGI:1352481', 'Znhit2', 0.25),\n",
       " ('MGI:3643471', 'Gm7493', 0.25),\n",
       " ('MGI:5455417', 'Gm25640', 0.25),\n",
       " ('MGI:1099443', 'Nnmt', 0.25),\n",
       " ('MGI:3643433', 'Gm8062', 0.25),\n",
       " ('MGI:1933177', 'Pik3ap1', 0.25),\n",
       " ('MGI:1338798', 'S100a11', 0.25),\n",
       " ('MGI:2685663', 'Rbm44', 0.25),\n",
       " ('MGI:1347023', 'Txnrd2', 0.25),\n",
       " ('MGI:1276109', 'Cldn1', 0.25),\n",
       " ('MGI:1916476', 'Snx24', 0.25),\n",
       " ('MGI:2159681', 'Timd2', 0.25),\n",
       " ('MGI:3819548', 'Snord66', 0.25),\n",
       " ('MGI:2182335', 'Cables2', 0.25),\n",
       " ('MGI:3644593', 'Klhl33', 0.25),\n",
       " ('MGI:4421989', 'n-R5s133', 0.25),\n",
       " ('MGI:2145043', 'Cep170b', 0.25),\n",
       " ('MGI:107784', 'Zfp74', 0.25),\n",
       " ('MGI:3705193', 'Gm15265', 0.25),\n",
       " ('MGI:3645107', 'Gm6506', 0.25),\n",
       " ('MGI:4937017', 'Gm17383', 0.25),\n",
       " ('MGI:4422029', 'n-R5s165', 0.25),\n",
       " ('MGI:3652005', 'Gm12918', 0.25),\n",
       " ('MGI:3819504', 'Snora36b', 0.25),\n",
       " ('MGI:3705781', 'Rpl39-ps', 0.25),\n",
       " ('MGI:2146198', 'Ttc38', 0.25),\n",
       " ('MGI:5504031', 'Gm26916', 0.25),\n",
       " ('MGI:1915646', 'Nat8', 0.25),\n",
       " ('MGI:3819521', 'Snord13', 0.25),\n",
       " ('MGI:1919016', 'Raver1', 0.25),\n",
       " ('MGI:3805955', 'Gm6043', 0.25),\n",
       " ('MGI:102503', 'mt-Co2', 0.25),\n",
       " ('MGI:3644689', 'Gm8623', 0.25),\n",
       " ('MGI:1858496', 'Deaf1', 0.25),\n",
       " ('MGI:2684919', 'Gcnt4', 0.25),\n",
       " ('MGI:1923639', 'Ankrd36', 0.25),\n",
       " ('MGI:1931086', 'Tusc2', 0.25),\n",
       " ('MGI:3040693', 'Zmiz1', 0.25),\n",
       " ('MGI:5455942', 'Gm26165', 0.25),\n",
       " ('MGI:3648580', 'Gm5863', 0.25),\n",
       " ('MGI:4421952', 'n-R5s104', 0.25),\n",
       " ('MGI:3650081', 'Rpl36-ps2', 0.25),\n",
       " ('MGI:3704493', 'Gm10053', 0.25),\n",
       " ('MGI:1201409', 'Pknox1', 0.25),\n",
       " ('MGI:1914267', 'Fam210b', 0.25),\n",
       " ('MGI:1929711', 'Anapc7', 0.25),\n",
       " ('MGI:2141980', 'Scaf1', 0.25),\n",
       " ('MGI:1931870', 'Zbtb22', 0.25),\n",
       " ('MGI:3647234', 'Rps15-ps2', 0.25),\n",
       " ('MGI:3652124', 'Gm11793', 0.25),\n",
       " ('MGI:2140260', 'Pcsk9', 0.25),\n",
       " ('MGI:4421733', 'n-R5s1', 0.25),\n",
       " ('MGI:1315201', 'Grcc10', 0.25),\n",
       " ('MGI:5453489', 'Gm23712', 0.25),\n",
       " ('MGI:1919485', '1700021J08Rik', 0.25),\n",
       " ('MGI:1913788', 'Rps19bp1', 0.25),\n",
       " ('MGI:2142572', 'Mtus1', 0.25),\n",
       " ('MGI:1923580', 'Sephs1', 0.25),\n",
       " ('MGI:1347354', 'Homer2', 0.25),\n",
       " ('MGI:3705447', 'Gm15267', 0.25),\n",
       " ('MGI:3647495', 'Gm7399', 0.25),\n",
       " ('MGI:2142985', 'Xylb', 0.25),\n",
       " ('MGI:2139793', 'Cept1', 0.25),\n",
       " ('MGI:5455394', 'Gm25617', 0.25),\n",
       " ('MGI:3644647', 'Gm6071', 0.25),\n",
       " ('MGI:1924753', 'Alg9', 0.25),\n",
       " ('MGI:3651632', 'Gm11222', 0.25),\n",
       " ('MGI:1927667', 'Defb4', 0.25),\n",
       " ('MGI:1289308', 'Tax1bp1', 0.25),\n",
       " ('MGI:1933114', 'Bcl9l', 0.25),\n",
       " ('MGI:1914498', 'Rpl39', 0.25),\n",
       " ('MGI:5313104', 'Gm20657', 0.25),\n",
       " ('MGI:3704189', 'Rpl31-ps14', 0.25),\n",
       " ('MGI:2387430', 'Trim60', 0.25),\n",
       " ('MGI:2388477', 'Igsf11', 0.25),\n",
       " ('MGI:105932', 'Inhbc', 0.25),\n",
       " ('MGI:1914346', 'Mmachc', 0.25),\n",
       " ('MGI:3779224', 'Gm11008', 0.25),\n",
       " ('MGI:1913904', 'Tex12', 0.25),\n",
       " ('MGI:4421990', 'n-R5s134', 0.25),\n",
       " ('MGI:3650419', 'Snrpert', 0.25),\n",
       " ('MGI:2141314', 'Naa11', 0.25),\n",
       " ('MGI:1915094', 'Rab32', 0.25),\n",
       " ('MGI:2444772', 'Zhx3', 0.25),\n",
       " ('MGI:5454663', 'Gm24886', 0.25),\n",
       " ('MGI:1914199', 'Trim59', 0.25),\n",
       " ('MGI:894668', 'Serpinb9b', 0.25),\n",
       " ('MGI:1915433', 'Bcas2', 0.25),\n",
       " ('MGI:1926341', 'Sult1d1', 0.25),\n",
       " ('MGI:3652015', 'Gm11410', 0.25),\n",
       " ('MGI:1915500', 'Fam96a', 0.25),\n",
       " ('MGI:95420', 'Ces1c', 0.25),\n",
       " ('MGI:3648523', 'Gm5453', 0.25),\n",
       " ('MGI:3643695', 'Gm8055', 0.25),\n",
       " ('MGI:3650588', 'Gm12416', 0.25),\n",
       " ('MGI:1354184', 'Nox4', 0.25),\n",
       " ('MGI:3646811', 'Gm8624', 0.25),\n",
       " ('MGI:5453907', 'Gm24130', 0.25),\n",
       " ('MGI:1923786', 'Mmadhc', 0.25),\n",
       " ('MGI:4360056', 'Snora78', 0.25),\n",
       " ('MGI:3704272', 'Gm10443', 0.25),\n",
       " ('MGI:3643536', 'Gm8508', 0.25),\n",
       " ('MGI:2444989', 'Spg11', 0.25),\n",
       " ('MGI:2443361', '6430550D23Rik', 0.25),\n",
       " ('MGI:2652836', 'Gmeb2', 0.25),\n",
       " ('MGI:3652225', 'Hnf1aos1', 0.25),\n",
       " ('MGI:1889842', 'Fam13a', 0.25),\n",
       " ('MGI:97172', 'Mt2', 0.25),\n",
       " ('MGI:1916428', 'Snx5', 0.25),\n",
       " ('MGI:1915562', 'Gstm7', 0.25),\n",
       " ('MGI:3641838', 'Gm10247', 0.25),\n",
       " ('MGI:2144724', 'Ttc7b', 0.25),\n",
       " ('MGI:3781169', 'Gm2991', 0.25),\n",
       " ('MGI:4821183', 'Trim12c', 0.25),\n",
       " ('MGI:5455459', 'Gm25682', 0.25),\n",
       " ('MGI:5454235', 'Gm24458', 0.25),\n",
       " ('MGI:95666', 'Gbp2b', 0.25),\n",
       " ('MGI:1289225', 'Tmem41b', 0.25),\n",
       " ('MGI:1926421', 'Tcerg1', 0.25),\n",
       " ('MGI:3650318', 'Gm14387', 0.25),\n",
       " ('MGI:3646830', 'Gm5135', 0.25),\n",
       " ('MGI:5455606', 'Gm25829', 0.25),\n",
       " ('MGI:88285', 'Cbs', 0.25),\n",
       " ('MGI:1921063', 'Fam83e', 0.25),\n",
       " ('MGI:3646407', 'Gm7363', 0.25),\n",
       " ('MGI:1931502', 'Snord82', 0.25),\n",
       " ('MGI:2442293', 'Usp28', 0.25),\n",
       " ('MGI:1352502', 'Limd1', 0.25),\n",
       " ('MGI:1915602', 'Aspdh', 0.25),\n",
       " ('MGI:4360046', 'Snora73a', 0.25),\n",
       " ('MGI:3651860', 'Gm11336', 0.25),\n",
       " ('MGI:1353620', 'Slamf6', 0.25),\n",
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       " ('MGI:96177', 'Hoxa5', 0.25),\n",
       " ('MGI:5452049', 'Gm22272', 0.25),\n",
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       " ('MGI:104664', 'Tcf15', 0.25),\n",
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       " ('MGI:1921737', '5430405H02Rik', 0.25),\n",
       " ('MGI:3646434', 'Gm4788', 0.25),\n",
       " ('MGI:98797', 'Tpi1', 0.25),\n",
       " ('MGI:1913288', 'Sdhaf3', 0.25),\n",
       " ('MGI:1923666', 'Znrd1as', 0.25),\n",
       " ('MGI:1346527', 'Psmb8', 0.25),\n",
       " ('MGI:3649931', 'Gm11361', 0.25),\n",
       " ('MGI:2146052', 'Agxt2', 0.25),\n",
       " ('MGI:1101758', 'H3f3a-ps2', 0.25),\n",
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       " ('MGI:1351627', 'Pdhx', 0.25),\n",
       " ('MGI:3652153', 'Gm12568', 0.25),\n",
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       " ('MGI:3648820', 'Gm7129', 0.25),\n",
       " ('MGI:1309467', 'Gstm6', 0.25),\n",
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       " ('MGI:3704220', 'Gm9762', 0.25),\n",
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       " ('MGI:1354956', 'Tfr2', 0.25),\n",
       " ('MGI:2144518', 'Stac2', 0.25),\n",
       " ('MGI:1913881', 'Mfsd14b', 0.25),\n",
       " ('MGI:3783212', 'Gm15770', 0.25),\n",
       " ('MGI:2183691', 'Nav2', 0.25),\n",
       " ('MGI:107304', 'Rny3', 0.25),\n",
       " ('MGI:3819494', 'Snora23', 0.25),\n",
       " ('MGI:4439832', 'Carmn', 0.25),\n",
       " ('MGI:3650315', 'Gm11951', 0.25),\n",
       " ('MGI:98270', 'Sds', 0.25),\n",
       " ('MGI:105490', 'Gramd1a', 0.25),\n",
       " ('MGI:894332', 'Ebf2', 0.25),\n",
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       " ('MGI:3646863', 'Gm8129', 0.25),\n",
       " ('MGI:3644144', 'Gm8034', 0.25),\n",
       " ('MGI:3647121', 'Gm5611', 0.25),\n",
       " ('MGI:2156391', 'Pramel7', 0.25),\n",
       " ('MGI:1347476', 'Foxa2', 0.25),\n",
       " ('MGI:95590', 'Ftl2-ps', 0.2),\n",
       " ('MGI:1351659', 'Abcg5', 0.2),\n",
       " ('MGI:3818630', 'Sco2', 0.2),\n",
       " ('MGI:3649027', 'Gm7117', 0.2),\n",
       " ('MGI:3704359', 'Gm9803', 0.2),\n",
       " ('MGI:2444981', 'Phldb2', 0.2),\n",
       " ('MGI:88054', 'Apoc2', 0.2),\n",
       " ('MGI:1861354', 'Apbb1ip', 0.2),\n",
       " ('MGI:891967', 'Serpina1e', 0.2),\n",
       " ('MGI:2385276', 'Kctd15', 0.2),\n",
       " ('MGI:3645628', 'Gm8019', 0.2),\n",
       " ('MGI:4937849', 'Gm17022', 0.2),\n",
       " ('MGI:3650622', 'Gm12338', 0.2),\n",
       " ('MGI:1096324', 'Lst1', 0.2),\n",
       " ('MGI:2159614', 'Mia2', 0.2),\n",
       " ('MGI:3644876', 'Rps2-ps6', 0.2),\n",
       " ('MGI:3649769', 'Gm12355', 0.2),\n",
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       " ('MGI:3651503', 'Gm13862', 0.2),\n",
       " ('MGI:2444947', 'Mical2', 0.2),\n",
       " ('MGI:107508', 'Ereg', 0.2),\n",
       " ('MGI:3650581', 'Gm12419', 0.2),\n",
       " ('MGI:2146020', 'Mief1', 0.2),\n",
       " ('MGI:4421912', 'n-R5s67', 0.2),\n",
       " ('MGI:3648788', 'Gm5239', 0.2),\n",
       " ('MGI:3801877', 'Uckl1os', 0.2),\n",
       " ('MGI:1916003', 'Mybphl', 0.2),\n",
       " ('MGI:1923890', '1700113H08Rik', 0.2),\n",
       " ('MGI:5453219', 'Gm23442', 0.2),\n",
       " ('MGI:2142174', '4933405O20Rik', 0.2),\n",
       " ('MGI:101899', 'Pla2g5', 0.2),\n",
       " ('MGI:3705509', 'Gm14633', 0.2),\n",
       " ('MGI:3649243', 'Gm13231', 0.2),\n",
       " ('MGI:2140201', 'Slc5a9', 0.2),\n",
       " ('MGI:3704480', 'Gm10184', 0.2),\n",
       " ('MGI:4421954', 'n-R5s106', 0.2),\n",
       " ('MGI:1923539', 'Phf14', 0.2),\n",
       " ('MGI:1921406', 'Acot12', 0.2),\n",
       " ('MGI:3646150', 'Gm7964', 0.2),\n",
       " ('MGI:109568', 'Wbp4', 0.2),\n",
       " ('MGI:2387217', 'Ift52', 0.2),\n",
       " ('MGI:3644711', 'Gm8163', 0.2),\n",
       " ('MGI:1919335', 'Osgepl1', 0.2),\n",
       " ('MGI:3649722', 'Gm13007', 0.2),\n",
       " ('MGI:5452551', 'Gm22774', 0.2),\n",
       " ('MGI:1919104', 'Dpep3', 0.2),\n",
       " ('MGI:2138953', 'Fibcd1', 0.2),\n",
       " ('MGI:1933156', 'Acox3', 0.2),\n",
       " ('MGI:3645317', 'Gm16412', 0.2),\n",
       " ('MGI:1913756', 'Psmg3', 0.2),\n",
       " ('MGI:1859822', 'Crtam', 0.2),\n",
       " ('MGI:3647751', 'Gm4987', 0.2),\n",
       " ('MGI:1339962', 'Ftcd', 0.2),\n",
       " ('MGI:2178742', 'Stab1', 0.2),\n",
       " ('MGI:97828', 'Pygb', 0.2),\n",
       " ('MGI:3644440', 'Gm6175', 0.2),\n",
       " ('MGI:2442858', 'Ddx58', 0.2),\n",
       " ('MGI:3704287', 'Gm10175', 0.2),\n",
       " ('MGI:3650777', 'Gm14049', 0.2),\n",
       " ('MGI:3651698', 'Gm14239', 0.2),\n",
       " ('MGI:109565', 'Kmt2b', 0.2),\n",
       " ('MGI:3782787', 'Gm4604', 0.2),\n",
       " ('MGI:5504161', 'Gm27046', 0.2),\n",
       " ('MGI:1919519', 'Cda', 0.2),\n",
       " ('MGI:3708759', 'Gm10602', 0.2),\n",
       " ('MGI:3834078', 'Gm15832', 0.2),\n",
       " ('MGI:3651407', 'Gm13363', 0.2),\n",
       " ('MGI:1913362', 'Marc1', 0.2),\n",
       " ('MGI:2384812', 'Lpcat1', 0.2),\n",
       " ('MGI:96676', 'Kin', 0.2),\n",
       " ('MGI:2449939', 'Zgpat', 0.2),\n",
       " ('MGI:3782973', 'Gm15526', 0.2),\n",
       " ('MGI:1202298', 'Nmt2', 0.2),\n",
       " ('MGI:97766', 'Prm2', 0.2),\n",
       " ('MGI:3651418', 'Gm11893', 0.2),\n",
       " ('MGI:2444491', 'Heatr3', 0.2),\n",
       " ('MGI:2445042', 'A230107N01Rik', 0.2),\n",
       " ('MGI:1914386', 'Kbtbd4', 0.2),\n",
       " ('MGI:97518', 'Cdk18', 0.2),\n",
       " ('MGI:3702407', 'Gm14416', 0.2),\n",
       " ('MGI:2682318', 'Zfp395', 0.2),\n",
       " ('MGI:88095', 'Serpinc1', 0.2),\n",
       " ('MGI:1925680', 'Prr9', 0.2),\n",
       " ('MGI:1310000', 'Kcnj15', 0.2),\n",
       " ('MGI:2181366', 'Capn8', 0.2),\n",
       " ('MGI:1914846', 'Tespa1', 0.2),\n",
       " ('MGI:2445210', 'Cyp4f39', 0.2),\n",
       " ('MGI:3651005', 'Gm13436', 0.2),\n",
       " ('MGI:1929278', 'Tmem59', 0.2),\n",
       " ('MGI:3704311', 'Gm10284', 0.2),\n",
       " ('ENSEMBL:ENSMUSG00000097394', 'AC109138.2', 0.2),\n",
       " ('MGI:3651086', 'Gm13009', 0.2),\n",
       " ('MGI:3652217', 'Gm14130', 0.2),\n",
       " ('MGI:1923245', '5033417F24Rik', 0.2),\n",
       " ('MGI:109336', 'Etv6', 0.2),\n",
       " ('MGI:5453866', 'Gm24089', 0.2),\n",
       " ('MGI:1261428', 'Chchd2', 0.2),\n",
       " ('MGI:1918355', 'Mterf4', 0.2),\n",
       " ('MGI:1919602', 'Zfyve27', 0.2),\n",
       " ('MGI:3649557', 'Gm12366', 0.2),\n",
       " ('MGI:88609', 'Cyp3a11', 0.2),\n",
       " ('MGI:3650480', 'Rpl36-ps8', 0.2),\n",
       " ('MGI:5455269', 'Gm25492', 0.2),\n",
       " ('MGI:1859559', 'Slc22a7', 0.2),\n",
       " ('MGI:88515', 'Cryaa', 0.2),\n",
       " ('MGI:3650055', 'Gm11972', 0.2),\n",
       " ('MGI:3704266', 'Gm10243', 0.2),\n",
       " ('MGI:1916780', '2310002L09Rik', 0.2),\n",
       " ('MGI:3651234', 'Rpsa-ps12', 0.2),\n",
       " ('MGI:3704353', 'Gm10145', 0.2),\n",
       " ('MGI:96244', 'Hspa1a', 0.2),\n",
       " ('MGI:3649470', 'Gm13292', 0.2),\n",
       " ('MGI:3780066', 'Gm9658', 0.2),\n",
       " ('MGI:2387894', 'Snord87', 0.2),\n",
       " ('MGI:3037684', 'Gm1826', 0.2),\n",
       " ('MGI:1926005', 'Fam122b', 0.2),\n",
       " ('MGI:1918095', '4921508D12Rik', 0.2),\n",
       " ('MGI:1926230', 'Treh', 0.2),\n",
       " ('MGI:96551', 'Il2rg', 0.2),\n",
       " ('MGI:3603401', 'A230005M16Rik', 0.2),\n",
       " ('MGI:1918141', 'Spdya', 0.2),\n",
       " ('MGI:2442153', 'Gak', 0.2),\n",
       " ('MGI:700013', 'Sorbs3', 0.2),\n",
       " ('MGI:3646180', 'Gm6361', 0.2),\n",
       " ('MGI:1341171', 'Cnmd', 0.2),\n",
       " ('MGI:894407', 'Tmem165', 0.2),\n",
       " ('MGI:3644824', 'Gm5540', 0.2),\n",
       " ('MGI:2142980', 'Tmem266', 0.2),\n",
       " ('MGI:1336888', 'Prdx6b', 0.2),\n",
       " ('MGI:3652245', 'Gm12989', 0.2),\n",
       " ('MGI:1915244', 'Mrps11', 0.2),\n",
       " ('MGI:3650759', 'Gm12715', 0.2),\n",
       " ('MGI:4936909', 'Gm17275', 0.2),\n",
       " ('MGI:2139607', 'Usp53', 0.2),\n",
       " ('MGI:3643356', 'Rpsa-ps2', 0.2),\n",
       " ('MGI:2685590', 'Rubcnl', 0.2),\n",
       " ('MGI:2442443', 'Fsd1l', 0.2),\n",
       " ('MGI:3705885', 'Rpl10a-ps1', 0.2),\n",
       " ('MGI:109246', 'Htr4', 0.2),\n",
       " ('MGI:2142885', 'Cog8', 0.2),\n",
       " ('MGI:2138271', 'Gorab', 0.2),\n",
       " ('MGI:1923822', 'Rbmxl2', 0.2),\n",
       " ('MGI:87886', 'Chrna2', 0.2),\n",
       " ('MGI:1914588', 'Rffl', 0.2),\n",
       " ('MGI:3583959', 'Fam188b', 0.2),\n",
       " ('MGI:3649532', 'Gm13675', 0.2),\n",
       " ('MGI:1202069', 'Cdk2ap1', 0.2),\n",
       " ('MGI:1925558', 'Gpr108', 0.2),\n",
       " ('MGI:98224', 'Saa4', 0.2),\n",
       " ('MGI:3826530', 'Gm16316', 0.2),\n",
       " ('MGI:96428', 'Ifi203', 0.2),\n",
       " ('MGI:1349215', 'Abcd1', 0.2),\n",
       " ('MGI:3650968', 'Gm12630', 0.2),\n",
       " ('MGI:96930', 'Mcc', 0.2),\n",
       " ('MGI:3651491', 'Gm13864', 0.2),\n",
       " ('MGI:1353636', 'Abt1', 0.2),\n",
       " ('MGI:104803', 'Siae', 0.2),\n",
       " ('MGI:1925678', 'Pym1', 0.2),\n",
       " ('MGI:104717', 'Meis1', 0.2),\n",
       " ('MGI:1352464', 'Nr1h4', 0.2),\n",
       " ('MGI:2443738', 'BC022687', 0.2),\n",
       " ('MGI:3650839', 'Gm12168', 0.2),\n",
       " ('MGI:2683087', 'Zhx2', 0.2),\n",
       " ('MGI:2142048', 'Rnf40', 0.2),\n",
       " ('MGI:1924029', 'Cluap1', 0.2),\n",
       " ('MGI:1891731', 'Stub1', 0.2),\n",
       " ('MGI:5452882', 'Gm23105', 0.2),\n",
       " ('MGI:1919027', 'Ing3', 0.2),\n",
       " ('MGI:98287', 'Srsf5', 0.2),\n",
       " ('MGI:3643291', 'Gm5436', 0.2),\n",
       " ('MGI:3650664', 'Gm13050', 0.2),\n",
       " ('MGI:106362', 'Sco1', 0.2),\n",
       " ('MGI:3643810', 'Zscan18', 0.2),\n",
       " ('MGI:3704451', 'Gm10076', 0.2),\n",
       " ('MGI:5530708', 'Gm27326', 0.2),\n",
       " ('MGI:2444070', 'Nlrc3', 0.2),\n",
       " ('MGI:109505', 'Xlr3b', 0.2),\n",
       " ('MGI:3650221', 'Gm13339', 0.2),\n",
       " ('MGI:1916949', '2310079G19Rik', 0.2),\n",
       " ('MGI:97286', 'Ncl', 0.2),\n",
       " ('MGI:109173', 'Dsc1', 0.2),\n",
       " ('MGI:3651145', 'Gm12936', 0.2),\n",
       " ('MGI:3643039', 'Gm4852', 0.2),\n",
       " ('MGI:3802104', 'Gm16238', 0.2),\n",
       " ('MGI:102500', 'mt-Nd2', 0.2),\n",
       " ('MGI:109351', 'Slc4a2', 0.2),\n",
       " ('MGI:2151045', 'Lsm10', 0.2),\n",
       " ('MGI:1924963', 'Peli3', 0.2),\n",
       " ('MGI:1916560', 'Pacrg', 0.2),\n",
       " ('MGI:102480', 'mt-Tm', 0.2),\n",
       " ('MGI:3629654', 'Mir692-2', 0.2),\n",
       " ('MGI:4421994', 'n-R5s138', 0.2),\n",
       " ('MGI:1289301', 'Ubxn1', 0.2),\n",
       " ('MGI:88373', 'Cebpb', 0.2),\n",
       " ('MGI:1277962', 'Hus1', 0.2),\n",
       " ('MGI:3819487', 'Scarna6', 0.2),\n",
       " ('MGI:5454116', 'Gm24339', 0.2),\n",
       " ('MGI:1921772', 'Morc2a', 0.2),\n",
       " ('MGI:88474', 'Cox5a', 0.2),\n",
       " ('MGI:3629885', 'Mir677', 0.2),\n",
       " ('MGI:1349452', 'Polr3e', 0.2),\n",
       " ('MGI:1202295', 'Entpd6', 0.2),\n",
       " ('MGI:1924555', 'Wdr82', 0.2),\n",
       " ('MGI:1919216', 'Nkiras2', 0.2),\n",
       " ('MGI:2138939', 'Nat10', 0.2),\n",
       " ('MGI:2135611', 'Immp2l', 0.2),\n",
       " ('MGI:3643534', 'Angptl8', 0.2),\n",
       " ('MGI:5454727', 'Gm24950', 0.2),\n",
       " ('MGI:1860517', 'Rdh7', 0.2),\n",
       " ('MGI:1917113', 'Ttc39b', 0.2),\n",
       " ('MGI:1915393', 'Herpud2', 0.2),\n",
       " ('MGI:4938054', 'Gm17227', 0.2),\n",
       " ('MGI:109581', 'S100a13', 0.2),\n",
       " ('MGI:3646644', 'Gm6576', 0.2),\n",
       " ('MGI:3649792', 'Rpl27-ps2', 0.2),\n",
       " ('MGI:1196217', 'Tcaim', 0.2),\n",
       " ('MGI:3648525', 'Kansl2-ps', 0.2),\n",
       " ('MGI:1914492', 'Gemin6', 0.2),\n",
       " ('MGI:1342058', 'B4galnt2', 0.2),\n",
       " ('MGI:1918367', 'Rbbp5', 0.2),\n",
       " ('MGI:3644565', 'Gm8730', 0.2),\n",
       " ('MGI:1918632', 'Pex1', 0.2),\n",
       " ('MGI:96108', 'Hlf', 0.2),\n",
       " ('MGI:3649326', 'Gm14448', 0.2),\n",
       " ('MGI:2137092', 'Eefsec', 0.2),\n",
       " ('MGI:97350', 'Nkx2-5', 0.2),\n",
       " ('MGI:95895', 'H2-Aa', 0.2),\n",
       " ('MGI:1923388', 'Ccdc138', 0.2),\n",
       " ('MGI:3710580', 'Gm9800', 0.2),\n",
       " ('MGI:5455456', 'Gm25679', 0.2),\n",
       " ('MGI:2451333', 'Khnyn', 0.2),\n",
       " ('MGI:3652074', 'Gm11367', 0.2),\n",
       " ('MGI:96692', 'Krt18', 0.2),\n",
       " ('MGI:2676630', 'Nlrp12', 0.2),\n",
       " ('MGI:3643566', 'Gm5617', 0.2),\n",
       " ('MGI:2443362', 'Lax1', 0.2),\n",
       " ('MGI:95564', 'Fmr1', 0.2),\n",
       " ('MGI:3645402', 'Gm6733', 0.2),\n",
       " ('MGI:3773841', 'Mfsd4b3', 0.2),\n",
       " ('MGI:1202882', 'Rhd', 0.2),\n",
       " ('MGI:2685565', 'Nup62cl', 0.2),\n",
       " ('MGI:1925579', '2310010J17Rik', 0.2),\n",
       " ...]"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted(gscores, key=lambda x: -x[2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('MGI:3651858', 'Gm11337', 1.0),\n",
       " ('MGI:5804868', 'Gm45753', 1.0),\n",
       " ('MGI:5453898', 'Gm24121', 1.0),\n",
       " ('MGI:3779824', 'Gm8941', 1.0),\n",
       " ('MGI:1196423', 'Onecut1', 1.0),\n",
       " ('MGI:5453406', 'Gm23629', 1.0),\n",
       " ('MGI:4834232', 'Mir3060', 1.0),\n",
       " ('MGI:3648378', 'Sult2a5', 1.0),\n",
       " ('MGI:3646055', 'Gm5801', 1.0),\n",
       " ('MGI:3579898', 'Rhox8', 1.0),\n",
       " ('MGI:5452188', 'Gm22411', 1.0),\n",
       " ('MGI:5455261', 'Gm25484', 1.0),\n",
       " ('MGI:3651700', 'Gm11752', 1.0),\n",
       " ('MGI:103164', 'Mif-ps3', 1.0),\n",
       " ('MGI:4937289', 'Gm17655', 1.0),\n",
       " ('MGI:3780193', 'Mup12', 1.0),\n",
       " ('MGI:5455227', 'Gm25450', 1.0),\n",
       " ('MGI:88603', 'Cyp2d11', 1.0),\n",
       " ('MGI:1920648', 'Nipsnap3a', 1.0),\n",
       " ('MGI:5530773', 'Mir6353', 1.0),\n",
       " ('MGI:3652220', 'Hnf1aos2', 1.0),\n",
       " ('MGI:5455658', 'Gm25881', 1.0),\n",
       " ('MGI:4834247', 'Mir3074-1', 1.0),\n",
       " ('MGI:3651800', 'Gm14373', 1.0),\n",
       " ('MGI:5521072', 'Zfp-ps', 1.0),\n",
       " ('MGI:5453401', 'Gm23624', 1.0),\n",
       " ('MGI:2387153', 'Npb', 1.0),\n",
       " ('MGI:5452105', 'Gm22328', 1.0),\n",
       " ('MGI:3783155', 'Gm15713', 1.0),\n",
       " ('MGI:5455351', 'Gm25574', 1.0),\n",
       " ('MGI:3612288', 'Cyp2c67', 1.0),\n",
       " ('MGI:5455059', 'Gm25282', 1.0),\n",
       " ('MGI:3651973', 'Gm14101', 1.0),\n",
       " ('MGI:3651485', 'Gm12583', 1.0),\n",
       " ('MGI:3647101', 'Gm16368', 1.0),\n",
       " ('MGI:3707464', 'Gm15371', 1.0),\n",
       " ('MGI:5452582', 'Gm22805', 1.0),\n",
       " ('MGI:3782916', 'Mup-ps4', 1.0),\n",
       " ('MGI:5531285', 'Gm27903', 1.0),\n",
       " ('MGI:3781847', 'Gm3671', 1.0),\n",
       " ('MGI:2685587', 'Vmo1', 1.0),\n",
       " ('MGI:5453656', 'Gm23879', 1.0),\n",
       " ('MGI:4937850', 'Gm17023', 1.0),\n",
       " ('MGI:3651428', 'Gm13522', 1.0),\n",
       " ('MGI:5434641', 'Gm21286', 1.0),\n",
       " ('MGI:5452563', 'Gm22786', 1.0),\n",
       " ('MGI:2445363', 'Serpinb1c', 1.0),\n",
       " ('MGI:3652099', 'Gm11586', 1.0),\n",
       " ('MGI:4421965', 'n-R5s115', 1.0),\n",
       " ('MGI:5477264', 'Gm26770', 1.0),\n",
       " ('MGI:3802118', 'Mup-ps13', 1.0),\n",
       " ('MGI:4414979', 'Gm16559', 1.0),\n",
       " ('MGI:5453132', 'Gm23355', 1.0),\n",
       " ('MGI:5477078', 'Gm26584', 1.0),\n",
       " ('MGI:3576049', 'Ugt1a2', 1.0),\n",
       " ('MGI:5456101', 'Gm26324', 1.0),\n",
       " ('MGI:4421933', 'n-R5s85', 1.0),\n",
       " ('MGI:5531091', 'Mir6986', 1.0),\n",
       " ('MGI:5313124', 'Gm20677', 1.0),\n",
       " ('MGI:1929008', 'Copz2', 1.0),\n",
       " ('MGI:5452063', 'Gm22286', 1.0),\n",
       " ('MGI:5452841', 'Gm23064', 1.0),\n",
       " ('MGI:3647161', 'Mup-ps6', 1.0),\n",
       " ('MGI:4415007', 'Gm16587', 1.0),\n",
       " ('MGI:3782988', 'Gm15540', 1.0),\n",
       " ('MGI:5454156', 'Gm24379', 1.0),\n",
       " ('MGI:3651445', 'Gm13203', 1.0),\n",
       " ('MGI:1914015', '4933411K16Rik', 1.0),\n",
       " ('MGI:5452524', 'Gm22747', 1.0),\n",
       " ('MGI:3576090', 'Ugt1a8', 1.0),\n",
       " ('MGI:5451813', 'Gm22036', 1.0),\n",
       " ('MGI:4439831', 'Gm16907', 1.0),\n",
       " ('MGI:2442610', 'A330035P11Rik', 1.0),\n",
       " ('MGI:3650962', 'Mup6', 1.0),\n",
       " ('MGI:5456164', 'Gm26387', 1.0),\n",
       " ('MGI:4422070', 'n-R5s205', 1.0),\n",
       " ('MGI:3783067', 'Gm15622', 1.0),\n",
       " ('MGI:2663233', 'Muc6', 1.0),\n",
       " ('MGI:3645972', 'Sult3a2', 1.0),\n",
       " ('MGI:3651135', 'Gm12909', 1.0),\n",
       " ('MGI:5454201', 'Gm24424', 1.0),\n",
       " ('MGI:5452893', 'Gm23116', 1.0),\n",
       " ('MGI:3651835', 'Gm13994', 1.0),\n",
       " ('MGI:3614797', 'Ripply1', 1.0),\n",
       " ('MGI:1919004', 'Cyp2d40', 1.0),\n",
       " ('MGI:4834226', 'Mir3058', 1.0),\n",
       " ('MGI:3836982', 'Mir1943', 1.0),\n",
       " ('MGI:5456234', 'Gm26457', 1.0),\n",
       " ('MGI:2684939', 'Fam170a', 1.0),\n",
       " ('MGI:5453405', 'Gm23628', 1.0),\n",
       " ('MGI:5521015', 'Obox4-ps2', 1.0),\n",
       " ('MGI:4414958', 'Gm16538', 1.0),\n",
       " ('MGI:4937960', 'Gm17133', 1.0),\n",
       " ('MGI:3652179', 'Gm13267', 1.0),\n",
       " ('MGI:5011755', 'Mroh6', 1.0),\n",
       " ('MGI:107364', 'Il17a', 1.0),\n",
       " ('MGI:3647418', 'Cfhr3', 1.0),\n",
       " ('MGI:3801721', 'Gm16157', 1.0),\n",
       " ('MGI:2443051', 'Egfros', 1.0),\n",
       " ('MGI:3649750', 'Hspd1-ps4', 1.0),\n",
       " ('MGI:5521100', 'Gtpbp4-ps1', 1.0)]"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "only_in_liver = [x for x in gscores if x[2] == 1.0]\n",
    "only_in_liver"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "## get phenotype associations\n",
    "mp = ofactory.create(\"mp\")\n",
    "\n",
    "pheno_aset = afactory.create(ontology=mp, subject_category='gene', object_category='phenotype', taxon='NCBITaxon:10090')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "MGI:95590 Ftl2-ps []\n",
      "MGI:1098641 Wasf2 [('MP:0002188', 'small heart'), ('MP:0020329', 'decreased capillary density'), ('MP:0011091', 'prenatal lethality, complete penetrance'), ('HP:0002170', None), ('HP:0000969', None), ('MP:0003984', 'embryonic growth retardation'), ('MP:0000260', 'abnormal angiogenesis'), ('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance'), ('MP:0001722', 'pale yolk sac'), ('MP:0000295', 'trabecula carnea hypoplasia'), ('MP:0008803', 'abnormal placental labyrinth vasculature morphology'), ('GO:0001667PHENOTYPE', None), ('HP:0025016', None), ('MP:0000822', 'abnormal brain ventricle morphology'), ('GO:0006928PHENOTYPE', None), ('MP:0003974', 'abnormal endocardium morphology'), ('GO:0001525PHENOTYPE', None), ('MP:0004251', 'failure of heart looping')]\n",
      "MGI:3644452 Gm9083 []\n",
      "MGI:3651858 Gm11337 []\n",
      "MGI:3702318 Gm11989 []\n",
      "MGI:1916396 Gsdmd [('MP:0011073', 'abnormal macrophage apoptosis')]\n",
      "MGI:2443767 Aaas [('MP:0005379', 'endocrine/exocrine gland phenotype'), ('MP:0003631', 'nervous system phenotype'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0001417', 'decreased exploration in new environment'), ('MP:0005381', 'digestive/alimentary phenotype'), ('GO:0007612PHENOTYPE', None)]\n",
      "MGI:2137698 Ugt1a6a []\n",
      "MGI:1351659 Abcg5 [('HP:0001882', None), ('HP:0003010', None), ('HP:0003251', None), ('HP:0001638', None), ('HP:0004446', None), ('HP:0011875', None), ('MP:0002413', 'abnormal megakaryocyte progenitor cell morphology'), ('HP:0003540', None), ('MP:0006298', 'abnormal platelet activation'), ('HP:0011877', None), ('HP:0011273', None), ('HP:0001878', None), ('HP:0002155', None), ('HP:0008669', None), ('HP:0005513', None), ('HP:0001939', None), ('MP:0001265', 'decreased body size'), ('HP:0002240', None), ('HP:0003146', None)]\n",
      "MGI:3705426 Rpl21-ps15 []\n",
      "MGI:1914745 Tmem167b []\n",
      "MGI:1347249 Psg16 []\n",
      "MGI:3818630 Sco2 [('GO:0022904PHENOTYPE', None), ('HP:0001324', None), ('HP:0025321', None), ('MP:0010956', 'abnormal mitochondrial ATP synthesis coupled electron transport'), ('HP:0010836', None), ('GO:0003012PHENOTYPE', None), ('MP:0001392', 'abnormal locomotor behavior'), ('GO:0001701PHENOTYPE', None), ('MP:0011095', 'embryonic lethality between implantation and placentation, complete penetrance')]\n",
      "MGI:1919235 Acad10 []\n",
      "MGI:3780170 Gm2000 []\n",
      "MGI:1343095 Emc8 [('MP:0010024', 'increased total body fat amount')]\n",
      "MGI:5454530 Gm24753 []\n",
      "MGI:3649027 Gm7117 []\n",
      "MGI:5454475 Gm24698 []\n",
      "MGI:4415000 Gm16580 []\n",
      "MGI:3646089 Gm7803 []\n",
      "MGI:97987 Rnu3b3 []\n",
      "MGI:1353433 Timm8a1 []\n",
      "MGI:3649865 Rpl23a-ps14 []\n",
      "MGI:106686 Pon3 [('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0004921', 'decreased placenta weight'), ('MP:0011109', 'lethality throughout fetal growth and development, incomplete penetrance'), ('MP:0003674', 'oxidative stress')]\n",
      "MGI:88216 Btk [('MP:0001844', 'autoimmune response'), ('HP:0004325', None), ('HP:0006270', None), ('GO:0007249PHENOTYPE', None), ('MP:0005093', 'decreased B cell proliferation'), ('MP:0008186', 'increased pro-B cell number'), ('MP:0008203', 'absent B-1a cells'), ('MP:0002401', 'abnormal lymphopoiesis'), ('HP:0011990', None), ('HP:0003496', None), ('HP:0002850', None), ('HP:0004313', None), ('MP:0002491', 'decreased IgD level'), ('MP:0002451', 'abnormal macrophage physiology'), ('HP:0010978', None), ('MP:0005153', 'abnormal B cell proliferation'), ('MP:0009339', 'decreased splenocyte number'), ('MP:0009788', 'increased susceptibility to bacterial infection induced morbidity/mortality'), ('HP:0010976', None), ('GO:0030889PHENOTYPE', None), ('MP:0005387', 'immune system phenotype'), ('HP:0001881', None), ('HP:0003212', None), ('MP:0008211', 'decreased mature B cell number')]\n",
      "MGI:3704359 Gm9803 []\n",
      "MGI:3780980 Gm2810 []\n",
      "MGI:2140962 Ugt2b34 []\n",
      "MGI:2444981 Phldb2 []\n",
      "MGI:3644778 Gm8738 []\n",
      "MGI:88054 Apoc2 [('MP:0003975', 'increased circulating VLDL triglyceride level'), ('MP:0000180', 'abnormal circulating cholesterol level'), ('HP:0003233', None)]\n",
      "MGI:3649201 Gm12396 []\n",
      "MGI:5451834 Gm22057 []\n",
      "MGI:1861354 Apbb1ip []\n",
      "MGI:5804868 Gm45753 []\n",
      "MGI:891967 Serpina1e []\n",
      "MGI:2138853 AI182371 []\n",
      "MGI:3041196 Fam198a []\n",
      "MGI:1913761 Chtop [('HP:0010442', None)]\n",
      "MGI:3783208 Gm15766 []\n",
      "MGI:2385276 Kctd15 [('MP:0011940', 'decreased food intake'), ('MP:0013294', 'prenatal lethality prior to heart atrial septation'), ('HP:0010683', None)]\n",
      "MGI:1927868 Pex14 [('MP:0011091', 'prenatal lethality, complete penetrance')]\n",
      "MGI:1888526 Xpo4 []\n",
      "MGI:5455017 Gm25240 []\n",
      "MGI:1913534 Gkn2 [('HP:0001640', None)]\n",
      "MGI:1930008 Ghrl [('MP:0005379', 'endocrine/exocrine gland phenotype'), ('MP:0005452', 'abnormal adipose tissue amount'), ('MP:0005381', 'digestive/alimentary phenotype'), ('MP:0005560', 'decreased circulating glucose level'), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0005292', 'improved glucose tolerance')]\n",
      "MGI:2385008 Ggact []\n",
