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41 changes: 26 additions & 15 deletions corona.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,4 @@
from lib import cc, translate
from lib import genome, translate
# entire diff: https://www.ncbi.nlm.nih.gov/projects/msaviewer/?rid=7FYNU14F01R&coloring=
# protein alignments: http://virological.org/t/alignment-of-58-sarbecovirus-genomes-for-conservation-analysis-of-sars-cov-2/430

Expand Down Expand Up @@ -44,15 +44,17 @@
# https://en.wikipedia.org/wiki/MRNA_(nucleoside-2%27-O-)-methyltransferase

# in front "the untranslated leader sequence that ends with the Transcription Regulation Sequence"
corona['untranslated_region'] = cc[0:265]
corona['untranslated_region'] = genome.get_nucleotideSequence()[0:265]

corona['orf1a'] = translate(cc[266-1:13483], True)
corona['orf1a'] = translate(genome.get_nucleotideSequence()[266-1:13483], True)

# cc[266-1+4398*3:13468] = 'TTT_TTA_AAC' aka 'X_XXY_YYZ'
# https://en.wikipedia.org/wiki/Ribosomal_frameshift
# Programmed −1 Ribosomal Frameshifting
# TODO: add this to the translate function with automatic detection
corona['orf1b'] = translate(cc[13468-1:21555], False).strip("*") # chop off the stop, note this doesn't have a start
# chop off the stop, note this doesn't have a start
corona['orf1b'] = translate(genome.get_nucleotideSequence()[
13468-1:21555], False).strip("*")

# exploit vector, this attaches to ACE2. also called "surface glycoprotein"
# https://www.ncbi.nlm.nih.gov/Structure/pdb/6VYB -- open state
Expand All @@ -62,28 +64,37 @@
# S2 = 686-1273
# S2' = 816-1273
# https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2750777/
corona['spike_glycoprotein'] = translate(cc[21563-1:25384], True)
corona['spike_glycoprotein'] = translate(
genome.get_nucleotideSequence()[21563-1:25384], True)

# Forms homotetrameric potassium sensitive ion channels (viroporin) and may modulate virus release.
corona['orf3a'] = translate(cc[25393-1:26220], True)
corona['orf3a'] = translate(
genome.get_nucleotideSequence()[25393-1:26220], True)

# these two things stick out, used in assembly aka they package the virus
corona['envelope_protein'] = translate(cc[26245-1:26472], True) # also known as small membrane
corona['membrane_glycoprotein'] = translate(cc[26523-1:27191], True)
corona['envelope_protein'] = translate(
genome.get_nucleotideSequence()[26245-1:26472], True) # also known as small membrane
corona['membrane_glycoprotein'] = translate(
genome.get_nucleotideSequence()[26523-1:27191], True)

corona['orf6'] = translate(cc[27202-1:27387], True)
corona['orf6'] = translate(
genome.get_nucleotideSequence()[27202-1:27387], True)

corona['orf7a'] = translate(cc[27394-1:27759], True)
corona['orf7b'] = translate(cc[27756-1:27887], True) # is this one real?
corona['orf7a'] = translate(
genome.get_nucleotideSequence()[27394-1:27759], True)
corona['orf7b'] = translate(genome.get_nucleotideSequence()[
27756-1:27887], True) # is this one real?

corona['orf8'] = translate(cc[27894-1:28259], True)
corona['orf8'] = translate(
genome.get_nucleotideSequence()[27894-1:28259], True)

# https://en.wikipedia.org/wiki/Capsid
# Packages the positive strand viral genome RNA into a helical ribonucleocapsid
# Includes the "internal" protein (from Coronavirus Pathogenesis)
# https://www.sciencedirect.com/topics/veterinary-science-and-veterinary-medicine/human-coronavirus-oc43
corona['nucleocapsid_phosphoprotein'] = translate(cc[28274-1:29533], True)
corona['nucleocapsid_phosphoprotein'] = translate(
genome.get_nucleotideSequence()[28274-1:29533], True)

# might be called the internal protein (Coronavirus Pathogenesis)
corona['orf10'] = translate(cc[29558-1:29674], True)

corona['orf10'] = translate(
genome.get_nucleotideSequence()[29558-1:29674], True)
42 changes: 22 additions & 20 deletions fold.py
Original file line number Diff line number Diff line change
Expand Up @@ -10,32 +10,33 @@
parser = argparse.ArgumentParser(description='Fold some proteins.')
parser.add_argument('--scratch', action='store_true')
parser.add_argument('--temp', type=int, default=300)
parser.add_argument('--steps', type=int, default=100000, help="2500000000 should fold the protein")
parser.add_argument('--steps', type=int, default=100000,
help="2500000000 should fold the protein")
parser.add_argument('--writes', type=int, default=1000, help="default is 1000")
parser.add_argument('--out', type=str, default="/tmp/output.pdb")
parser.add_argument('--pdb', type=str, default="proteins/villin/1vii.pdb")
parser.add_argument('--fasta', type=str, default=None)
args = parser.parse_args(sys.argv[1:])

