/
test_parse.py
1692 lines (1631 loc) · 64.2 KB
/
test_parse.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
#!/usr/bin/env python
# -----------------------------------------------------------------------------
# Copyright (c) 2011-2017, The BIOM Format Development Team.
#
# Distributed under the terms of the Modified BSD License.
#
# The full license is in the file COPYING.txt, distributed with this software.
# -----------------------------------------------------------------------------
import os
from io import StringIO
import json
from unittest import TestCase, main
import numpy as np
import numpy.testing as npt
from biom.parse import generatedby, MetadataMap, parse_biom_table, parse_uc
from biom.table import Table
from biom.util import HAVE_H5PY, __version__
if HAVE_H5PY:
import h5py
__author__ = "Justin Kuczynski"
__copyright__ = "Copyright 2011-2017, The BIOM Format Development Team"
__credits__ = ["Justin Kuczynski", "Daniel McDonald", "Adam Robbins-Pianka",
"Jose Antonio Navas Molina"]
__license__ = "BSD"
__url__ = "http://biom-format.org"
__maintainer__ = "Justin Kuczynski"
__email__ = "justinak@gmail.com"
class ParseTests(TestCase):
"""Tests of parse functions"""
def setUp(self):
"""define some top-level data"""
self.legacy_otu_table1 = legacy_otu_table1
self.otu_table1 = otu_table1
self.otu_table1_floats = otu_table1_floats
self.files_to_remove = []
self.biom_minimal_sparse = biom_minimal_sparse
self.classic_otu_table1_w_tax = classic_otu_table1_w_tax.split('\n')
self.classic_otu_table1_no_tax = classic_otu_table1_no_tax.split('\n')
self.classic_table_with_complex_metadata = \
classic_table_with_complex_metadata.split('\n')
def test_generatedby(self):
"""get a generatedby string"""
exp = "BIOM-Format %s" % __version__
obs = generatedby()
self.assertEqual(obs, exp)
def test_metadata_map(self):
"""MetadataMap functions as expected
This method is ported from QIIME (http://www.qiime.org). QIIME is a GPL
project, but we obtained permission from the authors of this method to
port it to the BIOM Format project (and keep it under BIOM's BSD
license).
"""
s1 = ['#sample\ta\tb', '#comment line to skip',
'x \t y \t z ', ' ', '#more skip', 'i\tj\tk']
exp = ([['x', 'y', 'z'], ['i', 'j', 'k']],
['sample', 'a', 'b'],
['comment line to skip', 'more skip'])
exp = {'x': {'a': 'y', 'b': 'z'}, 'i': {'a': 'j', 'b': 'k'}}
obs = MetadataMap.from_file(s1)
self.assertEqual(obs, exp)
# check that we strip double quotes by default
s2 = ['#sample\ta\tb', '#comment line to skip',
'"x "\t" y "\t z ', ' ', '"#more skip"', 'i\t"j"\tk']
obs = MetadataMap.from_file(s2)
self.assertEqual(obs, exp)
def test_metadata_map_w_map_fs(self):
"""MetadataMap functions as expected w process_fns
This method is ported from QIIME (http://www.qiime.org). QIIME is a GPL
project, but we obtained permission from the authors of this method to
port it to the BIOM Format project (and keep it under BIOM's BSD
license).
"""
s1 = ['#sample\ta\tb', '#comment line to skip',
'x \t y \t z ', ' ', '#more skip', 'i\tj\tk']
exp = ([['x', 'y', 'z'], ['i', 'j', 'k']],
['sample', 'a', 'b'],
['comment line to skip', 'more skip'])
exp = {'x': {'a': 'y', 'b': 'zzz'}, 'i': {'a': 'j', 'b': 'kkk'}}
process_fns = {'b': lambda x: x * 3}
obs = MetadataMap.from_file(s1, process_fns=process_fns)
self.assertEqual(obs, exp)
def test_metadata_map_w_header(self):
"""MetadataMap functions as expected w user-provided header
This method is ported from QIIME (http://www.qiime.org). QIIME is a GPL
project, but we obtained permission from the authors of this method to
port it to the BIOM Format project (and keep it under BIOM's BSD
license).