      "MGI:1921821 Kcnk16 []\n",
      "MGI:96611 Itgb2 [('HP:0005404', None), ('MP:0001194', 'dermatitis'), ('HP:0003330', None), ('MP:0003156', 'abnormal leukocyte migration'), ('HP:0000938', None), ('MP:0001874', 'acanthosis'), ('HP:0000962', None), ('MP:0000702', 'enlarged lymph nodes'), ('GO:0045123PHENOTYPE', None), ('HP:0000509', None), ('HP:0200042', None), ('MP:0008623', 'increased circulating interleukin-3 level'), ('HP:0002732', None), ('HP:0011990', None), ('MP:0001222', 'epidermal hyperplasia'), ('HP:0003496', None), ('MP:0005094', 'abnormal T cell proliferation'), ('MP:0001246', 'mixed cellular infiltration to dermis'), ('MP:0002356', 'abnormal spleen red pulp morphology'), ('HP:0010987', None), ('MP:0008566', 'increased interferon-gamma secretion'), ('HP:0001744', None), ('MP:0005559', 'increased circulating glucose level'), ('HP:0001974', None), ('MP:0008126', 'increased dendritic cell number'), ('MP:0003434', 'decreased susceptibility to induced choroidal neovascularization'), ('MP:0000321', 'increased bone marrow cell number'), ('MP:0002606', 'increased basophil cell number'), ('MP:0000219', 'increased neutrophil cell number'), ('MP:0001191', 'abnormal skin condition'), ('HP:0012311', None), ('HP:0011840', None), ('MP:0002169', 'no abnormal phenotype detected'), ('HP:0000939', None), ('MP:0020137', 'decreased bone mineralization'), ('MP:0008567', 'decreased interferon-gamma secretion'), ('HP:0003765', None), ('MP:0002411', 'decreased susceptibility to bacterial infection'), ('HP:0001036', None), ('MP:0003813', 'abnormal hair follicle dermal papilla morphology'), ('HP:0001880', None), ('MP:0001186', 'pigmentation phenotype'), ('HP:0100828', None)]\n",
      "MGI:894286 P4ha2 []\n",
      "MGI:5455293 Gm25516 []\n",
      "MGI:1922466 Cep128 []\n",
      "MGI:3645079 Gm16470 []\n",
      "MGI:3645628 Gm8019 []\n",
      "MGI:3647773 Gm6498 []\n",
      "MGI:3819557 Snord83b []\n",
      "MGI:1914709 Nvl []\n",
      "MGI:4937849 Gm17022 []\n",
      "MGI:3583955 Rdh16f2 []\n",
      "MGI:2138968 Clp1 [('MP:0002083', 'premature death'), ('MP:0003631', 'nervous system phenotype'), ('HP:0010831', None), ('MP:0008412', 'increased cellular sensitivity to oxidative stress'), ('HP:0003307', None), ('HP:0003202', None), ('MP:0002175', 'decreased brain weight'), ('MP:0003203', 'increased neuron apoptosis'), ('HP:0003323', None), ('HP:0001322', None), ('HP:0001251', None), ('MP:0012055', 'abnormal phrenic nerve innervation pattern to diaphragm'), ('MP:0005498', 'hyporesponsive to tactile stimuli'), ('MP:0000819', 'abnormal olfactory bulb morphology'), ('HP:0002398', None), ('MP:0003718', 'maternal effect'), ('HP:0011017', None), ('MP:0011400', 'lethality, complete penetrance'), ('MP:0001053', 'abnormal neuromuscular synapse morphology'), ('MP:0011087', 'neonatal lethality, complete penetrance')]\n",
      "MGI:5453898 Gm24121 []\n",
      "MGI:1915442 Leprotl1 [('MP:0002953', 'thick ventricular wall'), ('HP:0010679', None)]\n",
      "MGI:3779824 Gm8941 []\n",
      "MGI:3650622 Gm12338 []\n",
      "MGI:2444508 Fitm2 [('MP:0002981', 'increased liver weight'), ('HP:0004324', None), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('HP:0000842', None), ('MP:0005386', 'behavior/neurological phenotype'), ('HP:0011014', None), ('MP:0013294', 'prenatal lethality prior to heart atrial septation'), ('HP:0007703', None), ('MP:0009116', 'abnormal brown fat cell morphology'), ('MP:0009124', 'increased brown fat cell lipid droplet size'), ('HP:0000855', None), ('MP:0011100', 'preweaning lethality, complete penetrance'), ('MP:0005378', 'growth/size/body region phenotype')]\n",
      "MGI:5455452 Gm25675 []\n",
      "MGI:5454373 Gm24596 []\n",
      "MGI:1096324 Lst1 [('HP:0000035', None), ('HP:0011001', None), ('HP:0001640', None), ('MP:0009791', 'increased susceptibility to viral infection induced morbidity/mortality'), ('HP:0008734', None), ('MP:0010123', 'increased bone mineral content')]\n",
      "MGI:2159614 Mia2 [('HP:0040006', None), ('GO:0070328PHENOTYPE', None), ('HP:0003233', None), ('MP:0005389', 'reproductive system phenotype')]\n",
      "MGI:1918956 Slc46a3 [('MP:0011275', 'abnormal behavioral response to light')]\n",
      "MGI:3649696 Rps8-ps2 []\n",
      "MGI:3644876 Rps2-ps6 []\n",
      "MGI:5453824 Gm24047 []\n",
      "MGI:3649769 Gm12355 []\n",
      "MGI:2445040 Tyw3 []\n",
      "MGI:5452129 Gm22352 []\n",
      "MGI:1196423 Onecut1 [('HP:0001508', None), ('MP:0004201', 'fetal growth retardation'), ('HP:0100732', None), ('MP:0005559', 'increased circulating glucose level'), ('MP:0009181', 'decreased pancreatic delta cell number'), ('MP:0005379', 'endocrine/exocrine gland phenotype'), ('MP:0013221', 'pancreatic acinar-to-ductal metaplasia'), ('MP:0009164', 'exocrine pancreas atrophy'), ('HP:0006274', None), ('MP:0012242', 'abnormal hepatoblast differentiation'), ('GO:0048536PHENOTYPE', None), ('HP:0012090', None), ('HP:0005213', None), ('MP:0009254', 'disorganized pancreatic islets'), ('MP:0011932', 'abnormal endocrine pancreas development'), ('HP:0040216', None), ('MP:0009143', 'abnormal pancreatic duct morphology'), ('MP:0009178', 'absent pancreatic alpha cells'), ('GO:0031016PHENOTYPE', None), ('MP:0009145', 'abnormal pancreatic acinus morphology')]\n",
      "MGI:97620 Plg [('GO:0042246PHENOTYPE', None), ('MP:0002083', 'premature death'), ('HP:0002088', None), ('HP:0001395', None), ('MP:0003305', 'proctitis'), ('HP:0004325', None), ('HP:0002577', None), ('HP:0000105', None), ('HP:0002035', None), ('MP:0005602', 'decreased angiogenesis'), ('MP:0012331', 'increased circulating fibrinogen level'), ('MP:0010211', 'abnormal acute phase protein level'), ('MP:0000702', 'enlarged lymph nodes'), ('HP:0000509', None), ('MP:0011507', 'abnormal kidney thrombosis'), ('MP:0009507', 'abnormal mammary gland connective tissue morphology'), ('HP:0000502', None), ('MP:0006270', 'abnormal mammary gland growth during lactation'), ('HP:0011885', None), ('MP:0006137', 'venoocclusion'), ('HP:0002592', None), ('HP:0012647', None), ('MP:0009764', 'decreased sensitivity to induced morbidity/mortality'), ('MP:0001923', 'reduced female fertility'), ('HP:0002588', None), ('MP:0001139', 'abnormal vagina morphology'), ('HP:0001392', None), ('MP:0002249', 'abnormal larynx morphology'), ('MP:0010249', 'lactation failure'), ('MP:0001792', 'impaired wound healing'), ('MP:0005048', 'abnormal thrombosis'), ('MP:0009763', 'increased sensitivity to induced morbidity/mortality'), ('MP:0002282', 'abnormal trachea morphology'), ('MP:0001851', 'eye inflammation'), ('HP:0001824', None), ('MP:0005300', 'abnormal corneal stroma morphology'), ('MP:0000495', 'abnormal colon morphology'), ('MP:0008236', 'decreased susceptibility to neuronal excitotoxicity')]\n",
      "MGI:3643679 Gm8682 []\n",
      "MGI:95856 Gsta3 [('MP:0009766', 'increased sensitivity to xenobiotic induced morbidity/mortality'), ('MP:0008873', 'increased physiological sensitivity to xenobiotic')]\n",
      "MGI:5455590 Gm25813 []\n",
      "MGI:3651301 Gm14107 []\n",
      "MGI:105103 Rprl3 []\n",
      "MGI:5454298 Gm24521 []\n",
      "MGI:1915951 Ppp1r27 []\n",
      "MGI:106636 Atp5k []\n",
      "MGI:3704327 Gm10182 []\n",
      "MGI:3651595 Gm11295 []\n",
      "MGI:3652326 Gm13902 []\n",
      "MGI:3718464 Mir291b []\n",
      "MGI:1918982 Vps11 []\n",
      "MGI:5454076 Gm24299 []\n",
      "MGI:1350917 Rps3 []\n",
      "MGI:1913638 Cutc []\n",
      "MGI:1914195 Sdha [('HP:0003228', None)]\n",
      "MGI:1915254 Tmem9b []\n",
      "MGI:3779470 Ces1b []\n",
      "MGI:5454859 Gm25082 []\n",
      "MGI:1926264 Tspan6 []\n",
      "MGI:3651503 Gm13862 []\n",
      "MGI:95862 Gstm4 [('MP:0001415', 'increased exploration in new environment'), ('HP:0001743', None)]\n",
      "MGI:2444947 Mical2 []\n",
      "MGI:5504138 Gm27023 []\n",
      "MGI:5453406 Gm23629 []\n",
      "MGI:3651534 Gm12258 []\n",
      "MGI:3705806 Gm14536 []\n",
      "MGI:1921611 4931429L15Rik []\n",
      "MGI:3642824 Rpl9-ps7 []\n",
      "MGI:1278340 Rpl21 []\n",
      "MGI:4834232 Mir3060 []\n",
      "MGI:107508 Ereg [('MP:0001194', 'dermatitis'), ('HP:0001824', None), ('MP:0008873', 'increased physiological sensitivity to xenobiotic')]\n",
      "MGI:88343 Cd69 [('MP:0008075', 'decreased CD4-positive, alpha beta T cell number'), ('MP:0008719', 'impaired neutrophil recruitment'), ('HP:0003496', None), ('MP:0005387', 'immune system phenotype'), ('HP:0040238', None), ('MP:0008051', 'abnormal memory T cell physiology'), ('MP:0005463', 'abnormal CD4-positive, alpha-beta T cell physiology'), ('MP:0008561', 'decreased tumor necrosis factor secretion')]\n",
      "MGI:3650581 Gm12419 []\n",
      "MGI:3610314 Scimp [('HP:0001903', None), ('HP:0003124', None)]\n",
      "MGI:1098779 Cdk2ap2 []\n",
      "MGI:2144766 Slc25a47 []\n",
      "MGI:2138935 Fam102a []\n",
      "MGI:5434102 Ftl1-ps2 []\n",
      "MGI:1925560 1810024B03Rik []\n",
      "MGI:3704487 Amd-ps3 []\n",
      "MGI:101921 Ap2a1 []\n",
      "MGI:2685672 Gm826 []\n",
      "MGI:3648378 Sult2a5 []\n",
      "MGI:3648883 Rpl13a-ps1 []\n",
      "MGI:1354945 Plpp2 [('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:2146020 Mief1 []\n",
      "MGI:1921808 Gvin1 []\n",
      "MGI:2685015 Mtg1 []\n",
      "MGI:106499 Ppih []\n",
      "MGI:4421912 n-R5s67 []\n",
      "MGI:3801856 Gm15956 []\n",
      "MGI:1336892 Slc6a18 [('MP:0011417', 'abnormal renal transport'), ('HP:0000822', None)]\n",
      "MGI:1914411 Sclt1 []\n",
      "MGI:1915871 Mthfd2l []\n",
      "MGI:1919405 Cenpn []\n",
      "MGI:3612471 C330021F23Rik []\n",
      "MGI:5568573 Rubie [('MP:0011238', 'abnormal inner ear development'), ('HP:0040106', None), ('HP:0000752', None)]\n",
      "MGI:3648788 Gm5239 []\n",
      "MGI:1352495 Zfp385a [('GO:0007611PHENOTYPE', None), ('GO:0007626PHENOTYPE', None), ('MP:0002417', 'abnormal megakaryocyte morphology'), ('MP:0001265', 'decreased body size'), ('MP:0002551', 'abnormal blood coagulation'), ('HP:0002170', None), ('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:1914535 Cwc27 [('MP:0011110', 'preweaning lethality, incomplete penetrance'), ('HP:0003251', None), ('HP:0008222', None)]\n",
      "MGI:3644274 Gm5687 []\n",
      "MGI:99501 Fgb [('MP:0002059', 'abnormal seminal vesicle morphology')]\n",
      "MGI:2140940 Acacb [('HP:0000708', None), ('HP:0002591', None), ('MP:0002188', 'small heart'), ('HP:0003292', None), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0005282', 'decreased fatty acid level'), ('HP:0000842', None), ('MP:0002575', 'increased circulating ketone body level'), ('HP:0012338', None), ('MP:0005439', 'decreased glycogen level'), ('HP:0011014', None), ('MP:0005289', 'increased oxygen consumption'), ('MP:0010379', 'decreased respiratory quotient'), ('MP:0002118', 'abnormal lipid homeostasis'), ('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:5455514 Gm25737 []\n",
      "MGI:1922948 Fam35a []\n",
      "MGI:2443301 Slc35c1 [('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0020332', 'impaired leukocyte tethering or rolling'), ('MP:0011090', 'perinatal lethality, incomplete penetrance'), ('MP:0002345', 'abnormal lymph node primary follicle morphology'), ('HP:0004325', None), ('MP:0011084', 'lethality at weaning, incomplete penetrance'), ('MP:0001922', 'reduced male fertility'), ('MP:0003628', 'abnormal leukocyte adhesion'), ('MP:0000219', 'increased neutrophil cell number'), ('HP:0001939', None), ('HP:0012311', None), ('MP:0001183', 'overexpanded pulmonary alveoli'), ('MP:0000420', 'ruffled hair'), ('GO:0045746PHENOTYPE', None)]\n",
      "MGI:1927086 Ube4b [('MP:0000278', 'abnormal myocardial fiber morphology'), ('HP:0001698', None), ('MP:0001787', 'pericardial edema'), ('GO:0044257PHENOTYPE', None), ('MP:0000876', 'Purkinje cell degeneration'), ('MP:0003225', 'axonal dystrophy'), ('HP:0002624', None), ('MP:0000877', 'abnormal Purkinje cell morphology'), ('MP:0001405', 'impaired coordination'), ('HP:0001640', None), ('GO:0006511PHENOTYPE', None), ('HP:0011017', None), ('MP:0003222', 'increased cardiomyocyte apoptosis'), ('HP:0030746', None)]\n",
      "MGI:3819569 Snord98 []\n",
      "MGI:3651577 Gm13666 []\n",
      "MGI:98223 Saa3 []\n",
      "MGI:1270860 Plscr2 [('HP:0005815', None)]\n",
      "MGI:1921138 Ppp1r42 [('HP:0002948', None)]\n",
      "MGI:107180 Elf1 []\n",
      "MGI:3801877 Uckl1os []\n",
      "MGI:3646659 Fbxw24 []\n",
      "MGI:1923113 Clec4g [('HP:0012311', None), ('MP:0008078', 'increased CD8-positive, alpha-beta T cell number'), ('MP:0003131', 'increased erythrocyte cell number'), ('HP:0001873', None), ('HP:0100827', None), ('MP:0008074', 'increased CD4-positive, alpha beta T cell number')]\n",
      "MGI:1916003 Mybphl [('MP:0004647', 'decreased lumbar vertebrae number'), ('MP:0010101', 'increased sacral vertebrae number')]\n",
      "MGI:98625 Tcrg-C1 [('MP:0008757', 'abnormal T cell receptor gamma chain V-J recombination'), ('GO:0048873PHENOTYPE', None)]\n",
      "MGI:1918397 Oxsm []\n",
      "MGI:1923890 1700113H08Rik []\n",
      "MGI:1860137 Gp9 [('HP:0001873', None)]\n",
      "MGI:99207 Zfp60 []\n",
      "MGI:5453219 Gm23442 []\n",
      "MGI:2142174 4933405O20Rik []\n",
      "MGI:3809043 Rps8-ps4 []\n",
      "MGI:1914361 Naaa [('HP:0040216', None)]\n",
      "MGI:3643262 Gm9392 []\n",
      "MGI:1922264 4930503B20Rik []\n",
      "MGI:101899 Pla2g5 [('MP:0000343', 'altered response to myocardial infarction'), ('MP:0003038', 'decreased myocardial infarction size'), ('MP:0008874', 'decreased physiological sensitivity to xenobiotic')]\n",
      "MGI:3650064 Gm11517 []\n",
      "MGI:3705509 Gm14633 []\n",
      "MGI:1933161 Trim23 []\n",
      "MGI:3643578 Gm6793 []\n",
      "MGI:1923301 Ganc []\n",
      "MGI:3651124 Gm12248 []\n",
      "MGI:108414 Pafah1b3 [('MP:0005380', 'embryo phenotype'), ('GO:0007283PHENOTYPE', None)]\n",
      "MGI:1194499 Gsg1 []\n",
      "MGI:3649243 Gm13231 []\n",
      "MGI:1914616 Tmed11 []\n",
      "MGI:1918436 4933417D19Rik []\n",
      "MGI:3642408 Gm10250 []\n",
      "MGI:1926022 Hhipl2 []\n",
      "MGI:1196608 Slc4a1ap []\n",
      "MGI:1346051 Dut []\n",
      "MGI:1098533 Ints9 []\n",
      "MGI:3646055 Gm5801 []\n",
      "MGI:2140201 Slc5a9 []\n",
      "MGI:5456270 Gm26493 []\n",
      "MGI:5455464 Gm25687 []\n",
      "MGI:2444813 9030617O03Rik []\n",
      "MGI:3579898 Rhox8 []\n",
      "MGI:3704480 Gm10184 []\n",
      "MGI:5452188 Gm22411 []\n",
      "MGI:1914830 Lrrc18 []\n",
      "MGI:1201780 Atp6v1a []\n",
      "MGI:3642024 Gm10722 []\n",
      "MGI:2140910 AI480526 []\n",
      "MGI:1920603 Actrt2 []\n",
      "MGI:4421954 n-R5s106 []\n",
      "MGI:5455261 Gm25484 []\n",
      "MGI:1349763 Dpysl2 [('MP:0008143', 'abnormal dendrite morphology'), ('MP:0003631', 'nervous system phenotype')]\n",
      "MGI:1914391 Fbxo5 [('MP:0002663', 'absent blastocoele'), ('MP:0005031', 'abnormal trophoblast layer morphology'), ('MP:0001672', 'abnormal embryo development'), ('MP:0002718', 'abnormal inner cell mass morphology'), ('MP:0011094', 'embryonic lethality before implantation, complete penetrance')]\n",
      "MGI:1196368 Carhsp1 []\n",
      "MGI:5453712 Gm23935 []\n",
      "MGI:1924058 Rpl18a []\n",
      "MGI:1923539 Phf14 [('HP:0002093', None), ('MP:0000351', 'increased cell proliferation'), ('MP:0008277', 'abnormal sternum ossification'), ('MP:0010903', 'abnormal pulmonary alveolus wall morphology')]\n",
      "MGI:88518 Cryba1 [('HP:0100018', None), ('MP:0002840', 'abnormal lens fiber morphology'), ('HP:0008063', None), ('MP:0020378', 'abnormal cell cytoskeleton morphology'), ('MP:0012143', 'decreased a wave amplitude'), ('MP:0008260', 'abnormal autophagy'), ('HP:0012379', None), ('HP:0000568', None), ('MP:0012144', 'decreased b wave amplitude'), ('MP:0005201', 'abnormal retinal pigment epithelium morphology'), ('MP:0005058', 'abnormal lysosome morphology'), ('GO:0043010PHENOTYPE', None), ('HP:0000546', None), ('HP:0002171', None), ('HP:0010700', None), ('MP:0003172', 'abnormal lysosome physiology')]\n",
      "MGI:3644473 Gm7335 []\n",
      "MGI:1921406 Acot12 []\n",
      "MGI:99927 mt-Atp6 []\n",
      "MGI:3651700 Gm11752 []\n",
      "MGI:1922717 Stpg4 []\n",
      "MGI:3646150 Gm7964 []\n",
      "MGI:2146565 Nsun3 []\n",
      "MGI:104645 Hsd3b5 []\n",
      "MGI:103164 Mif-ps3 []\n",
      "MGI:109568 Wbp4 []\n",
      "MGI:3704271 Gm9769 []\n",
      "MGI:3641929 Rps19-ps9 []\n",
      "MGI:4937884 Gm17057 []\n",
      "MGI:108247 Tdg [('MP:0004181', 'abnormal carotid artery morphology'), ('MP:0006126', 'abnormal cardiac outflow tract development'), ('MP:0008877', 'abnormal DNA methylation'), ('MP:0003984', 'embryonic growth retardation'), ('MP:0001787', 'pericardial edema'), ('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance'), ('MP:0003888', 'liver hemorrhage'), ('HP:0011851', None), ('MP:0009797', 'abnormal mismatch repair'), ('HP:0011029', None), ('MP:0006279', 'abnormal limb development'), ('MP:0003920', 'abnormal heart right ventricle morphology'), ('HP:0001892', None)]\n",
      "MGI:107741 Pvr [('MP:0005025', 'abnormal response to infection'), ('HP:0002720', None), ('MP:0008874', 'decreased physiological sensitivity to xenobiotic')]\n",
      "MGI:1923274 Gm11346 []\n",
      "MGI:2387217 Ift52 [('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance')]\n",
      "MGI:4937289 Gm17655 []\n",
      "MGI:5455766 Gm25989 []\n",
      "MGI:3644711 Gm8163 []\n",
      "MGI:1919335 Osgepl1 []\n",
      "MGI:5454593 Gm24816 []\n",
      "MGI:1929259 Asic5 []\n",
      "MGI:3643448 Gm7931 []\n",
      "MGI:3650377 Gm12275 []\n",
      "MGI:3648582 Gm4895 []\n",
      "MGI:3652029 Gm11877 []\n",
      "MGI:5456022 Gm26245 []\n",
      "MGI:3650191 Gm14480 []\n",
      "MGI:3649722 Gm13007 []\n",
      "MGI:3642342 Gm10086 []\n",
      "MGI:3650060 Gm14269 []\n",
      "MGI:97604 Pklr [('MP:0002875', 'decreased erythrocyte cell number'), ('MP:0000245', 'abnormal erythropoiesis'), ('HP:0001877', None), ('MP:0011178', 'increased erythroblast number'), ('MP:0010035', 'increased erythrocyte clearance'), ('GO:0051707PHENOTYPE', None), ('MP:0002874', 'decreased hemoglobin content'), ('HP:0001878', None), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0000208', 'decreased hematocrit'), ('HP:0012132', None), ('HP:0001744', None), ('MP:0010751', 'decreased susceptibility to parasitic infection induced morbidity/mortality')]\n",
      "MGI:97810 Ptprc [('MP:0008351', 'decreased gamma-delta intraepithelial T cell number'), ('MP:0000693', 'spleen hyperplasia'), ('MP:0008168', 'decreased B-1a cell number'), ('MP:0003944', 'abnormal T cell subpopulation ratio'), ('MP:0002418', 'increased susceptibility to viral infection'), ('MP:0000702', 'enlarged lymph nodes'), ('MP:0002398', 'abnormal bone marrow cell morphology/development'), ('HP:0002014', None), ('MP:0005092', 'decreased double-positive T cell number'), ('HP:0002090', None), ('MP:0005597', 'decreased susceptibility to type I hypersensitivity reaction'), ('HP:0012177', None), ('MP:0010136', 'decreased DN4 thymocyte number'), ('MP:0010839', 'decreased CD8-positive, alpha-beta memory T cell number'), ('MP:0008894', 'abnormal intraepithelial T cell morphology'), ('HP:0010987', None), ('MP:0010133', 'increased DN3 thymocyte number'), ('MP:0008080', 'abnormal CD8-positive, alpha-beta T cell differentiation'), ('GO:0045577PHENOTYPE', None), ('HP:0040006', None), ('MP:0008044', 'increased NK cell number'), ('HP:0001744', None), ('HP:0010976', None), ('HP:0010975', None), ('MP:0009808', 'decreased oligodendrocyte number'), ('MP:0001541', 'abnormal osteoclast physiology'), ('MP:0000245', 'abnormal erythropoiesis'), ('HP:0001882', None), ('MP:0001800', 'abnormal humoral immune response'), ('MP:0000715', 'decreased thymocyte number'), ('HP:0000083', None), ('MP:0005350', 'increased susceptibility to autoimmune disorder'), ('MP:0005095', 'decreased T cell proliferation'), ('MP:0008895', 'abnormal intraepithelial T cell number'), ('HP:0011840', None), ('MP:0008048', 'abnormal memory T cell number'), ('HP:0012115', None), ('MP:0008076', 'abnormal CD4-positive T cell differentiation'), ('MP:0005397', 'hematopoietic system phenotype'), ('MP:0010836', 'decreased CD4-positive, alpha-beta memory T cell number'), ('MP:0011084', 'lethality at weaning, incomplete penetrance'), ('GO:0030183PHENOTYPE', None), ('MP:0001828', 'abnormal T cell activation'), ('MP:0008211', 'decreased mature B cell number'), ('HP:0002846', None), ('MP:0008207', 'decreased B-2 B cell number'), ('MP:0004977', 'increased B-1 B cell number'), ('HP:0011893', None), ('HP:0002716', None), ('HP:0005404', None), ('HP:0001978', None), ('HP:0011115', None)]\n",
      "MGI:3780193 Mup12 []\n",
      "MGI:2385955 Defb19 []\n",
      "MGI:3650009 Gm14052 []\n",
      "MGI:1096353 Khk [('MP:0005380', 'embryo phenotype')]\n",
      "MGI:5521097 Gm27254 []\n",
      "MGI:1201607 Blzf1 []\n",
      "MGI:5452551 Gm22774 []\n",
      "MGI:5477346 Gm26852 []\n",
      "MGI:5453718 Gm23941 []\n",
      "MGI:3642193 Rpl19-ps11 []\n",
      "MGI:1919104 Dpep3 []\n",
      "MGI:1201387 Nlk [('MP:0011091', 'prenatal lethality, complete penetrance'), ('MP:0002217', 'small lymph nodes'), ('MP:0008208', 'decreased pro-B cell number'), ('MP:0000715', 'decreased thymocyte number'), ('MP:0001602', 'impaired myelopoiesis'), ('MP:0000333', 'decreased bone marrow cell number'), ('MP:0001405', 'impaired coordination'), ('HP:0040218', None), ('MP:0002722', 'abnormal immune system organ morphology')]\n",
      "MGI:2387642 Cxcl17 [('HP:0001627', None), ('HP:0009887', None)]\n",
      "MGI:107161 Cst8 []\n",
      "MGI:5456092 Gm26315 []\n",
      "MGI:96945 Smcp []\n",
      "MGI:5454482 Gm24705 []\n",
      "MGI:5453509 Gm23732 []\n",
      "MGI:3819551 Snord69 []\n",
      "MGI:3801917 Hopxos []\n",
      "MGI:2138953 Fibcd1 []\n",
      "MGI:3651545 Rpsa-ps4 []\n",
      "MGI:3030536 Olfr702 []\n",
      "MGI:5455227 Gm25450 []\n",
      "MGI:1933156 Acox3 []\n",
      "MGI:5455431 Gm25654 []\n",
      "MGI:3708729 Gm9825 []\n",
      "MGI:1915112 2310033P09Rik []\n",
      "MGI:3651345 Gm11450 []\n",
      "MGI:3645317 Gm16412 []\n",
      "MGI:1913954 Rbm4b [('HP:0003074', None), ('GO:0035883PHENOTYPE', None), ('HP:0000833', None)]\n",
      "MGI:5453045 Gm23268 []\n",
      "MGI:1099439 Stk10 []\n",
      "MGI:2685142 Olfm4 [('HP:0002718', None), ('MP:0010377', 'abnormal gut flora balance'), ('MP:0008713', 'abnormal cytokine level')]\n",
      "MGI:1913756 Psmg3 []\n",
      "MGI:3041188 Fam69c []\n",
      "MGI:1925953 Zfp972 []\n",
      "MGI:1859822 Crtam [('MP:0008682', 'decreased interleukin-17 secretion'), ('MP:0005387', 'immune system phenotype'), ('MP:0008078', 'increased CD8-positive, alpha-beta T cell number'), ('MP:0005463', 'abnormal CD4-positive, alpha-beta T cell physiology'), ('HP:0002718', None), ('HP:0011117', None), ('MP:0008074', 'increased CD4-positive, alpha beta T cell number')]\n",
      "MGI:5452880 Gm23103 []\n",
      "MGI:1917951 Nipal1 []\n",
      "MGI:1338820 Bmp10 [('HP:0000003', None), ('HP:0012101', None), ('HP:0004971', None), ('MP:0010725', 'thin interventricular septum'), ('MP:0000291', 'enlarged pericardium'), ('HP:0000967', None), ('MP:0001730', 'embryonic growth arrest'), ('MP:0011100', 'preweaning lethality, complete penetrance'), ('MP:0004076', 'abnormal vitelline vascular remodeling'), ('HP:0000778', None)]\n",
      "MGI:5452925 Gm23148 []\n",
      "MGI:97473 Pah [('HP:0001508', None), ('MP:0005332', 'abnormal amino acid level'), ('MP:0001265', 'decreased body size'), ('MP:0001496', 'audiogenic seizures'), ('MP:0001525', 'impaired balance'), ('HP:0003112', None), ('HP:0000568', None), ('MP:0009358', 'environmentally induced seizures'), ('GO:0004505PHENOTYPE', None)]\n",
      "MGI:3647751 Gm4987 []\n",
      "MGI:1917895 Oip5 []\n",
      "MGI:4421901 n-R5s56 []\n",
      "MGI:1888978 Ntn4 [('HP:0010783', None), ('MP:0002792', 'abnormal retinal vasculature morphology'), ('HP:0000525', None), ('MP:0010144', 'abnormal tumor vascularization'), ('MP:0000351', 'increased cell proliferation'), ('MP:0001265', 'decreased body size'), ('HP:0002597', None), ('MP:0009450', 'abnormal axon fasciculation')]\n",
      "MGI:2152844 Slc2a9 [('HP:0000123', None), ('HP:0000803', None), ('HP:0001395', None), ('HP:0004325', None), ('HP:0003259', None), ('HP:0001959', None), ('MP:0011925', 'abnormal heart echocardiography feature'), ('MP:0009350', 'decreased urine pH'), ('HP:0003081', None), ('MP:0008965', 'increased basal metabolism'), ('HP:0000126', None), ('HP:0001397', None), ('MP:0010359', 'increased liver free fatty acids level'), ('MP:0005289', 'increased oxygen consumption'), ('HP:0002155', None), ('HP:0000855', None), ('MP:0010107', 'abnormal renal reabsorbtion'), ('MP:0005367', 'renal/urinary system phenotype'), ('MP:0008882', 'abnormal enterocyte physiology'), ('HP:0003149', None), ('HP:0000092', None), ('HP:0001939', None), ('MP:0010379', 'decreased respiratory quotient'), ('MP:0003868', 'abnormal feces composition'), ('MP:0002169', 'no abnormal phenotype detected'), ('HP:0002048', None), ('HP:0000787', None), ('HP:0012611', None), ('HP:0003124', None)]\n",
      "MGI:88599 Cyp2b13 [('MP:0010851', 'decreased effector memory CD8-positive, alpha-beta T cell number')]\n",
      "MGI:99613 Zap70 [('MP:0002432', 'abnormal CD4-positive, alpha beta T cell morphology'), ('MP:0004919', 'abnormal positive T cell selection'), ('MP:0002217', 'small lymph nodes'), ('GO:0046777PHENOTYPE', None), ('MP:0001829', 'increased activated T cell number'), ('GO:0035556PHENOTYPE', None), ('MP:0003944', 'abnormal T cell subpopulation ratio'), ('MP:0008826', 'abnormal splenic cell ratio'), ('HP:0002090', None), ('MP:0008075', 'decreased CD4-positive, alpha beta T cell number'), ('MP:0002408', 'abnormal double-positive T cell morphology'), ('MP:0003790', 'absent CD4-positive, alpha beta T cells'), ('MP:0008080', 'abnormal CD8-positive, alpha-beta T cell differentiation'), ('HP:0001370', None), ('MP:0004974', 'decreased regulatory T cell number'), ('MP:0008049', 'increased memory T cell number'), ('MP:0002145', 'abnormal T cell differentiation'), ('MP:0001825', 'arrested T cell differentiation'), ('MP:0008070', 'absent T cells'), ('HP:0005415', None), ('HP:0011840', None), ('MP:0004816', 'abnormal class switch recombination'), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0008828', 'abnormal lymph node cell ratio'), ('HP:0000939', None), ('MP:0008499', 'increased IgG1 level'), ('MP:0008827', 'abnormal thymus cell ratio'), ('GO:0004713PHENOTYPE', None), ('HP:0005403', None), ('MP:0001828', 'abnormal T cell activation'), ('MP:0004972', 'abnormal regulatory T cell number'), ('MP:0003725', 'increased autoantibody level'), ('HP:0001367', None), ('HP:0000778', None), ('MP:0001606', 'impaired hematopoiesis')]\n",
      "MGI:1339962 Ftcd []\n",
      "MGI:88603 Cyp2d11 []\n",
      "ENSEMBL:ENSMUSG00000099077 Ppp2r3d []\n",
      "MGI:5456072 Gm26295 []\n",
      "MGI:3648632 Gm8814 []\n",
      "MGI:3648561 Gm9169 []\n",
      "MGI:1929217 Ap3s1-ps2 []\n",
      "MGI:2385211 Fam76a []\n",
      "MGI:2178742 Stab1 []\n",
      "MGI:1277143 Gtf2h3 []\n",
      "MGI:1920185 Ddx41 [('MP:0011100', 'preweaning lethality, complete penetrance'), ('MP:0013293', 'embryonic lethality prior to tooth bud stage')]\n",
      "MGI:1920648 Nipsnap3a []\n",
      "MGI:2442629 Mfsd7a []\n",
      "MGI:97429 Oas1g [('MP:0004651', 'increased thoracic vertebrae number'), ('HP:0005815', None)]\n",
      "MGI:97178 Map4 []\n",
      "MGI:3645529 Cyp21a2-ps []\n",
      "MGI:2679274 Adck5 []\n",
      "MGI:97828 Pygb []\n",
      "MGI:5452140 Gm22363 []\n",
      "MGI:2385046 Slc26a8 [('MP:0009243', 'hairpin sperm flagellum'), ('MP:0009831', 'abnormal sperm midpiece morphology'), ('MP:0009832', 'abnormal sperm mitochondrial sheath morphology'), ('MP:0004542', 'impaired acrosome reaction'), ('MP:0002675', 'asthenozoospermia')]\n",
      "MGI:3644440 Gm6175 []\n",
      "MGI:5530773 Mir6353 []\n",
      "MGI:2442858 Ddx58 [('MP:0011085', 'postnatal lethality, complete penetrance'), ('MP:0005387', 'immune system phenotype'), ('HP:0005403', None), ('MP:0011108', 'embryonic lethality during organogenesis, incomplete penetrance'), ('MP:0001829', 'increased activated T cell number'), ('HP:0001978', None), ('MP:0002462', 'abnormal granulocyte physiology'), ('HP:0002846', None), ('MP:0002418', 'increased susceptibility to viral infection'), ('HP:0005237', None), ('HP:0001911', None), ('MP:0008750', 'abnormal interferon level'), ('HP:0001744', None), ('MP:0008049', 'increased memory T cell number')]\n",
      "MGI:3643116 Gm8185 []\n",
      "MGI:894689 Ywhae [('MP:0004759', 'decreased mitotic index'), ('MP:0008022', 'dilated heart ventricle'), ('MP:0011390', 'abnormal fetal cardiomyocyte physiology'), ('MP:0000788', 'abnormal cerebral cortex morphology'), ('GO:0001764PHENOTYPE', None), ('MP:0008284', 'abnormal hippocampus pyramidal cell layer'), ('HP:0002269', None), ('HP:0000961', None), ('GO:0021766PHENOTYPE', None)]\n",
      "MGI:3652220 Hnf1aos2 []\n",
      "MGI:102504 mt-Co1 [('HP:0001508', None), ('MP:0000278', 'abnormal myocardial fiber morphology'), ('HP:0004325', None), ('MP:0001853', 'heart inflammation'), ('MP:0008775', 'abnormal heart ventricle pressure'), ('MP:0004215', 'abnormal myocardial fiber physiology'), ('HP:0002597', None), ('MP:0013405', 'increased circulating lactate level'), ('HP:0003198', None)]\n",
