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50 changes: 50 additions & 0 deletions amino-acid-ligand/findLigandExpoVariants.py
Original file line number Diff line number Diff line change
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import openmm.app as app
from rdkit import Chem
from concurrent.futures import ThreadPoolExecutor

from rdkit import RDLogger
RDLogger.DisableLog('rdApp.*')

elements = set(['B', 'Br', 'C', 'Cl', 'F', 'H', 'I', 'N', 'O', 'P', 'S', 'Si'])

def processLigand(smiles, resid):
try:
mol = Chem.MolFromSmiles(smiles)
mol = Chem.AddHs(mol)
from rdkit.Chem.MolStandardize import rdMolStandardize
enumerator = rdMolStandardize.TautomerEnumerator()
enumerator.SetMaxTautomers(2)
results = []
for variant in enumerator.Enumerate(mol):
results.append(Chem.MolToSmiles(variant))
return resid, results
except:
return None

futures = []
with ThreadPoolExecutor() as executor:
for line in open('Components-smiles-oe.smi'):
smiles, resid, name = line.split('\t')
resid = resid.upper()
if resid in app.PDBFile._standardResidues:
continue
mol = Chem.MolFromSmiles(smiles)
if mol is None:
continue
if any(a.GetSymbol() not in elements for a in mol.GetAtoms()):
continue
mol = Chem.AddHs(mol)
if any(a.GetNumRadicalElectrons() != 0 or a.GetIsotope() != 0 for a in mol.GetAtoms()):
continue
if mol.GetNumAtoms() < 3 or mol.GetNumAtoms() > 100:
continue
futures.append(executor.submit(processLigand, smiles, resid))

allSmiles = set()
with open('ligandExpoVariants.txt', 'w') as output:
for future in futures:
resid, variants = future.result()
for i, smiles in enumerate(variants):
if smiles not in allSmiles:
print(f'{resid} variant {i+1}\t{smiles}', file=output)
allSmiles.add(smiles)