"""
# number of user-provided headers matches number of columns, and no
# header line in file
s1 = ['#comment line to skip',
'x \t y \t z ', ' ', '#more skip', 'i\tj\tk']
exp = ([['x', 'y', 'z'], ['i', 'j', 'k']],
['sample', 'a', 'b'],
['comment line to skip', 'more skip'])
exp = {'x': {'a': 'y', 'b': 'z'}, 'i': {'a': 'j', 'b': 'k'}}
header = ['sample', 'a', 'b']
obs = MetadataMap.from_file(s1, header=header)
self.assertEqual(obs, exp)
# number of user-provided headers is fewer than number of columns, and
# no header line in file
s1 = ['#comment line to skip',
'x \t y \t z ', ' ', '#more skip', 'i\tj\tk']
exp = ([['x', 'y', 'z'], ['i', 'j', 'k']],
['sample', 'a'],
['comment line to skip', 'more skip'])
exp = {'x': {'a': 'y'}, 'i': {'a': 'j'}}
header = ['sample', 'a']
obs = MetadataMap.from_file(s1, header=header)
self.assertEqual(obs, exp)
# number of user-provided headers is fewer than number of columns, and
# header line in file (overridden by user-provided)
s1 = ['#sample\ta\tb', '#comment line to skip',
'x \t y \t z ', ' ', '#more skip', 'i\tj\tk']
exp = ([['x', 'y', 'z'], ['i', 'j', 'k']],
['sample', 'a'],
['comment line to skip', 'more skip'])
exp = {'x': {'a': 'y'}, 'i': {'a': 'j'}}
header = ['sample', 'a']
obs = MetadataMap.from_file(s1, header=header)
self.assertEqual(obs, exp)
def test_parse_biom_json(self):
"""test the biom otu table parser"""
# light test. this code is used thoroughly within the other
# parse_biom_table methods
tab1_fh = json.load(StringIO(self.biom_minimal_sparse))
tab = Table.from_json(tab1_fh)
npt.assert_equal(tab.ids(), ('Sample1', 'Sample2', 'Sample3',
'Sample4', 'Sample5', 'Sample6'))
npt.assert_equal(tab.ids(axis='observation'),
('GG_OTU_1', 'GG_OTU_2', 'GG_OTU_3',
'GG_OTU_4', 'GG_OTU_5'))
self.assertEqual(tab.metadata(), None)
self.assertEqual(tab.metadata(axis='observation'), None)
tab = parse_biom_table(StringIO(self.biom_minimal_sparse))
npt.assert_equal(tab.ids(), ('Sample1', 'Sample2', 'Sample3',
'Sample4', 'Sample5', 'Sample6'))
npt.assert_equal(tab.ids(axis='observation'),
('GG_OTU_1', 'GG_OTU_2', 'GG_OTU_3',
'GG_OTU_4', 'GG_OTU_5'))
self.assertEqual(tab.metadata(), None)
self.assertEqual(tab.metadata(axis='observation'), None)
tablestring = u'''{
"id":null,
"format": "Biological Observation Matrix 0.9.1-dev",
"format_url": "http://biom-format.org",
"type": "OTU table",
"generated_by": "QIIME revision XYZ",
"date": "2011-12-19T19:00:00",
"rows":[
{"id":"GG_OTU_1", "metadata":null},
{"id":"GG_OTU_2", "metadata":null},
{"id":"GG_OTU_3", "metadata":null},
{"id":"GG_OTU_4", "metadata":null},
{"id":"GG_OTU_5", "metadata":null}
],
"columns": [
{"id":"Sample1", "metadata":null},
{"id":"Sample2", "metadata":null},
{"id":"Sample3", "metadata":null},
{"id":"Sample4", "metadata":null},
{"id":"Sample5", "metadata":null},
{"id":"Sample6", "metadata":null}
],
"matrix_type": "dense",
"matrix_element_type": "int",
"shape": [5,6],
"data": [[0,0,1,0,0,0],
[5,1,0,2,3,1],
[0,0,1,4,2,0],
[2,1,1,0,0,1],
[0,1,1,0,0,0]]
}'''
tbs_fh = json.load(StringIO(tablestring))
tab1 = Table.from_json(tbs_fh)
tab2 = parse_biom_table(tablestring)
self.assertEqual(tab1, tab2)
def test_parse_biom_table_subset(self):
"""test the biom table parser subsetting"""
tab = parse_biom_table(StringIO(self.biom_minimal_sparse),
ids=['Sample1', 'Sample3', 'Sample5',
'Sample6'])
npt.assert_equal(tab.ids(), ('Sample1', 'Sample3', 'Sample5',
'Sample6'))
npt.assert_equal(tab.ids(axis='observation'),