      "MGI:3780550 Mthfsl [('MP:0010053', 'decreased grip strength')]\n",
      "MGI:104768 Gast [('MP:0003892', 'abnormal gastric gland morphology'), ('MP:0004499', 'increased incidence of tumors by chemical induction'), ('HP:0000842', None), ('MP:0004140', 'abnormal gastric chief cell morphology'), ('HP:0011031', None), ('MP:0000495', 'abnormal colon morphology'), ('MP:0000501', 'abnormal digestive secretion'), ('MP:0003564', 'abnormal insulin secretion')]\n",
      "MGI:3652081 Rpsa-ps3 []\n",
      "MGI:3704287 Gm10175 []\n",
      "MGI:3783229 Gm15787 []\n",
      "MGI:3644566 Gm8731 []\n",
      "MGI:3650777 Gm14049 []\n",
      "MGI:3651698 Gm14239 []\n",
      "MGI:109565 Kmt2b [('MP:0003787', 'abnormal imprinting'), ('HP:0000969', None), ('MP:0008871', 'abnormal ovarian follicle number'), ('MP:0003059', 'decreased insulin secretion'), ('HP:0011969', None), ('MP:0009288', 'increased epididymal fat pad weight'), ('MP:0009648', 'abnormal superovulation'), ('HP:0001397', None), ('MP:0005181', 'decreased circulating estradiol level'), ('MP:0009289', 'decreased epididymal fat pad weight'), ('MP:0010359', 'increased liver free fatty acids level'), ('HP:0000855', None), ('MP:0012157', 'rostral body truncation'), ('MP:0011092', 'embryonic lethality, complete penetrance'), ('MP:0001923', 'reduced female fertility'), ('MP:0000929', 'open neural tube'), ('GO:0007613PHENOTYPE', None), ('HP:0000234', None), ('MP:0000269', 'abnormal heart looping'), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0003984', 'embryonic growth retardation'), ('HP:0000842', None), ('MP:0006042', 'increased apoptosis'), ('MP:0001688', 'abnormal somite development')]\n",
      "MGI:3037698 Gm1840 []\n",
      "MGI:3782787 Gm4604 []\n",
      "MGI:1921443 Ccdc9 []\n",
      "MGI:3779200 Gm10985 []\n",
      "MGI:103238 Cyp2c29 []\n",
      "MGI:5504161 Gm27046 []\n",
      "MGI:5455658 Gm25881 []\n",
      "MGI:1918017 Prpf3 [('MP:0005391', 'vision/eye phenotype'), ('MP:0011092', 'embryonic lethality, complete penetrance'), ('HP:0000546', None)]\n",
      "MGI:2152878 A1bg []\n",
      "MGI:4421983 n-R5s127 []\n",
      "MGI:4834247 Mir3074-1 []\n",
      "MGI:3643593 Gm8210 [('HP:0001508', None), ('MP:0011704', 'decreased fibroblast proliferation'), ('HP:0000823', None), ('MP:0011110', 'preweaning lethality, incomplete penetrance'), ('GO:0035264PHENOTYPE', None), ('MP:0000060', 'delayed bone ossification'), ('GO:0006412PHENOTYPE', None), ('GO:0008283PHENOTYPE', None), ('HP:0011018', None)]\n",
      "MGI:3612701 Spdye4b []\n",
      "MGI:1914006 Cfap97 []\n",
      "MGI:3644851 Gm7336 []\n",
      "MGI:1914722 Mtfr1 [('MP:0010956', 'abnormal mitochondrial ATP synthesis coupled electron transport')]\n",
      "MGI:1915317 Mrnip [('HP:0000752', None)]\n",
      "MGI:106651 Ly6e [('GO:0030325PHENOTYPE', None), ('GO:0055010PHENOTYPE', None), ('MP:0001740', 'failure of adrenal epinephrine secretion'), ('MP:0005663', 'abnormal circulating noradrenaline level'), ('MP:0008288', 'abnormal adrenal cortex morphology'), ('GO:0001701PHENOTYPE', None), ('GO:0035265PHENOTYPE', None)]\n",
      "MGI:3705695 Gm14516 []\n",
      "MGI:3650190 Gm14286 []\n",
      "MGI:3649910 Gm11619 []\n",
      "MGI:3651800 Gm14373 []\n",
      "MGI:2387201 Yrdc []\n",
      "MGI:4415005 Gm16585 []\n",
      "MGI:5452548 Gm22771 []\n",
      "MGI:1918464 Ppm1f [('HP:0000752', None)]\n",
      "MGI:1920905 Pex11g []\n",
      "MGI:95403 Stom []\n",
      "MGI:5453837 Gm24060 []\n",
      "MGI:2148248 1700102P08Rik []\n",
      "MGI:109266 Gzma [('MP:0005079', 'decreased cytotoxic T cell cytolysis'), ('MP:0005387', 'immune system phenotype'), ('MP:0003721', 'increased tumor growth/size')]\n",
      "MGI:1919519 Cda []\n",
      "MGI:2140998 Ube3c [('HP:0010679', None), ('MP:0005387', 'immune system phenotype'), ('HP:0005736', None), ('MP:0001258', 'decreased body length'), ('MP:0013513', 'decreased memory-marker CD4-negative NK T cell number'), ('MP:0003961', 'decreased lean body mass'), ('MP:0013522', 'decreased memory-marker CD4-positive NK T cell number'), ('MP:0013678', 'decreased Ly6C-positive NK T cell number'), ('MP:0011940', 'decreased food intake')]\n",
      "MGI:3649154 Rps12-ps22 []\n",
      "MGI:4422025 n-R5s161 []\n",
      "MGI:3708759 Gm10602 []\n",
      "MGI:3629652 Mir697 []\n",
      "MGI:1925106 Ankrd66 []\n",
      "MGI:3834078 Gm15832 []\n",
      "MGI:2443977 Gchfr []\n",
      "MGI:3651407 Gm13363 []\n",
      "MGI:88540 Csn1s1 [('MP:0004047', 'abnormal milk composition')]\n",
      "MGI:2385053 Rrp36 []\n",
      "MGI:3649935 Gm13320 []\n",
      "MGI:2444029 Ankrd52 []\n",
      "MGI:1913362 Marc1 []\n",
      "MGI:1922942 Nr2c2ap []\n",
      "MGI:2180203 Tmlhe []\n",
      "MGI:102475 mt-Ts1 []\n",
      "MGI:1931463 Sult5a1 []\n",
      "MGI:2142208 Faap24 []\n",
      "MGI:3651653 Gm11285 []\n",
      "MGI:4421907 n-R5s62 []\n",
      "MGI:3651744 Gm13141 []\n",
      "MGI:5452530 Gm22753 []\n",
      "MGI:2384812 Lpcat1 [('MP:0008450', 'retinal photoreceptor degeneration'), ('MP:0005551', 'abnormal eye electrophysiology'), ('HP:0000504', None), ('MP:0008444', 'retinal cone cell degeneration'), ('MP:0012029', 'abnormal electroretinogram waveform feature'), ('MP:0008451', 'retinal rod cell degeneration'), ('MP:0011087', 'neonatal lethality, complete penetrance'), ('MP:0001182', 'lung hemorrhage'), ('HP:0000961', None), ('MP:0011965', 'decreased total retina thickness'), ('HP:0000546', None)]\n",
      "MGI:1353627 Angptl3 [('MP:0002981', 'increased liver weight'), ('HP:0012153', None), ('MP:0005318', 'decreased triglyceride level'), ('MP:0009289', 'decreased epididymal fat pad weight'), ('MP:0000183', 'decreased circulating LDL cholesterol level'), ('MP:0005146', 'decreased circulating VLDL cholesterol level'), ('MP:0005375', 'adipose tissue phenotype'), ('HP:0003233', None)]\n",
      "MGI:5531399 Gm28017 []\n",
      "MGI:102563 Dct [('GO:0043473PHENOTYPE', None), ('GO:0048468PHENOTYPE', None), ('HP:0008034', None), ('MP:0005391', 'vision/eye phenotype'), ('HP:0009887', None)]\n",
      "MGI:1914652 Txndc8 []\n",
      "MGI:3646907 Gm6563 []\n",
      "MGI:3643270 Gm9386 []\n",
      "MGI:3652270 Gm13012 []\n",
      "MGI:96676 Kin []\n",
      "MGI:5530897 Mir7060 []\n",
      "MGI:3649301 Gm13577 []\n",
      "MGI:109254 Gzmf []\n",
      "MGI:1915271 Bphl [('MP:0011967', 'increased or absent threshold for auditory brainstem response'), ('HP:0012101', None)]\n",
      "MGI:5521072 Zfp-ps []\n",
      "MGI:5530891 Gm27509 []\n",
      "MGI:2181510 Dhrsx []\n",
      "MGI:2449939 Zgpat [('MP:0013279', 'increased fasted circulating glucose level')]\n",
      "MGI:99500 Ephx2 [('MP:0002792', 'abnormal retinal vasculature morphology'), ('HP:0001939', None)]\n",
      "MGI:5453401 Gm23624 []\n",
      "MGI:3782245 Gm4070 []\n",
      "MGI:3643790 Gm5451 []\n",
      "MGI:2387153 Npb []\n",
      "MGI:3652235 Rps19-ps7 []\n",
      "MGI:1913449 Commd4 []\n",
      "MGI:3782973 Gm15526 []\n",
      "MGI:3650507 Gm11868 []\n",
      "MGI:1202298 Nmt2 []\n",
      "MGI:3782325 Gm4149 []\n",
      "MGI:1914282 Snapc5 []\n",
      "MGI:97766 Prm2 [('HP:0000144', None), ('GO:0007286PHENOTYPE', None), ('HP:0000789', None), ('HP:0012206', None)]\n",
      "MGI:3651418 Gm11893 []\n",
      "MGI:1341284 Scnm1 [('GO:0008380PHENOTYPE', None)]\n",
      "MGI:2444491 Heatr3 []\n",
      "MGI:1347055 Vnn3 []\n",
      "MGI:1921587 Palm3 []\n",
      "MGI:5452105 Gm22328 []\n",
      "MGI:2445042 A230107N01Rik []\n",
      "MGI:1914246 Ceacam11 []\n",
      "MGI:3649742 Gm12226 []\n",
      "MGI:1891917 Ywhab []\n",
      "MGI:107283 Rab6b [('MP:0005387', 'immune system phenotype')]\n",
      "MGI:1315204 Slc40a1 [('HP:0001903', None), ('MP:0005562', 'decreased mean corpuscular hemoglobin'), ('MP:0013293', 'embryonic lethality prior to tooth bud stage'), ('MP:0009322', 'increased splenocyte apoptosis'), ('HP:0000938', None), ('MP:0004151', 'decreased circulating iron level'), ('HP:0000568', None), ('MP:0003998', 'decreased thermal nociceptive threshold'), ('MP:0011106', 'embryonic lethality between implantation and somite formation, incomplete penetrance'), ('MP:0005638', 'hemochromatosis'), ('MP:0005564', 'increased hemoglobin content'), ('HP:0001923', None), ('HP:0012465', None), ('MP:0005391', 'vision/eye phenotype'), ('MP:0011890', 'increased circulating ferritin level'), ('HP:0004840', None), ('MP:0009323', 'abnormal spleen development'), ('MP:0003131', 'increased erythrocyte cell number'), ('MP:0011897', 'decreased circulating unsaturated transferrin level'), ('MP:0020367', 'increased heart iron level'), ('HP:0040006', None), ('HP:0010504', None), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0008737', 'abnormal spleen physiology'), ('MP:0010124', 'decreased bone mineral content'), ('HP:0001877', None), ('HP:0001392', None), ('MP:0013302', 'increased pancreas iron level'), ('HP:0012675', None), ('HP:0011031', None), ('HP:0011273', None), ('MP:0008809', 'increased spleen iron level'), ('HP:0002910', None), ('MP:0001698', 'decreased embryo size'), ('MP:0011097', 'embryonic lethality between somite formation and embryo turning, complete penetrance'), ('HP:0005518', None), ('MP:0005397', 'hematopoietic system phenotype'), ('MP:0003631', 'nervous system phenotype'), ('MP:0002591', 'decreased mean corpuscular volume'), ('GO:0055072PHENOTYPE', None), ('MP:0001265', 'decreased body size'), ('MP:0010375', 'increased kidney iron level'), ('MP:0000692', 'small spleen')]\n",
      "MGI:1913315 Hsd17b14 []\n",
      "MGI:1921272 Glyr1 []\n",
      "MGI:3032634 Ugt1a5 []\n",
      "MGI:3783155 Gm15713 []\n",
      "MGI:1922375 4930513O06Rik []\n",
      "MGI:1914386 Kbtbd4 []\n",
      "MGI:97518 Cdk18 []\n",
      "MGI:3646708 Gm16409 []\n",
      "MGI:1934682 Emc9 []\n",
      "MGI:3652253 Gm14414 []\n",
      "MGI:3702407 Gm14416 []\n",
      "MGI:96018 Hba-ps4 []\n",
      "MGI:2442653 Rbm48 []\n",
      "MGI:2682318 Zfp395 []\n",
      "MGI:2148523 Vmn1r29 []\n",
      "MGI:1917473 Nars []\n",
      "MGI:88095 Serpinc1 [('MP:0002083', 'premature death'), ('HP:0200023', None), ('MP:0001935', 'decreased litter size'), ('HP:0001397', None), ('HP:0012372', None), ('HP:0001627', None), ('MP:0011099', 'lethality throughout fetal growth and development, complete penetrance'), ('MP:0002658', 'abnormal liver regeneration'), ('MP:0002698', 'abnormal sclera morphology'), ('HP:0001744', None), ('MP:0002847', 'abnormal renal glomerular filtration rate'), ('MP:0005098', 'abnormal optic choroid morphology'), ('MP:0020407', 'abnormal placental thrombosis'), ('MP:0006137', 'venoocclusion'), ('MP:0011100', 'preweaning lethality, complete penetrance'), ('MP:0002551', 'abnormal blood coagulation'), ('MP:0005329', 'abnormal myocardium layer morphology'), ('HP:0012115', None)]\n",
      "MGI:2673990 Vaultrc5 []\n",
      "MGI:1915737 Tmem140 []\n",
      "MGI:1925680 Prr9 []\n",
      "MGI:1310000 Kcnj15 []\n",
      "MGI:3649994 Gm13586 []\n",
      "MGI:97370 Enpp1 [('MP:0004181', 'abnormal carotid artery morphology'), ('MP:0002083', 'premature death'), ('HP:0004325', None), ('MP:0006357', 'abnormal circulating mineral level'), ('HP:0000938', None), ('MP:0004231', 'abnormal calcium ion homeostasis'), ('HP:0002754', None), ('MP:0003653', 'decreased skin turgor'), ('HP:0100774', None), ('HP:0007862', None), ('HP:0005645', None), ('MP:0002066', 'abnormal motor capabilities/coordination/movement'), ('HP:0011729', None), ('MP:0001505', 'hunched posture'), ('MP:0020039', 'increased bone ossification'), ('HP:0007973', None), ('MP:0001565', 'abnormal circulating phosphate level'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0010124', 'decreased bone mineral content'), ('HP:0100671', None), ('MP:0011584', 'increased alkaline phosphatase activity'), ('MP:0010234', 'abnormal vibrissa follicle morphology'), ('MP:0000166', 'abnormal chondrocyte morphology'), ('MP:0009820', 'abnormal liver vasculature morphology'), ('HP:0002143', None), ('MP:0009763', 'increased sensitivity to induced morbidity/mortality'), ('HP:0001508', None), ('MP:0001533', 'abnormal skeleton physiology'), ('MP:0003196', 'calcified skin'), ('HP:0002650', None), ('MP:0005592', 'abnormal vascular smooth muscle morphology'), ('MP:0004173', 'abnormal intervertebral disk morphology'), ('HP:0004963', None), ('HP:0100769', None), ('HP:0000365', None), ('MP:0013941', 'abnormal enthesis morphology'), ('HP:0001367', None), ('HP:0002758', None), ('HP:0011138', None)]\n",
      "MGI:3779896 Ccnb2-ps []\n",
      "MGI:1927099 Rplp1 []\n",
      "MGI:1915930 Fitm1 []\n",
      "MGI:2181366 Capn8 []\n",
      "MGI:3643411 Gm5422 []\n",
      "MGI:3648259 Gm6768 []\n",
      "MGI:5455354 Gm25577 []\n",
      "MGI:1918049 Cep192 []\n",
      "MGI:5455351 Gm25574 []\n",
      "MGI:1918249 Naa40 [('MP:0005559', 'increased circulating glucose level'), ('HP:0004324', None), ('MP:0014171', 'increased fatty acid oxidation'), ('MP:0000183', 'decreased circulating LDL cholesterol level'), ('MP:0010360', 'decreased liver free fatty acids level'), ('MP:0002310', 'decreased susceptibility to hepatic steatosis'), ('MP:0004889', 'increased energy expenditure'), ('HP:0100738', None), ('MP:0010379', 'decreased respiratory quotient'), ('MP:0003976', 'decreased circulating VLDL triglyceride level'), ('MP:0005292', 'improved glucose tolerance')]\n",
      "MGI:5453825 Gm24048 []\n",
      "MGI:99182 Zscan21 [('MP:0009004', 'progressive hair loss'), ('HP:0001595', None), ('MP:0008925', 'increased cerebellar granule cell number'), ('MP:0003941', 'abnormal skin development'), ('MP:0000886', 'abnormal cerebellar granule layer morphology'), ('HP:0001006', None), ('MP:0002015', 'epithelioid cysts'), ('MP:0000855', 'accelerated formation of intralobular fissures')]\n",
      "MGI:97849 Rag2 [('HP:0001888', None), ('HP:0002720', None), ('MP:0009540', \"absent Hassall's corpuscle\"), ('MP:0008479', 'decreased spleen white pulp amount'), ('MP:0005092', 'decreased double-positive T cell number'), ('HP:0002664', None), ('HP:0002732', None), ('MP:0008213', 'absent immature B cells'), ('HP:0002090', None), ('MP:0002401', 'abnormal lymphopoiesis'), ('HP:0002719', None), ('MP:0000511', 'abnormal intestinal mucosa morphology'), ('MP:0008182', 'decreased marginal zone B cell number'), ('MP:0000333', 'decreased bone marrow cell number'), ('MP:0010133', 'increased DN3 thymocyte number'), ('HP:0004315', None), ('MP:0002722', 'abnormal immune system organ morphology'), ('HP:0010976', None), ('MP:0005671', 'abnormal response to transplant'), ('MP:0008356', 'abnormal gamma-delta T cell differentiation'), ('HP:0001019', None), ('MP:0005095', 'decreased T cell proliferation'), ('MP:0008174', 'decreased follicular B cell number'), ('MP:0002407', 'abnormal double-negative T cell morphology'), ('MP:0008097', 'increased plasma cell number'), ('MP:0002169', 'no abnormal phenotype detected'), ('HP:0004326', None), ('MP:0002403', 'abnormal pre-B cell morphology'), ('MP:0008209', 'decreased pre-B cell number'), ('HP:0004295', None), ('MP:0002435', 'abnormal effector T cell morphology'), ('HP:0002037', None), ('HP:0002846', None), ('HP:0002718', None), ('MP:0002831', \"absent Peyer's patches\"), ('MP:0001802', 'arrested B cell differentiation'), ('MP:0001265', 'decreased body size'), ('MP:0000696', \"abnormal Peyer's patch morphology\")]\n",
      "MGI:105305 Slc1a5 []\n",
      "MGI:1914846 Tespa1 [('MP:0013588', 'small thymus medulla'), ('MP:0008567', 'decreased interferon-gamma secretion'), ('MP:0008075', 'decreased CD4-positive, alpha beta T cell number'), ('MP:0008049', 'increased memory T cell number'), ('HP:0005403', None)]\n",
      "MGI:1096868 Cxcl5 [('MP:0000322', 'increased granulocyte number'), ('MP:0008597', 'decreased circulating interleukin-6 level'), ('MP:0010209', 'abnormal circulating chemokine level'), ('HP:0001875', None), ('MP:0008734', 'decreased susceptibility to endotoxin shock'), ('MP:0008706', 'decreased interleukin-6 secretion'), ('MP:0008563', 'decreased interferon-alpha secretion')]\n",
      "MGI:97072 Gbp4 []\n",
      "MGI:3646665 Gm5457 []\n",
      "MGI:2384581 Ces4a []\n",
      "MGI:3648043 Rybp-ps []\n",
      "MGI:3645843 Gm7765 []\n",
      "MGI:3028580 Cyp4a31 []\n",
      "MGI:2446144 March9 [('HP:0003330', None), ('HP:0004325', None)]\n",
      "MGI:2445210 Cyp4f39 []\n",
      "MGI:3612288 Cyp2c67 []\n",
      "MGI:3651005 Gm13436 []\n",
      "MGI:5455059 Gm25282 []\n",
      "MGI:2674130 Cnksr3 []\n",
      "MGI:3711310 9930111J21Rik2 []\n",
      "MGI:5452978 Gm23201 []\n",
      "MGI:5454374 Gm24597 []\n",
      "MGI:96211 Hp [('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0000332', 'hemoglobinemia'), ('HP:0012211', None), ('MP:0002703', 'abnormal renal tubule morphology'), ('MP:0003917', 'increased kidney weight'), ('MP:0005325', 'abnormal renal glomerulus morphology'), ('MP:0004756', 'abnormal proximal convoluted tubule morphology')]\n",
      "MGI:1929278 Tmem59 []\n",
      "MGI:101788 Cisd3 []\n",
      "MGI:96247 Hsp90ab1 [('MP:0001716', 'abnormal placenta labyrinth morphology'), ('MP:0005031', 'abnormal trophoblast layer morphology')]\n",
      "MGI:2141165 Kpna7 []\n",
      "MGI:98812 Tpmt [('MP:0002429', 'abnormal blood cell morphology/development'), ('MP:0005389', 'reproductive system phenotype')]\n",
      "MGI:3651973 Gm14101 []\n",
      "MGI:109610 Enc1 [('MP:0008075', 'decreased CD4-positive, alpha beta T cell number'), ('HP:0008887', None), ('MP:0010168', 'increased CD4-positive, CD25-positive, alpha-beta regulatory T cell number'), ('HP:0008165', None), ('HP:0003233', None), ('HP:0003146', None)]\n",
      "MGI:3651784 Gm11878 []\n",
      "MGI:3704291 B230322F03Rik []\n",
      "MGI:1913378 Mrps36 []\n",
      "MGI:102501 mt-Cytb []\n",
      "MGI:3704311 Gm10284 []\n",
      "MGI:1919193 Tom1l1 []\n",
      "MGI:95499 Fcgr2b [('MP:0005596', 'increased susceptibility to type I hypersensitivity reaction'), ('GO:0007166PHENOTYPE', None), ('HP:0000123', None), ('HP:0001733', None), ('HP:0004325', None), ('GO:0009617PHENOTYPE', None), ('HP:0000969', None), ('MP:0005026', 'decreased susceptibility to parasitic infection'), ('HP:0012649', None), ('HP:0002090', None), ('MP:0005390', 'skeleton phenotype'), ('HP:0000093', None), ('MP:0005325', 'abnormal renal glomerulus morphology'), ('MP:0001505', 'hunched posture'), ('GO:0006955PHENOTYPE', None), ('MP:0008501', 'increased IgG2b level'), ('MP:0003724', 'increased susceptibility to induced arthritis'), ('MP:0004829', 'increased anti-chromatin antibody level'), ('HP:0002633', None), ('MP:0002148', 'abnormal hypersensitivity reaction'), ('MP:0008783', 'decreased B cell apoptosis'), ('GO:0006952PHENOTYPE', None)]\n",
      "MGI:3782952 Rpl15-ps3 []\n",
      "ENSEMBL:ENSMUSG00000097394 AC109138.2 []\n",
      "MGI:3644020 Rpl7a-ps11 []\n",
      "MGI:1101055 Ifit3 []\n",
      "MGI:1916804 Klhdc2 [('HP:0007957', None), ('MP:0011953', 'prolonged PQ interval'), ('HP:0004324', None), ('MP:0000443', 'abnormal snout morphology'), ('MP:0001402', 'hypoactivity'), ('HP:0001337', None), ('HP:0001640', None), ('MP:0011100', 'preweaning lethality, complete penetrance')]\n",
      "MGI:1352481 Znhit2 []\n",
      "MGI:3643471 Gm7493 []\n",
      "MGI:3650525 Gm11737 []\n",
      "MGI:3819536 Snord45c []\n",
      "MGI:3651086 Gm13009 []\n",
      "MGI:5455417 Gm25640 []\n",
      "MGI:1336161 Klrc1 [('MP:0008561', 'decreased tumor necrosis factor secretion'), ('HP:0002090', None), ('HP:0012115', None)]\n",
      "MGI:1099443 Nnmt []\n",
      "MGI:3643814 Gm4841 []\n",
      "MGI:1914533 Slc25a19 [('HP:0012379', None), ('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance'), ('MP:0012677', 'absent brain ventricles'), ('MP:0001698', 'decreased embryo size')]\n",
      "MGI:1913614 2310009A05Rik []\n",
      "MGI:3702070 Gm13697 []\n",
      "MGI:5434024 Gm21860 []\n",
      "MGI:3652217 Gm14130 []\n",
      "MGI:5452525 Gm22748 []\n",
      "MGI:3643433 Gm8062 []\n",
      "MGI:1933177 Pik3ap1 [('MP:0008497', 'decreased IgG2b level'), ('HP:0006270', None), ('HP:0010976', None), ('HP:0004313', None), ('HP:0002850', None), ('MP:0008174', 'decreased follicular B cell number')]\n",
      "MGI:1923245 5033417F24Rik []\n",
      "MGI:1338798 S100a11 []\n",
      "MGI:96963 Mep1a [('MP:0001935', 'decreased litter size'), ('HP:0100577', None), ('MP:0008641', 'increased circulating interleukin-1 beta level'), ('MP:0002703', 'abnormal renal tubule morphology'), ('MP:0009642', 'abnormal blood homeostasis'), ('MP:0008640', 'abnormal circulating interleukin-1 beta level'), ('MP:0008721', 'abnormal chemokine level'), ('MP:0008537', 'increased susceptibility to induced colitis')]\n",
      "MGI:1915756 Ctnnbip1 [('HP:0030769', None), ('GO:0001658PHENOTYPE', None), ('MP:0010983', 'abnormal ureteric bud invasion'), ('HP:0000175', None), ('HP:0000104', None), ('MP:0001648', 'abnormal apoptosis'), ('MP:0004936', 'impaired branching involved in ureteric bud morphogenesis'), ('HP:0005105', None)]\n",
      "MGI:3044162 Rsl1 []\n",
      "MGI:109336 Etv6 [('GO:0022008PHENOTYPE', None), ('MP:0002083', 'premature death'), ('MP:0000245', 'abnormal erythropoiesis'), ('MP:0002401', 'abnormal lymphopoiesis'), ('HP:0001508', None), ('MP:0002082', 'postnatal lethality'), ('MP:0010373', 'myeloid hyperplasia'), ('HP:0010976', None), ('MP:0001884', 'mammary gland alveolar hyperplasia'), ('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance'), ('MP:0011110', 'preweaning lethality, incomplete penetrance'), ('HP:0001875', None), ('MP:0010299', 'increased mammary gland tumor incidence'), ('HP:0005506', None), ('HP:0001873', None), ('MP:0002414', 'abnormal myeloblast morphology/development'), ('MP:0006410', 'abnormal common myeloid progenitor cell morphology'), ('MP:0000229', 'abnormal megakaryocyte differentiation'), ('MP:0002123', 'abnormal definitive hematopoiesis'), ('HP:0002664', None)]\n",
      "MGI:3704317 Sap18b []\n",
      "MGI:3574098 Xlr4a []\n",
      "MGI:5454748 Gm24971 []\n",
      "MGI:2685663 Rbm44 [('MP:0001934', 'increased litter size')]\n",
      "MGI:2136976 Cecr5 []\n",
      "MGI:3643894 Gm7091 []\n",
      "MGI:1347023 Txnrd2 [('HP:0000969', None), ('HP:0001392', None), ('MP:0003140', 'dilated heart atrium'), ('GO:0007507PHENOTYPE', None), ('HP:0001635', None), ('MP:0011087', 'neonatal lethality, complete penetrance'), ('MP:0002123', 'abnormal definitive hematopoiesis'), ('MP:0002169', 'no abnormal phenotype detected'), ('GO:0030097PHENOTYPE', None)]\n",
      "MGI:3781073 Gm2895 []\n",
      "MGI:3648068 Gm6091 []\n",
      "MGI:3648656 Gm5507 []\n",
      "MGI:3651237 Gm13767 []\n",
      "MGI:1913741 Polr2l []\n",
      "MGI:108100 Dvl3 [('HP:0000126', None), ('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0011666', 'double outlet right ventricle, ventricular defect committed to aorta'), ('HP:0100891', None), ('HP:0002098', None)]\n",
      "MGI:5453866 Gm24089 []\n",
      "MGI:3644269 C1s2 []\n",
      "MGI:3651485 Gm12583 []\n",
      "MGI:96269 Ranbp1 [('HP:0008669', None), ('HP:0001508', None), ('MP:0005389', 'reproductive system phenotype')]\n",
      "MGI:1276109 Cldn1 [('MP:0011100', 'preweaning lethality, complete penetrance'), ('HP:0000962', None), ('MP:0011087', 'neonatal lethality, complete penetrance'), ('HP:0100678', None), ('HP:0001944', None)]\n",
      "MGI:1261428 Chchd2 []\n",
      "MGI:3802001 Gm16124 []\n",
      "MGI:1925188 Fam53b [('HP:0005518', None), ('MP:0010087', 'increased circulating fructosamine level'), ('MP:0010068', 'decreased red blood cell distribution width')]\n",
      "MGI:1924139 Coq8b []\n",
      "MGI:1915881 Cryl1 []\n",
      "MGI:1916476 Snx24 []\n",
      "MGI:1918355 Mterf4 [('MP:0000278', 'abnormal myocardial fiber morphology'), ('MP:0011389', 'absent optic disc'), ('HP:0004325', None), ('MP:0001698', 'decreased embryo size'), ('HP:0001640', None), ('MP:0004215', 'abnormal myocardial fiber physiology'), ('GO:0007507PHENOTYPE', None), ('MP:0006036', 'abnormal mitochondrial physiology')]\n",
      "MGI:2159681 Timd2 [('HP:0100827', None)]\n",
      "MGI:1924270 Atl3 []\n",
      "MGI:1919602 Zfyve27 []\n",
      "MGI:3644570 Gm8724 []\n",
      "MGI:96534 Cd74 [('MP:0005616', 'decreased susceptibility to type IV hypersensitivity reaction'), ('MP:0005465', 'abnormal T-helper 1 physiology'), ('MP:0008567', 'decreased interferon-gamma secretion'), ('GO:0016064PHENOTYPE', None), ('MP:0005387', 'immune system phenotype'), ('MP:0004919', 'abnormal positive T cell selection'), ('MP:0005348', 'increased T cell proliferation'), ('MP:0005397', 'hematopoietic system phenotype'), ('MP:0001265', 'decreased body size'), ('GO:0006886PHENOTYPE', None), ('MP:0005094', 'abnormal T cell proliferation'), ('MP:0002452', 'abnormal professional antigen presenting cell physiology'), ('MP:0004800', 'decreased susceptibility to experimental autoimmune encephalomyelitis'), ('MP:0005042', 'abnormal level of surface class II molecules'), ('HP:0002846', None), ('GO:0019882PHENOTYPE', None), ('MP:0001835', 'abnormal antigen presentation'), ('HP:0010976', None), ('MP:0004799', 'increased susceptibility to experimental autoimmune encephalomyelitis')]\n",
      "MGI:3649557 Gm12366 []\n",
      "MGI:1913844 Uqcr11 []\n",
      "MGI:1338074 Ikbkg [('MP:0005343', 'increased circulating aspartate transaminase level'), ('MP:0009580', 'increased keratinocyte apoptosis'), ('HP:0000962', None), ('HP:0002605', None), ('HP:0200042', None), ('HP:0001397', None), ('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance'), ('HP:0011115', None), ('MP:0005387', 'immune system phenotype'), ('HP:0001392', None), ('MP:0003638', 'abnormal response/metabolism to endogenous compounds'), ('MP:0008670', 'decreased interleukin-12b secretion'), ('HP:0012379', None), ('HP:0005415', None), ('MP:0011009', 'increased circulating glutamate dehydrogenase level'), ('MP:0008734', 'decreased susceptibility to endotoxin shock'), ('MP:0005560', 'decreased circulating glucose level'), ('MP:0002941', 'increased circulating alanine transaminase level'), ('MP:0009766', 'increased sensitivity to xenobiotic induced morbidity/mortality'), ('MP:0000607', 'abnormal hepatocyte morphology'), ('HP:0012115', None), ('MP:0002161', 'abnormal fertility/fecundity'), ('MP:0008174', 'decreased follicular B cell number'), ('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0008873', 'increased physiological sensitivity to xenobiotic'), ('MP:0008735', 'increased susceptibility to endotoxin shock'), ('MP:0008553', 'increased circulating tumor necrosis factor level'), ('MP:0008874', 'decreased physiological sensitivity to xenobiotic'), ('HP:0005403', None), ('MP:0008211', 'decreased mature B cell number'), ('MP:0003887', 'increased hepatocyte apoptosis'), ('MP:0009385', 'abnormal dermal pigmentation'), ('MP:0001233', 'abnormal epidermis suprabasal layer morphology'), ('HP:0002037', None), ('HP:0002846', None), ('HP:0001337', None), ('HP:0011123', None), ('MP:0006042', 'increased apoptosis'), ('MP:0008561', 'decreased tumor necrosis factor secretion'), ('MP:0008215', 'decreased immature B cell number'), ('MP:0000692', 'small spleen')]\n",
      "MGI:88609 Cyp3a11 [('HP:0010683', None)]\n",
      "MGI:3819548 Snord66 []\n",
      "MGI:1921373 Foxp4 [('MP:0004187', 'cardia bifida'), ('MP:0006065', 'abnormal heart position or orientation'), ('MP:0002151', 'abnormal neural tube morphology'), ('HP:0001360', None), ('HP:0002414', None), ('MP:0003119', 'abnormal digestive system development'), ('GO:0007507PHENOTYPE', None), ('HP:0040006', None), ('HP:0011025', None)]\n",
      "MGI:3647101 Gm16368 []\n",
      "MGI:3650890 Gm13841 []\n",
      "MGI:2182335 Cables2 []\n",
      "MGI:2384767 BC023105 []\n",
      "MGI:1914490 Taok1 []\n",
      "MGI:3644593 Klhl33 []\n",
      "MGI:3707464 Gm15371 []\n",
      "MGI:3652108 Zeb2os []\n",
      "MGI:3650480 Rpl36-ps8 []\n",
      "MGI:5455269 Gm25492 []\n",
      "MGI:1924105 Slc17a5 [('HP:0001508', None), ('MP:0011085', 'postnatal lethality, complete penetrance'), ('HP:0012638', None), ('HP:0002069', None), ('HP:0012757', None), ('HP:0001093', None), ('HP:0001337', None), ('MP:0009358', 'environmentally induced seizures'), ('MP:0000746', 'weakness'), ('MP:0003871', 'abnormal myelin sheath morphology'), ('HP:0000365', None), ('MP:0008025', 'brain vacuoles'), ('HP:0001288', None), ('MP:0000358', 'abnormal cell morphology'), ('HP:0000833', None)]\n",
      "MGI:1914724 Snap29 [('MP:0003960', 'increased lean body mass'), ('MP:0020352', 'abnormal endoplasmic reticulum physiology'), ('HP:0011121', None), ('MP:0001239', 'abnormal epidermis stratum granulosum morphology'), ('MP:0009608', 'abnormal epidermal lamellar body morphology'), ('HP:0000962', None), ('MP:0009546', 'absent gastric milk in neonates'), ('HP:0100679', None), ('HP:0011122', None), ('MP:0010123', 'increased bone mineral content'), ('MP:0001240', 'abnormal epidermis stratum corneum morphology'), ('MP:0011087', 'neonatal lethality, complete penetrance'), ('MP:0009583', 'increased keratinocyte proliferation'), ('MP:0002656', 'abnormal keratinocyte differentiation')]\n",
      "MGI:106402 Tmem30a [('MP:0011100', 'preweaning lethality, complete penetrance')]\n",
      "MGI:2159680 Havcr1 [('MP:0001844', 'autoimmune response'), ('MP:0005387', 'immune system phenotype'), ('MP:0005090', 'increased double-negative T cell number'), ('MP:0005463', 'abnormal CD4-positive, alpha-beta T cell physiology'), ('MP:0008702', 'increased interleukin-5 secretion'), ('MP:0008660', 'increased interleukin-10 secretion'), ('MP:0002405', 'respiratory system inflammation'), ('MP:0002376', 'abnormal dendritic cell physiology'), ('HP:0001744', None)]\n",