try:
platform = Platform.getPlatformByName("CUDA")
platform = Platform.getPlatformByName("CUDA")
except Exception:
platform = Platform.getPlatformByName("OpenCL")
platform = Platform.getPlatformByName("OpenCL")

if args.scratch:
# unfolded protein
if args.fasta is not None:
fasta = args.fasta
else:
protein_fasta = "proteins/villin/1vii.fasta"
fasta = open(protein_fasta).read().split("\n")[1]
print("folding %s" % fasta)
from lib import write_unfolded
write_unfolded(fasta, "/tmp/unfolded.pdb")
pdb = PDBFile("/tmp/unfolded.pdb")
# unfolded protein
if args.fasta is not None:
fasta = args.fasta
else:
protein_fasta = "proteins/villin/1vii.fasta"
fasta = open(protein_fasta).read().split("\n")[1]
print("folding %s" % fasta)
from lib import write_unfolded
write_unfolded(fasta, "/tmp/unfolded.pdb")
pdb = PDBFile("/tmp/unfolded.pdb")
else:
# already folded protein
pdb = PDBFile(args.pdb)
# already folded protein
pdb = PDBFile(args.pdb)

#forcefield = ForceField('amber99sb.xml', 'tip3p.xml')
forcefield = ForceField('amber03.xml', 'amber03_obc.xml')
Expand All @@ -45,9 +46,10 @@
print(modeller.topology)

system = forcefield.createSystem(modeller.topology,
implicitSolvent=OBC2, # matches https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2980750/#bib39
nonbondedMethod=NoCutoff, nonbondedCutoff=1*nanometer,
constraints=HBonds)
# matches https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2980750/#bib39
implicitSolvent=OBC2,
nonbondedMethod=NoCutoff, nonbondedCutoff=1*nanometer,
constraints=HBonds)
integrator = LangevinIntegrator(args.temp*kelvin, 1/picosecond, 2*femtoseconds)
simulation = Simulation(modeller.topology, system, integrator, platform)
simulation.context.setPositions(modeller.positions)
Expand All @@ -57,6 +59,6 @@
steps_write = max(1, steps//args.writes)
print("writing every %d steps" % steps_write)
simulation.reporters.append(PDBReporter(args.out, steps_write))
simulation.reporters.append(StateDataReporter(stdout, steps_write, step=True, potentialEnergy=True, temperature=True))
simulation.reporters.append(StateDataReporter(
stdout, steps_write, step=True, potentialEnergy=True, temperature=True))
simulation.step(steps)

20 changes: 20 additions & 0 deletions generic-genome.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,20 @@
class Genome:
def __init__(self, chromosomes, genes, dnscode):
self.chromosomes = chromosomes

def get_nucleotideSequence(self):
return self.chromosomes


class GenomeBuilder():
def add_chromosomes(self, chromosomes):
self.chromosomes = chromosomes

def add_genes(self, genes):
self.genes = genes

def add_dnscode(self, dnscode):
self.dnscode = dnscode

def build(self):
return Genome(self.chromosomes, self.genes, self.dnscode)
21 changes: 21 additions & 0 deletions genome.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,21 @@
class Genome:
def __init__(self, nucleotideSequence):
self.nucleotideSequence = nucleotideSequence

def get_nucleotideSequence(self):
return self.nucleotideSequence


class GenomeBuilder():
def __init__(self, nucleotideSequence):
self.genome = Genome(nucleotideSequence)

def build(self):
if(self.validate()):
return self.genome
else:
return None

def validate(self):
my_set = set('ACGTU')
return set(self.genome.get_nucleotideSequence).issubset(my_set)
154 changes: 83 additions & 71 deletions lib.py
Original file line number Diff line number Diff line change
@@ -1,5 +1,9 @@
import pathlib
import json
import os
import random

from genome import Genome
from genome import GenomeBuilder
# Asn or Asp / B AAU, AAC; GAU, GAC
# Gln or Glu / Z CAA, CAG; GAA, GAG
# START AUG
Expand Down Expand Up @@ -27,87 +31,95 @@
""".strip()
dec = {}
for t in tt.split("\n"):
k = t[:len("Val / V")].strip()
v = t[len("Val / V "):]
if '/' in k:
k = k.split("/")[-1].strip()
k = k.replace("STOP", "*")
v = v.replace(",", "").replace(";", "").lower().replace("u", "t").split(" ")
for vv in v:
if vv in dec:
print("dup", vv)
dec[vv.strip()] = k
k = t[:len("Val / V")].strip()
v = t[len("Val / V "):]
if '/' in k:
k = k.split("/")[-1].strip()
k = k.replace("STOP", "*")
v = v.replace(",", "").replace(
";", "").lower().replace("u", "t").split(" ")
for vv in v:
if vv in dec:
print("dup", vv)
dec[vv.strip()] = k