('GG_OTU_1', 'GG_OTU_2', 'GG_OTU_3', 'GG_OTU_4',
'GG_OTU_5'))
self.assertEqual(tab.metadata(), None)
self.assertEqual(tab.metadata(axis='observation'), None)
tab = parse_biom_table(StringIO(self.biom_minimal_sparse),
ids=['GG_OTU_2', 'GG_OTU_3', 'GG_OTU_5'],
axis='observation')
npt.assert_equal(tab.ids(), ('Sample1', 'Sample2', 'Sample3',
'Sample4', 'Sample5', 'Sample6',))
npt.assert_equal(tab.ids(axis='observation'),
('GG_OTU_2', 'GG_OTU_3', 'GG_OTU_5'))
self.assertEqual(tab.metadata(), None)
self.assertEqual(tab.metadata(axis='observation'), None)
@npt.dec.skipif(HAVE_H5PY is False, msg='H5PY is not installed')
def test_parse_biom_table_hdf5(self):
"""Make sure we can parse a HDF5 table through the same loader"""
cwd = os.getcwd()
if '/' in __file__[1:]:
os.chdir(__file__.rsplit('/', 1)[0])
Table.from_hdf5(h5py.File('test_data/test.biom'))
os.chdir(cwd)
def test_parse_biom_table(self):
"""tests for parse_biom_table when we do not have h5py"""
# This is a TSV as a list of lines
t = parse_biom_table(self.classic_otu_table1_no_tax)
# Test TSV as a list of lines
t_tsv_str = t.to_tsv()
t_tsv_lines = t_tsv_str.splitlines()
t_tsv = parse_biom_table(t_tsv_lines)
self.assertEqual(t, t_tsv)
# Test TSV as a file-like object
t_tsv_stringio = StringIO(t_tsv_str)
t_tsv = parse_biom_table(t_tsv_stringio)
self.assertEqual(t, t_tsv)
# Test JSON as a list of lines
t_json_str = t.to_json('asd')
t_json_lines = t_json_str.splitlines()
t_json = parse_biom_table(t_json_lines)
self.assertEqual(t, t_json)
# Test JSON as a file-like object
t_json_str = t.to_json('asd')
t_json_stringio = StringIO(t_json_str)
t_json = parse_biom_table(t_json_stringio)
self.assertEqual(t, t_json)
@npt.dec.skipif(HAVE_H5PY is False, msg='H5PY is not installed')
def test_parse_biom_table_with_hdf5(self):
"""tests for parse_biom_table when we have h5py"""
# We will round-trip the HDF5 file to several different formats, and
# make sure we can recover the same table using parse_biom_table
cwd = os.getcwd()
if '/' in __file__[1:]:
os.chdir(__file__.rsplit('/', 1)[0])
t = parse_biom_table(h5py.File('test_data/test.biom'))
# These things are not round-trippable using the general-purpose
# parse_biom_table function
t._sample_metadata = None
t._observation_metadata = None
t.type = None
# Test TSV as a list of lines
t_tsv_str = t.to_tsv()
t_tsv_lines = t_tsv_str.splitlines()
t_tsv = parse_biom_table(t_tsv_lines)
self.assertEqual(t, t_tsv)
# Test TSV as a file-like object
t_tsv_stringio = StringIO(t_tsv_str)
t_tsv = parse_biom_table(t_tsv_stringio)
self.assertEqual(t, t_tsv)
# Test JSON as a list of lines
t_json_str = t.to_json('asd')
t_json_lines = t_json_str.splitlines()
t_json = parse_biom_table(t_json_lines)
self.assertEqual(t, t_json)
# Test JSON as a file-like object
t_json_str = t.to_json('asd')
t_json_stringio = StringIO(t_json_str)
t_json = parse_biom_table(t_json_stringio)
self.assertEqual(t, t_json)
legacy_otu_table1 = """# some comment goes here
#OTU ID Fing Key NA Consensus Lineage
0 19111 44536 42 Bacteria; Actinobacteria; Actinobacteridae; Propioniba\
cterineae; Propionibacterium
1 1216 3500 6 Bacteria; Firmicutes; Alicyclobacillaceae; Bacilli; La\
ctobacillales; Lactobacillales; Streptococcaceae; Streptococcus
7 1803 1184 2 Bacteria; Actinobacteria; Actinobacteridae; Gordoniace\
ae; Corynebacteriaceae
3 1722 4903 17 Bacteria; Firmicutes; Alicyclobacillaceae; Bacilli; St\
aphylococcaceae
4 589 2074 34 Bacteria; Cyanobacteria; Chloroplasts; vectors
"""