      "MGI:5452582 Gm22805 []\n",
      "MGI:3647980 Gm5560 []\n",
      "MGI:1202880 Traf4 [('MP:0011101', 'prenatal lethality, incomplete penetrance'), ('HP:0004325', None), ('MP:0003120', 'abnormal tracheal cartilage morphology'), ('GO:0030323PHENOTYPE', None), ('MP:0003091', 'abnormal cell migration'), ('MP:0000141', 'abnormal vertebral body morphology'), ('HP:0002090', None), ('MP:0001935', 'decreased litter size'), ('MP:0008146', 'asymmetric sternocostal joints'), ('MP:0004703', 'abnormal vertebral column morphology'), ('MP:0012547', 'spina bifida cystica'), ('HP:0000902', None), ('MP:0001950', 'abnormal respiratory sounds'), ('HP:0010307', None), ('GO:0007585PHENOTYPE', None), ('MP:0003051', 'curly tail'), ('HP:0002777', None), ('MP:0002376', 'abnormal dendritic cell physiology'), ('MP:0008148', 'abnormal sternocostal joint morphology'), ('MP:0001258', 'decreased body length'), ('MP:0004552', 'fused tracheal cartilage rings'), ('MP:0004173', 'abnormal intervertebral disk morphology'), ('HP:0002751', None)]\n",
      "MGI:3842428 Pisd-ps1 []\n",
      "MGI:4421985 n-R5s129 []\n",
      "MGI:1915541 Mto1 [('HP:0001678', None), ('HP:0004325', None), ('MP:0001489', 'decreased startle reflex'), ('MP:0010632', 'cardiac muscle necrosis'), ('MP:0010394', 'decreased QRS amplitude'), ('MP:0003461', 'abnormal response to novel object'), ('MP:0001405', 'impaired coordination'), ('HP:0000752', None), ('MP:0002833', 'increased heart weight'), ('HP:0006682', None), ('MP:0011639', 'decreased mitochondrial DNA content')]\n",
      "MGI:4421989 n-R5s133 []\n",
      "MGI:1923875 Hoxd3os1 []\n",
      "MGI:3782916 Mup-ps4 []\n",
      "MGI:105061 Clcn2 [('MP:0001154', 'seminiferous tubule degeneration'), ('HP:0012863', None), ('MP:0004109', 'abnormal Sertoli cell development'), ('HP:0008669', None), ('MP:0005310', 'abnormal salivary gland physiology'), ('MP:0004022', 'abnormal cone electrophysiology'), ('MP:0008586', 'disorganized photoreceptor outer segment'), ('HP:0003134', None), ('HP:0012373', None), ('MP:0005201', 'abnormal retinal pigment epithelium morphology'), ('MP:0003871', 'abnormal myelin sheath morphology'), ('MP:0008025', 'brain vacuoles'), ('MP:0004021', 'abnormal rod electrophysiology'), ('MP:0008581', 'disorganized photoreceptor inner segment'), ('HP:0010791', None), ('MP:0003731', 'abnormal retinal outer nuclear layer morphology'), ('MP:0003690', 'abnormal glial cell physiology'), ('HP:0002143', None), ('HP:0006989', None), ('HP:0002363', None), ('MP:0002216', 'abnormal seminiferous tubule morphology'), ('MP:0005386', 'behavior/neurological phenotype'), ('MP:0003729', 'abnormal photoreceptor outer segment morphology'), ('HP:0002180', None), ('MP:0008917', 'abnormal oligodendrocyte physiology'), ('HP:0000546', None)]\n",
      "MGI:5452356 Gm22579 []\n",
      "MGI:5451854 Gm22077 []\n",
      "MGI:2145043 Cep170b []\n",
      "MGI:107784 Zfp74 []\n",
      "MGI:1346875 Map3k4 [('MP:0011090', 'perinatal lethality, incomplete penetrance'), ('HP:0003251', None), ('HP:0012861', None), ('HP:0000969', None), ('MP:0011099', 'lethality throughout fetal growth and development, complete penetrance'), ('MP:0002151', 'abnormal neural tube morphology'), ('HP:0000921', None), ('HP:0002414', None), ('MP:0003830', 'abnormal testis development'), ('MP:0001265', 'decreased body size'), ('MP:0002211', 'abnormal primary sex determination'), ('MP:0002995', 'primary sex reversal'), ('MP:0006418', 'abnormal testis cord formation'), ('GO:0010468PHENOTYPE', None)]\n",
      "MGI:3650297 Gm11967 []\n",
      "MGI:97876 Rbp1 [('MP:0005551', 'abnormal eye electrophysiology'), ('MP:0002216', 'abnormal seminiferous tubule morphology'), ('MP:0005444', 'abnormal retinol metabolism'), ('MP:0003011', 'delayed dark adaptation'), ('MP:0011750', 'abnormal seminiferous tubule epithelium morphology'), ('HP:0012373', None), ('MP:0011234', 'abnormal retinol level'), ('HP:0007973', None)]\n",
      "MGI:4422058 n-R5s193 []\n",
      "MGI:2443935 Snapc4 [('MP:0005296', 'abnormal humerus morphology')]\n",
      "MGI:1925300 4930570N18Rik []\n",
      "MGI:2182838 Serpina3f []\n",
      "MGI:1917115 A1cf [('MP:0000352', 'decreased cell proliferation'), ('MP:0011094', 'embryonic lethality before implantation, complete penetrance')]\n",
      "MGI:3705193 Gm15265 []\n",
      "MGI:3645107 Gm6506 []\n",
      "MGI:2180021 Cd207 [('MP:0005616', 'decreased susceptibility to type IV hypersensitivity reaction'), ('MP:0008496', 'decreased IgG2a level'), ('MP:0005387', 'immune system phenotype'), ('HP:0002850', None), ('MP:0008498', 'decreased IgG3 level'), ('HP:0002720', None), ('MP:0008127', 'decreased dendritic cell number'), ('MP:0000696', \"abnormal Peyer's patch morphology\"), ('MP:0008118', 'absent Langerhans cell')]\n",
      "MGI:1098791 Sepsecs []\n",
      "MGI:1861694 Cited4 []\n",
      "MGI:3819500 Snora31 []\n",
      "MGI:4937017 Gm17383 []\n",
      "MGI:3783088 Gm15644 []\n",
      "MGI:2181434 Phc3 []\n",
      "MGI:4421968 n-R5s118 []\n",
      "MGI:3646919 Fignl2 []\n",
      "MGI:2140623 Mob3c []\n",
      "MGI:1859559 Slc22a7 []\n",
      "MGI:3704247 Rpl35a-ps5 []\n",
      "MGI:88515 Cryaa [('GO:0007017PHENOTYPE', None), ('HP:0000517', None), ('MP:0003237', 'abnormal lens epithelium morphology'), ('HP:0008063', None), ('MP:0008796', 'increased lens fiber apoptosis'), ('HP:0000568', None), ('GO:0001666PHENOTYPE', None), ('GO:0006915PHENOTYPE', None), ('GO:0010629PHENOTYPE', None), ('MP:0003236', 'abnormal lens capsule morphology'), ('GO:0001934PHENOTYPE', None)]\n",
      "MGI:5531285 Gm27903 []\n",
      "MGI:5453796 Gm24019 []\n",
      "MGI:3646005 Gm5944 []\n",
      "MGI:1925841 Mir142hg [('MP:0005461', 'abnormal dendritic cell morphology'), ('MP:0008126', 'increased dendritic cell number'), ('MP:0008115', 'abnormal dendritic cell differentiation')]\n",
      "MGI:88057 Apoe [('MP:0003949', 'abnormal circulating lipid level'), ('MP:0004404', 'cochlear outer hair cell degeneration'), ('MP:0002270', 'abnormal pulmonary alveolus morphology'), ('MP:0005146', 'decreased circulating VLDL cholesterol level'), ('HP:0006482', None), ('MP:0009289', 'decreased epididymal fat pad weight'), ('MP:0001663', 'abnormal digestive system physiology'), ('MP:0001413', 'abnormal response to new environment'), ('HP:0012153', None), ('MP:0000788', 'abnormal cerebral cortex morphology'), ('HP:0002910', None), ('MP:0001392', 'abnormal locomotor behavior'), ('MP:0001745', 'increased circulating corticosterone level'), ('MP:0005341', 'decreased susceptibility to atherosclerosis'), ('HP:0002621', None), ('MP:0010026', 'decreased liver cholesterol level'), ('HP:0008216', None), ('MP:0005455', 'increased susceptibility to weight gain'), ('MP:0010451', 'kidney microaneurysm'), ('MP:0008288', 'abnormal adrenal cortex morphology'), ('MP:0005591', 'decreased vasodilation'), ('MP:0004398', 'cochlear inner hair cell degeneration'), ('MP:0001363', 'increased anxiety-related response'), ('MP:0001625', 'cardiac hypertrophy'), ('MP:0002891', 'increased insulin sensitivity'), ('HP:0002904', None), ('MP:0004148', 'increased compact bone thickness'), ('MP:0005167', 'abnormal blood-brain barrier function'), ('MP:0003871', 'abnormal myelin sheath morphology'), ('MP:0003674', 'oxidative stress'), ('MP:0005325', 'abnormal renal glomerulus morphology'), ('MP:0010895', 'increased lung compliance'), ('HP:0003233', None), ('MP:0002733', 'abnormal thermal nociception'), ('MP:0004879', 'decreased systemic vascular resistance'), ('MP:0008289', 'abnormal adrenal medulla morphology'), ('GO:0042157PHENOTYPE', None), ('HP:0002718', None), ('MP:0004952', 'increased spleen weight'), ('MP:0005412', 'vascular stenosis'), ('MP:0000181', 'abnormal circulating LDL cholesterol level'), ('MP:0001212', 'skin lesions'), ('MP:0001417', 'decreased exploration in new environment'), ('HP:0003330', None), ('HP:0003141', None), ('HP:0003146', None), ('MP:0005459', 'decreased percent body fat/body weight'), ('HP:0012184', None), ('HP:0012757', None), ('MP:0001547', 'abnormal lipid level'), ('HP:0011001', None), ('MP:0008182', 'decreased marginal zone B cell number'), ('HP:0002155', None), ('MP:0004630', 'spiral modiolar artery stenosis'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0008916', 'abnormal astrocyte physiology'), ('MP:0002376', 'abnormal dendritic cell physiology'), ('MP:0008174', 'decreased follicular B cell number'), ('MP:0005551', 'abnormal eye electrophysiology'), ('GO:0006979PHENOTYPE', None), ('HP:0002486', None), ('MP:0004769', 'abnormal synaptic vesicle morphology'), ('MP:0008706', 'decreased interleukin-6 secretion'), ('MP:0004629', 'abnormal spiral modiolar artery morphology'), ('HP:0002634', None), ('HP:0003464', None), ('HP:0004325', None), ('HP:0001006', None), ('MP:0009122', 'decreased white fat cell lipid droplet size'), ('HP:0030781', None), ('MP:0008515', 'thin retinal outer nuclear layer'), ('MP:0001489', 'decreased startle reflex'), ('MP:0011508', 'glomerular capillary thrombosis'), ('MP:0010868', 'increased bone trabecula number'), ('HP:0003073', None), ('MP:0005641', 'increased mean corpuscular hemoglobin concentration'), ('MP:0003976', 'decreased circulating VLDL triglyceride level'), ('MP:0011561', 'renal glomerulus lipidosis'), ('HP:0001114', None), ('MP:0000031', 'abnormal cochlea morphology'), ('HP:0000752', None), ('MP:0002164', 'abnormal gland physiology'), ('MP:0005560', 'decreased circulating glucose level'), ('HP:0003292', None), ('MP:0002421', 'abnormal cell-mediated immunity'), ('GO:0008203PHENOTYPE', None), ('HP:0010702', None), ('MP:0001942', 'abnormal lung volume'), ('MP:0005386', 'behavior/neurological phenotype'), ('MP:0000043', 'organ of Corti degeneration'), ('MP:0011309', 'abnormal kidney arterial blood vessel morphology'), ('MP:0006076', 'abnormal circulating homocysteine level'), ('HP:0002846', None), ('MP:0005317', 'increased triglyceride level'), ('MP:0011941', 'increased fluid intake')]\n",
      "MGI:2686991 Tmem120a []\n",
      "MGI:3026615 Mettl7a2 []\n",
      "MGI:3650055 Gm11972 []\n",
      "MGI:3781847 Gm3671 []\n",
      "MGI:3704266 Gm10243 []\n",
      "MGI:4422029 n-R5s165 []\n",
      "MGI:3652005 Gm12918 []\n",
      "MGI:3819484 Scarna2 []\n",
      "MGI:1923839 Unc5cl []\n",
      "MGI:4421886 n-R5s41 []\n",
      "MGI:2145733 Cphx1 []\n",
      "MGI:104913 Abi1 [('MP:0003229', 'abnormal vitelline vasculature morphology'), ('HP:0030769', None), ('MP:0001787', 'pericardial edema'), ('MP:0010545', 'abnormal heart layer morphology'), ('MP:0002836', 'abnormal chorion morphology'), ('MP:0001622', 'abnormal vasculogenesis'), ('MP:0003974', 'abnormal endocardium morphology'), ('MP:0000930', 'wavy neural tube')]\n",
      "MGI:2685587 Vmo1 []\n",
      "MGI:3619412 Mir451a [('HP:0001871', None), ('MP:0000693', 'spleen hyperplasia'), ('MP:0000245', 'abnormal erythropoiesis'), ('HP:0001903', None), ('MP:0008406', 'increased cellular sensitivity to hydrogen peroxide'), ('HP:0012517', None), ('HP:0011273', None), ('MP:0005097', 'polychromatophilia'), ('MP:0004952', 'increased spleen weight'), ('MP:0011241', 'abnormal fetal derived definitive erythrocyte cell number'), ('MP:0001586', 'abnormal erythrocyte cell number')]\n",
      "MGI:3819504 Snora36b []\n",
      "MGI:1313259 Slfn1 [('MP:0002169', 'no abnormal phenotype detected'), ('MP:0005387', 'immune system phenotype')]\n",
      "MGI:3645365 Gm9104 []\n",
      "MGI:3030535 Olfr701 []\n",
      "MGI:3650107 Gm14279 []\n",
      "MGI:3782703 Gm4518 []\n",
      "MGI:1924242 Fam219aos []\n",
      "MGI:3705781 Rpl39-ps []\n",
      "MGI:1099464 Ssr4 []\n",
      "MGI:2385708 Rin3 []\n",
      "MGI:95392 Eng [('MP:0000267', 'abnormal heart development'), ('MP:0002083', 'premature death'), ('MP:0001719', 'absent vitelline blood vessels'), ('MP:0012732', 'abnormal perineural vascular plexus morphology'), ('MP:0004086', 'absent heartbeat'), ('MP:0005602', 'decreased angiogenesis'), ('HP:0000252', None), ('MP:0004177', 'tail telangiectases'), ('GO:0003273PHENOTYPE', None), ('HP:0001698', None), ('MP:0003396', 'abnormal embryonic hematopoiesis'), ('HP:0011854', None), ('HP:0002098', None), ('HP:0001640', None), ('MP:0001689', 'incomplete somite formation'), ('HP:0001892', None), ('MP:0000265', 'atretic vasculature'), ('MP:0000259', 'abnormal vascular development'), ('MP:0000420', 'ruffled hair'), ('MP:0000269', 'abnormal heart looping'), ('HP:0002629', None), ('MP:0013241', 'embryo tissue necrosis'), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0013139', 'moribund'), ('MP:0004787', 'abnormal dorsal aorta morphology'), ('MP:0004883', 'abnormal vascular wound healing'), ('HP:0100026', None), ('HP:0011029', None), ('GO:0001525PHENOTYPE', None), ('MP:0002652', 'thin myocardium')]\n",
      "MGI:4421955 n-R5s107 []\n",
      "MGI:2136335 Klhl1 [('HP:0001288', None), ('MP:0000890', 'thin cerebellar molecular layer')]\n",
      "MGI:2139790 Clca4b []\n",
      "MGI:1916990 Dph5 []\n",
      "MGI:95561 Flt4 [('HP:0045006', None), ('MP:0002082', 'postnatal lethality'), ('MP:0005385', 'cardiovascular system phenotype'), ('MP:0001787', 'pericardial edema'), ('MP:0004076', 'abnormal vitelline vascular remodeling'), ('GO:0007585PHENOTYPE', None), ('MP:0003659', 'abnormal lymph circulation'), ('MP:0012732', 'abnormal perineural vascular plexus morphology'), ('HP:0002597', None), ('MP:0000013', 'abnormal adipose tissue distribution'), ('MP:0004784', 'abnormal anterior cardinal vein morphology'), ('GO:0003016PHENOTYPE', None), ('MP:0005389', 'reproductive system phenotype')]\n",
      "MGI:97771 Proc [('MP:0001656', 'focal hepatic necrosis'), ('HP:0001395', None), ('HP:0002170', None), ('GO:0007596PHENOTYPE', None), ('GO:0001889PHENOTYPE', None), ('MP:0011089', 'perinatal lethality, complete penetrance'), ('MP:0002551', 'abnormal blood coagulation'), ('MP:0011087', 'neonatal lethality, complete penetrance'), ('HP:0002033', None), ('MP:0005048', 'abnormal thrombosis'), ('MP:0002419', 'abnormal innate immunity'), ('HP:0000978', None)]\n",
      "MGI:4936934 Gm17300 []\n",
      "MGI:1925182 Sh2d4b []\n",
      "MGI:5453656 Gm23879 []\n",
      "MGI:1916780 2310002L09Rik []\n",
      "MGI:2146198 Ttc38 []\n",
      "MGI:1925246 Cutal [('HP:0010442', None)]\n",
      "MGI:3647437 Rps11-ps5 []\n",
      "MGI:5504031 Gm26916 []\n",
      "MGI:2385205 Ipo13 []\n",
      "MGI:1915646 Nat8 []\n",
      "MGI:3651234 Rpsa-ps12 []\n",
      "MGI:3645153 Gm7389 []\n",
      "MGI:3650208 Gm13167 []\n",
      "MGI:3605234 BC049715 []\n",
      "MGI:3704353 Gm10145 []\n",
      "MGI:2443267 Agfg2 []\n",
      "MGI:1341830 Eif2ak3 [('MP:0005215', 'abnormal pancreatic islet morphology'), ('MP:0009176', 'increased pancreatic alpha cell number'), ('MP:0009145', 'abnormal pancreatic acinus morphology'), ('MP:0000141', 'abnormal vertebral body morphology'), ('MP:0004986', 'abnormal osteoblast morphology'), ('MP:0011085', 'postnatal lethality, complete penetrance'), ('HP:0011842', None), ('MP:0001402', 'hypoactivity'), ('GO:0031016PHENOTYPE', None), ('MP:0001505', 'hunched posture'), ('MP:0005220', 'abnormal exocrine pancreas morphology'), ('MP:0003562', 'abnormal pancreatic beta cell physiology'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('GO:0004672PHENOTYPE', None), ('HP:0003074', None), ('HP:0009121', None), ('HP:0006568', None), ('HP:0002753', None), ('MP:0009174', 'absent pancreatic beta cells'), ('MP:0003564', 'abnormal insulin secretion'), ('HP:0000833', None), ('MP:0008873', 'increased physiological sensitivity to xenobiotic'), ('HP:0000939', None), ('MP:0020137', 'decreased bone mineralization'), ('MP:0009172', 'small pancreatic islets'), ('MP:0009164', 'exocrine pancreas atrophy'), ('MP:0003340', 'acute pancreas inflammation'), ('GO:0019722PHENOTYPE', None), ('HP:0003103', None)]\n",
      "MGI:4937850 Gm17023 []\n",
      "MGI:3643510 Gm8807 []\n",
      "MGI:1353496 Slc25a5 []\n",
      "MGI:3819521 Snord13 []\n",
      "MGI:5433902 Gm21738 []\n",
      "MGI:96244 Hspa1a []\n",
      "MGI:1919016 Raver1 [('MP:0001475', 'reduced long term depression'), ('MP:0005384', 'cellular phenotype')]\n",
      "MGI:3649470 Gm13292 []\n",
      "MGI:3805955 Gm6043 []\n",
      "MGI:3651428 Gm13522 []\n",
      "MGI:102503 mt-Co2 []\n",
      "MGI:3644689 Gm8623 []\n",
      "MGI:1858496 Deaf1 [('HP:0030769', None), ('MP:0003012', 'no phenotypic analysis'), ('MP:0000929', 'open neural tube'), ('MP:0003460', 'decreased fear-related response'), ('HP:0000892', None), ('HP:0000902', None)]\n",
      "MGI:2448403 Hist1h2bl []\n",
      "MGI:2684919 Gcnt4 [('GO:0048872PHENOTYPE', None), ('MP:0005478', 'decreased circulating thyroxine level'), ('GO:0048729PHENOTYPE', None), ('MP:0000219', 'increased neutrophil cell number')]\n",
      "MGI:3650675 Rpl9-ps3 []\n",
      "MGI:1923639 Ankrd36 []\n",
      "MGI:3647829 Gm10382 []\n",
      "MGI:1916946 2310057N15Rik []\n",
      "MGI:3603817 Appbp2os []\n",
      "MGI:3780066 Gm9658 []\n",
      "MGI:1931086 Tusc2 [('HP:0001974', None), ('HP:0004325', None), ('GO:0006909PHENOTYPE', None), ('HP:0012089', None), ('MP:0002019', 'abnormal tumor incidence'), ('MP:0011508', 'glomerular capillary thrombosis'), ('GO:2000377PHENOTYPE', None), ('MP:0013249', 'adipose tissue necrosis'), ('GO:0032618PHENOTYPE', None), ('MP:0004794', 'increased anti-nuclear antigen antibody level'), ('MP:0005325', 'abnormal renal glomerulus morphology'), ('HP:0002665', None), ('MP:0008676', 'decreased interleukin-15 secretion'), ('GO:0048469PHENOTYPE', None), ('HP:0002633', None)]\n",
      "MGI:1920949 Ppp2r1b [('HP:0003251', None), ('MP:0000219', 'increased neutrophil cell number')]\n",
      "MGI:5451833 Gm22056 []\n",
      "MGI:3650059 Snhg15 []\n",
      "MGI:3040693 Zmiz1 [('GO:0003007PHENOTYPE', None), ('MP:0002053', 'decreased incidence of induced tumors'), ('MP:0004787', 'abnormal dorsal aorta morphology'), ('HP:0005403', None), ('HP:0000980', None), ('MP:0002672', 'abnormal pharyngeal arch artery morphology'), ('MP:0011110', 'preweaning lethality, incomplete penetrance'), ('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance'), ('MP:0012732', 'abnormal perineural vascular plexus morphology'), ('MP:0001722', 'pale yolk sac'), ('GO:0001570PHENOTYPE', None), ('GO:0048589PHENOTYPE', None), ('MP:0014224', 'increased ileal goblet cell number'), ('MP:0001698', 'decreased embryo size'), ('HP:0040218', None), ('MP:0000285', 'abnormal heart valve morphology'), ('GO:0001701PHENOTYPE', None), ('MP:0003105', 'abnormal heart atrium morphology'), ('HP:0010976', None), ('GO:0007296PHENOTYPE', None)]\n",
      "MGI:1917004 Fbxo7 [('MP:0002875', 'decreased erythrocyte cell number'), ('HP:0005518', None), ('HP:0002904', None), ('HP:0003251', None), ('MP:0008075', 'decreased CD4-positive, alpha beta T cell number'), ('MP:0002416', 'abnormal proerythroblast morphology'), ('HP:0001894', None), ('GO:0045620PHENOTYPE', None), ('MP:0010088', 'decreased circulating fructosamine level'), ('MP:0011179', 'decreased erythroblast number'), ('HP:0012132', None), ('MP:0010850', 'increased effector memory CD8-positive, alpha-beta T cell number'), ('MP:0005561', 'increased mean corpuscular hemoglobin')]\n",
      "MGI:2387894 Snord87 []\n",
      "MGI:1917685 Inf2 []\n",
      "MGI:5434641 Gm21286 []\n",
      "MGI:108093 Bid [('HP:0025100', None), ('MP:0003992', 'increased mortality induced by ionizing radiation'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0005370', 'liver/biliary system phenotype'), ('MP:0008734', 'decreased susceptibility to endotoxin shock'), ('MP:0002273', 'abnormal pulmonary alveolus epithelial cell morphology'), ('MP:0009764', 'decreased sensitivity to induced morbidity/mortality')]\n",
      "MGI:5455942 Gm26165 []\n",
      "MGI:3037684 Gm1826 []\n",
      "MGI:5452563 Gm22786 []\n",
      "MGI:2144284 Inca1 [('MP:0002357', 'abnormal spleen white pulp morphology'), ('HP:0005513', None), ('HP:0003261', None), ('MP:0011704', 'decreased fibroblast proliferation'), ('HP:0001978', None)]\n",
      "MGI:3801722 Gm15982 []\n",
      "MGI:3648580 Gm5863 []\n",
      "MGI:1926005 Fam122b []\n",
      "MGI:1916027 Tmem53 []\n",
      "MGI:2445363 Serpinb1c []\n",
      "MGI:3649405 Cd300ld2 []\n",
      "MGI:1345092 Pglyrp1 [('GO:0050728PHENOTYPE', None), ('HP:0011990', None), ('MP:0000488', 'abnormal intestinal epithelium morphology'), ('MP:0000490', 'abnormal crypts of Lieberkuhn morphology'), ('MP:0000512', 'intestinal ulcer'), ('MP:0005074', 'impaired granulocyte bactericidal activity'), ('MP:0003449', 'abnormal intestinal goblet cell morphology'), ('MP:0003724', 'increased susceptibility to induced arthritis'), ('MP:0000511', 'abnormal intestinal mucosa morphology'), ('MP:0010377', 'abnormal gut flora balance'), ('MP:0008705', 'increased interleukin-6 secretion'), ('HP:0001824', None), ('HP:0002718', None), ('MP:0008537', 'increased susceptibility to induced colitis'), ('MP:0009788', 'increased susceptibility to bacterial infection induced morbidity/mortality'), ('HP:0011115', None)]\n",
      "MGI:4439785 Gm16861 []\n",
      "MGI:103575 Skp1a []\n",
      "MGI:4421952 n-R5s104 []\n",
      "MGI:3649802 Rps11-ps3 []\n",
      "MGI:3650081 Rpl36-ps2 []\n",
      "MGI:3704493 Gm10053 []\n",
      "MGI:1201409 Pknox1 [('HP:0001903', None), ('HP:0000969', None), ('MP:0004196', 'abnormal prenatal growth/weight/body size'), ('MP:0005090', 'increased double-negative T cell number'), ('MP:0011096', 'embryonic lethality between implantation and somite formation, complete penetrance'), ('MP:0005391', 'vision/eye phenotype'), ('GO:0043010PHENOTYPE', None), ('MP:0006413', 'increased T cell apoptosis'), ('MP:0001693', 'failure of primitive streak formation'), ('HP:0010976', None), ('MP:0002429', 'abnormal blood cell morphology/development'), ('HP:0000708', None), ('HP:0012153', None), ('HP:0000980', None), ('MP:0009703', 'decreased birth body size'), ('MP:0001698', 'decreased embryo size'), ('MP:0008083', 'decreased single-positive T cell number'), ('MP:0011089', 'perinatal lethality, complete penetrance'), ('MP:0001672', 'abnormal embryo development'), ('GO:0030217PHENOTYPE', None), ('MP:0003984', 'embryonic growth retardation'), ('MP:0008211', 'decreased mature B cell number'), ('MP:0008209', 'decreased pre-B cell number'), ('GO:0001525PHENOTYPE', None), ('GO:0030097PHENOTYPE', None)]\n",
      "MGI:3652099 Gm11586 []\n",
      "MGI:1914267 Fam210b []\n",
      "MGI:3650486 Gm13121 []\n",
      "MGI:2143702 Enpp3 [('MP:0005596', 'increased susceptibility to type I hypersensitivity reaction'), ('HP:0002090', None), ('MP:0005387', 'immune system phenotype'), ('MP:0013956', 'decreased colon length'), ('HP:0100495', None), ('MP:0008699', 'increased interleukin-4 secretion'), ('MP:0002606', 'increased basophil cell number'), ('MP:0010180', 'increased susceptibility to weight loss'), ('MP:0002464', 'abnormal basophil physiology'), ('MP:0009763', 'increased sensitivity to induced morbidity/mortality')]\n",
      "MGI:1891389 Ccl27b []\n",
      "MGI:1918940 Esm1 []\n",
      "MGI:1929711 Anapc7 []\n",
      "MGI:2444345 Acnat2 []\n",
      "MGI:1921285 Nol9 []\n",
      "MGI:88597 Cyp2a5 []\n",
      "MGI:1923151 Dcp1a []\n",
      "MGI:1918095 4921508D12Rik []\n",
      "MGI:3606001 Apol9a []\n",
      "MGI:2445168 Elmod3 []\n",
      "MGI:107932 Ndufs6 [('MP:0002083', 'premature death'), ('MP:0003915', 'increased left ventricle weight'), ('GO:0006936PHENOTYPE', None), ('MP:0005281', 'increased fatty acid level'), ('MP:0001935', 'decreased litter size'), ('MP:0003819', 'increased left ventricle diastolic pressure'), ('MP:0003913', 'increased heart right ventricle weight'), ('MP:0003141', 'cardiac fibrosis'), ('MP:0004084', 'abnormal cardiac muscle relaxation'), ('MP:0010563', 'increased heart right ventricle size'), ('GO:0006631PHENOTYPE', None), ('MP:0008772', 'increased heart ventricle size'), ('GO:0072358PHENOTYPE', None), ('MP:0005598', 'decreased ventricle muscle contractility'), ('MP:0010579', 'increased heart left ventricle size'), ('HP:0008322', None), ('MP:0003822', 'decreased left ventricle systolic pressure'), ('HP:0001824', None), ('MP:0011631', 'decreased mitochondria size')]\n",
      "MGI:3646431 Rpl21-ps3 []\n",
      "MGI:1916998 Aldh16a1 [('HP:0003072', None), ('HP:0002902', None), ('HP:0007973', None)]\n",
      "MGI:5454744 Gm24967 []\n",
      "MGI:2141980 Scaf1 []\n",
      "MGI:1926230 Treh [('MP:0005367', 'renal/urinary system phenotype')]\n",
      "MGI:3649808 Gm11703 []\n",
      "MGI:96551 Il2rg [('MP:0000693', 'spleen hyperplasia'), ('MP:0000494', 'abnormal cecum morphology'), ('MP:0002217', 'small lymph nodes'), ('MP:0002416', 'abnormal proerythroblast morphology'), ('MP:0002378', 'abnormal gut-associated lymphoid tissue morphology'), ('MP:0000706', 'small thymus'), ('MP:0008479', 'decreased spleen white pulp amount'), ('MP:0008700', 'decreased interleukin-4 secretion'), ('MP:0005092', 'decreased double-positive T cell number'), ('MP:0001927', 'abnormal estrous cycle'), ('MP:0009011', 'prolonged diestrus'), ('MP:0005389', 'reproductive system phenotype'), ('MP:0013592', 'small thymus cortex'), ('HP:0011111', None), ('MP:0008075', 'decreased CD4-positive, alpha beta T cell number'), ('HP:0002850', None), ('MP:0005046', 'absent spleen white pulp'), ('HP:0004313', None), ('MP:0005425', 'increased macrophage cell number'), ('MP:0008688', 'decreased interleukin-2 secretion'), ('HP:0010987', None), ('MP:0001601', 'abnormal myelopoiesis'), ('MP:0008498', 'decreased IgG3 level'), ('HP:0010975', None), ('MP:0008348', 'absent gamma-delta T cells'), ('HP:0100494', None), ('MP:0000715', 'decreased thymocyte number'), ('MP:0008356', 'abnormal gamma-delta T cell differentiation'), ('MP:0000219', 'increased neutrophil cell number'), ('MP:0005095', 'decreased T cell proliferation'), ('MP:0012529', 'abnormal decidua basalis morphology'), ('MP:0004816', 'abnormal class switch recombination'), ('MP:0009020', 'prolonged metestrus'), ('MP:0002464', 'abnormal basophil physiology'), ('MP:0010776', 'abnormal placenta metrial gland morphology'), ('MP:0002421', 'abnormal cell-mediated immunity'), ('MP:0008122', 'decreased myeloid dendritic cell number'), ('MP:0008209', 'decreased pre-B cell number'), ('MP:0002831', \"absent Peyer's patches\"), ('MP:0008098', 'decreased plasma cell number')]\n",
      "MGI:3603401 A230005M16Rik []\n",
      "MGI:1931870 Zbtb22 []\n",
      "MGI:3647234 Rps15-ps2 []\n",
      "MGI:3644333 Gm8756 []\n",
      "MGI:2443701 B930095G15Rik []\n",
      "MGI:3645172 Gm9242 []\n",
      "MGI:1918141 Spdya []\n",
      "MGI:3801728 Gm16216 []\n",
      "MGI:2442153 Gak [('MP:0011085', 'postnatal lethality, complete penetrance'), ('MP:0000812', 'abnormal dentate gyrus morphology'), ('MP:0010900', 'abnormal pulmonary interalveolar septum morphology'), ('MP:0010902', 'abnormal pulmonary alveolar sac morphology'), ('MP:0004948', 'abnormal neuronal precursor proliferation'), ('GO:0072583PHENOTYPE', None), ('HP:0001392', None), ('MP:0012242', 'abnormal hepatoblast differentiation'), ('MP:0004782', 'abnormal surfactant physiology'), ('MP:0008458', 'abnormal cortical ventricular zone morphology'), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0011087', 'neonatal lethality, complete penetrance'), ('HP:0011124', None), ('MP:0004981', 'decreased neuronal precursor cell number')]\n",
      "MGI:3652124 Gm11793 []\n",
      "MGI:88384 F9 [('MP:0002083', 'premature death'), ('HP:0003010', None), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0012305', 'umbilical cord hemorrhage'), ('MP:0002551', 'abnormal blood coagulation'), ('HP:0001892', None), ('MP:0005023', 'abnormal wound healing')]\n",
      "MGI:3809525 Gm9574 []\n",
      "MGI:4414990 Gm16570 []\n",
      "MGI:103572 Cebpe [('MP:0005012', 'decreased eosinophil cell number'), ('MP:0002083', 'premature death'), ('GO:0030225PHENOTYPE', None), ('HP:0011990', None), ('HP:0001978', None), ('MP:0008111', 'abnormal granulocyte differentiation'), ('HP:0011121', None), ('MP:0001602', 'impaired myelopoiesis'), ('HP:0011992', None), ('MP:0000321', 'increased bone marrow cell number'), ('HP:0012649', None), ('MP:0000702', 'enlarged lymph nodes'), ('HP:0002754', None), ('HP:0012384', None), ('HP:0000509', None), ('MP:0008097', 'increased plasma cell number'), ('MP:0006410', 'abnormal common myeloid progenitor cell morphology')]\n",
      "MGI:4421965 n-R5s115 []\n",
      "MGI:2687281 Fam105a []\n",
      "MGI:101782 Scnn1a [('MP:0001402', 'hypoactivity'), ('MP:0011417', 'abnormal renal transport'), ('HP:0100738', None), ('MP:0011100', 'preweaning lethality, complete penetrance'), ('MP:0011087', 'neonatal lethality, complete penetrance'), ('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:2140260 Pcsk9 [('HP:0003464', None), ('HP:0003146', None), ('HP:0012184', None)]\n",
      "MGI:700013 Sorbs3 []\n",
      "MGI:3648029 Gm7658 []\n",
      "MGI:96239 Hsf2 [('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0001134', 'absent corpus luteum'), ('MP:0004901', 'decreased male germ cell number'), ('MP:0002216', 'abnormal seminiferous tubule morphology'), ('HP:0003228', None), ('MP:0002682', 'decreased mature ovarian follicle number'), ('HP:0001342', None), ('HP:0007082', None), ('HP:0008669', None), ('MP:0004929', 'decreased epididymis weight'), ('MP:0005431', 'decreased oocyte number'), ('MP:0001153', 'small seminiferous tubules')]\n",