def translate(x, protein=False):
x = x.lower()
aa = []
for i in range(0, len(x)-2, 3):
aa.append(dec[x[i:i+3]])
aa = ''.join(aa)
if protein:
if aa[0] != "M" or aa[-1] != "*":
print("BAD PROTEIN")
print(aa)
return None
aa = aa[:-1]
return aa
x = x.lower()
aa = []
for i in range(0, len(x)-2, 3):
aa.append(dec[x[i:i+3]])
aa = ''.join(aa)
if protein:
if aa[0] != "M" or aa[-1] != "*":
print("BAD PROTEIN")
print(aa)
return None
aa = aa[:-1]
return aa


ltl = 'Asp D Glu E Arg R Lys K His H Asn N Gln Q Ser S Thr T Tyr Y Ala A Gly G Val V Leu L Ile I Pro P Phe F Met M Trp W Cys C'
ltl = ltl.split(" ")
ltl = dict(zip(ltl[1::2], ltl[0::2]))


def get_atoms():
from data import get_amber99sb
amber99sb = get_amber99sb()
residues = amber99sb.getElementsByTagName("Residue")
atoms = {}
for r in residues:
name = r.attributes['name'].value
atoms[name] = [x.attributes['name'].value for x in r.getElementsByTagName("Atom")]
return atoms
from data import get_amber99sb
amber99sb = get_amber99sb()
residues = amber99sb.getElementsByTagName("Residue")
atoms = {}
for r in residues:
name = r.attributes['name'].value
atoms[name] = [
x.attributes['name'].value for x in r.getElementsByTagName("Atom")]
return atoms


def write_unfolded(fasta, fn):
atoms = get_atoms()
atom_num = 1
res_num = 1
ss = []
random.seed(1337)
for i, aa in enumerate(fasta):
tl = ltl[aa].upper()
for a in atoms[tl] + ([] if i != len(fasta)-1 else ["OXT"]):
if len(a) < 4:
pa = " " + a
else:
pa = a
gr = lambda: 1.0*(random.random()-0.5)
x,y,z = gr(), gr(), gr()
x += res_num*5
s = "ATOM %6d %-4s %3s A %3d %8.3f%8.3f%8.3f 1.00 1.00 %s" % \
(atom_num, pa, tl, res_num, x, y, z, a[0:1])
ss.append(s)
atom_num += 1
res_num += 1
atoms = get_atoms()
atom_num = 1
res_num = 1
ss = []
random.seed(1337)
for i, aa in enumerate(fasta):
tl = ltl[aa].upper()
for a in atoms[tl] + ([] if i != len(fasta)-1 else ["OXT"]):
if len(a) < 4:
pa = " " + a
else:
pa = a

def gr(): return 1.0*(random.random()-0.5)
x, y, z = gr(), gr(), gr()
x += res_num*5
s = "ATOM %6d %-4s %3s A %3d %8.3f%8.3f%8.3f 1.00 1.00 %s" % \
(atom_num, pa, tl, res_num, x, y, z, a[0:1])
ss.append(s)
atom_num += 1
res_num += 1

with open(fn, "w") as f:
f.write('\n'.join(ss))


with open(fn, "w") as f:
f.write('\n'.join(ss))

def invert(dd):
dd = dd.upper()
def _invert(x):
if x == 'A':
return 'T'
elif x == 'T':
return 'A'
elif x == 'C':
return 'G'
elif x == 'G':
return 'C'
return (''.join([_invert(x) for x in dd]))[::-1]
dd = dd.upper()

import pathlib
import os
import json
with open(os.path.join(pathlib.Path(__file__).parent.absolute(), "data", "allseq.json")) as f:
allseq = json.load(f)
cc = allseq['MN908947']
def _invert(x):
if x == 'A':
return 'T'
elif x == 'T':
return 'A'
elif x == 'C':
return 'G'
elif x == 'G':
return 'C'
return (''.join([_invert(x) for x in dd]))[::-1]


with open(os.path.join(pathlib.Path(__file__).parent.absolute(), "data", "allseq.json")) as f:
allseq = json.load(f)
nucleotideSequence = allseq['MN908947']
builder = GenomeBuilder(nucleotideSequence)
genome = builder.build()
5 changes: 2 additions & 3 deletions opt.py
Original file line number Diff line number Diff line change
@@ -1,9 +1,9 @@
#!/usr/bin/env python3
from lib import cc as virus
from lib import genome as virus
from vaccine.load import dat as vaccine
from corona import corona

virus = virus.replace("T", "U")
virus = virus.get_nucleotideSequence().replace("T", "U")
vaccine = vaccine.replace("Ψ", "U")

"""
Expand All @@ -21,4 +21,3 @@

print(vvirus)
print(vaccine)