otu_table1 = """# Some comment
OTU ID Fing Key NA Consensus Lineage
0 19111 44536 42 Bacteria; Actinobacteria; Actinobacteridae; Propioniba\
cterineae; Propionibacterium
# some other comment
1 1216 3500 6 Bacteria; Firmicutes; Alicyclobacillaceae; Bacilli; La\
ctobacillales; Lactobacillales; Streptococcaceae; Streptococcus
7 1803 1184 2 Bacteria; Actinobacteria; Actinobacteridae; Gordoniace\
ae; Corynebacteriaceae
# comments
# everywhere!
3 1722 4903 17 Bacteria; Firmicutes; Alicyclobacillaceae; Bacilli; St\
aphylococcaceae
4 589 2074 34 Bacteria; Cyanobacteria; Chloroplasts; vectors
"""
otu_table1_floats = """# Some comment
OTU ID Fing Key NA Consensus Lineage
0 19111.0 44536.0 42.0 Bacteria; Actinobacteria; Actinobacteridae; Propio\
nibacterineae; Propionibacterium
# some other comment
1 1216.0 3500.0 6.0 Bacteria; Firmicutes; Alicyclobacillaceae; Bacilli; La\
ctobacillales; Lactobacillales; Streptococcaceae; Streptococcus
7 1803.0 1184.0 2.0 Bacteria; Actinobacteria; Actinobacteridae; Gordoniace\
ae; Corynebacteriaceae
# comments
# everywhere!
3 1722.1 4903.2 17 Bacteria; Firmicutes; Alicyclobacillaceae; Bacilli; St\
aphylococcaceae
4 589.6 2074.4 34.5 Bacteria; Cyanobacteria; Chloroplasts; vectors
"""
classic_table_with_complex_metadata = """# some comment
#OTU ID sample1 sample2 KEGG_Pathways
K05842 1.0 3.5 rank1A; rank2A|rank1B; rank2B
K05841 2.0 4.5 Environmental Information Processing;
K00508 0.0 0.0 Metabolism; Lipid Metabolism; Linoleic acid metabolism
K00500 0.5 0.5 Metabolism; Amino Acid Metabolism; Phenylalanine metabolism|Me\
tabolism; Amino Acid Metabolism; Phenylalanine, tyrosine and tryptophan biosyn\
thesis
K00507 0.0 0.0 Metabolism; Lipid Metabolism; Biosynthesis of unsaturated fatt\
y acids|Organismal Systems; Endocrine System; PPAR signaling pathway
"""
biom_minimal_sparse = u"""
{
"id":null,
"format": "Biological Observation Matrix v0.9",
"format_url": "http://some_website/QIIME_MGRAST_dataformat_v0.9.html",
"type": "OTU table",
"generated_by": "QIIME revision XYZ",
"date": "2011-12-19T19:00:00",
"rows":[
{"id":"GG_OTU_1", "metadata":null},
{"id":"GG_OTU_2", "metadata":null},
{"id":"GG_OTU_3", "metadata":null},
{"id":"GG_OTU_4", "metadata":null},
{"id":"GG_OTU_5", "metadata":null}
],
"columns": [
{"id":"Sample1", "metadata":null},
{"id":"Sample2", "metadata":null},
{"id":"Sample3", "metadata":null},
{"id":"Sample4", "metadata":null},
{"id":"Sample5", "metadata":null},
{"id":"Sample6", "metadata":null}
],
"matrix_type": "sparse",
"matrix_element_type": "int",
"shape": [5, 6],
"data":[[0,2,1],
[1,0,5],
[1,1,1],
[1,3,2],
[1,4,3],
[1,5,1],
[2,2,1],
[2,3,4],
[2,4,2],
[3,0,2],
[3,1,1],
[3,2,1],
[3,5,1],
[4,1,1],
[4,2,1]
]
}
"""
classic_otu_table1_w_tax = """#Full OTU Counts
#OTU ID PC.354 PC.355 PC.356 PC.481 PC.593 PC.607 PC.634 PC.635 PC.636\
\tConsensus Lineage
0 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
1 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
2 0 0 0 0 0 0 0 0 1 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Porphyromonadaceae;Parabacteroides
3 2 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Lachnospiraceae Incertae Sedis
4 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
5 0 0 0 0 0 0 0 0 1 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
6 0 0 0 0 0 0 0 1 0 Root;Bacteria;Actinobacteria;Actinobac\
teria
7 0 0 2 0 0 0 0 0 2 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
8 1 1 0 2 4 0 0 0 0 Root;Bacteria;Firmicutes;Bacilli;Lacto\
bacillales;Lactobacillaceae;Lactobacillus
9 0 0 2 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
10 0 1 0 0 0 0 0 0 0 Root;Bacteria
11 0 0 0 0 0 0 1 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Bacteroidaceae;Bacteroides
12 0 0 0 0 0 0 1 0 0 Root;Bacteria;Bacteroidetes
13 1 0 0 1 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
14 0 0 1 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
15 0 0 0 0 1 0 0 0 0 Root;Bacteria
16 1 0 2 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
17 0 0 0 1 0 0 4 10 37 Root;Bacteria;Bacteroidetes
18 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
19 0 0 0 0 0 0 0 0 1 Root;Bacteria;Bacteroidetes
20 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
21 0 0 0 0 0 0 2 3 2 Root;Bacteria;Bacteroidetes
22 0 0 0 0 2 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
23 14 1 14 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Bacilli;Lacto\
bacillales;Lactobacillaceae;Lactobacillus
24 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
25 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Lachnospiraceae Incertae Sedis
26 0 0 0 0 0 0 0 1 1 Root;Bacteria;Bacteroidetes
27 0 0 0 0 0 0 0 0 1 Root;Bacteria;Bacteroidetes
28 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
29 6 0 4 0 2 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
30 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes
31 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
32 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