      "MGI:104725 Atn1 [('GO:0008340PHENOTYPE', None), ('HP:0004325', None), ('MP:0003631', 'nervous system phenotype'), ('HP:0005736', None), ('GO:0008584PHENOTYPE', None), ('HP:0008887', None), ('HP:0001627', None), ('GO:0035264PHENOTYPE', None), ('MP:0002673', 'abnormal sperm number'), ('HP:0008734', None), ('GO:0007283PHENOTYPE', None), ('HP:0001288', None), ('MP:0002169', 'no abnormal phenotype detected'), ('GO:0009791PHENOTYPE', None)]\n",
      "MGI:3646182 Gm9385 []\n",
      "MGI:4421733 n-R5s1 []\n",
      "MGI:103009 Epb41l2 [('HP:0008669', None), ('MP:0011750', 'abnormal seminiferous tubule epithelium morphology'), ('MP:0004852', 'decreased testis weight'), ('HP:0008734', None), ('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:1315201 Grcc10 []\n",
      "MGI:3644263 Gm8648 []\n",
      "MGI:5453489 Gm23712 []\n",
      "MGI:3646180 Gm6361 []\n",
      "MGI:1916709 Ubl7 []\n",
      "MGI:109443 Gtpbp1 []\n",
      "MGI:1341171 Cnmd [('MP:0001533', 'abnormal skeleton physiology'), ('HP:0011001', None), ('MP:0005006', 'abnormal osteoblast physiology'), ('GO:0016525PHENOTYPE', None), ('MP:0002169', 'no abnormal phenotype detected'), ('HP:0010683', None)]\n",
      "MGI:894407 Tmem165 [('HP:0000525', None)]\n",
      "MGI:96513 Igkv15-103 []\n",
      "MGI:107750 Dync1i2 [('MP:0001392', 'abnormal locomotor behavior'), ('HP:0002902', None), ('HP:0003146', None)]\n",
      "MGI:5451819 Gm22042 []\n",
      "MGI:3781450 Gm3272 []\n",
      "MGI:4422013 n-R5s151 []\n",
      "MGI:5455409 Gm25632 []\n",
      "MGI:1919485 1700021J08Rik []\n",
      "MGI:1352754 Clic4 [('MP:0006055', 'abnormal vascular endothelial cell morphology'), ('HP:0200042', None), ('GO:0061299PHENOTYPE', None), ('GO:0035264PHENOTYPE', None), ('MP:0008734', 'decreased susceptibility to endotoxin shock'), ('GO:0007035PHENOTYPE', None), ('MP:0009703', 'decreased birth body size'), ('MP:0008554', 'decreased circulating tumor necrosis factor level'), ('HP:0002718', None), ('MP:0008706', 'decreased interleukin-6 secretion'), ('MP:0008770', 'decreased survivor rate'), ('MP:0004003', 'abnormal vascular endothelial cell physiology'), ('MP:0009764', 'decreased sensitivity to induced morbidity/mortality'), ('HP:0011115', None)]\n",
      "MGI:3644824 Gm5540 []\n",
      "MGI:2142980 Tmem266 []\n",
      "MGI:1336888 Prdx6b []\n",
      "MGI:3652245 Gm12989 []\n",
      "MGI:5455100 Gm25323 []\n",
      "MGI:1913788 Rps19bp1 [('HP:0001743', None)]\n",
      "MGI:2142572 Mtus1 [('MP:0002083', 'premature death'), ('HP:0001974', None), ('MP:0000688', 'lymphoid hyperplasia'), ('HP:0004324', None), ('MP:0005385', 'cardiovascular system phenotype'), ('MP:0004801', 'increased susceptibility to systemic lupus erythematosus'), ('HP:0000099', None), ('MP:0000351', 'increased cell proliferation'), ('HP:0001873', None), ('MP:0000358', 'abnormal cell morphology')]\n",
      "MGI:1915244 Mrps11 []\n",
      "MGI:2139258 Depdc7 []\n",
      "MGI:2149905 Ugt2a1 []\n",
      "MGI:1915686 Rpl34 []\n",
      "MGI:4421910 n-R5s65 []\n",
      "MGI:107682 Ppp1r14b []\n",
      "MGI:3781346 Rpl35a-ps7 []\n",
      "MGI:98105 Rps12 []\n",
      "MGI:5454285 Gm24508 []\n",
      "MGI:3645947 Mrip-ps []\n",
      "MGI:5477264 Gm26770 []\n",
      "MGI:3650759 Gm12715 []\n",
      "MGI:3802118 Mup-ps13 []\n",
      "MGI:1306775 Sucla2 [('MP:0011089', 'perinatal lethality, complete penetrance'), ('MP:0006036', 'abnormal mitochondrial physiology'), ('MP:0011638', 'abnormal mitochondrial chromosome morphology'), ('MP:0011639', 'decreased mitochondrial DNA content')]\n",
      "MGI:1923580 Sephs1 []\n",
      "MGI:1355310 Scly [('MP:0001463', 'abnormal spatial learning')]\n",
      "MGI:1347354 Homer2 [('HP:0012638', None), ('MP:0009754', 'enhanced behavioral response to cocaine'), ('MP:0005386', 'behavior/neurological phenotype'), ('MP:0009713', 'enhanced conditioned place preference behavior'), ('MP:0002062', 'abnormal associative learning')]\n",
      "MGI:3648534 Gm8973 []\n",
      "MGI:1923733 Lmf1 [('GO:0009306PHENOTYPE', None), ('MP:0002082', 'postnatal lethality'), ('HP:0000980', None), ('MP:0001402', 'hypoactivity'), ('HP:0002155', None), ('HP:0011029', None), ('HP:0003124', None), ('MP:0001182', 'lung hemorrhage'), ('HP:0000961', None)]\n",
      "MGI:4937867 Gm17040 []\n",
      "MGI:3644227 Gm8991 []\n",
      "MGI:5451977 Gm22200 []\n",
      "MGI:3645339 Gm5866 []\n",
      "MGI:1861232 Clec4e [('MP:0005616', 'decreased susceptibility to type IV hypersensitivity reaction'), ('MP:0008874', 'decreased physiological sensitivity to xenobiotic'), ('MP:0005025', 'abnormal response to infection'), ('GO:0002292PHENOTYPE', None), ('HP:0012312', None), ('MP:0004800', 'decreased susceptibility to experimental autoimmune encephalomyelitis'), ('MP:0008706', 'decreased interleukin-6 secretion'), ('MP:0008127', 'decreased dendritic cell number'), ('MP:0008615', 'decreased circulating interleukin-17 level')]\n",
      "MGI:2182607 Sdsl []\n",
      "MGI:88574 Cybb [('MP:0009873', 'abnormal aorta tunica media morphology'), ('MP:0002451', 'abnormal macrophage physiology'), ('MP:0001473', 'reduced long term potentiation'), ('HP:0011990', None), ('MP:0006317', 'decreased urine sodium level'), ('MP:0005385', 'cardiovascular system phenotype'), ('HP:0004325', None), ('MP:0010759', 'decreased right ventricle systolic pressure'), ('HP:0011037', None), ('MP:0003957', 'abnormal nitric oxide homeostasis'), ('HP:0002719', None), ('MP:0005381', 'digestive/alimentary phenotype'), ('MP:0002207', 'abnormal long term potentiation'), ('GO:0050665PHENOTYPE', None), ('MP:0000511', 'abnormal intestinal mucosa morphology'), ('MP:0005527', 'increased renal glomerular filtration rate'), ('MP:0003447', 'decreased tumor growth/size'), ('MP:0001405', 'impaired coordination'), ('MP:0005088', 'increased acute inflammation'), ('MP:0005526', 'decreased renal plasma flow rate'), ('HP:0012649', None)]\n",
      "MGI:1344415 Dmtf1 [('HP:0001508', None), ('MP:0013320', 'dilated seminal vesicles'), ('MP:0009546', 'absent gastric milk in neonates'), ('MP:0009703', 'decreased birth body size'), ('HP:0000021', None), ('MP:0002020', 'increased tumor incidence')]\n",
      "MGI:3705447 Gm15267 []\n",
      "MGI:3840152 Gm16335 []\n",
      "MGI:4936909 Gm17275 []\n",
      "MGI:3647495 Gm7399 []\n",
      "MGI:5434255 Gapdh-ps15 [('MP:0005397', 'hematopoietic system phenotype'), ('MP:0005385', 'cardiovascular system phenotype'), ('GO:0004365PHENOTYPE', None), ('MP:0002596', 'abnormal hematocrit'), ('MP:0011609', 'decreased glyceraldehyde-3-phosphate dehydrogenase (NAD+) (phosphorylating) activity'), ('HP:0012379', None), ('MP:0002874', 'decreased hemoglobin content'), ('MP:0005367', 'renal/urinary system phenotype'), ('MP:0011100', 'preweaning lethality, complete penetrance'), ('MP:0008770', 'decreased survivor rate'), ('MP:0005378', 'growth/size/body region phenotype')]\n",
      "MGI:2139607 Usp53 [('MP:0004749', 'nonsyndromic hearing loss'), ('MP:0004398', 'cochlear inner hair cell degeneration'), ('MP:0001489', 'decreased startle reflex'), ('MP:0002857', 'cochlear ganglion degeneration'), ('GO:0001508PHENOTYPE', None), ('GO:0007605PHENOTYPE', None), ('MP:0005386', 'behavior/neurological phenotype'), ('GO:0010996PHENOTYPE', None), ('MP:0004399', 'abnormal cochlear outer hair cell morphology'), ('GO:0006915PHENOTYPE', None), ('HP:0000365', None), ('MP:0004528', 'fused outer hair cell stereocilia'), ('MP:0004411', 'decreased endocochlear potential')]\n",
      "MGI:3649489 Gm12247 []\n",
      "MGI:1354958 Hs6st1 [('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('GO:0015012PHENOTYPE', None), ('MP:0005104', 'abnormal tarsal bone morphology'), ('MP:0003231', 'abnormal placenta vasculature'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('HP:0004325', None), ('HP:0012372', None), ('MP:0011099', 'lethality throughout fetal growth and development, complete penetrance'), ('MP:0011109', 'lethality throughout fetal growth and development, incomplete penetrance'), ('MP:0001698', 'decreased embryo size'), ('GO:0048286PHENOTYPE', None), ('MP:0001183', 'overexpanded pulmonary alveoli')]\n",
      "MGI:108057 Rpl6 []\n",
      "MGI:3643356 Rpsa-ps2 []\n",
      "MGI:2142985 Xylb [('MP:0005316', 'abnormal response to tactile stimuli'), ('MP:0003960', 'increased lean body mass'), ('HP:0011001', None), ('MP:0001486', 'abnormal startle reflex'), ('HP:0010683', None)]\n",
      "MGI:2685590 Rubcnl []\n",
      "MGI:2442443 Fsd1l []\n",
      "MGI:2441932 Prepl [('HP:0001252', None), ('MP:0001523', 'impaired righting response'), ('MP:0001258', 'decreased body length')]\n",
      "MGI:3705885 Rpl10a-ps1 []\n",
      "MGI:95525 Fgfr4 [('HP:0004325', None)]\n",
      "MGI:5454996 Gm25219 []\n",
      "MGI:97797 Ptgs1 [('MP:0004841', 'abnormal small intestine crypts of Lieberkuhn morphology'), ('MP:0012124', 'increased bronchoconstrictive response'), ('MP:0008800', 'increased small intestinal crypt cell apoptosis'), ('MP:0005389', 'reproductive system phenotype'), ('HP:0002664', None), ('MP:0005531', 'increased renal vascular resistance'), ('MP:0005527', 'increased renal glomerular filtration rate'), ('GO:0008217PHENOTYPE', None), ('HP:0001744', None), ('MP:0005186', 'increased circulating progesterone level'), ('MP:0009815', 'decreased prostaglandin level'), ('GO:0006693PHENOTYPE', None), ('MP:0003436', 'decreased susceptibility to induced arthritis'), ('MP:0009766', 'increased sensitivity to xenobiotic induced morbidity/mortality'), ('MP:0005378', 'growth/size/body region phenotype'), ('HP:0012533', None), ('MP:0011090', 'perinatal lethality, incomplete penetrance'), ('MP:0000233', 'abnormal blood flow velocity'), ('MP:0009818', 'abnormal thromboxane level'), ('MP:0009814', 'increased prostaglandin level'), ('MP:0011021', 'abnormal circadian regulation of heart rate'), ('MP:0003631', 'nervous system phenotype'), ('HP:0003110', None), ('HP:0011869', None), ('MP:0002736', 'abnormal nociception after inflammation'), ('MP:0003718', 'maternal effect'), ('MP:0002551', 'abnormal blood coagulation')]\n",
      "MGI:2442631 Mob1a []\n",
      "MGI:109246 Htr4 [('MP:0005449', 'abnormal food intake')]\n",
      "MGI:2139793 Cept1 []\n",
      "MGI:3650528 Gm13017 []\n",
      "MGI:2142885 Cog8 []\n",
      "MGI:5452840 Gm23063 []\n",
      "MGI:3783117 Gm15675 []\n",
      "MGI:5454950 Gm25173 []\n",
      "MGI:1860489 Ptbp2 [('HP:0001508', None), ('MP:0002199', 'abnormal brain commissure morphology'), ('MP:0008128', 'abnormal brain internal capsule morphology'), ('HP:0002180', None), ('MP:0008489', 'slow postnatal weight gain'), ('HP:0003811', None), ('MP:0008283', 'small hippocampus'), ('MP:0008458', 'abnormal cortical ventricular zone morphology'), ('MP:0001265', 'decreased body size'), ('MP:0008026', 'abnormal brain white matter morphology'), ('MP:0011087', 'neonatal lethality, complete penetrance'), ('MP:0004981', 'decreased neuronal precursor cell number')]\n",
      "MGI:1333759 Vmn1r51 []\n",
      "MGI:2138271 Gorab [('MP:0000379', 'decreased hair follicle number'), ('MP:0001243', 'abnormal dermal layer morphology'), ('MP:0009545', 'abnormal dermis papillary layer morphology'), ('HP:0002098', None), ('MP:0001786', 'skin edema')]\n",
      "MGI:3588216 Ube2u []\n",
      "MGI:4414979 Gm16559 []\n",
      "MGI:2443194 Harbi1 []\n",
      "MGI:1923822 Rbmxl2 []\n",
      "MGI:87886 Chrna2 [('MP:0002945', 'abnormal inhibitory postsynaptic currents'), ('MP:0002910', 'abnormal excitatory postsynaptic currents'), ('MP:0003631', 'nervous system phenotype')]\n",
      "MGI:5000466 Anpep [('MP:0003711', 'pathological neovascularization'), ('MP:0002451', 'abnormal macrophage physiology'), ('MP:0005387', 'immune system phenotype'), ('MP:0012075', 'impaired mammary gland growth during pregnancy')]\n",
      "MGI:1914588 Rffl []\n",
      "MGI:109501 Crat [('HP:0000816', None), ('MP:0005559', 'increased circulating glucose level'), ('MP:0002702', 'decreased circulating free fatty acid level'), ('MP:0004215', 'abnormal myocardial fiber physiology')]\n",
      "MGI:3645406 Gm8430 []\n",
      "MGI:3645521 Gm4735 []\n",
      "MGI:3583959 Fam188b []\n",
      "MGI:5477043 Gm26549 []\n",
      "MGI:1913839 Ube2v1 []\n",
      "MGI:5456093 Gm26316 []\n",
      "MGI:3650465 Gm13182 []\n",
      "MGI:3649532 Gm13675 []\n",
      "MGI:2147707 Kank1 []\n",
      "MGI:1202069 Cdk2ap1 [('GO:0001701PHENOTYPE', None), ('GO:0060325PHENOTYPE', None)]\n",
      "MGI:1925558 Gpr108 []\n",
      "MGI:5455394 Gm25617 []\n",
      "MGI:3642592 Gm10603 []\n",
      "MGI:3644647 Gm6071 []\n",
      "MGI:98224 Saa4 []\n",
      "MGI:1924753 Alg9 []\n",
      "MGI:3651632 Gm11222 []\n",
      "MGI:3826530 Gm16316 []\n",
      "MGI:1913417 Tma7 []\n",
      "MGI:2442862 Fcrl1 []\n",
      "MGI:1918619 Krtap16-3 []\n",
      "MGI:2676794 Mirlet7b []\n",
      "MGI:3704330 Gm10177 []\n",
      "MGI:2444308 Atg4d [('HP:0007703', None)]\n",
      "MGI:3651276 Gm11628 []\n",
      "MGI:96428 Ifi203 []\n",
      "MGI:1349215 Abcd1 [('MP:0008295', 'abnormal adrenal gland zona reticularis morphology'), ('MP:0000136', 'abnormal microglial cell morphology'), ('MP:0003313', 'abnormal locomotor activation'), ('HP:0002143', None), ('MP:0008294', 'abnormal adrenal gland zona fasciculata morphology'), ('MP:0001921', 'reduced fertility'), ('MP:0008288', 'abnormal adrenal cortex morphology'), ('HP:0002446', None), ('MP:0005284', 'increased saturated fatty acid level'), ('MP:0005281', 'increased fatty acid level'), ('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:1923558 Rab1b [('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:1341879 Zim1 []\n",
      "MGI:5453132 Gm23355 []\n",
      "MGI:2685446 Nuggc [('MP:0005387', 'immune system phenotype'), ('GO:0016446PHENOTYPE', None)]\n",
      "MGI:3650968 Gm12630 []\n",
      "MGI:1927667 Defb4 []\n",
      "MGI:96930 Mcc [('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:1289308 Tax1bp1 [('MP:0008687', 'increased interleukin-2 secretion'), ('MP:0008657', 'increased interleukin-1 beta secretion'), ('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance'), ('MP:0002442', 'abnormal leukocyte physiology'), ('HP:0011017', None), ('HP:0001627', None), ('MP:0001853', 'heart inflammation'), ('MP:0008489', 'slow postnatal weight gain'), ('MP:0000285', 'abnormal heart valve morphology'), ('MP:0008560', 'increased tumor necrosis factor secretion'), ('MP:0002148', 'abnormal hypersensitivity reaction')]\n",
      "MGI:109240 Ube2l3 [('MP:0011089', 'perinatal lethality, complete penetrance'), ('MP:0003984', 'embryonic growth retardation'), ('MP:0011109', 'lethality throughout fetal growth and development, incomplete penetrance'), ('MP:0001711', 'abnormal placenta morphology')]\n",
      "MGI:2441809 A530099J19Rik []\n",
      "MGI:1933114 Bcl9l []\n",
      "MGI:1929237 Pus1 [('MP:0004819', 'decreased skeletal muscle mass'), ('HP:0011804', None)]\n",
      "MGI:1914498 Rpl39 []\n",
      "MGI:2144158 Nudcd3 []\n",
      "MGI:3651491 Gm13864 []\n",
      "MGI:3705508 Gm14648 []\n",
      "MGI:109544 Aim1 [('MP:0009142', 'decreased prepulse inhibition'), ('MP:0013293', 'embryonic lethality prior to tooth bud stage'), ('MP:0013292', 'embryonic lethality prior to organogenesis'), ('MP:0001402', 'hypoactivity'), ('MP:0003232', 'abnormal forebrain development'), ('HP:0045005', None), ('HP:0002143', None), ('MP:0006108', 'abnormal hindbrain development')]\n",
      "MGI:5313104 Gm20657 []\n",
      "MGI:5452900 Gm23123 []\n",
      "MGI:1353636 Abt1 []\n",
      "MGI:5477078 Gm26584 []\n",
      "MGI:4421975 n-R5s123 []\n",
      "MGI:3704189 Rpl31-ps14 []\n",
      "MGI:2387430 Trim60 []\n",
      "MGI:2138584 Gigyf2 [('GO:0050881PHENOTYPE', None), ('GO:0008344PHENOTYPE', None), ('HP:0004325', None), ('MP:0001258', 'decreased body length'), ('MP:0008946', 'abnormal neuron number'), ('GO:0044267PHENOTYPE', None), ('GO:0035264PHENOTYPE', None), ('HP:0002180', None), ('MP:0005449', 'abnormal food intake'), ('GO:0021522PHENOTYPE', None), ('MP:0001405', 'impaired coordination'), ('MP:0002066', 'abnormal motor capabilities/coordination/movement'), ('MP:0008493', 'alpha-synuclein inclusion body'), ('GO:0009791PHENOTYPE', None)]\n",
      "MGI:2388477 Igsf11 []\n",
      "MGI:104803 Siae [('MP:0008499', 'increased IgG1 level'), ('HP:0003496', None), ('HP:0006270', None), ('MP:0008501', 'increased IgG2b level'), ('HP:0005403', None), ('MP:0008502', 'increased IgG3 level'), ('MP:0008182', 'decreased marginal zone B cell number'), ('MP:0005154', 'increased B cell proliferation'), ('MP:0004771', 'increased anti-single stranded DNA antibody level'), ('MP:0008500', 'increased IgG2a level'), ('HP:0003212', None), ('MP:0008169', 'increased B-1b cell number'), ('MP:0004762', 'increased anti-double stranded DNA antibody level')]\n",
      "MGI:105932 Inhbc [('MP:0005370', 'liver/biliary system phenotype'), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0005389', 'reproductive system phenotype')]\n",
      "MGI:1925678 Pym1 []\n",
      "MGI:2142489 Ido2 [('MP:0005616', 'decreased susceptibility to type IV hypersensitivity reaction'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0005397', 'hematopoietic system phenotype'), ('MP:0004946', 'abnormal regulatory T cell physiology'), ('MP:0008706', 'decreased interleukin-6 secretion'), ('MP:0008561', 'decreased tumor necrosis factor secretion'), ('HP:0002664', None)]\n",
      "MGI:1914346 Mmachc [('MP:0005382', 'craniofacial phenotype'), ('MP:0002989', 'small kidney'), ('HP:0012372', None), ('HP:0000035', None), ('MP:0001697', 'abnormal embryo size'), ('MP:0004002', 'abnormal jejunum morphology'), ('MP:0000702', 'enlarged lymph nodes'), ('MP:0009931', 'abnormal skin appearance'), ('HP:0001789', None), ('HP:0010683', None)]\n",
      "MGI:1924356 Tmem181a []\n",
      "MGI:3705279 Gm14508 []\n",
      "MGI:1916510 Ing2 [('MP:0000693', 'spleen hyperplasia'), ('GO:2001234PHENOTYPE', None), ('MP:0004901', 'decreased male germ cell number'), ('MP:0001154', 'seminiferous tubule degeneration'), ('HP:0012205', None), ('MP:0009321', 'increased histiocytic sarcoma incidence'), ('MP:0009839', 'multiflagellated sperm'), ('MP:0009238', 'coiled sperm flagellum'), ('MP:0010769', 'abnormal survival'), ('HP:0012864', None), ('MP:0006042', 'increased apoptosis'), ('MP:0009239', 'short sperm flagellum'), ('MP:0013538', 'increased Harderian gland adenoma incidence')]\n",
      "MGI:3648357 Gm7393 []\n",
      "MGI:3779224 Gm11008 []\n",
      "MGI:1921519 1700063H04Rik []\n",
      "MGI:104717 Meis1 [('GO:0060216PHENOTYPE', None), ('HP:0008063', None), ('MP:0008253', 'absent megakaryocytes'), ('HP:0000980', None), ('MP:0020327', 'abnormal capillary branching pattern'), ('GO:0030097PHENOTYPE', None), ('HP:0001627', None), ('MP:0004809', 'increased hematopoietic stem cell number'), ('MP:0010763', 'abnormal hematopoietic stem cell physiology'), ('HP:0000568', None), ('HP:0025016', None), ('MP:0003227', 'abnormal vascular branching morphogenesis'), ('MP:0003714', 'absent platelets'), ('GO:0007626PHENOTYPE', None), ('MP:0002135', 'abnormal kidney morphology'), ('HP:0002597', None), ('MP:0002398', 'abnormal bone marrow cell morphology/development'), ('HP:0001629', None), ('GO:0048514PHENOTYPE', None)]\n",
      "MGI:1354698 Fbxw4 []\n",
      "MGI:1352464 Nr1h4 [('MP:0009305', 'decreased retroperitoneal fat pad weight'), ('MP:0003324', 'increased liver adenoma incidence'), ('MP:0009342', 'enlarged gallbladder'), ('MP:0011939', 'increased food intake'), ('HP:0001402', None), ('MP:0009289', 'decreased epididymal fat pad weight'), ('MP:0002944', 'increased lactate dehydrogenase level'), ('MP:0009642', 'abnormal blood homeostasis'), ('HP:0003073', None), ('HP:0040216', None), ('MP:0004774', 'abnormal bile salt level'), ('MP:0008988', 'abnormal liver perisinusoidal space morphology'), ('MP:0002981', 'increased liver weight'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0010124', 'decreased bone mineral content'), ('HP:0001392', None), ('MP:0009133', 'decreased white fat cell size'), ('MP:0008019', 'increased liver tumor incidence'), ('HP:0002910', None), ('HP:0005237', None), ('MP:0002941', 'increased circulating alanine transaminase level'), ('HP:0002240', None), ('MP:0005365', 'abnormal bile salt homeostasis'), ('HP:0004326', None), ('HP:0008887', None), ('MP:0008989', 'abnormal liver sinusoid morphology'), ('MP:0010182', 'decreased susceptibility to weight gain'), ('MP:0011941', 'increased fluid intake'), ('HP:0003124', None), ('MP:0010771', 'integument phenotype')]\n",
      "MGI:1919338 Ush1c [('MP:0001394', 'circling'), ('MP:0006358', 'absent pinna reflex'), ('HP:0003228', None), ('MP:0010053', 'decreased grip strength'), ('MP:0004522', 'abnormal orientation of cochlear hair cell stereociliary bundles'), ('MP:0004399', 'abnormal cochlear outer hair cell morphology'), ('MP:0008805', 'decreased circulating amylase level'), ('GO:0042491PHENOTYPE', None), ('MP:0004491', 'abnormal orientation of outer hair cell stereociliary bundles'), ('HP:0040216', None), ('MP:0010123', 'increased bone mineral content'), ('MP:0001410', 'head bobbing'), ('HP:0003233', None), ('MP:0001525', 'impaired balance'), ('MP:0004577', 'abnormal cochlear hair cell inter-stereocilial links morphology'), ('MP:0008141', 'decreased small intestinal microvillus size'), ('MP:0004431', 'abnormal hair cell mechanoelectric transduction'), ('MP:0003960', 'increased lean body mass'), ('HP:0008887', None), ('MP:0000043', 'organ of Corti degeneration'), ('HP:0011877', None), ('HP:0000733', None), ('MP:0000495', 'abnormal colon morphology'), ('HP:0000546', None)]\n",
      "MGI:3651359 Gm12508 []\n",
      "MGI:1916255 Ubald1 []\n",
      "MGI:2444853 Ttc26 [('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0008892', 'abnormal sperm flagellum morphology'), ('MP:0005169', 'abnormal male meiosis'), ('MP:0002948', 'abnormal neuron specification'), ('MP:0003729', 'abnormal photoreceptor outer segment morphology'), ('MP:0002151', 'abnormal neural tube morphology'), ('MP:0002784', 'abnormal Sertoli cell morphology'), ('HP:0010442', None), ('MP:0004131', 'abnormal motile primary cilium morphology'), ('MP:0002084', 'abnormal developmental patterning'), ('MP:0004289', 'abnormal bony labyrinth'), ('HP:0000238', None)]\n",
      "MGI:1923434 Abca6 [('HP:0003075', None)]\n",
      "MGI:1913904 Tex12 [('HP:0000134', None), ('MP:0005168', 'abnormal female meiosis'), ('HP:0008222', None)]\n",
      "MGI:1916796 Mapk1ip1 []\n",
      "MGI:4421990 n-R5s134 []\n",
      "MGI:3650419 Snrpert []\n",
      "MGI:1913608 Adprm []\n",
      "MGI:2443738 BC022687 []\n",
      "MGI:3643406 Rps3a3 []\n",
      "MGI:1921076 Poldip3 []\n",
      "MGI:107995 Upf1 [('MP:0001672', 'abnormal embryo development')]\n",
      "MGI:3650839 Gm12168 []\n",
      "MGI:1914120 Serbp1 []\n",
      "MGI:2141314 Naa11 []\n",
      "MGI:1922238 4930480G23Rik []\n",
      "MGI:4439773 Igkv12-46 []\n",
      "MGI:3801742 Gm14925 []\n",
      "MGI:3576049 Ugt1a2 []\n",
      "MGI:3649338 Gm12219 []\n",
      "MGI:1915094 Rab32 [('MP:0011110', 'preweaning lethality, incomplete penetrance')]\n",
      "MGI:2683087 Zhx2 [('HP:0010876', None)]\n",
      "MGI:4421986 n-R5s130 []\n",
      "MGI:2142048 Rnf40 []\n",
      "MGI:3649231 Gm13199 []\n",
      "MGI:3802009 Gm16165 []\n",
      "MGI:5456101 Gm26324 []\n",
      "MGI:1924029 Cluap1 [('MP:0011998', 'decreased embryonic cilium length'), ('MP:0000929', 'open neural tube'), ('MP:0003400', 'kinked neural tube'), ('GO:0060972PHENOTYPE', None), ('GO:0021508PHENOTYPE', None), ('MP:0011099', 'lethality throughout fetal growth and development, complete penetrance'), ('MP:0000291', 'enlarged pericardium'), ('MP:0001700', 'abnormal embryo turning'), ('MP:0001265', 'decreased body size'), ('GO:0035082PHENOTYPE', None), ('GO:0007224PHENOTYPE', None), ('MP:0000358', 'abnormal cell morphology'), ('MP:0010117', 'abnormal lateral plate mesoderm morphology'), ('MP:0004132', 'absent embryonic cilia')]\n",
      "MGI:1891731 Stub1 [('MP:0009541', 'increased thymocyte apoptosis'), ('MP:0011090', 'perinatal lethality, incomplete penetrance'), ('MP:0004250', 'tau protein deposits'), ('HP:0004325', None), ('MP:0001407', 'short stride length'), ('MP:0001489', 'decreased startle reflex'), ('MP:0005165', 'increased susceptibility to injury'), ('MP:0012307', 'impaired spatial learning'), ('MP:0001921', 'reduced fertility'), ('MP:0005130', 'decreased follicle stimulating hormone level'), ('HP:0000778', None), ('MP:0001648', 'abnormal apoptosis'), ('HP:0011017', None), ('MP:0004852', 'decreased testis weight')]\n",
      "MGI:3782724 Gm4540 []\n",
      "MGI:2685586 Cyb5d1 [('HP:0003228', None), ('MP:0005561', 'increased mean corpuscular hemoglobin'), ('HP:0008887', None)]\n",
      "MGI:2444772 Zhx3 [('MP:0011110', 'preweaning lethality, incomplete penetrance'), ('MP:0010053', 'decreased grip strength'), ('HP:0010504', None), ('HP:0011001', None)]\n",
      "MGI:109561 Sp100 []\n",
      "MGI:5454663 Gm24886 []\n",
      "MGI:97371 Npr1 [('MP:0002083', 'premature death'), ('MP:0000278', 'abnormal myocardial fiber morphology'), ('HP:0030875', None), ('HP:0040171', None), ('MP:0001273', 'decreased metastatic potential'), ('MP:0006144', 'increased systemic arterial systolic blood pressure'), ('HP:0000822', None), ('MP:0006143', 'increased systemic arterial diastolic blood pressure'), ('MP:0002842', 'increased systemic arterial blood pressure'), ('MP:0005647', 'abnormal sex gland physiology'), ('MP:0000230', 'abnormal systemic arterial blood pressure'), ('MP:0001625', 'cardiac hypertrophy'), ('MP:0001613', 'abnormal vasodilation'), ('MP:0001272', 'increased metastatic potential'), ('HP:0001640', None), ('HP:0002647', None), ('MP:0004875', 'increased mean systemic arterial blood pressure'), ('HP:0001635', None), ('MP:0005329', 'abnormal myocardium layer morphology'), ('MP:0009764', 'decreased sensitivity to induced morbidity/mortality'), ('MP:0002843', 'decreased systemic arterial blood pressure')]\n",
      "MGI:3641755 Gm10804 []\n",
      "MGI:5455565 Gm25788 []\n",
      "MGI:2386964 St7l []\n",
      "MGI:4421933 n-R5s85 []\n",
      "MGI:1336212 Ncr1 [('MP:0005397', 'hematopoietic system phenotype'), ('HP:0012177', None), ('HP:0005415', None), ('GO:0051607PHENOTYPE', None), ('HP:0040218', None), ('MP:0009790', 'decreased susceptibility to viral infection induced morbidity/mortality'), ('MP:0005070', 'impaired natural killer cell mediated cytotoxicity')]\n",
      "MGI:1921898 S100pbp []\n",
      "MGI:3651313 Gm11824 []\n",
      "MGI:5531091 Mir6986 []\n",
      "MGI:1915207 March5 []\n",
      "MGI:5452882 Gm23105 []\n",
      "MGI:5313124 Gm20677 []\n",
      "MGI:1097706 Cetn3 []\n",
      "MGI:1929008 Copz2 []\n",
      "MGI:3650896 Rpl26-ps5 []\n",
      "MGI:1298386 Tpd52l1 []\n",
      "MGI:1914199 Trim59 []\n",
      "MGI:3648831 Rpl31-ps16 []\n",
      "MGI:102484 mt-Ti []\n",
      "MGI:3646682 Rpl13-ps3 []\n",
      "MGI:3650227 Gm13340 []\n",
      "MGI:1919027 Ing3 []\n",
      "MGI:894668 Serpinb9b []\n",
      "MGI:98815 Crisp2 []\n",
      "MGI:1915433 Bcas2 []\n",
      "MGI:2443764 Iqcb1 []\n",
      "MGI:2140175 Ldlrap1 [('HP:0002155', None), ('MP:0000181', 'abnormal circulating LDL cholesterol level'), ('GO:0042632PHENOTYPE', None), ('HP:0003124', None)]\n",
      "MGI:1926341 Sult1d1 []\n",
      "MGI:98287 Srsf5 []\n",
      "MGI:3652015 Gm11410 []\n",
      "MGI:3782979 Gm15531 []\n",
      "MGI:3641908 Gm10073 []\n",
      "MGI:1915500 Fam96a [('MP:0003047', 'abnormal thoracic vertebrae morphology'), ('MP:0010851', 'decreased effector memory CD8-positive, alpha-beta T cell number'), ('HP:0010683', None)]\n",
      "MGI:95420 Ces1c [('HP:0002045', None)]\n",
      "MGI:3643291 Gm5436 []\n",
      "MGI:95402 Epb42 [('HP:0001944', None), ('GO:0048536PHENOTYPE', None), ('MP:0002874', 'decreased hemoglobin content'), ('HP:0004444', None), ('MP:0008809', 'increased spleen iron level'), ('MP:0000208', 'decreased hematocrit'), ('HP:0001923', None)]\n",
      "MGI:3648523 Gm5453 []\n",
      "MGI:3650664 Gm13050 []\n",
      "MGI:5452063 Gm22286 []\n",
      "MGI:1929878 Smoc1 [('HP:0001440', None), ('HP:0000609', None), ('HP:0000708', None), ('MP:0000455', 'abnormal maxilla morphology'), ('MP:0011085', 'postnatal lethality, complete penetrance'), ('HP:0002990', None), ('HP:0001508', None), ('MP:0011110', 'preweaning lethality, incomplete penetrance'), ('MP:0000571', 'interdigital webbing'), ('HP:0005922', None), ('HP:0000175', None), ('MP:0009874', 'abnormal interdigital cell death'), ('HP:0000921', None), ('MP:0005201', 'abnormal retinal pigment epithelium morphology'), ('MP:0000556', 'abnormal hindlimb morphology'), ('HP:0012521', None), ('HP:0000546', None), ('HP:0011499', None), ('HP:0002982', None), ('MP:0011087', 'neonatal lethality, complete penetrance'), ('HP:0007973', None)]\n",
      "MGI:106362 Sco1 [('MP:0010244', 'decreased kidney copper level'), ('HP:0001392', None), ('HP:0040014', None), ('HP:0001824', None), ('MP:0001265', 'decreased body size'), ('MP:0003067', 'decreased liver copper level'), ('GO:0006878PHENOTYPE', None)]\n",
      "MGI:3643695 Gm8055 []\n",
      "MGI:2141142 Rpap2 []\n",
      "MGI:2447166 Cmtm7 []\n",
      "MGI:3650588 Gm12416 []\n",
      "MGI:90168 Dcaf11 [('MP:0004647', 'decreased lumbar vertebrae number'), ('HP:0005518', None)]\n",
      "MGI:3643810 Zscan18 []\n",
      "MGI:5456192 Gm26415 []\n",
      "MGI:1919057 Tars2 []\n",