33 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
34 0 0 0 0 0 0 8 10 2 Root;Bacteria
35 1 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
36 1 0 1 0 0 0 0 1 1 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
37 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
38 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
39 0 0 0 0 0 0 0 1 0 Root;Bacteria;Bacteroidetes;Bacteroid\
etes;Bacteroidales;Rikenellaceae;Alistipes
40 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
41 0 0 1 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
42 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes
43 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
44 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
45 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Erysipelotric\
hi;Erysipelotrichales;Erysipelotrichaceae;Coprobacillus
46 0 0 0 0 0 0 0 0 1 Root;Bacteria;Bacteroidetes
47 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
48 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
49 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
50 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
51 0 1 0 0 0 0 0 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Bacteroidaceae;Bacteroides
52 0 2 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
53 0 0 0 0 0 0 2 0 1 Root;Bacteria;Proteobacteria;Deltaprot\
eobacteria
54 0 0 0 0 0 0 5 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Porphyromonadaceae;Parabacteroides
55 0 0 0 0 0 0 1 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Rikenellaceae;Alistipes
56 0 0 0 0 0 1 0 0 0 Root;Bacteria;Bacteroidetes
57 0 0 0 0 0 0 0 1 0 Root;Bacteria
58 1 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
59 0 0 0 0 0 0 0 0 1 Root;Bacteria;Deferribacteres;Deferrib\
acteres;Deferribacterales;Deferribacteraceae;Mucispirillum
60 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
61 0 0 1 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
62 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
63 1 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
64 0 0 0 0 0 0 0 0 1 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
65 0 0 0 6 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
66 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
67 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
68 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
69 0 0 1 0 0 0 0 0 0 Root;Bacteria
70 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
71 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
72 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
73 0 0 0 0 0 5 0 0 0 Root;Bacteria;Bacteroidetes
74 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
75 1 0 1 0 0 0 0 0 0 Root;Bacteria;Bacteroidetes
76 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
77 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
78 1 0 1 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
79 2 3 8 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
80 0 0 0 0 0 0 0 0 1 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Porphyromonadaceae;Parabacteroides
81 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Lachnospiraceae Incertae Sedis
82 0 0 0 0 0 2 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
83 0 0 0 1 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
84 1 0 0 0 0 0 0 2 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae;Ruminococcus
85 0 0 0 0 0 0 0 0 1 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Rikenellaceae;Alistipes
86 0 0 0 0 0 0 0 1 0 Root;Bacteria
87 0 0 1 0 0 2 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
88 0 0 0 0 0 0 0 1 0 Root;Bacteria
89 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
90 0 0 0 9 0 0 3 0 0 Root;Bacteria;Firmicutes;Erysipelotric\
hi;Erysipelotrichales;Erysipelotrichaceae;Turicibacter
91 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Butyrivibrio
92 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
93 0 0 0 0 0 0 2 1 0 Root;Bacteria;Bacteroidetes
94 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
95 0 0 0 2 0 0 0 0 0 Root;Bacteria;Bacteroidetes
96 0 0 0 1 0 1 0 1 1 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
97 0 0 0 0 0 1 0 0 0 Root;Bacteria
98 0 0 0 0 0 0 0 1 0 Root;Bacteria
99 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
100 0 0 0 1 0 0 0 0 0 Root;Bacteria
101 0 0 0 3 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
102 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
103 0 1 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
104 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
105 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
106 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
107 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
108 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Incertae Sedis XIII;Anaerovorax
109 0 0 0 1 0 0 1 5 2 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Rikenellaceae;Alistipes