      "MGI:1354184 Nox4 [('HP:0002088', None), ('MP:0003223', 'decreased cardiomyocyte apoptosis'), ('HP:0001712', None), ('MP:0006036', 'abnormal mitochondrial physiology'), ('MP:0003141', 'cardiac fibrosis'), ('MP:0004485', 'increased response of heart to induced stress'), ('MP:0003204', 'decreased neuron apoptosis'), ('MP:0010181', 'decreased susceptibility to weight loss'), ('MP:0001625', 'cardiac hypertrophy'), ('MP:0002833', 'increased heart weight'), ('MP:0005598', 'decreased ventricle muscle contractility'), ('MP:0004937', 'dilated heart'), ('MP:0003674', 'oxidative stress'), ('MP:0010724', 'thick interventricular septum'), ('MP:0009764', 'decreased sensitivity to induced morbidity/mortality')]\n",
      "MGI:98662 Tec []\n",
      "MGI:3648477 Gm14928 []\n",
      "MGI:3704451 Gm10076 []\n",
      "MGI:5530708 Gm27326 []\n",
      "MGI:2444070 Nlrc3 [('MP:0008560', 'increased tumor necrosis factor secretion'), ('MP:0008735', 'increased susceptibility to endotoxin shock'), ('MP:0008553', 'increased circulating tumor necrosis factor level')]\n",
      "MGI:3651796 Rps11-ps2 []\n",
      "MGI:3643597 Gm8213 []\n",
      "MGI:5455373 Gm25596 []\n",
      "MGI:3641693 Gm10335 []\n",
      "MGI:109505 Xlr3b []\n",
      "MGI:1923665 Fam187b []\n",
      "MGI:3650221 Gm13339 []\n",
      "MGI:1916949 2310079G19Rik []\n",
      "MGI:3646811 Gm8624 []\n",
      "MGI:5439751 Gm21994 []\n",
      "MGI:2148180 Snora69 []\n",
      "MGI:5477162 Gm26668 []\n",
      "MGI:97286 Ncl []\n",
      "MGI:109173 Dsc1 [('HP:0007957', None), ('HP:0004325', None), ('MP:0001194', 'dermatitis'), ('MP:0001195', 'flaky skin'), ('MP:0001236', 'abnormal epidermis stratum spinosum morphology'), ('HP:0001036', None), ('HP:0000962', None), ('HP:0100792', None), ('MP:0001511', 'disheveled coat'), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0002656', 'abnormal keratinocyte differentiation')]\n",
      "MGI:5452841 Gm23064 []\n",
      "MGI:5453907 Gm24130 []\n",
      "MGI:5453073 Gm23296 []\n",
      "MGI:1310002 Fmo1 []\n",
      "MGI:3651145 Gm12936 []\n",
      "MGI:1923786 Mmadhc []\n",
      "MGI:3705734 Gm14681 []\n",
      "MGI:2148251 Ddx19b []\n",
      "MGI:97279 Nat1 [('MP:0008875', 'abnormal xenobiotic pharmacokinetics'), ('MP:0001921', 'reduced fertility')]\n",
      "MGI:3039592 Fads6 []\n",
      "MGI:3781533 Gm3355 []\n",
      "MGI:4360056 Snora78 []\n",
      "MGI:3643039 Gm4852 []\n",
      "MGI:1921729 Snx11 []\n",
      "MGI:1918648 5430427O19Rik []\n",
      "MGI:1929745 Cdc42ep5 []\n",
      "MGI:3704272 Gm10443 []\n",
      "MGI:1914312 Slc25a53 []\n",
      "MGI:1920511 1700037C18Rik []\n",
      "MGI:3643536 Gm8508 []\n",
      "MGI:101813 Coq3 []\n",
      "MGI:2153045 Elmo2 []\n",
      "MGI:1918039 Kynu []\n",
      "MGI:3650926 Gm14388 []\n",
      "MGI:5453975 Gm24198 []\n",
      "MGI:3649569 Gm12781 []\n",
      "MGI:1201406 Slc10a2 [('HP:0002910', None), ('MP:0004773', 'abnormal bile composition')]\n",
      "MGI:2444989 Spg11 [('MP:0009940', 'abnormal hippocampus pyramidal cell morphology'), ('HP:0002062', None), ('MP:0000876', 'Purkinje cell degeneration'), ('HP:0012757', None), ('MP:0003224', 'neuron degeneration'), ('MP:0008260', 'abnormal autophagy'), ('MP:0005058', 'abnormal lysosome morphology'), ('MP:0001405', 'impaired coordination'), ('HP:0001824', None), ('GO:0007040PHENOTYPE', None)]\n",
      "MGI:1923511 0610040J01Rik []\n",
      "MGI:96213 Hpd [('HP:0003110', None)]\n",
      "MGI:3641865 Gm10357 []\n",
      "MGI:88192 Smarca4 [('MP:0006126', 'abnormal cardiac outflow tract development'), ('MP:0000740', 'impaired smooth muscle contractility'), ('HP:0030875', None), ('MP:0009476', 'enlarged cecum'), ('GO:0061626PHENOTYPE', None), ('HP:0006517', None), ('MP:0010656', 'thick myocardium'), ('HP:0000347', None), ('MP:0010819', 'primary atelectasis'), ('HP:0000958', None), ('MP:0005092', 'decreased double-positive T cell number'), ('HP:0002669', None), ('HP:0001629', None), ('MP:0002747', 'abnormal aortic valve morphology'), ('MP:0011684', 'coronary-cameral fistula to right ventricle'), ('MP:0000297', 'abnormal atrioventricular cushion morphology'), ('HP:0002623', None), ('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance'), ('HP:0003826', None), ('MP:0002746', 'abnormal semilunar valve morphology'), ('MP:0011094', 'embryonic lethality before implantation, complete penetrance'), ('MP:0010602', 'abnormal pulmonary valve cusp morphology'), ('GO:0048562PHENOTYPE', None), ('HP:0000778', None), ('HP:0011804', None), ('HP:0001640', None), ('GO:0043966PHENOTYPE', None), ('GO:0060318PHENOTYPE', None), ('MP:0005294', 'abnormal heart ventricle morphology'), ('MP:0000727', 'absent CD8-positive, alpha-beta T cells'), ('HP:0001877', None), ('MP:0002796', 'impaired skin barrier function'), ('MP:0002145', 'abnormal T cell differentiation'), ('MP:0000715', 'decreased thymocyte number'), ('MP:0005384', 'cellular phenotype'), ('HP:0001647', None), ('MP:0010595', 'abnormal aortic valve cusp morphology'), ('MP:0008802', 'abnormal intestinal smooth muscle morphology'), ('MP:0008083', 'decreased single-positive T cell number'), ('MP:0004937', 'dilated heart'), ('GO:0001701PHENOTYPE', None), ('GO:0001832PHENOTYPE', None), ('HP:0001635', None), ('MP:0003857', 'abnormal hindlimb zeugopod morphology'), ('MP:0000556', 'abnormal hindlimb morphology'), ('HP:0000528', None), ('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0010412', 'atrioventricular septal defect'), ('MP:0001196', 'shiny skin'), ('MP:0002731', 'megacolon'), ('GO:0003151PHENOTYPE', None), ('HP:0011121', None), ('MP:0011648', 'thick heart valve cusps'), ('MP:0001883', 'increased mammary adenocarcinoma incidence'), ('MP:0011109', 'lethality throughout fetal growth and development, incomplete penetrance'), ('HP:0011297', None), ('GO:0043066PHENOTYPE', None), ('MP:0008770', 'decreased survivor rate'), ('MP:0002020', 'increased tumor incidence')]\n",
      "MGI:3651089 Gm13171 []\n",
      "MGI:3802104 Gm16238 []\n",
      "MGI:2443361 6430550D23Rik []\n",
      "MGI:3707466 Gm15369 []\n",
      "MGI:102500 mt-Nd2 []\n",
      "MGI:5452861 Gm23084 []\n",
      "MGI:1918185 Speer4f1 []\n",
      "MGI:5012000 Gm19815 []\n",
      "MGI:3704312 Gm10282 []\n",
      "MGI:2652836 Gmeb2 []\n",
      "MGI:3796835 Gm10509 []\n",
      "MGI:3704203 Gm10171 []\n",
      "MGI:109351 Slc4a2 [('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0001541', 'abnormal osteoclast physiology'), ('MP:0002083', 'premature death'), ('HP:0001508', None), ('HP:0003251', None), ('MP:0011090', 'perinatal lethality, incomplete penetrance'), ('MP:0005605', 'increased bone mass'), ('MP:0010878', 'increased trabecular bone volume'), ('MP:0000468', 'abnormal esophageal epithelium morphology'), ('MP:0010868', 'increased bone trabecula number'), ('MP:0013566', 'dilated gastric glands'), ('MP:0001438', 'aphagia'), ('MP:0002661', 'abnormal corpus epididymis morphology'), ('MP:0002662', 'abnormal cauda epididymis morphology'), ('MP:0000133', 'abnormal long bone metaphysis morphology'), ('MP:0009703', 'decreased birth body size'), ('HP:0000365', None), ('MP:0009347', 'increased trabecular bone thickness'), ('HP:0011002', None), ('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:3652225 Hnf1aos1 []\n",
      "MGI:1889842 Fam13a []\n",
      "MGI:2151045 Lsm10 []\n",
      "MGI:98430 Sult2a1 []\n",
      "MGI:4422060 n-R5s195 []\n",
      "MGI:1924963 Peli3 [('MP:0009790', 'decreased susceptibility to viral infection induced morbidity/mortality'), ('HP:0011017', None), ('MP:0002410', 'decreased susceptibility to viral infection'), ('MP:0011072', 'abnormal macrophage cytokine production')]\n",
      "MGI:2681861 Proser3 []\n",
      "MGI:3647156 Gm6682 []\n",
      "MGI:2685270 Pm20d2 []\n",
      "MGI:1913869 Atat1 [('MP:0008280', 'abnormal male germ cell apoptosis'), ('MP:0005397', 'hematopoietic system phenotype'), ('MP:0001922', 'reduced male fertility'), ('MP:0005386', 'behavior/neurological phenotype'), ('MP:0002675', 'asthenozoospermia'), ('HP:0012864', None), ('GO:0007283PHENOTYPE', None), ('MP:0004929', 'decreased epididymis weight'), ('MP:0009239', 'short sperm flagellum'), ('HP:0040006', None), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0004852', 'decreased testis weight')]\n",
      "MGI:1925127 6030458C11Rik []\n",
      "MGI:2444401 Snrnp200 [('MP:0011100', 'preweaning lethality, complete penetrance'), ('HP:0012165', None), ('MP:0013293', 'embryonic lethality prior to tooth bud stage'), ('MP:0011094', 'embryonic lethality before implantation, complete penetrance')]\n",
      "MGI:96161 Hmga1-rs1 []\n",
      "MGI:97172 Mt2 [('GO:0006882PHENOTYPE', None)]\n",
      "MGI:3649743 Gm12229 []\n",
      "MGI:1916560 Pacrg []\n",
      "MGI:2676856 Mir192 [('MP:0006315', 'abnormal urine protein level'), ('MP:0002135', 'abnormal kidney morphology'), ('MP:0008874', 'decreased physiological sensitivity to xenobiotic'), ('MP:0011338', 'abnormal mesangial matrix morphology')]\n",
      "MGI:3781339 Gm3160 []\n",
      "MGI:102480 mt-Tm []\n",
      "MGI:3629654 Mir692-2 []\n",
      "MGI:1923052 4930458D05Rik []\n",
      "MGI:3782854 Gm4673 []\n",
      "MGI:1916428 Snx5 [('MP:0005631', 'decreased lung weight'), ('HP:0001508', None), ('MP:0011090', 'perinatal lethality, incomplete penetrance'), ('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('HP:0004325', None), ('MP:0002942', 'decreased circulating alanine transaminase level'), ('HP:0003468', None), ('MP:0000183', 'decreased circulating LDL cholesterol level'), ('HP:0009887', None), ('MP:0001265', 'decreased body size'), ('HP:0000961', None), ('HP:0003233', None), ('HP:0003146', None)]\n",
      "MGI:4421994 n-R5s138 []\n",
      "MGI:1915562 Gstm7 []\n",
      "MGI:1289301 Ubxn1 []\n",
      "MGI:1913664 Ndufa12 []\n",
      "MGI:1920708 Aldh3b3 []\n",
      "MGI:3647161 Mup-ps6 []\n",
      "MGI:3641838 Gm10247 []\n",
      "MGI:1196620 Hpn [('HP:0010679', None), ('HP:0012153', None), ('MP:0002855', 'abnormal cochlear ganglion morphology'), ('GO:0007605PHENOTYPE', None), ('MP:0003149', 'abnormal tectorial membrane morphology'), ('MP:0005471', 'decreased thyroxine level'), ('MP:0011967', 'increased or absent threshold for auditory brainstem response'), ('MP:0004434', 'abnormal cochlear outer hair cell physiology'), ('HP:0000365', None), ('HP:0000821', None), ('MP:0001158', 'abnormal prostate gland morphology')]\n",
      "MGI:2144724 Ttc7b []\n",
      "MGI:3705630 Gm15190 []\n",
      "MGI:3045379 4732419C18Rik []\n",
      "MGI:3781169 Gm2991 []\n",
      "MGI:1916856 Mtfmt [('MP:0011100', 'preweaning lethality, complete penetrance')]\n",
      "MGI:88373 Cebpb [('MP:0003355', 'decreased ovulation rate'), ('MP:0002083', 'premature death'), ('MP:0008472', 'abnormal spleen secondary B follicle morphology'), ('MP:0002357', 'abnormal spleen white pulp morphology'), ('HP:0003237', None), ('MP:0005666', 'abnormal adipose tissue physiology'), ('MP:0008395', 'abnormal osteoblast differentiation'), ('HP:0000962', None), ('MP:0004130', 'abnormal muscle cell glucose uptake'), ('MP:0010172', 'abnormal mammary gland epithelium physiology'), ('MP:0000702', 'enlarged lymph nodes'), ('MP:0001129', 'impaired ovarian folliculogenesis'), ('MP:0000628', 'abnormal mammary gland development'), ('MP:0002500', 'granulomatous inflammation'), ('MP:0009114', 'decreased pancreatic beta cell mass'), ('MP:0002451', 'abnormal macrophage physiology'), ('HP:0011842', None), ('MP:0001222', 'epidermal hyperplasia'), ('MP:0008944', 'decreased sensitivity to induced cell death'), ('MP:0002702', 'decreased circulating free fatty acid level'), ('MP:0010868', 'increased bone trabecula number'), ('MP:0013239', 'impaired skeletal muscle regeneration'), ('MP:0002344', 'abnormal lymph node B cell domain morphology'), ('GO:0060644PHENOTYPE', None), ('MP:0003058', 'increased insulin secretion'), ('MP:0002343', 'abnormal lymph node cortex morphology'), ('HP:0100249', None), ('MP:0002971', 'abnormal brown adipose tissue morphology'), ('MP:0005639', 'hemosiderosis'), ('MP:0005399', 'increased susceptibility to fungal infection'), ('MP:0004502', 'decreased incidence of tumors by chemical induction'), ('HP:0040216', None), ('MP:0005466', 'abnormal T-helper 2 physiology'), ('MP:0002742', 'enlarged submandibular lymph nodes'), ('MP:0004985', 'decreased osteoclast cell number'), ('MP:0011427', 'mesangial cell hyperplasia'), ('MP:0003383', 'abnormal gluconeogenesis'), ('MP:0000321', 'increased bone marrow cell number'), ('MP:0009419', 'skeletal muscle fibrosis'), ('MP:0008734', 'decreased susceptibility to endotoxin shock'), ('MP:0009307', 'decreased uterine fat pad weight'), ('MP:0005006', 'abnormal osteoblast physiology'), ('MP:0010876', 'decreased bone volume'), ('HP:0001967', None), ('MP:0008596', 'increased circulating interleukin-6 level'), ('MP:0005319', 'abnormal enzyme/coenzyme level'), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0008663', 'increased interleukin-12 secretion'), ('MP:0008873', 'increased physiological sensitivity to xenobiotic'), ('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0002421', 'abnormal cell-mediated immunity'), ('MP:0004817', 'abnormal skeletal muscle mass'), ('MP:0002347', 'abnormal lymph node T cell domain morphology'), ('MP:0008033', 'impaired lipolysis'), ('MP:0020080', 'increased bone mineralization'), ('HP:0001547', None), ('MP:0011224', 'abnormal lymph node medullary cord morphology'), ('HP:0002718', None), ('MP:0002346', 'abnormal lymph node secondary follicle morphology'), ('MP:0005517', 'decreased liver regeneration'), ('MP:0009347', 'increased trabecular bone thickness'), ('HP:0001978', None), ('MP:0001882', 'abnormal lactation'), ('MP:0000352', 'decreased cell proliferation'), ('MP:0008618', 'decreased circulating interleukin-12 level')]\n",
      "MGI:5454350 Gm24573 []\n",
      "MGI:3036289 Cd200r4 []\n",
      "MGI:3652158 Gm13416 []\n",
      "MGI:1277962 Hus1 [('MP:0011204', 'abnormal visceral yolk sac blood island morphology'), ('MP:0003229', 'abnormal vitelline vasculature morphology'), ('GO:0006468PHENOTYPE', None), ('MP:0003984', 'embryonic growth retardation'), ('MP:0004030', 'induced chromosome breakage'), ('MP:0003400', 'kinked neural tube'), ('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance'), ('MP:0003396', 'abnormal embryonic hematopoiesis'), ('MP:0001700', 'abnormal embryo turning'), ('MP:0002151', 'abnormal neural tube morphology'), ('MP:0004573', 'absent limb buds'), ('MP:0002084', 'abnormal developmental patterning'), ('MP:0001688', 'abnormal somite development'), ('MP:0003674', 'oxidative stress'), ('MP:0013504', 'increased embryonic tissue cell apoptosis'), ('MP:0001726', 'abnormal allantois morphology'), ('GO:0000077PHENOTYPE', None), ('MP:0009657', 'failure of chorioallantoic fusion')]\n",
      "MGI:3819487 Scarna6 []\n",
      "MGI:104899 Mob4 []\n",
      "MGI:5454701 Gm24924 []\n",
      "MGI:95797 Gpi1 [('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0002981', 'increased liver weight'), ('GO:0006096PHENOTYPE', None), ('MP:0011091', 'prenatal lethality, complete penetrance'), ('MP:0002085', 'abnormal embryonic tissue morphology'), ('MP:0010831', 'lethality, incomplete penetrance'), ('MP:0003656', 'abnormal erythrocyte physiology'), ('MP:0003657', 'abnormal erythrocyte osmotic lysis'), ('HP:0012379', None), ('MP:0004952', 'increased spleen weight'), ('HP:0001923', None), ('MP:0002833', 'increased heart weight'), ('GO:0001701PHENOTYPE', None), ('MP:0011095', 'embryonic lethality between implantation and placentation, complete penetrance'), ('GO:0042593PHENOTYPE', None), ('GO:0001707PHENOTYPE', None)]\n",
      "MGI:3046938 Hrnr []\n",
      "MGI:3045249 A830005F24Rik [('MP:0002135', 'abnormal kidney morphology'), ('HP:0001640', None)]\n",
      "MGI:1196398 Champ1 []\n",
      "MGI:5454116 Gm24339 []\n",
      "MGI:1921772 Morc2a []\n",
      "MGI:88474 Cox5a []\n",
      "MGI:95628 Slc6a12 []\n",
      "MGI:4821183 Trim12c []\n",
      "MGI:3629885 Mir677 []\n",
      "MGI:3642236 Rps23-ps2 []\n",
      "MGI:1915968 Rnf166 []\n",
      "MGI:3033475 Vmn1r65 []\n",
      "MGI:3648836 Gm5822 []\n",
      "MGI:2148802 Sec16b [('HP:0003146', None)]\n",
      "MGI:2685483 Gsg1l []\n",
      "MGI:3651112 Gm11889 []\n",
      "MGI:95781 Gnb1 [('MP:0011090', 'perinatal lethality, incomplete penetrance'), ('MP:0004948', 'abnormal neuronal precursor proliferation'), ('MP:0006254', 'thin cerebral cortex'), ('MP:0009937', 'abnormal neuron differentiation'), ('HP:0001322', None), ('MP:0008458', 'abnormal cortical ventricular zone morphology'), ('HP:0002033', None)]\n",
      "MGI:88593 Cyp24a1 [('MP:0002135', 'abnormal kidney morphology'), ('MP:0002705', 'dilated renal tubules'), ('GO:0042359PHENOTYPE', None), ('MP:0011228', 'abnormal vitamin D level'), ('HP:0003072', None)]\n",
      "MGI:4415007 Gm16587 []\n",
      "MGI:3643792 Gm5449 []\n",
      "MGI:1349452 Polr3e []\n",
      "MGI:3641978 Gm10010 []\n",
      "MGI:3704348 Gm10052 []\n",
      "MGI:5455459 Gm25682 []\n",
      "MGI:1919140 Mad2l2 [('HP:0000135', None), ('HP:0004325', None), ('HP:0008669', None), ('MP:0000746', 'weakness'), ('MP:0005389', 'reproductive system phenotype'), ('MP:0004901', 'decreased male germ cell number'), ('MP:0003202', 'abnormal neuron apoptosis'), ('MP:0012167', 'abnormal epigenetic regulation of gene expression'), ('MP:0005384', 'cellular phenotype'), ('MP:0000339', 'decreased enterocyte cell number'), ('HP:0010791', None), ('HP:0001511', None), ('MP:0002777', 'absent ovarian follicles'), ('MP:0001155', 'arrest of spermatogenesis'), ('MP:0008392', 'decreased primordial germ cell number'), ('MP:0003631', 'nervous system phenotype'), ('MP:0002216', 'abnormal seminiferous tubule morphology'), ('MP:0004200', 'decreased fetal size'), ('MP:0008393', 'absent primordial germ cells'), ('MP:0008489', 'slow postnatal weight gain'), ('MP:0001265', 'decreased body size'), ('MP:0004852', 'decreased testis weight')]\n",
      "MGI:3709612 Gm14760 []\n",
      "MGI:3650350 Gm14277 []\n",
      "MGI:1338883 Gfpt2 [('HP:0006482', None), ('HP:0000517', None)]\n",
      "MGI:1202295 Entpd6 [('MP:0010124', 'decreased bone mineral content'), ('MP:0003443', 'increased circulating glycerol level'), ('HP:0003330', None), ('HP:0008887', None), ('MP:0010123', 'increased bone mineral content'), ('MP:0003442', 'decreased circulating glycerol level')]\n",
      "MGI:1924555 Wdr82 []\n",
      "MGI:5454235 Gm24458 []\n",
      "MGI:95666 Gbp2b [('MP:0002451', 'abnormal macrophage physiology'), ('HP:0002718', None), ('HP:0002014', None), ('HP:0001824', None), ('MP:0009788', 'increased susceptibility to bacterial infection induced morbidity/mortality')]\n",
      "MGI:1289225 Tmem41b []\n",
      "MGI:1891012 F12 [('MP:0003075', 'altered response to CNS ischemic injury'), ('GO:0005615PHENOTYPE', None), ('GO:0008233PHENOTYPE', None)]\n",
      "MGI:3650211 Gm12732 []\n",
      "MGI:3782988 Gm15540 []\n",
      "MGI:1919006 Cpn2 []\n",
      "MGI:1919216 Nkiras2 []\n",
      "MGI:894649 Ppfibp2 []\n",
      "MGI:3702953 Gm13594 []\n",
      "MGI:3583899 A330069E16Rik []\n",
      "MGI:1926421 Tcerg1 []\n",
      "MGI:108020 Ear2 []\n",
      "MGI:3650318 Gm14387 []\n",
      "MGI:3646830 Gm5135 []\n",
      "MGI:5456149 Gm26372 []\n",
      "MGI:3045359 C130073F10Rik []\n",
      "MGI:3802159 Gm15889 []\n",
      "MGI:1096345 Gckr [('HP:0040216', None), ('MP:0005439', 'decreased glycogen level'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('HP:0000833', None)]\n",
      "MGI:5455606 Gm25829 []\n",
      "MGI:87995 Aldob [('MP:0001415', 'increased exploration in new environment'), ('HP:0010679', None), ('HP:0001397', None), ('MP:0003921', 'abnormal heart left ventricle morphology'), ('HP:0001392', None), ('MP:0003961', 'decreased lean body mass'), ('MP:0011967', 'increased or absent threshold for auditory brainstem response'), ('MP:0000603', 'pale liver'), ('MP:0001265', 'decreased body size'), ('HP:0012115', None)]\n",
      "MGI:88285 Cbs [('MP:0002083', 'premature death'), ('HP:0004325', None), ('MP:0010098', 'abnormal retinal blood vessel pattern'), ('HP:0000568', None), ('HP:0000962', None), ('MP:0001613', 'abnormal vasodilation'), ('MP:0009018', 'short estrus'), ('MP:0001176', 'abnormal lung development'), ('MP:0008751', 'abnormal interleukin level'), ('MP:0014179', 'abnormal blood-retinal barrier function'), ('MP:0003070', 'increased vascular permeability'), ('MP:0001935', 'decreased litter size'), ('HP:0001397', None), ('MP:0002109', 'abnormal limb morphology'), ('MP:0009392', 'retinal gliosis'), ('MP:0003674', 'oxidative stress'), ('MP:0005639', 'hemosiderosis'), ('MP:0000652', 'enlarged sebaceous gland'), ('MP:0005186', 'increased circulating progesterone level'), ('MP:0008957', 'abnormal placenta junctional zone morphology'), ('GO:0001974PHENOTYPE', None), ('MP:0002182', 'abnormal astrocyte morphology'), ('HP:0001999', None), ('MP:0004126', 'thin hypodermis'), ('MP:0009020', 'prolonged metestrus'), ('HP:0012115', None), ('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('GO:0001958PHENOTYPE', None), ('MP:0000377', 'abnormal hair follicle morphology'), ('MP:0005386', 'behavior/neurological phenotype'), ('MP:0002699', 'abnormal vitreous body morphology'), ('MP:0001286', 'abnormal eye development'), ('MP:0006076', 'abnormal circulating homocysteine level'), ('MP:0004921', 'decreased placenta weight'), ('MP:0010452', 'retina microaneurysm'), ('MP:0000528', 'delayed kidney development'), ('MP:0010771', 'integument phenotype'), ('MP:0001716', 'abnormal placenta labyrinth morphology'), ('MP:0002656', 'abnormal keratinocyte differentiation')]\n",
      "MGI:5454894 Gm25117 []\n",
      "MGI:1913509 Camk2n1 []\n",
      "MGI:2138939 Nat10 [('MP:0011100', 'preweaning lethality, complete penetrance'), ('MP:0008044', 'increased NK cell number')]\n",
      "MGI:1923616 Mtif3 []\n",
      "MGI:2135611 Immp2l [('GO:0007420PHENOTYPE', None), ('GO:0006974PHENOTYPE', None), ('MP:0001132', 'absent mature ovarian follicles'), ('MP:0001921', 'reduced fertility'), ('MP:0001125', 'abnormal oocyte morphology'), ('MP:0010954', 'abnormal cellular respiration'), ('GO:0007283PHENOTYPE', None), ('HP:0000798', None), ('GO:0008015PHENOTYPE', None), ('MP:0001129', 'impaired ovarian folliculogenesis')]\n",
      "MGI:1921063 Fam83e []\n",
      "MGI:3646407 Gm7363 []\n",
      "MGI:3643534 Angptl8 [('HP:0004325', None), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0011578', 'increased lipoprotein lipase activity'), ('HP:0003119', None), ('HP:0008887', None), ('MP:0008489', 'slow postnatal weight gain'), ('MP:0003976', 'decreased circulating VLDL triglyceride level')]\n",
      "MGI:96777 Lgals1 [('HP:0011113', None), ('MP:0005386', 'behavior/neurological phenotype'), ('MP:0001973', 'increased thermal nociceptive threshold'), ('MP:0008566', 'increased interferon-gamma secretion'), ('HP:0040006', None), ('MP:0000972', 'abnormal mechanoreceptor morphology')]\n",
      "MGI:1922646 Spp2 []\n",
      "MGI:95286 Eed [('MP:0000371', 'diluted coat color'), ('MP:0002427', 'disproportionate dwarf'), ('GO:0016571PHENOTYPE', None)]\n",
      "MGI:2668347 C8a []\n",
      "MGI:1927186 Nt5c3 []\n",
      "MGI:3647055 Gm8580 []\n",
      "MGI:3781012 Gm2840 []\n",
      "MGI:3648232 Gm7855 []\n",
      "MGI:1931502 Snord82 []\n",
      "MGI:1919489 Parp14 [('HP:0002720', None), ('MP:0008782', 'increased B cell apoptosis'), ('MP:0008182', 'decreased marginal zone B cell number')]\n",
      "MGI:98818 Trap1a []\n",
      "MGI:5454156 Gm24379 []\n",
      "MGI:3651445 Gm13203 []\n",
      "MGI:3648396 Gm6472 []\n",
      "MGI:5663350 Gm43213 []\n",
      "MGI:5454727 Gm24950 []\n",
      "MGI:2442293 Usp28 [('MP:0009339', 'decreased splenocyte number'), ('MP:0005387', 'immune system phenotype')]\n",
      "MGI:1341217 Uba3 [('MP:0002718', 'abnormal inner cell mass morphology'), ('GO:0051726PHENOTYPE', None), ('MP:0002085', 'abnormal embryonic tissue morphology'), ('MP:0003988', 'disorganized embryonic tissue'), ('GO:0000278PHENOTYPE', None), ('MP:0010380', 'abnormal inner cell mass apoptosis'), ('MP:0003693', 'abnormal blastocyst hatching'), ('MP:0011095', 'embryonic lethality between implantation and placentation, complete penetrance')]\n",
      "MGI:3037679 Gm1821 []\n",
      "ENSEMBL:ENSMUSG00000098615 Arvcf []\n",
      "MGI:1914015 4933411K16Rik []\n",
      "MGI:1352502 Limd1 [('MP:0001541', 'abnormal osteoclast physiology')]\n",
      "MGI:5521099 Gtpbp4-ps2 []\n",
      "MGI:3705843 Mup-ps17 []\n",
      "MGI:1261856 Ankle2 []\n",
      "MGI:1915602 Aspdh []\n",
      "MGI:1860517 Rdh7 []\n",
      "MGI:1917113 Ttc39b []\n",
      "MGI:1915393 Herpud2 []\n",
      "MGI:1917143 Coa7 []\n",
      "MGI:2151104 Akr1c20 []\n",
      "MGI:4938054 Gm17227 []\n",
      "MGI:3801875 Gm15883 []\n",
      "MGI:109581 S100a13 []\n",
      "MGI:5452348 Gm22571 []\n",
      "MGI:1347046 Rfwd2 [('MP:0000267', 'abnormal heart development'), ('HP:0004325', None), ('MP:0009219', 'increased prostate intraepithelial neoplasia incidence'), ('MP:0009321', 'increased histiocytic sarcoma incidence'), ('MP:0011109', 'lethality throughout fetal growth and development, incomplete penetrance'), ('HP:0010784', None), ('HP:0100616', None), ('MP:0003607', 'abnormal prostate gland physiology')]\n",
      "MGI:3646644 Gm6576 []\n",
      "MGI:1202713 Rhag [('MP:0009642', 'abnormal blood homeostasis'), ('MP:0003656', 'abnormal erythrocyte physiology'), ('MP:0008810', 'increased circulating iron level'), ('GO:0048821PHENOTYPE', None)]\n",
      "MGI:5452921 Gm23144 []\n",
      "MGI:107547 Zfp101 []\n",
      "MGI:3649792 Rpl27-ps2 []\n",
      "MGI:5452524 Gm22747 []\n",
      "MGI:3649506 Llph-ps1 []\n",
      "MGI:3783061 Gm15616 []\n",
      "MGI:4360046 Snora73a []\n",
      "MGI:3651860 Gm11336 []\n",
      "MGI:1915566 Apoo []\n",
      "MGI:1916109 Smim1 []\n",
      "MGI:3576090 Ugt1a8 []\n",
      "MGI:3704338 Gm10642 []\n",
      "MGI:1353620 Slamf6 [('MP:0008553', 'increased circulating tumor necrosis factor level'), ('HP:0011990', None)]\n",
      "MGI:1917111 2010003K11Rik []\n",
      "MGI:1196217 Tcaim [('HP:0003330', None)]\n",
      "MGI:5434131 Gm20775 []\n",
      "MGI:3646854 Gm8832 []\n",
      "MGI:3643856 Gm7582 []\n",
      "MGI:3646827 Rps6-ps2 []\n",
      "MGI:5456238 Gm26461 []\n",
      "MGI:3648525 Kansl2-ps []\n",
      "MGI:2147897 Cenpi []\n",
      "MGI:3652241 Gm11964 []\n",
      "MGI:1920912 Apol7c []\n",
      "MGI:5454316 Gm24539 []\n",
      "MGI:3644080 Gm14650 []\n",
      "MGI:5451813 Gm22036 []\n",
      "MGI:2449316 Syne2 [('MP:0008511', 'thin retinal inner nuclear layer'), ('GO:0005635PHENOTYPE', None), ('MP:0008582', 'short photoreceptor inner segment'), ('MP:0003732', 'abnormal retinal outer plexiform layer morphology'), ('MP:0008587', 'short photoreceptor outer segment'), ('GO:0034504PHENOTYPE', None), ('MP:0005391', 'vision/eye phenotype'), ('HP:0000962', None), ('MP:0004022', 'abnormal cone electrophysiology'), ('MP:0006068', 'abnormal horizontal cell morphology'), ('MP:0005369', 'muscle phenotype'), ('MP:0005547', 'abnormal Muller cell morphology'), ('GO:0006998PHENOTYPE', None), ('MP:0006072', 'abnormal retinal apoptosis'), ('MP:0002655', 'abnormal keratinocyte morphology'), ('MP:0001053', 'abnormal neuromuscular synapse morphology'), ('MP:0004021', 'abnormal rod electrophysiology')]\n",
      "MGI:1923805 Mmaa []\n",
      "MGI:1930124 Apom [('MP:0003983', 'decreased cholesterol level'), ('HP:0100878', None), ('HP:0003233', None)]\n",
      "MGI:1914492 Gemin6 []\n",
      "MGI:1342058 B4galnt2 [('HP:0010975', None)]\n",
      "MGI:1918367 Rbbp5 []\n",
      "MGI:4439831 Gm16907 []\n",
      "MGI:101775 Cd80 [('MP:0001800', 'abnormal humoral immune response'), ('MP:0008497', 'decreased IgG2b level'), ('MP:0004804', 'decreased susceptibility to autoimmune diabetes'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('HP:0004313', None), ('MP:0005042', 'abnormal level of surface class II molecules'), ('HP:0011839', None), ('MP:0008207', 'decreased B-2 B cell number'), ('MP:0008495', 'decreased IgG1 level'), ('MP:0004031', 'insulitis'), ('MP:0008498', 'decreased IgG3 level')]\n",
      "MGI:3804971 Gm5561 []\n",
      "MGI:892001 Slc22a6 [('MP:0006272', 'abnormal urine organic anion level'), ('MP:0008874', 'decreased physiological sensitivity to xenobiotic')]\n",
      "MGI:88583 Cyp11b1 [('MP:0011546', 'increased urine progesterone level'), ('MP:0011541', 'decreased urine aldosterone level'), ('MP:0011550', 'decreased urine corticosterone level'), ('MP:0008294', 'abnormal adrenal gland zona fasciculata morphology'), ('HP:0008221', None), ('MP:0009092', 'endometrium hyperplasia'), ('MP:0002833', 'increased heart weight'), ('HP:0100878', None), ('HP:0008222', None), ('HP:0000833', None)]\n",
      "MGI:2442326 Zbtb1 [('MP:0008075', 'decreased CD4-positive, alpha beta T cell number'), ('HP:0005403', None), ('MP:0000703', 'abnormal thymus morphology'), ('MP:0002145', 'abnormal T cell differentiation'), ('GO:0030183PHENOTYPE', None), ('MP:0010136', 'decreased DN4 thymocyte number'), ('HP:0002846', None), ('HP:0010978', None), ('MP:0010134', 'decreased DN3 thymocyte number'), ('GO:0033077PHENOTYPE', None), ('MP:0010132', 'decreased DN2 thymocyte number'), ('HP:0005404', None), ('MP:0005092', 'decreased double-positive T cell number'), ('HP:0010976', None)]\n",