110 0 0 0 0 0 2 0 0 0 Root;Bacteria;Actinobacteria;Actinobac\
teria;Coriobacteridae;Coriobacteriales;Coriobacterineae;Coriobacteriaceae;Olse\
nella
111 0 0 0 0 0 0 1 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Bacteroidaceae;Bacteroides
112 0 0 0 0 0 0 1 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Bacteroidaceae;Bacteroides
113 0 0 0 0 0 1 0 0 0 Root;Bacteria
114 0 0 0 0 0 1 0 0 0 Root;Bacteria
115 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes
116 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Lachnospiraceae Incertae Sedis
117 1 0 2 0 0 6 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
118 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
119 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
120 1 3 1 2 1 9 2 4 5 Root;Bacteria;Bacteroidetes
121 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
122 0 0 0 1 0 2 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
123 0 0 0 0 0 0 1 0 0 Root;Bacteria;Actinobacteria;Actinobac\
teria;Coriobacteridae;Coriobacteriales;Coriobacterineae;Coriobacteriaceae
124 0 0 0 0 0 0 1 0 0 Root;Bacteria;Actinobacteria;Actinobac\
teria;Coriobacteridae;Coriobacteriales;Coriobacterineae;Coriobacteriaceae
125 0 0 0 0 0 0 1 0 0 Root;Bacteria;Bacteroidetes
126 0 0 2 0 0 0 0 1 0 Root;Bacteria
127 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
128 0 0 0 0 0 0 1 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Bacteroidaceae;Bacteroides
129 0 0 0 1 0 0 0 0 0 Root;Bacteria
130 0 0 0 0 5 2 0 0 0 Root;Bacteria;Proteobacteria;Epsilonpr\
oteobacteria;Campylobacterales;Helicobacteraceae;Helicobacter
131 0 0 1 3 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Lachnospiraceae Incertae Sedis
132 0 0 0 0 1 0 0 0 0 Root;Bacteria
133 0 0 1 0 0 0 0 0 0 Root;Bacteria
134 0 0 0 0 0 0 0 0 1 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Bacteroidaceae;Bacteroides
135 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
136 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Lachnospiraceae Incertae Sedis
137 0 0 0 0 0 0 0 1 0 Root;Bacteria
138 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
139 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
140 0 0 0 0 0 0 1 3 0 Root;Bacteria
141 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
142 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
143 0 0 1 0 0 0 0 0 0 Root;Bacteria
144 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
145 0 0 2 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
146 1 0 0 0 2 0 2 0 3 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
147 0 1 0 1 1 0 0 0 3 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
148 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes
149 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
150 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
151 0 0 0 1 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
152 0 0 0 1 0 0 1 2 19 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Bacteroidaceae;Bacteroides
153 0 2 1 2 0 0 1 1 1 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Lachnospiraceae Incertae Sedis
154 2 18 0 1 0 0 21 4 4 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Bacteroidaceae;Bacteroides
155 0 0 0 0 0 5 9 5 3 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Rikenellaceae;Alistipes
156 0 0 1 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
157 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
158 1 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
159 0 0 0 0 0 0 0 1 1 Root;Bacteria;Bacteroidetes
160 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
161 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
162 0 0 0 0 0 3 5 2 6 Root;Bacteria;Deferribacteres;Deferrib\
acteres;Deferribacterales;Deferribacteraceae;Mucispirillum
163 0 0 0 0 0 0 0 0 1 Root;Bacteria
164 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
165 2 1 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
166 0 0 0 0 0 0 0 1 0 Root;Bacteria
167 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
168 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
169 0 2 0 7 0 0 0 2 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
170 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
171 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
172 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Lachnospiraceae Incertae Sedis
173 0 0 0 0 0 1 0 0 0 Root;Bacteria
174 1 0 0 0 10 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Peptostreptococcaceae;Peptostreptococcaceae Incertae Sedis
175 0 0 0 0 1 0 0 0 0 Root;Bacteria;Bacteroidetes
176 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
177 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia
178 0 0 0 2 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
179 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
180 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
181 1 4 2 6 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
182 0 0 0 0 0 1 0 0 0 Root;Bacteria
183 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia
184 0 0 0 1 0 0 3 1 0 Root;Bacteria;Bacteroidetes
185 0 0 0 0 0 0 0 0 1 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
186 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
187 0 1 0 0 0 0 0 0 1 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
188 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
189 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
190 0 0 0 0 0 0 0 1 0 Root;Bacteria
191 2 1 10 2 24 0 0 1 1 Root;Bacteria
192 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Bacilli;Lacto\
bacillales;Streptococcaceae;Streptococcus
193 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Butyrivibrio
194 0 0 2 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae;Acetanaerobacterium
195 0 0 0 0 0 1 0 0 0 Root;Bacteria
196 0 0 0 0 0 1 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
197 0 1 0 0 0 0 0 0 0 Root;Bacteria
198 0 2 0 0 0 1 0 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales
199 0 0 0 0 0 1 1 0 0 Root;Bacteria
200 0 0 0 2 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
201 0 0 0 1 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
202 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
203 0 2 2 4 0 5 1 5 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Rikenellaceae;Alistipes
204 1 4 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
205 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
206 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
207 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
208 0 2 0 2 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
209 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
210 0 0 0 0 0 0 0 0 1 Root;Bacteria
211 1 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
212 0 0 0 0 0 0 0 0 1 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
213 0 0 0 0 0 0 0 2 0 Root;Bacteria;Firmicutes
214 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
215 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
216 0 0 0 0 0 0 0 1 0 Root;Bacteria;Bacteroidetes
217 0 0 0 0 0 2 0 1 0 Root;Bacteria
218 0 0 0 0 9 1 0 0 0 Root;Bacteria;Bacteroidetes
219 0 0 0 0 1 0 0 0 0 Root;Bacteria
220 1 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
221 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes
222 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
223 0 0 0 0 0 0 0 2 2 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
224 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
225 0 2 1 0 0 0 0 0 0 Root;Bacteria;Bacteroidetes
226 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
227 0 1 2 0 9 1 1 1 3 Root;Bacteria;Bacteroidetes
228 16 0 0 0 12 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
229 0 0 0 0 0 1 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Incertae Sedis XIII
230 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
231 0 19 2 0 2 0 3 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
232 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
233 0 0 0 0 1 0 0 0 0 Root;Bacteria;Bacteroidetes
234 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Bacilli;Lacto\
bacillales;Lactobacillaceae;Lactobacillus
235 0 1 1 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
236 0 0 0 0 0 2 0 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales
237 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
238 0 0 0 0 0 0 0 1 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Rikenellaceae;Alistipes
239 0 0 0 0 0 1 0 0 0 Root;Bacteria
240 0 0 0 0 0 1 0 0 0 Root;Bacteria
241 0 0 0 0 0 0 2 0 0 Root;Bacteria;TM7;TM7_genera_incertae_\
sedis
242 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
243 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
244 0 0 0 0 0 0 0 0 1 Root;Bacteria;Bacteroidetes
245 0 0 0 1 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
246 0 0 0 0 0 0 0 1 0 Root;Bacteria
247 0 0 1 0 0 0 0 0 0 Root;Bacteria;Bacteroidetes
248 1 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Bacilli;Lacto\
bacillales;Lactobacillaceae;Lactobacillus
249 1 0 0 0 0 0 0 0 0 Root;Bacteria
250 1 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
251 0 0 0 1 4 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
252 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
253 0 0 0 0 2 0 0 5 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
254 11 13 6 13 2 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
255 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
256 0 0 0 0 0 0 1 0 0 Root;Bacteria
257 0 0 0 0 0 0 5 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Rikenellaceae;Alistipes
258 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
259 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
260 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
261 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
262 0 1 0 0 0 0 0 0 1 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Bryantella
263 0 0 0 0 1 0 0 0 0 Root;Bacteria
264 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