      "MGI:1916296 Isca1 [('MP:0013278', 'decreased fasted circulating glucose level'), ('MP:0001417', 'decreased exploration in new environment'), ('MP:0013293', 'embryonic lethality prior to tooth bud stage'), ('MP:0011275', 'abnormal behavioral response to light'), ('MP:0002757', 'decreased vertical activity')]\n",
      "MGI:1353563 Snai3 []\n",
      "MGI:3644565 Gm8730 []\n",
      "MGI:2442610 A330035P11Rik []\n",
      "MGI:1919290 Cdhr5 []\n",
      "MGI:1346344 Nr0b2 [('MP:0002646', 'increased intestinal cholesterol absorption'), ('MP:0004884', 'abnormal testis physiology'), ('MP:0005365', 'abnormal bile salt homeostasis'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0004928', 'increased epididymis weight'), ('MP:0009355', 'increased liver triglyceride level'), ('HP:0003233', None), ('MP:0000183', 'decreased circulating LDL cholesterol level'), ('MP:0010180', 'increased susceptibility to weight loss'), ('MP:0004852', 'decreased testis weight'), ('MP:0004789', 'increased bile salt level'), ('MP:0002169', 'no abnormal phenotype detected'), ('HP:0003146', None)]\n",
      "MGI:1918632 Pex1 [('MP:0005282', 'decreased fatty acid level'), ('HP:0001397', None), ('HP:0001408', None), ('MP:0006084', 'abnormal circulating phospholipid level'), ('MP:0004022', 'abnormal cone electrophysiology'), ('MP:0005365', 'abnormal bile salt homeostasis'), ('MP:0004021', 'abnormal rod electrophysiology')]\n",
      "MGI:3714859 Cyp3a41b []\n",
      "MGI:96108 Hlf []\n",
      "MGI:1888505 Retnlb [('MP:0008561', 'decreased tumor necrosis factor secretion'), ('MP:0005026', 'decreased susceptibility to parasitic infection'), ('MP:0001663', 'abnormal digestive system physiology'), ('MP:0008499', 'increased IgG1 level'), ('MP:0008537', 'increased susceptibility to induced colitis')]\n",
      "MGI:1913489 Rsrc2 []\n",
      "MGI:3649326 Gm14448 []\n",
      "MGI:3649364 Atp5l2-ps []\n",
      "MGI:1913697 Mgst3 [('HP:0005518', None)]\n",
      "MGI:2685505 C2cd4d []\n",
      "MGI:1920999 Ttc7 [('MP:0010176', 'dacryocytosis'), ('MP:0002082', 'postnatal lethality'), ('MP:0009395', 'increased nucleated erythrocyte cell number'), ('HP:0004325', None), ('MP:0011242', 'increased fetal derived definitive erythrocyte cell number'), ('MP:0008476', 'increased spleen red pulp amount'), ('HP:0001006', None), ('MP:0008479', 'decreased spleen white pulp amount'), ('MP:0001586', 'abnormal erythrocyte cell number'), ('HP:0001923', None), ('MP:0002594', 'low mean erythrocyte cell number'), ('MP:0001246', 'mixed cellular infiltration to dermis'), ('MP:0011413', 'colorless urine'), ('MP:0008810', 'increased circulating iron level'), ('HP:0040162', None), ('MP:0002655', 'abnormal keratinocyte morphology'), ('MP:0000245', 'abnormal erythropoiesis'), ('HP:0001595', None), ('HP:0000980', None), ('HP:0001877', None), ('MP:0001243', 'abnormal dermal layer morphology'), ('HP:0005548', None), ('HP:0011273', None), ('MP:0005097', 'polychromatophilia'), ('MP:0004969', 'pale kidney'), ('HP:0004447', None), ('MP:0000472', 'abnormal stomach non-glandular epithelium morphology'), ('HP:0002240', None), ('MP:0000607', 'abnormal hepatocyte morphology'), ('MP:0002123', 'abnormal definitive hematopoiesis'), ('HP:0012115', None), ('HP:0001927', None), ('HP:0001036', None), ('MP:0002591', 'decreased mean corpuscular volume'), ('MP:0010771', 'integument phenotype'), ('GO:0030097PHENOTYPE', None)]\n",
      "MGI:3644887 Gm5812 []\n",
      "MGI:5454222 Gm24445 []\n",
      "MGI:3704357 Gm9855 []\n",
      "MGI:1351634 Abcc6 [('MP:0005239', 'abnormal Bruch membrane morphology'), ('HP:0003761', None), ('MP:0010234', 'abnormal vibrissa follicle morphology'), ('MP:0002838', 'decreased susceptibility to dystrophic cardiac calcinosis'), ('HP:0007862', None), ('MP:0002839', 'increased susceptibility to dystrophic cardiac calcinosis')]\n",
      "MGI:99175 Zfp28 []\n",
      "MGI:3649924 Gm13237 []\n",
      "MGI:2137092 Eefsec []\n",
      "MGI:3783082 Gm15638 []\n",
      "MGI:1919356 Jmjd8 [('HP:0005518', None)]\n",
      "MGI:3647036 Gm5931 []\n",
      "MGI:3651480 Gm11759 []\n",
      "MGI:1330304 Vps52 [('MP:0002085', 'abnormal embryonic tissue morphology'), ('MP:0001723', 'disorganized yolk sac vascular plexus'), ('MP:0011092', 'embryonic lethality, complete penetrance')]\n",
      "MGI:1916964 Tfpt []\n",
      "MGI:97350 Nkx2-5 [('MP:0006126', 'abnormal cardiac outflow tract development'), ('MP:0000298', 'absent atrioventricular cushions'), ('HP:0001903', None), ('HP:0012722', None), ('GO:0001947PHENOTYPE', None), ('MP:0005385', 'cardiovascular system phenotype'), ('HP:0000969', None), ('GO:0055005PHENOTYPE', None), ('MP:0001722', 'pale yolk sac'), ('MP:0002086', 'abnormal extraembryonic tissue morphology'), ('MP:0001625', 'cardiac hypertrophy'), ('GO:0060038PHENOTYPE', None), ('HP:0009555', None), ('GO:0060048PHENOTYPE', None), ('MP:0002747', 'abnormal aortic valve morphology'), ('HP:0001698', None), ('MP:0002085', 'abnormal embryonic tissue morphology'), ('HP:0003826', None), ('MP:0004114', 'abnormal atrioventricular node morphology'), ('MP:0001633', 'poor circulation'), ('HP:0001644', None), ('HP:0001750', None), ('GO:0007507PHENOTYPE', None), ('MP:0001689', 'incomplete somite formation'), ('MP:0011205', 'excessive folding of visceral yolk sac'), ('HP:0001719', None), ('HP:0001647', None), ('MP:0000282', 'abnormal interatrial septum morphology'), ('MP:0004117', 'abnormal atrioventricular bundle morphology'), ('MP:0000729', 'abnormal myogenesis'), ('MP:0005598', 'decreased ventricle muscle contractility'), ('MP:0003649', 'decreased heart right ventricle size'), ('HP:0001660', None), ('MP:0000278', 'abnormal myocardial fiber morphology'), ('MP:0004787', 'abnormal dorsal aorta morphology'), ('MP:0004124', 'abnormal Purkinje fiber morphology'), ('MP:0003872', 'absent heart right ventricle'), ('MP:0003984', 'embryonic growth retardation'), ('GO:0001570PHENOTYPE', None), ('MP:0006113', 'abnormal heart septum morphology'), ('MP:0003920', 'abnormal heart right ventricle morphology'), ('HP:0000961', None), ('HP:0001789', None), ('MP:0003140', 'dilated heart atrium')]\n",
      "MGI:95895 H2-Aa [('MP:0000702', 'enlarged lymph nodes'), ('MP:0008075', 'decreased CD4-positive, alpha beta T cell number'), ('MP:0008078', 'increased CD8-positive, alpha-beta T cell number')]\n",
      "MGI:5454177 Gm24400 []\n",
      "MGI:3780551 Gm2383 []\n",
      "MGI:2146156 Espl1 [('MP:0012570', 'increased mammary gland tumor incidence in breeding females'), ('MP:0002052', 'decreased tumor incidence'), ('MP:0000630', 'mammary gland hyperplasia'), ('MP:0004957', 'abnormal blastocyst morphology'), ('MP:0004024', 'aneuploidy'), ('MP:0008393', 'absent primordial germ cells'), ('HP:0008669', None), ('MP:0000333', 'decreased bone marrow cell number'), ('MP:0006271', 'abnormal involution of the mammary gland'), ('MP:0011411', 'abnormal gonadal ridge morphology'), ('MP:0004966', 'abnormal inner cell mass proliferation'), ('MP:0008866', 'chromosomal instability'), ('MP:0000607', 'abnormal hepatocyte morphology'), ('MP:0011092', 'embryonic lethality, complete penetrance'), ('MP:0008390', 'abnormal primordial germ cell proliferation')]\n",
      "MGI:2144585 Slc16a6 []\n",
      "MGI:1923388 Ccdc138 []\n",
      "MGI:1917059 1810046K07Rik []\n",
      "MGI:3710580 Gm9800 []\n",
      "MGI:1928138 Mrps23 []\n",
      "MGI:1298204 Ppt1 [('MP:0001513', 'limb grasping'), ('GO:0008344PHENOTYPE', None), ('HP:0004324', None), ('GO:0044257PHENOTYPE', None), ('HP:0001743', None), ('HP:0001392', None), ('HP:0012443', None), ('MP:0002175', 'decreased brain weight'), ('GO:0008306PHENOTYPE', None), ('MP:0000788', 'abnormal cerebral cortex morphology'), ('GO:0008474PHENOTYPE', None), ('GO:0044265PHENOTYPE', None), ('MP:0008713', 'abnormal cytokine level'), ('HP:0002446', None), ('GO:0005764PHENOTYPE', None), ('MP:0002135', 'abnormal kidney morphology'), ('HP:0010831', None), ('HP:0000718', None), ('MP:0003241', 'loss of cortex neurons')]\n",
      "MGI:1923764 Tmub1 [('MP:0008853', 'decreased abdominal adipose tissue amount'), ('HP:0012311', None), ('MP:0001501', 'abnormal sleep pattern')]\n",
      "MGI:3650962 Mup6 []\n",
      "MGI:5455456 Gm25679 []\n",
      "MGI:95679 Gpd1 [('GO:0006116PHENOTYPE', None), ('MP:0005378', 'growth/size/body region phenotype'), ('MP:0005389', 'reproductive system phenotype')]\n",
      "MGI:2451333 Khnyn []\n",
      "MGI:3783040 Gm15593 []\n",
      "MGI:1918920 Acy3 []\n",
      "MGI:5456164 Gm26387 []\n",
      "MGI:3652074 Gm11367 []\n",
      "MGI:4422070 n-R5s205 []\n",
      "MGI:1098258 Kif15 []\n",
      "MGI:1923028 Them4 [('MP:0005389', 'reproductive system phenotype')]\n",
      "MGI:3649491 Gm11852 []\n",
      "MGI:1914691 Isoc2b []\n",
      "MGI:96692 Krt18 [('GO:0097191PHENOTYPE', None), ('HP:0002240', None)]\n",
      "MGI:2676630 Nlrp12 [('MP:0005616', 'decreased susceptibility to type IV hypersensitivity reaction'), ('GO:0071345PHENOTYPE', None), ('HP:0040238', None), ('HP:0001875', None)]\n",
      "MGI:1918115 Lnpk [('HP:0003010', None), ('HP:0003251', None), ('HP:0005736', None), ('MP:0002109', 'abnormal limb morphology'), ('MP:0004355', 'short radius'), ('GO:0007596PHENOTYPE', None), ('MP:0003072', 'abnormal metatarsal bone morphology'), ('MP:0000060', 'delayed bone ossification'), ('MP:0002187', 'abnormal fibula morphology')]\n",
      "MGI:3643566 Gm5617 []\n",
      "MGI:2139354 Arfgef2 [('HP:0002269', None), ('HP:0004298', None), ('MP:0003631', 'nervous system phenotype'), ('MP:0011094', 'embryonic lethality before implantation, complete penetrance')]\n",
      "MGI:2443362 Lax1 [('MP:0002359', 'abnormal spleen germinal center morphology'), ('HP:0003212', None), ('MP:0001828', 'abnormal T cell activation'), ('MP:0008826', 'abnormal splenic cell ratio'), ('MP:0008499', 'increased IgG1 level')]\n",
      "MGI:2685466 1700024P16Rik []\n",
      "MGI:96177 Hoxa5 [('GO:0001501PHENOTYPE', None), ('MP:0003120', 'abnormal tracheal cartilage morphology'), ('MP:0010993', 'decreased surfactant secretion'), ('MP:0009018', 'short estrus'), ('MP:0001179', 'thick pulmonary interalveolar septum'), ('GO:0007389PHENOTYPE', None), ('MP:0009247', 'meteorism'), ('MP:0010943', 'abnormal bronchus epithelium morphology'), ('MP:0002267', 'abnormal bronchiole morphology'), ('MP:0013497', 'trachea occlusion'), ('MP:0001927', 'abnormal estrous cycle'), ('MP:0005122', 'increased circulating thyroid-stimulating hormone level'), ('HP:0000826', None), ('MP:0004615', 'cervical vertebral transformation'), ('MP:0011034', 'impaired branching involved in respiratory bronchiole morphogenesis'), ('MP:0004780', 'abnormal surfactant secretion'), ('GO:0060536PHENOTYPE', None), ('MP:0004551', 'decreased tracheal cartilage ring number'), ('GO:0030324PHENOTYPE', None), ('MP:0008146', 'asymmetric sternocostal joints'), ('GO:0060644PHENOTYPE', None), ('MP:0005388', 'respiratory system phenotype'), ('HP:0040006', None), ('HP:0000772', None), ('MP:0010900', 'abnormal pulmonary interalveolar septum morphology'), ('MP:0011088', 'neonatal lethality, incomplete penetrance'), ('MP:0000054', 'delayed ear emergence'), ('GO:0007585PHENOTYPE', None), ('HP:0000138', None), ('GO:0009952PHENOTYPE', None), ('HP:0002777', None), ('MP:0001183', 'overexpanded pulmonary alveoli'), ('HP:0005815', None), ('MP:0005629', 'abnormal lung weight'), ('MP:0009020', 'prolonged metestrus'), ('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('HP:0001508', None), ('MP:0011090', 'perinatal lethality, incomplete penetrance'), ('GO:0030878PHENOTYPE', None), ('MP:0010911', 'abnormal pulmonary acinus morphology'), ('MP:0010082', 'sternebra fusion'), ('MP:0010810', 'increased type II pneumocyte number'), ('HP:0100750', None), ('MP:0011024', 'abnormal branching involved in lung morphogenesis'), ('GO:0048704PHENOTYPE', None), ('MP:0008245', 'abnormal alveolar macrophage morphology'), ('MP:0001290', 'delayed eyelid opening')]\n",
      "MGI:104992 Crybb1 []\n",
      "MGI:96114 Hmgb1-ps8 []\n",
      "MGI:1932389 Tlr9 [('MP:0005465', 'abnormal T-helper 1 physiology'), ('GO:0006955PHENOTYPE', None), ('MP:0008769', 'abnormal plasmacytoid dendritic cell physiology'), ('HP:0011113', None), ('MP:0008561', 'decreased tumor necrosis factor secretion'), ('MP:0005387', 'immune system phenotype'), ('MP:0008565', 'decreased interferon-beta secretion'), ('HP:0010978', None), ('MP:0002418', 'increased susceptibility to viral infection'), ('HP:0012648', None), ('MP:0002376', 'abnormal dendritic cell physiology')]\n",
      "MGI:97372 Npr2 [('HP:0011028', None), ('MP:0000097', 'short maxilla'), ('MP:0002427', 'disproportionate dwarf'), ('HP:0004325', None), ('MP:0005385', 'cardiovascular system phenotype'), ('MP:0001921', 'reduced fertility'), ('MP:0004386', 'enlarged interparietal bone'), ('HP:0003026', None), ('MP:0009677', 'abnormal spinal cord dorsal column morphology'), ('HP:0002983', None), ('HP:0003097', None), ('HP:0005105', None), ('HP:0000134', None), ('HP:0003270', None), ('MP:0006398', 'increased long bone epiphyseal plate size'), ('MP:0000165', 'abnormal long bone hypertrophic chondrocyte zone'), ('MP:0002637', 'small uterus'), ('MP:0010029', 'abnormal basicranium morphology'), ('MP:0004421', 'enlarged parietal bone'), ('MP:0005390', 'skeleton phenotype'), ('MP:0009088', 'thin uterine horn'), ('GO:0060348PHENOTYPE', None), ('HP:0002808', None), ('HP:0010504', None), ('HP:0040006', None), ('HP:0004422', None), ('HP:0009121', None), ('HP:0100671', None), ('HP:0000689', None), ('MP:0009861', 'abnormal pyloric sphincter morphology'), ('HP:0002766', None), ('HP:0000267', None), ('MP:0000592', 'short tail'), ('MP:0001392', 'abnormal locomotor behavior'), ('HP:0010824', None), ('HP:0003022', None), ('MP:0003662', 'abnormal long bone epiphyseal plate proliferative zone'), ('MP:0004470', 'small nasal bone'), ('HP:0002578', None), ('MP:0004595', 'abnormal mandibular condyloid process morphology'), ('MP:0000438', 'abnormal cranium morphology'), ('MP:0009009', 'absent estrous cycle'), ('HP:0001508', None), ('HP:0001291', None), ('HP:0005736', None), ('MP:0010155', 'abnormal intestine physiology'), ('MP:0004673', 'splayed ribs'), ('MP:0002113', 'abnormal skeleton development'), ('MP:0004607', 'abnormal cervical atlas morphology'), ('MP:0001265', 'decreased body size'), ('MP:0008272', 'abnormal endochondral bone ossification'), ('MP:0008770', 'decreased survivor rate'), ('HP:0011063', None), ('MP:0002657', 'chondrodystrophy')]\n",
      "MGI:95564 Fmr1 [('MP:0001363', 'increased anxiety-related response'), ('MP:0008871', 'abnormal ovarian follicle number'), ('HP:0000137', None), ('MP:0001458', 'abnormal object recognition memory'), ('MP:0009456', 'impaired cued conditioning behavior'), ('MP:0000877', 'abnormal Purkinje cell morphology'), ('MP:0002574', 'increased vertical activity'), ('MP:0002062', 'abnormal associative learning'), ('MP:0001364', 'decreased anxiety-related response'), ('MP:0009940', 'abnormal hippocampus pyramidal cell morphology'), ('MP:0005391', 'vision/eye phenotype'), ('MP:0003008', 'enhanced long term potentiation'), ('MP:0000947', 'convulsive seizures'), ('MP:0001463', 'abnormal spatial learning'), ('MP:0012144', 'decreased b wave amplitude'), ('MP:0001529', 'abnormal vocalization'), ('MP:0009363', 'abnormal secondary ovarian follicle morphology'), ('HP:0007973', None), ('MP:0005168', 'abnormal female meiosis'), ('HP:0004324', None), ('MP:0000812', 'abnormal dentate gyrus morphology'), ('MP:0012143', 'decreased a wave amplitude'), ('HP:0000138', None), ('MP:0002063', 'abnormal learning/memory/conditioning'), ('MP:0001415', 'increased exploration in new environment'), ('MP:0003702', 'abnormal chromosome morphology'), ('HP:0012443', None), ('MP:0004753', 'abnormal miniature excitatory postsynaptic currents'), ('MP:0009141', 'increased prepulse inhibition'), ('MP:0009937', 'abnormal neuron differentiation'), ('MP:0001360', 'abnormal social investigation'), ('MP:0002680', 'decreased corpora lutea number'), ('MP:0004851', 'increased testis weight'), ('GO:0007417PHENOTYPE', None), ('MP:0009712', 'impaired conditioned place preference behavior')]\n",
      "MGI:5454704 Gm24927 []\n",
      "MGI:3645626 Gm16433 []\n",
      "MGI:3645402 Gm6733 []\n",
      "MGI:5452049 Gm22272 []\n",
      "MGI:3645731 Gm5641 []\n",
      "MGI:3649615 Gm13443 []\n",
      "MGI:1926262 Irgm2 []\n",
      "MGI:5452146 Gm22369 []\n",
      "MGI:3773841 Mfsd4b3 []\n",
      "MGI:1202882 Rhd [('MP:0002591', 'decreased mean corpuscular volume'), ('MP:0002874', 'decreased hemoglobin content'), ('MP:0001191', 'abnormal skin condition'), ('MP:0005642', 'decreased mean corpuscular hemoglobin concentration')]\n",
      "MGI:2387602 Cd300e [('MP:0005560', 'decreased circulating glucose level'), ('MP:0002059', 'abnormal seminal vesicle morphology'), ('MP:0004931', 'enlarged epididymis')]\n",
      "MGI:2685565 Nup62cl []\n",
      "MGI:3783067 Gm15622 []\n",
      "MGI:3649359 Gm13886 []\n",
      "MGI:1919266 1600002H07Rik []\n",
      "MGI:1925579 2310010J17Rik []\n",
      "MGI:2663233 Muc6 []\n",
      "MGI:102944 Ube2b [('MP:0009230', 'abnormal sperm head morphology'), ('MP:0001510', 'abnormal coat appearance'), ('HP:0012153', None), ('MP:0005169', 'abnormal male meiosis'), ('MP:0011110', 'preweaning lethality, incomplete penetrance'), ('HP:0008669', None), ('HP:0001288', None), ('MP:0004852', 'decreased testis weight'), ('MP:0006379', 'abnormal spermatocyte morphology')]\n",
      "MGI:3648443 Gm7847 []\n",
      "MGI:3644644 Gm5883 []\n",
      "MGI:104664 Tcf15 [('GO:0042755PHENOTYPE', None), ('GO:0007517PHENOTYPE', None), ('GO:0043588PHENOTYPE', None), ('HP:0000973', None), ('GO:0001756PHENOTYPE', None), ('HP:0003468', None), ('HP:0004298', None), ('GO:0045198PHENOTYPE', None), ('MP:0004263', 'abnormal limb posture'), ('HP:0002098', None), ('MP:0002280', 'abnormal intercostal muscle morphology'), ('HP:0000921', None), ('GO:0009952PHENOTYPE', None), ('HP:0000892', None), ('MP:0004073', 'caudal body truncation'), ('GO:0003016PHENOTYPE', None), ('MP:0008277', 'abnormal sternum ossification'), ('MP:0000080', 'abnormal exoccipital bone morphology'), ('HP:0000902', None), ('HP:0000772', None)]\n",
      "MGI:3643873 Gm6594 []\n",
      "MGI:1921737 5430405H02Rik []\n",
      "MGI:95936 H2-Q7 []\n",
      "MGI:5454456 Gm24679 []\n",
      "MGI:1096341 E2f2 [('MP:0000313', 'abnormal cell death'), ('HP:0002090', None), ('MP:0002145', 'abnormal T cell differentiation'), ('HP:0000099', None), ('MP:0005350', 'increased susceptibility to autoimmune disorder'), ('MP:0004952', 'increased spleen weight'), ('MP:0003944', 'abnormal T cell subpopulation ratio'), ('MP:0011294', 'renal glomerulus hypertrophy'), ('HP:0011017', None), ('MP:0004762', 'increased anti-double stranded DNA antibody level')]\n",
      "MGI:3645972 Sult3a2 []\n",
      "MGI:3651135 Gm12909 []\n",
      "MGI:3646434 Gm4788 []\n",
      "MGI:1923455 Stard3nl []\n",
      "MGI:5454201 Gm24424 []\n",
      "MGI:1921080 Eif3k []\n",
      "MGI:2444899 5031439G07Rik []\n",
      "MGI:1919311 2010111I01Rik []\n",
      "MGI:1920179 Dip2c []\n",
      "MGI:1891713 Habp4 []\n",
      "MGI:3649539 Gm13880 []\n",
      "MGI:3036263 Zfp976 []\n",
      "MGI:3649578 Gm13623 []\n",
      "MGI:1919352 Dusp11 [('HP:0100689', None), ('MP:0001258', 'decreased body length')]\n",
      "MGI:98797 Tpi1 [('HP:0012379', None), ('HP:0001878', None), ('MP:0000208', 'decreased hematocrit'), ('MP:0011096', 'embryonic lethality between implantation and somite formation, complete penetrance')]\n",
      "MGI:1913513 1810014B01Rik []\n",
      "MGI:1861676 Nme6 [('MP:0003984', 'embryonic growth retardation'), ('MP:0013292', 'embryonic lethality prior to organogenesis'), ('MP:0001697', 'abnormal embryo size'), ('MP:0011100', 'preweaning lethality, complete penetrance')]\n",
      "MGI:2449929 Il1f9 []\n",
      "MGI:1913288 Sdhaf3 []\n",
      "MGI:3783232 Gm15790 []\n",
      "MGI:3648120 Gm5637 []\n",
      "MGI:1923666 Znrd1as []\n",
      "MGI:3769707 Cyp3a59 []\n",
      "MGI:3780787 Gm2619 []\n",
      "MGI:1860079 Olfr70 []\n",
      "MGI:1346527 Psmb8 [('MP:0001838', 'defective intracellular transport of class I molecules')]\n",
      "MGI:3649746 Gm12230 []\n",
      "MGI:5531106 Mir6963 []\n",
      "MGI:95629 Slc6a13 []\n",
      "MGI:2178743 Stab2 [('MP:0009642', 'abnormal blood homeostasis')]\n",
      "MGI:3644670 Gm6142 []\n",
      "MGI:3781329 Gm3150 []\n",
      "MGI:3648278 Gm7541 []\n",
      "MGI:5454607 Gm24830 []\n",
      "MGI:3649931 Gm11361 []\n",
      "MGI:2146052 Agxt2 [('MP:0005590', 'increased vasodilation'), ('HP:0003112', None)]\n",
      "MGI:1101758 H3f3a-ps2 []\n",
      "MGI:3651322 Gm12328 []\n",
      "MGI:3708691 Gm2564 []\n",
      "MGI:1333825 Dgat1 [('MP:0010026', 'decreased liver cholesterol level'), ('MP:0011232', 'abnormal vitamin A level'), ('MP:0001212', 'skin lesions'), ('MP:0001222', 'epidermal hyperplasia'), ('MP:0004047', 'abnormal milk composition'), ('HP:0004325', None), ('MP:0006270', 'abnormal mammary gland growth during lactation'), ('MP:0005459', 'decreased percent body fat/body weight'), ('MP:0008858', 'abnormal hair cycle anagen phase'), ('MP:0009504', 'abnormal mammary gland epithelium morphology'), ('MP:0005289', 'increased oxygen consumption'), ('HP:0000752', None), ('MP:0009356', 'decreased liver triglyceride level'), ('MP:0001191', 'abnormal skin condition'), ('MP:0000427', 'abnormal hair cycle'), ('MP:0000628', 'abnormal mammary gland development'), ('MP:0012075', 'impaired mammary gland growth during pregnancy')]\n",
      "MGI:1915720 Impad1 [('HP:0002795', None), ('HP:0005792', None), ('HP:0004324', None), ('GO:0001501PHENOTYPE', None), ('GO:0002063PHENOTYPE', None), ('GO:0001958PHENOTYPE', None), ('HP:0009121', None), ('MP:0002427', 'disproportionate dwarf'), ('HP:0000879', None), ('HP:0003826', None), ('HP:0001547', None), ('HP:0002098', None), ('MP:0005390', 'skeleton phenotype'), ('HP:0000267', None), ('HP:0008873', None), ('MP:0000071', 'axial skeleton hypoplasia'), ('MP:0006397', 'disorganized long bone epiphyseal plate'), ('MP:0011087', 'neonatal lethality, complete penetrance'), ('GO:0009791PHENOTYPE', None)]\n",
      "MGI:5455884 Gm26107 []\n",
      "MGI:3652203 Gm13604 []\n",
      "MGI:1918943 Colec11 []\n",
      "MGI:894297 Clta []\n",
      "MGI:1276535 Ncoa3 [('MP:0003355', 'decreased ovulation rate'), ('MP:0005379', 'endocrine/exocrine gland phenotype'), ('HP:0009124', None), ('MP:0012106', 'impaired exercise endurance'), ('MP:0002427', 'disproportionate dwarf'), ('MP:0009006', 'prolonged estrous cycle'), ('MP:0011110', 'preweaning lethality, incomplete penetrance'), ('GO:0035264PHENOTYPE', None), ('MP:0005290', 'decreased oxygen consumption'), ('MP:0005076', 'abnormal cell differentiation'), ('HP:0006482', None), ('MP:0002401', 'abnormal lymphopoiesis'), ('HP:0000823', None), ('MP:0006319', 'abnormal epididymal fat pad morphology'), ('MP:0009136', 'decreased brown fat cell size'), ('MP:0005181', 'decreased circulating estradiol level'), ('HP:0030759', None), ('MP:0005289', 'increased oxygen consumption'), ('MP:0002356', 'abnormal spleen red pulp morphology'), ('HP:0000855', None), ('HP:0040216', None), ('MP:0002696', 'decreased circulating glucagon level'), ('HP:0001974', None), ('HP:0004324', None), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('HP:0003074', None), ('MP:0009133', 'decreased white fat cell size'), ('MP:0009341', 'decreased splenocyte apoptosis'), ('MP:0005154', 'increased B cell proliferation'), ('MP:0005560', 'decreased circulating glucose level'), ('MP:0008705', 'increased interleukin-6 secretion'), ('MP:0008483', 'increased spleen germinal center size'), ('MP:0008596', 'increased circulating interleukin-6 level'), ('MP:0003402', 'decreased liver weight'), ('HP:0011017', None), ('GO:0060068PHENOTYPE', None), ('MP:0002169', 'no abnormal phenotype detected'), ('HP:0010683', None), ('MP:0008074', 'increased CD4-positive, alpha beta T cell number'), ('HP:0001508', None), ('MP:0008735', 'increased susceptibility to endotoxin shock'), ('HP:0000369', None), ('MP:0008553', 'increased circulating tumor necrosis factor level'), ('HP:0002045', None), ('MP:0011049', 'impaired adaptive thermogenesis'), ('MP:0008641', 'increased circulating interleukin-1 beta level'), ('MP:0011630', 'increased mitochondria size'), ('HP:0008887', None), ('HP:0002846', None), ('GO:0048589PHENOTYPE', None), ('MP:0008658', 'decreased interleukin-1 beta secretion'), ('MP:0001265', 'decreased body size'), ('MP:0010378', 'increased respiratory quotient'), ('MP:0001780', 'decreased brown adipose tissue amount'), ('HP:0002665', None), ('MP:0000352', 'decreased cell proliferation'), ('MP:0000628', 'abnormal mammary gland development'), ('MP:0005292', 'improved glucose tolerance')]\n",
      "MGI:3772572 Xaf1 []\n",
      "MGI:1922471 Dpp3 []\n",
      "MGI:5452893 Gm23116 []\n",
      "MGI:1351627 Pdhx []\n",
      "MGI:1920081 Dhx30 [('MP:0004180', 'failure of initiation of embryo turning')]\n",
      "MGI:3651835 Gm13994 []\n",
      "MGI:108450 Adcy9 [('MP:0011110', 'preweaning lethality, incomplete penetrance'), ('HP:0003113', None)]\n",
      "MGI:3652298 Gm11349 []\n",
      "MGI:3648635 Gm8815 []\n",
      "MGI:3782393 Gm4217 []\n",
      "MGI:104982 Cebpg [('MP:0001183', 'overexpanded pulmonary alveoli'), ('MP:0005070', 'impaired natural killer cell mediated cytotoxicity'), ('MP:0011088', 'neonatal lethality, incomplete penetrance')]\n",
      "MGI:3650608 Gm11942 []\n",
      "MGI:2136934 Clec2h []\n",
      "MGI:1329005 Slfn3 []\n",
      "MGI:1915921 Pcyt2 [('MP:0011092', 'embryonic lethality, complete penetrance'), ('MP:0002118', 'abnormal lipid homeostasis'), ('MP:0010027', 'increased liver cholesterol level'), ('MP:0009355', 'increased liver triglyceride level')]\n",
      "MGI:1918937 Tmem25 []\n",
      "MGI:96031 Hc [('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0001952', 'increased airway responsiveness'), ('MP:0005166', 'decreased susceptibility to injury'), ('MP:0011471', 'decreased urine creatinine level'), ('MP:0002833', 'increased heart weight'), ('MP:0011396', 'abnormal sleep behavior'), ('MP:0001257', 'increased body length')]\n",
      "MGI:3650694 Gm11979 []\n",
      "MGI:3614797 Ripply1 [('MP:0003048', 'abnormal cervical vertebrae morphology'), ('GO:0060349PHENOTYPE', None)]\n",
      "MGI:3652153 Gm12568 []\n",
      "MGI:97517 Cdk17 []\n",
      "MGI:3588218 F830016B08Rik []\n",
      "MGI:102483 mt-Tk [('HP:0001324', None), ('MP:0010955', 'abnormal respiratory electron transport chain'), ('MP:0001258', 'decreased body length')]\n",
      "MGI:1341190 Hmg20b []\n",
      "MGI:3651366 Gm13132 []\n",
      "MGI:108520 Fzd4 [('MP:0002083', 'premature death'), ('GO:0030947PHENOTYPE', None), ('MP:0004362', 'cochlear hair cell degeneration'), ('MP:0004404', 'cochlear outer hair cell degeneration'), ('MP:0004398', 'cochlear inner hair cell degeneration'), ('MP:0004368', 'abnormal stria vascularis vasculature morphology'), ('GO:0031987PHENOTYPE', None), ('HP:0000568', None), ('MP:0005602', 'decreased angiogenesis'), ('MP:0009619', 'abnormal optokinetic reflex'), ('HP:0001321', None), ('MP:0002792', 'abnormal retinal vasculature morphology'), ('MP:0000880', 'decreased Purkinje cell number'), ('HP:0007033', None), ('HP:0000573', None), ('MP:0004363', 'stria vascularis degeneration'), ('MP:0005185', 'decreased circulating progesterone level'), ('MP:0000469', 'abnormal esophageal squamous epithelium morphology'), ('MP:0001505', 'hunched posture'), ('HP:0001892', None), ('GO:0042701PHENOTYPE', None), ('HP:0012372', None), ('HP:0200057', None), ('GO:0001568PHENOTYPE', None), ('MP:0000259', 'abnormal vascular development'), ('HP:0008222', None), ('MP:0002169', 'no abnormal phenotype detected'), ('GO:0007605PHENOTYPE', None), ('MP:0000886', 'abnormal cerebellar granule layer morphology'), ('MP:0009402', 'decreased skeletal muscle fiber diameter'), ('MP:0003356', 'impaired luteinization'), ('HP:0000365', None), ('HP:0001789', None)]\n",
      "MGI:99260 Prkci [('MP:0012104', 'small amniotic cavity'), ('MP:0003949', 'abnormal circulating lipid level'), ('MP:0002083', 'premature death'), ('MP:0008140', 'podocyte foot process effacement'), ('HP:0003259', None), ('HP:0000568', None), ('MP:0011190', 'thick embryonic epiblast'), ('MP:0008060', 'abnormal podocyte slit diaphragm morphology'), ('MP:0004185', 'abnormal adipocyte glucose uptake'), ('MP:0004559', 'small allantois'), ('MP:0011402', 'renal cast'), ('MP:0011257', 'abnormal head fold morphology'), ('MP:0005669', 'increased circulating leptin level'), ('MP:0005325', 'abnormal renal glomerulus morphology'), ('MP:0011092', 'embryonic lethality, complete penetrance'), ('MP:0000358', 'abnormal cell morphology'), ('HP:0003233', None), ('MP:0012081', 'absent heart tube'), ('HP:0003138', None), ('MP:0000270', 'abnormal heart tube morphology'), ('MP:0011108', 'embryonic lethality during organogenesis, incomplete penetrance'), ('MP:0011483', 'renal glomerular synechia'), ('HP:0001967', None), ('MP:0001705', 'abnormal proximal-distal axis patterning'), ('MP:0001680', 'abnormal mesoderm development'), ('MP:0001318', 'pupil opacity'), ('MP:0001320', 'small pupils'), ('HP:0000238', None), ('HP:0000517', None), ('MP:0011869', 'detached podocyte'), ('MP:0005199', 'abnormal iris pigment epithelium'), ('HP:0000096', None), ('HP:0001513', None)]\n",
      "MGI:3643265 Gm9143 []\n",
      "MGI:96923 Mbl1 [('MP:0008497', 'decreased IgG2b level'), ('MP:0005387', 'immune system phenotype'), ('MP:0008502', 'increased IgG3 level'), ('HP:0010701', None), ('MP:0008554', 'decreased circulating tumor necrosis factor level'), ('MP:0009764', 'decreased sensitivity to induced morbidity/mortality')]\n",
      "MGI:1929216 Ap3s1-ps1 []\n",
      "MGI:1915650 0610043K17Rik []\n",
      "MGI:5530764 Mir8114 []\n",
      "MGI:3705130 Gm13166 []\n",
      "MGI:3704354 Gm10275 []\n",
      "MGI:1916846 Ap5s1 []\n",
      "MGI:3650439 Amd-ps4 []\n",
      "MGI:5477020 Gm26526 []\n",
      "MGI:95453 Smarcad1 [('HP:0030040', None), ('MP:0004174', 'abnormal spine curvature'), ('HP:0100891', None), ('MP:0011088', 'neonatal lethality, incomplete penetrance'), ('HP:0009121', None), ('HP:0000902', None), ('MP:0004200', 'decreased fetal size'), ('MP:0008146', 'asymmetric sternocostal joints'), ('MP:0001625', 'cardiac hypertrophy'), ('MP:0009703', 'decreased birth body size'), ('MP:0000462', 'abnormal digestive system morphology'), ('MP:0002161', 'abnormal fertility/fecundity'), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0001923', 'reduced female fertility')]\n",
      "MGI:1919004 Cyp2d40 []\n",
      "MGI:2442798 Dhrs9 []\n",
      "MGI:2443063 Mylk3 [('MP:0003915', 'increased left ventricle weight'), ('HP:0001712', None), ('MP:0009763', 'increased sensitivity to induced morbidity/mortality'), ('MP:0005385', 'cardiovascular system phenotype'), ('MP:0012735', 'abnormal response to exercise'), ('MP:0010632', 'cardiac muscle necrosis'), ('MP:0010724', 'thick interventricular septum'), ('MP:0002833', 'increased heart weight'), ('HP:0001635', None), ('MP:0005608', 'cardiac interstitial fibrosis'), ('MP:0010754', 'abnormal heart left ventricle pressure')]\n",
      "MGI:4834226 Mir3058 []\n",
      "MGI:3836982 Mir1943 []\n",
      "MGI:1306806 Cyp2c37 []\n",
      "MGI:105388 Cdkn2c [('MP:0000693', 'spleen hyperplasia'), ('MP:0002083', 'premature death'), ('HP:0000803', None), ('HP:0012505', None), ('HP:0001251', None), ('MP:0002364', 'abnormal thymus size'), ('MP:0000702', 'enlarged lymph nodes'), ('HP:0040171', None), ('MP:0006262', 'increased testis tumor incidence'), ('MP:0002048', 'increased lung adenoma incidence'), ('MP:0002041', 'increased pituitary adenoma incidence'), ('MP:0010299', 'increased mammary gland tumor incidence'), ('HP:0010516', None), ('HP:0000053', None), ('HP:0004324', None), ('MP:0013602', 'abnormal Leydig cell differentiation'), ('MP:0000889', 'abnormal cerebellar molecular layer'), ('HP:0200058', None), ('MP:0002348', 'abnormal lymph node medulla morphology'), ('MP:0000630', 'mammary gland hyperplasia'), ('MP:0001264', 'increased body size'), ('HP:0005404', None), ('MP:0000523', 'cortical renal glomerulopathies')]\n",
      "MGI:2448399 Hist1h2bk []\n",
      "MGI:3651950 Gm12435 []\n",
      "MGI:1351670 Hsd17b6 []\n",
      "MGI:3781871 Gm3695 []\n",
      "MGI:3649989 Rpl12-ps2 []\n",
      "MGI:3648820 Gm7129 []\n",
      "MGI:3651867 Gm13641 []\n",
      "MGI:1914948 Fam174a []\n",
      "MGI:3650794 Gm12271 []\n",
      "MGI:1914742 Zfand4 []\n",
      "MGI:2682935 Tmprss13 [('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0001240', 'abnormal epidermis stratum corneum morphology'), ('MP:0001282', 'short vibrissae'), ('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:1309467 Gstm6 []\n",
      "MGI:3644053 Gm7676 []\n",
      "MGI:97976 Rnu2-10 []\n",
      "MGI:88328 Tnfsf8 [('GO:0045944PHENOTYPE', None), ('GO:0043374PHENOTYPE', None), ('MP:0005673', 'decreased susceptibility to graft versus host disease')]\n",
      "MGI:1913470 Zdhhc12 []\n",
      "MGI:3650076 Gm14400 []\n",
      "MGI:5453858 Gm24081 []\n",
      "MGI:1915690 Dusp23 []\n",
      "MGI:1098773 Tmem141 []\n",
      "MGI:3652187 Rps15a-ps4 []\n",
      "MGI:95486 Fbl [('MP:0011101', 'prenatal lethality, incomplete penetrance'), ('MP:0001730', 'embryonic growth arrest'), ('MP:0011094', 'embryonic lethality before implantation, complete penetrance')]\n",
      "MGI:5453488 Gm23711 []\n",
      "MGI:2387617 Obp2a [('HP:0009887', None)]\n",
      "MGI:3651166 Gm11843 []\n",
      "MGI:1313291 Vezf1 [('HP:0100763', None), ('MP:0011090', 'perinatal lethality, incomplete penetrance'), ('MP:0005380', 'embryo phenotype'), ('MP:0002672', 'abnormal pharyngeal arch artery morphology'), ('MP:0000260', 'abnormal angiogenesis'), ('GO:0001885PHENOTYPE', None), ('MP:0011109', 'lethality throughout fetal growth and development, incomplete penetrance'), ('MP:0001698', 'decreased embryo size'), ('HP:0011029', None), ('HP:0002597', None), ('MP:0000265', 'atretic vasculature'), ('GO:0001525PHENOTYPE', None)]\n",
      "MGI:3650537 Gm14165 []\n",
      "MGI:98304 St3gal1 []\n",
      "MGI:3648857 Gm6430 []\n",
      "MGI:3704220 Gm9762 []\n",
      "MGI:5456234 Gm26457 []\n",
      "MGI:106025 Gucy2g [('MP:0005367', 'renal/urinary system phenotype')]\n",
      "MGI:3780904 Gm2735 []\n",
      "MGI:105112 Hpx [('GO:0051246PHENOTYPE', None), ('MP:0012666', 'increased circulating haptoglobin level'), ('GO:0020027PHENOTYPE', None)]\n",
      "MGI:1888594 Icmt [('MP:0012235', 'abnormal liver bud morphology'), ('HP:0000980', None), ('GO:0008104PHENOTYPE', None), ('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance'), ('MP:0012504', 'increased forebrain apoptosis'), ('MP:0000596', 'abnormal liver development'), ('MP:0001265', 'decreased body size'), ('GO:0001701PHENOTYPE', None), ('MP:0000352', 'decreased cell proliferation')]\n",
      "MGI:3780699 Gm2531 []\n",
      "MGI:1915071 Atp1b4 []\n",
      "MGI:1916078 Sync [('MP:0002841', 'impaired skeletal muscle contractility'), ('MP:0005369', 'muscle phenotype')]\n",
      "MGI:5453021 Gm23244 []\n",
      "MGI:1336893 Rnu12 []\n",
      "MGI:2158650 Idh3b []\n",
      "MGI:1929763 Cdc42ep1 []\n",
      "MGI:1919007 Selenoo []\n",
      "MGI:2181053 Dnajc28 [('MP:0011968', 'decreased threshold for auditory brainstem response'), ('MP:0002574', 'increased vertical activity'), ('MP:0002942', 'decreased circulating alanine transaminase level')]\n",
      "MGI:2442106 Lrtm1 []\n",
      "MGI:1916233 Rint1 [('HP:0001402', None), ('HP:0001028', None), ('MP:0002083', 'premature death'), ('MP:0013293', 'embryonic lethality prior to tooth bud stage'), ('MP:0003570', 'increased uterus leiomyoma incidence'), ('HP:0002904', None), ('MP:0002020', 'increased tumor incidence'), ('MP:0002702', 'decreased circulating free fatty acid level'), ('MP:0013488', 'increased keratoacanthoma incidence'), ('MP:0002014', 'increased papilloma incidence'), ('MP:0010299', 'increased mammary gland tumor incidence'), ('HP:0100615', None), ('MP:0011096', 'embryonic lethality between implantation and somite formation, complete penetrance'), ('HP:0006739', None)]\n",
      "MGI:2684939 Fam170a []\n",
      "MGI:3649320 Gm12912 []\n",
      "MGI:1915265 Trap1 [('MP:0000693', 'spleen hyperplasia'), ('HP:0004325', None), ('HP:0001392', None), ('MP:0010959', 'abnormal oxidative phosphorylation'), ('MP:0003674', 'oxidative stress'), ('HP:0012648', None), ('MP:0002052', 'decreased tumor incidence')]\n",
      "MGI:1858414 Ngef []\n",
      "MGI:109330 Prop1 [('HP:0000135', None), ('MP:0002083', 'premature death'), ('MP:0008338', 'decreased thyrotroph cell number'), ('MP:0002270', 'abnormal pulmonary alveolus morphology'), ('GO:0009953PHENOTYPE', None), ('MP:0005130', 'decreased follicle stimulating hormone level'), ('HP:0030341', None), ('MP:0008330', 'absent somatotrophs'), ('HP:0012503', None), ('HP:0002098', None), ('MP:0005132', 'decreased luteinizing hormone level'), ('GO:0021979PHENOTYPE', None), ('MP:0008321', 'small adenohypophysis'), ('MP:0011088', 'neonatal lethality, incomplete penetrance'), ('HP:0001254', None), ('MP:0002777', 'absent ovarian follicles'), ('HP:0008222', None), ('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('GO:0048732PHENOTYPE', None), ('HP:0002795', None), ('MP:0003816', 'abnormal pituitary gland development'), ('HP:0100750', None), ('MP:0001265', 'decreased body size'), ('HP:0000961', None)]\n",
      "MGI:1913656 Sac3d1 [('HP:0100494', None), ('MP:0002398', 'abnormal bone marrow cell morphology/development'), ('GO:0050776PHENOTYPE', None), ('HP:0010516', None), ('MP:0005348', 'increased T cell proliferation')]\n",
      "MGI:108052 Bcl2l2 [('MP:0004996', 'abnormal CNS synapse formation'), ('MP:0002216', 'abnormal seminiferous tubule morphology'), ('MP:0008572', 'abnormal Purkinje cell dendrite morphology'), ('HP:0000027', None), ('MP:0004910', 'decreased seminal vesicle weight'), ('HP:0010791', None), ('MP:0020355', 'abnormal Sertoli cell barrier morphology'), ('HP:0012243', None), ('HP:0008322', None)]\n",
      "MGI:3642960 Cyp2c54 []\n",
      "MGI:3650756 Myadml2os []\n",
      "MGI:104593 Xcl1 [('MP:0001844', 'autoimmune response'), ('MP:0001870', 'salivary gland inflammation'), ('MP:0008880', 'lacrimal gland inflammation'), ('MP:0005387', 'immune system phenotype'), ('MP:0005079', 'decreased cytotoxic T cell cytolysis'), ('HP:0002715', None), ('HP:0012649', None), ('HP:0012115', None)]\n",
      "MGI:3704367 Gm10146 []\n",
      "MGI:3039594 A2ml1 []\n",
      "MGI:3643871 Gm6272 []\n",
      "MGI:95480 Fancc [('HP:0000134', None), ('MP:0002209', 'decreased germ cell number'), ('MP:0008813', 'decreased common myeloid progenitor cell number'), ('MP:0002216', 'abnormal seminiferous tubule morphology'), ('MP:0000239', 'absent common myeloid progenitor cells'), ('MP:0001935', 'decreased litter size'), ('MP:0004045', 'abnormal cell cycle checkpoint function'), ('MP:0004030', 'induced chromosome breakage'), ('MP:0001545', 'abnormal hematopoietic system physiology'), ('MP:0001154', 'seminiferous tubule degeneration'), ('HP:0000013', None), ('MP:0001921', 'reduced fertility'), ('MP:0008249', 'abnormal common lymphocyte progenitor cell morphology'), ('GO:0002262PHENOTYPE', None), ('HP:0000798', None), ('MP:0004029', 'spontaneous chromosome breakage'), ('HP:0008724', None), ('HP:0001873', None), ('GO:0007276PHENOTYPE', None), ('MP:0001155', 'arrest of spermatogenesis'), ('MP:0001923', 'reduced female fertility')]\n",
      "MGI:3646825 Rpl21-ps4 []\n",
      "MGI:5313103 Gm20656 []\n",
      "MGI:1924792 Nxpe4 []\n",
      "MGI:96761 Ldha-ps2 []\n",
      "MGI:3647791 Gm5257 []\n",
      "MGI:3779623 Gm6710 []\n",
      "MGI:1861755 Nsmf [('MP:0008335', 'decreased gonadotroph cell number'), ('MP:0001922', 'reduced male fertility'), ('HP:0000823', None), ('MP:0005561', 'increased mean corpuscular hemoglobin'), ('MP:0001923', 'reduced female fertility')]\n",
      "MGI:1354956 Tfr2 [('MP:0008955', 'increased cellular hemoglobin content'), ('HP:0004325', None), ('MP:0005397', 'hematopoietic system phenotype'), ('MP:0011890', 'increased circulating ferritin level'), ('MP:0008810', 'increased circulating iron level'), ('HP:0011031', None), ('MP:0008809', 'increased spleen iron level'), ('MP:0008808', 'decreased spleen iron level'), ('MP:0005638', 'hemochromatosis')]\n",
      "MGI:95928 H2-Q1 []\n",
      "MGI:2144518 Stac2 []\n",
      "MGI:3801854 Gm16005 []\n",
      "MGI:2183434 Wfdc12 []\n",
      "MGI:88082 Asgr2 [('MP:0009763', 'increased sensitivity to induced morbidity/mortality'), ('MP:0005376', 'homeostasis/metabolism phenotype')]\n",
      "MGI:1196295 Ptpn20 [('MP:0001513', 'limb grasping'), ('HP:0008887', None)]\n",
      "MGI:2180781 Slc8b1 [('MP:0001523', 'impaired righting response'), ('MP:0005560', 'decreased circulating glucose level')]\n",
      "MGI:1916083 Pdcl3 []\n",
      "MGI:1924165 Mnd1 [('HP:0008669', None)]\n",
      "MGI:1927498 Rgs18 [('MP:0002398', 'abnormal bone marrow cell morphology/development'), ('MP:0005386', 'behavior/neurological phenotype'), ('HP:0001873', None)]\n",
      "MGI:2143558 Chchd10 []\n",
      "MGI:4936885 Gm17251 []\n",
      "MGI:3648679 Rpl10-ps2 []\n",
      "MGI:5452422 Gm22645 []\n",
      "MGI:1914215 Ctu2 []\n",
      "MGI:4937303 Gm17669 []\n",
      "MGI:3781253 Gm3076 []\n",
      "MGI:1924750 Ppfia1 []\n",
      "MGI:2675256 Adm2 []\n",
      "MGI:2445361 Serpinb1b []\n",
      "MGI:3781646 Gm3470 []\n",
      "MGI:3782365 Gm4189 []\n",
      "MGI:3705106 Gm15318 []\n",
      "MGI:1913881 Mfsd14b []\n",
      "MGI:1925947 Pus7 []\n",
      "MGI:1924117 Rhbdd1 [('MP:0002896', 'abnormal bone mineralization')]\n",
      "MGI:5453405 Gm23628 []\n",
      "MGI:4938023 Gm17196 []\n",
      "MGI:102896 Sult1a1 [('MP:0009642', 'abnormal blood homeostasis')]\n",
      "MGI:2146071 Tubgcp6 []\n",
      "MGI:2443387 Zc3hav1l []\n",
      "MGI:3713585 Zfp993 []\n",
      "MGI:3783212 Gm15770 []\n",
      "MGI:1928486 Tdo2 [('MP:0005332', 'abnormal amino acid level'), ('MP:0004948', 'abnormal neuronal precursor proliferation'), ('MP:0013908', 'small lateral ventricles')]\n",
      "MGI:3648782 Rpl26-ps2 []\n",
      "MGI:3649297 Gm13140 []\n",
      "MGI:3704332 Gm9830 []\n",
      "MGI:1096381 Arntl [('MP:0002563', 'shortened circadian period'), ('MP:0002607', 'decreased basophil cell number'), ('MP:0002083', 'premature death'), ('MP:0005595', 'abnormal vascular smooth muscle physiology'), ('MP:0005489', 'vascular smooth muscle hyperplasia'), ('GO:0007623PHENOTYPE', None), ('HP:0100240', None), ('MP:0005664', 'decreased circulating noradrenaline level'), ('HP:0011014', None), ('MP:0003059', 'decreased insulin secretion'), ('HP:0001888', None), ('MP:0009168', 'decreased pancreatic islet number'), ('MP:0002560', 'arrhythmic circadian persistence'), ('MP:0008190', 'decreased transitional stage B cell number'), ('MP:0005370', 'liver/biliary system phenotype'), ('HP:0001288', None), ('MP:0002891', 'increased insulin sensitivity'), ('MP:0005591', 'decreased vasodilation'), ('HP:0001944', None), ('MP:0002907', 'abnormal parturition'), ('MP:0020332', 'impaired leukocyte tethering or rolling'), ('MP:0008908', 'increased total fat pad weight'), ('MP:0004953', 'decreased spleen weight'), ('HP:0012184', None), ('MP:0005185', 'decreased circulating progesterone level'), ('MP:0020408', 'altered susceptibility to induced thrombosis'), ('HP:0005645', None), ('MP:0005369', 'muscle phenotype'), ('HP:0010976', None), ('MP:0003976', 'decreased circulating VLDL triglyceride level'), ('MP:0005631', 'decreased lung weight'), ('HP:0003138', None), ('MP:0002840', 'abnormal lens fiber morphology'), ('MP:0003918', 'decreased kidney weight'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0004876', 'decreased mean systemic arterial blood pressure'), ('MP:0010686', 'abnormal hair follicle matrix region morphology'), ('HP:0001649', None), ('MP:0008858', 'abnormal hair cycle anagen phase'), ('MP:0009133', 'decreased white fat cell size'), ('MP:0004988', 'increased osteoblast cell number'), ('HP:0001662', None), ('MP:0003198', 'calcified tendon'), ('MP:0001728', 'failure of embryo implantation'), ('MP:0001392', 'abnormal locomotor behavior'), ('MP:0001391', 'abnormal tail movements'), ('HP:0012311', None), ('MP:0002941', 'increased circulating alanine transaminase level'), ('HP:0100827', None), ('MP:0001792', 'impaired wound healing'), ('HP:0008222', None), ('MP:0005048', 'abnormal thrombosis'), ('MP:0010213', 'abnormal circulating fibrinogen level'), ('HP:0000833', None), ('MP:0002834', 'decreased heart weight'), ('MP:0004905', 'decreased uterus weight'), ('MP:0005397', 'hematopoietic system phenotype'), ('MP:0004232', 'decreased muscle weight'), ('MP:0005551', 'abnormal eye electrophysiology'), ('MP:0005386', 'behavior/neurological phenotype'), ('MP:0005317', 'increased triglyceride level'), ('MP:0005300', 'abnormal corneal stroma morphology'), ('HP:0003124', None), ('MP:0000427', 'abnormal hair cycle'), ('HP:0001367', None), ('MP:0004852', 'decreased testis weight'), ('HP:0002533', None), ('HP:0000481', None), ('MP:0005504', 'abnormal ligament morphology')]\n",
      "MGI:3802146 Gm16023 []\n",
      "MGI:3649580 Rpl38-ps1 []\n",
      "MGI:1920257 Rnf169 [('HP:0000938', None), ('HP:0012311', None)]\n",
      "MGI:5521015 Obox4-ps2 []\n",
      "MGI:109269 Inhbe []\n",
      "MGI:3645637 Gm14794 []\n",
      "MGI:1332226 Soat2 [('MP:0003983', 'decreased cholesterol level'), ('HP:0012184', None), ('MP:0003982', 'increased cholesterol level'), ('MP:0002310', 'decreased susceptibility to hepatic steatosis'), ('MP:0009356', 'decreased liver triglyceride level'), ('MP:0004773', 'abnormal bile composition'), ('HP:0003146', None)]\n",
      "MGI:5477367 Gm26873 []\n",
      "MGI:4414958 Gm16538 []\n",
      "MGI:3648402 Gm15204 []\n",
      "MGI:2183691 Nav2 [('MP:0001489', 'decreased startle reflex'), ('GO:0021554PHENOTYPE', None), ('GO:0007605PHENOTYPE', None), ('MP:0001973', 'increased thermal nociceptive threshold'), ('HP:0001824', None), ('HP:0004408', None)]\n",
      "MGI:4937960 Gm17133 []\n",
      "MGI:107304 Rny3 []\n",
      "MGI:3652179 Gm13267 []\n",
      "MGI:2682302 Zbed4 [('MP:0011110', 'preweaning lethality, incomplete penetrance'), ('HP:0001627', None), ('HP:0000105', None), ('HP:0001640', None), ('HP:0001744', None), ('HP:0001743', None)]\n",
      "MGI:2676901 Mir26b []\n",
      "MGI:104767 Gpx4 [('HP:0004326', None), ('MP:0009230', 'abnormal sperm head morphology'), ('MP:0008267', 'abnormal hippocampus CA3 region morphology'), ('MP:0001674', 'abnormal germ layer development'), ('MP:0000859', 'abnormal somatosensory cortex morphology'), ('HP:0003251', None), ('MP:0001935', 'decreased litter size'), ('HP:0001254', None), ('MP:0005384', 'cellular phenotype'), ('MP:0009836', 'abnormal sperm principal piece morphology'), ('MP:0000947', 'convulsive seizures'), ('HP:0012206', None), ('MP:0002086', 'abnormal extraembryonic tissue morphology'), ('MP:0004543', 'abnormal sperm physiology'), ('MP:0001648', 'abnormal apoptosis'), ('HP:0002446', None), ('HP:0000735', None), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0005389', 'reproductive system phenotype'), ('MP:0009237', 'kinked sperm flagellum')]\n",
      "MGI:1913357 Wfdc21 []\n",
      "MGI:5454785 Gm25008 []\n",
      "MGI:97991 Rnu6-ps2 []\n",
      "MGI:1921692 Sgms2 [('MP:0009289', 'decreased epididymal fat pad weight'), ('MP:0010080', 'abnormal hepatocyte physiology'), ('MP:0001547', 'abnormal lipid level')]\n",
      "MGI:3642955 Gm5643 []\n",
      "MGI:4421973 n-R5s121 []\n",
      "MGI:105387 Cdkn2d [('HP:0000029', None), ('HP:0008232', None), ('GO:0007605PHENOTYPE', None), ('MP:0004398', 'cochlear inner hair cell degeneration')]\n",
      "MGI:5011755 Mroh6 []\n",
      "MGI:2183102 Sardh []\n",
      "MGI:1915781 1110020A21Rik []\n",
      "MGI:88331 Cd3d [('HP:0005415', None), ('MP:0001825', 'arrested T cell differentiation')]\n",
      "MGI:98511 Tfe3 [('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:3819494 Snora23 []\n",
      "MGI:2448407 Hist1h2bn []\n",
      "MGI:3708125 Gm15191 []\n",
      "MGI:3651881 Gm11246 []\n",
      "MGI:4439832 Carmn []\n",
      "MGI:107364 Il17a [('HP:0005479', None), ('MP:0000322', 'increased granulocyte number'), ('MP:0008348', 'absent gamma-delta T cells'), ('HP:0002090', None), ('MP:0008497', 'decreased IgG2b level'), ('HP:0011990', None), ('MP:0008075', 'decreased CD4-positive, alpha beta T cell number'), ('HP:0002850', None), ('HP:0004313', None), ('MP:0005562', 'decreased mean corpuscular hemoglobin'), ('HP:0001508', None), ('MP:0005362', 'abnormal Langerhans cell physiology'), ('MP:0001179', 'thick pulmonary interalveolar septum'), ('MP:0008495', 'decreased IgG1 level'), ('HP:0004315', None), ('MP:0002267', 'abnormal bronchiole morphology')]\n",
      "MGI:3650315 Gm11951 []\n",
      "MGI:1913344 Lsm7 []\n",
      "MGI:1891066 Aqp9 []\n",
      "MGI:3648907 Gm7666 []\n",
      "MGI:3704336 Rpl10-ps3 []\n",
      "MGI:105304 Il6ra [('MP:0005343', 'increased circulating aspartate transaminase level'), ('MP:0008553', 'increased circulating tumor necrosis factor level'), ('MP:0005376', 'homeostasis/metabolism phenotype'), ('MP:0003631', 'nervous system phenotype'), ('MP:0004185', 'abnormal adipocyte glucose uptake'), ('MP:0010214', 'abnormal circulating serum amyloid protein level'), ('MP:0005026', 'decreased susceptibility to parasitic infection'), ('MP:0010751', 'decreased susceptibility to parasitic infection induced morbidity/mortality'), ('MP:0003887', 'increased hepatocyte apoptosis'), ('MP:0004001', 'decreased hepatocyte proliferation'), ('MP:0010398', 'decreased liver glycogen level'), ('HP:0002457', None), ('MP:0005463', 'abnormal CD4-positive, alpha-beta T cell physiology'), ('MP:0005375', 'adipose tissue phenotype'), ('MP:0004502', 'decreased incidence of tumors by chemical induction'), ('MP:0008596', 'increased circulating interleukin-6 level'), ('MP:0005023', 'abnormal wound healing'), ('MP:0005378', 'growth/size/body region phenotype'), ('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:98270 Sds []\n",
      "MGI:3644479 Hnrnpa1l2-ps []\n",
      "MGI:2136459 Cdc42bpb []\n",
      "MGI:1915065 Sec14l2 [('HP:0003146', None)]\n",
      "MGI:105490 Gramd1a []\n",
      "MGI:1927343 Rps6kb2 [('MP:0002169', 'no abnormal phenotype detected')]\n",
      "MGI:1921402 Stra6l []\n",
      "MGI:4937268 Gm17634 []\n",
      "MGI:3782538 Gm4353 []\n",
      "MGI:97855 Rap2a []\n",
      "MGI:3647418 Cfhr3 []\n",
      "MGI:3819492 Snora20 []\n",
      "MGI:3782792 Gm4609 []\n",
      "MGI:5530911 Gm27529 []\n",
      "MGI:1916196 1500002C15Rik []\n",
      "MGI:894332 Ebf2 [('HP:0003330', None), ('MP:0002741', 'small olfactory bulb'), ('MP:0008789', 'abnormal olfactory epithelium morphology'), ('MP:0001940', 'testis hypoplasia'), ('HP:0000035', None), ('HP:0007033', None), ('MP:0000852', 'small cerebellum'), ('MP:0008152', 'decreased diameter of femur'), ('HP:0012243', None), ('HP:0011314', None), ('HP:0100671', None), ('MP:0012014', 'abnormal olfactory neuron innervation pattern'), ('MP:0002566', 'abnormal sexual interaction'), ('MP:0005236', 'abnormal olfactory nerve morphology'), ('MP:0002161', 'abnormal fertility/fecundity'), ('MP:0002651', 'abnormal sciatic nerve morphology'), ('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('HP:0001508', None), ('HP:0000762', None), ('MP:0003631', 'nervous system phenotype'), ('MP:0002631', 'abnormal epididymis morphology'), ('HP:0012286', None)]\n",
      "MGI:3648626 Gm5417 []\n",
      "MGI:1920933 Atg16l2 []\n",
      "MGI:3646307 Gbp11 []\n",
      "MGI:3801721 Gm16157 []\n",
      "MGI:3643179 Gm5537 []\n",
      "MGI:98283 Srsf1 [('MP:0002083', 'premature death'), ('MP:0000280', 'thin ventricular wall'), ('MP:0008106', 'decreased amacrine cell number'), ('HP:0001093', None), ('MP:0010235', 'abnormal retina inner limiting membrane morphology'), ('GO:0001701PHENOTYPE', None), ('MP:0005241', 'abnormal retinal ganglion layer morphology'), ('HP:0000546', None)]\n",
      "MGI:3648597 Gm9095 []\n",
      "MGI:3645191 Gm8355 []\n",
      "MGI:3646640 Rplp1-ps1 []\n",
      "MGI:1919202 Riox1 [('MP:0004985', 'decreased osteoclast cell number'), ('MP:0004988', 'increased osteoblast cell number'), ('MP:0009673', 'increased birth weight'), ('HP:0012790', None), ('MP:0008272', 'abnormal endochondral bone ossification'), ('MP:0003408', 'increased width of hypertrophic chondrocyte zone')]\n",
      "MGI:1345963 Coro1b [('MP:0005387', 'immune system phenotype')]\n",
      "MGI:5455250 Gm25473 []\n",
      "MGI:3648695 Hmgb1-ps7 []\n",
      "MGI:1098808 Pex5 [('MP:0002083', 'premature death'), ('MP:0000478', 'delayed intestine development'), ('MP:0001154', 'seminiferous tubule degeneration'), ('MP:0005370', 'liver/biliary system phenotype'), ('HP:0011014', None), ('HP:0001251', None), ('MP:0011085', 'postnatal lethality, complete penetrance'), ('HP:0002098', None), ('MP:0010956', 'abnormal mitochondrial ATP synthesis coupled electron transport'), ('MP:0009642', 'abnormal blood homeostasis'), ('HP:0012087', None), ('MP:0010952', 'abnormal fatty acid beta-oxidation'), ('HP:0002808', None), ('HP:0012647', None), ('MP:0010955', 'abnormal respiratory electron transport chain'), ('HP:0001392', None), ('MP:0001889', 'delayed brain development'), ('MP:0008019', 'increased liver tumor incidence'), ('HP:0002240', None), ('HP:0001324', None), ('MP:0003984', 'embryonic growth retardation'), ('MP:0008489', 'slow postnatal weight gain'), ('MP:0000754', 'paresis'), ('MP:0000528', 'delayed kidney development'), ('MP:0008026', 'abnormal brain white matter morphology'), ('MP:0004852', 'decreased testis weight')]\n",
      "MGI:1919332 Cyp2c55 []\n",
      "MGI:3646410 Ifi206 []\n",
      "MGI:3826519 Gm16305 []\n",
      "MGI:5452357 Gm22580 []\n",
      "MGI:3646863 Gm8129 []\n",
      "MGI:2664996 Tpt1-ps2 []\n",
      "MGI:4422076 n-R5s211 []\n",
      "MGI:5453074 Gm23297 []\n",
      "MGI:5454980 Gm25203 []\n",
      "MGI:2136910 Hemgn [('MP:0011968', 'decreased threshold for auditory brainstem response')]\n",
      "MGI:1922484 Rnf19b [('MP:0008567', 'decreased interferon-gamma secretion'), ('MP:0001272', 'increased metastatic potential'), ('GO:0042267PHENOTYPE', None), ('GO:0072643PHENOTYPE', None)]\n",
      "MGI:3644144 Gm8034 []\n",
      "MGI:1345193 Nlrp5 [('MP:0003718', 'maternal effect'), ('GO:0043623PHENOTYPE', None), ('HP:0008222', None), ('GO:0043487PHENOTYPE', None), ('GO:0034613PHENOTYPE', None)]\n",
      "MGI:2443051 Egfros []\n",
      "MGI:1921160 Arhgap18 [('MP:0001257', 'increased body length'), ('HP:0003072', None)]\n",
      "MGI:3647121 Gm5611 []\n",
      "MGI:3646686 Gm5909 []\n",
      "MGI:5547772 Gm28036 []\n",
      "MGI:3649750 Hspd1-ps4 []\n",
      "MGI:2156391 Pramel7 []\n",
      "MGI:3781826 Gm3650 []\n",
      "MGI:1351596 Sh2d2a [('MP:0008567', 'decreased interferon-gamma secretion'), ('MP:0008699', 'increased interleukin-4 secretion'), ('GO:0008283PHENOTYPE', None)]\n",
      "MGI:3783235 Gm15793 []\n",
      "MGI:1351326 Nrk [('MP:0011086', 'postnatal lethality, incomplete penetrance'), ('MP:0012098', 'increased spongiotrophoblast size'), ('MP:0011088', 'neonatal lethality, incomplete penetrance'), ('GO:0008285PHENOTYPE', None), ('HP:0006267', None)]\n",
      "MGI:4415001 Gm16581 []\n",
      "MGI:1859609 Sfmbt1 []\n",
      "MGI:3649822 Gm12344 []\n",
      "MGI:2442750 Slc22a30 []\n",
      "MGI:1349410 Triobp [('MP:0011967', 'increased or absent threshold for auditory brainstem response'), ('MP:0008762', 'embryonic lethality'), ('HP:0000365', None), ('MP:0004523', 'decreased cochlear hair cell stereocilia number')]\n",
      "MGI:1347476 Foxa2 [('MP:0001394', 'circling'), ('MP:0009177', 'decreased pancreatic alpha cell number'), ('MP:0002082', 'postnatal lethality'), ('GO:0090009PHENOTYPE', None), ('MP:0010861', 'increased respiratory mucosa goblet cell number'), ('HP:0011014', None), ('MP:0010935', 'increased airway resistance'), ('MP:0008029', 'abnormal paraxial mesoderm morphology'), ('HP:0030781', None), ('MP:0009331', 'absent primitive node'), ('MP:0011939', 'increased food intake'), ('MP:0000313', 'abnormal cell death'), ('MP:0003935', 'abnormal craniofacial development'), ('MP:0011085', 'postnatal lethality, complete penetrance'), ('MP:0012082', 'delayed heart development'), ('MP:0002085', 'abnormal embryonic tissue morphology'), ('MP:0000926', 'absent floor plate'), ('MP:0011098', 'embryonic lethality during organogenesis, complete penetrance'), ('MP:0010903', 'abnormal pulmonary alveolus wall morphology'), ('MP:0006027', 'impaired lung alveolus development'), ('HP:0002155', None), ('MP:0005440', 'increased glycogen level'), ('MP:0013504', 'increased embryonic tissue cell apoptosis'), ('MP:0001505', 'hunched posture'), ('MP:0011092', 'embryonic lethality, complete penetrance'), ('HP:0001250', None), ('MP:0002696', 'decreased circulating glucagon level'), ('GO:0008344PHENOTYPE', None), ('MP:0005387', 'immune system phenotype'), ('MP:0011732', 'decreased somite size'), ('MP:0011088', 'neonatal lethality, incomplete penetrance'), ('MP:0010896', 'decreased lung compliance'), ('MP:0002275', 'abnormal type II pneumocyte morphology'), ('HP:0100547', None), ('MP:0001698', 'decreased embryo size'), ('MP:0005560', 'decreased circulating glucose level'), ('HP:0001939', None), ('GO:0032525PHENOTYPE', None), ('MP:0010856', 'dilated respiratory conducting tubes'), ('MP:0011733', 'fused somites'), ('MP:0002169', 'no abnormal phenotype detected'), ('MP:0001385', 'pup cannibalization'), ('MP:0001685', 'abnormal endoderm development'), ('MP:0003960', 'increased lean body mass'), ('GO:0071542PHENOTYPE', None), ('MP:0005217', 'abnormal pancreatic beta cell morphology'), ('MP:0003400', 'kinked neural tube'), ('MP:0003861', 'abnormal nervous system development'), ('MP:0002314', 'abnormal respiratory mechanics'), ('MP:0001691', 'abnormal somite shape'), ('MP:0009937', 'abnormal neuron differentiation'), ('MP:0001265', 'decreased body size'), ('MP:0001688', 'abnormal somite development'), ('MP:0011183', 'abnormal primitive endoderm morphology'), ('HP:0011063', None)]\n",
      "MGI:4421949 n-R5s101 []\n",
      "MGI:1861380 Sphk2 [('HP:0002846', None), ('MP:0005463', 'abnormal CD4-positive, alpha-beta T cell physiology')]\n",
      "MGI:1919258 Zfyve19 []\n",
      "MGI:5521100 Gtpbp4-ps1 []\n"
     ]
    }
   ],
   "source": [
    "## Show phenotype anns for all genes in liver\n",
    "\n",
    "for g in liver_genes:\n",
    "    anns = pheno_aset.annotations(g)\n",
    "    print(\"{} {} {}\".format(g,aset.label(g), [(a,mp.label(a)) for a in anns]))\n",
    "    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## More advanced expression analyses\n",
    "\n",
    "For more advanced analyses, see http://bgee.unil.ch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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