265 0 0 0 0 0 2 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
266 0 0 0 2 0 0 0 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Rikenellaceae;Alistipes
267 1 0 0 5 17 20 0 0 0 Root;Bacteria
268 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
269 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Lachnospiraceae Incertae Sedis
270 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
271 0 0 0 0 0 0 0 0 1 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
272 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
273 0 0 0 0 0 0 1 0 0 Root;Bacteria
274 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
275 0 0 0 0 0 0 1 0 0 Root;Bacteria;Verrucomicrobia;Verrucom\
icrobiae;Verrucomicrobiales;Verrucomicrobiaceae;Akkermansia
276 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
277 1 0 0 0 0 0 0 0 0 Root;Bacteria
278 0 0 0 0 0 1 0 0 0 Root;Bacteria
279 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
280 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
281 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae;Lachnospiraceae Incertae Sedis
282 0 0 0 0 0 0 2 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Porphyromonadaceae;Parabacteroides
283 0 0 0 0 0 0 2 1 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Bacteroidaceae;Bacteroides
284 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
285 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
286 0 2 3 1 4 0 5 0 4 Root;Bacteria;Bacteroidetes
287 0 0 0 0 0 0 1 1 1 Root;Bacteria;Bacteroidetes
288 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
289 0 0 0 0 3 0 0 0 0 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Bacteroidaceae;Bacteroides
290 0 0 0 0 0 0 0 0 2 Root;Bacteria;Firmicutes;Bacilli;Bacil\
lales;Staphylococcaceae;Staphylococcus
291 0 0 0 0 1 0 0 0 0 Root;Bacteria
292 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
293 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
294 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
295 29 1 10 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
296 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
297 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
298 0 0 0 0 0 0 1 0 0 Root;Bacteria;Actinobacteria;Actinobac\
teria
299 0 0 0 0 0 0 1 0 1 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
300 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia
301 0 0 0 0 0 0 2 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
302 0 0 0 0 0 1 0 0 0 Root;Bacteria
303 0 0 0 0 0 0 0 0 1 Root;Bacteria
304 0 0 0 0 0 0 0 1 0 Root;Bacteria;Bacteroidetes
305 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
306 0 0 0 0 0 0 0 0 1 Root;Bacteria
307 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
308 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae;Ruminococcaceae Incertae Sedis
309 0 0 0 1 0 0 0 0 0 Root;Bacteria;Actinobacteria;Actinobac\
teria;Coriobacteridae;Coriobacteriales;Coriobacterineae;Coriobacteriaceae;Deni\
trobacterium
310 0 0 1 0 0 0 0 0 0 Root;Bacteria
311 0 0 0 0 0 1 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
312 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
313 0 1 0 0 0 0 0 0 1 Root;Bacteria;Bacteroidetes;Bacteroide\
tes;Bacteroidales;Porphyromonadaceae;Parabacteroides
314 0 0 1 0 0 0 0 0 0 Root;Bacteria;Bacteroidetes
315 1 3 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
316 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
317 0 0 0 0 0 0 1 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
318 0 0 0 0 0 1 0 0 0 Root;Bacteria;Proteobacteria
319 0 2 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
320 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
321 0 0 0 0 0 0 0 0 1 Root;Bacteria
322 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
323 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
324 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
325 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
326 0 0 0 0 4 0 0 0 2 Root;Bacteria;Firmicutes;Erysipelotric\
hi;Erysipelotrichales;Erysipelotrichaceae;Erysipelotrichaceae Incertae Sedis
327 0 0 0 0 0 0 0 1 0 Root;Bacteria;Bacteroidetes
328 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
329 2 2 0 1 0 0 0 0 0 Root;Bacteria;Bacteroidetes
330 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes
331 0 0 0 0 1 0 0 0 0 Root;Bacteria;Firmicutes
332 0 1 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
333 0 0 0 0 0 6 0 3 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales
334 1 0 0 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Ruminococcaceae
335 0 0 0 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
336 0 0 1 0 0 0 0 0 0 Root;Bacteria
337 0 0 0 1 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
338 0 0 0 0 0 0 0 1 0 Root;Bacteria
339 0 0 1 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
340 0 0 2 0 0 0 0 0 0 Root;Bacteria;Firmicutes;Clostridia;Cl\
ostridiales;Lachnospiraceae
341 0 0 1 0 0 0 0 1 0 Root;Bacteria;Firmicutes;Clostridia;Cl\