def _create_product(self):
# copy of template that turns into product
template = Chem.RWMol(self.reacting_mol)
# reset atom map number on the INSTANCE VARIABLE template
for atom in self.reacting_mol.GetAtoms():
if atom.GetAtomMapNum() == self.ALDEHYDE_O_MAP_NUM:
atom.SetAtomMapNum(0)
break
# remove oxygen from unmasked aldehyde on LOCAL VARIABLE template
for atom in list(template.GetAtoms()):
if atom.GetAtomMapNum() == self.ALDEHYDE_O_MAP_NUM:
template.RemoveAtom(atom.GetIdx())
elif atom.GetAtomMapNum() == self.ALDEHYDE_C_MAP_NUM:
atom.SetNumExplicitHs(atom.GetTotalNumHs() + 2)
# create bond between the peptide nitrogen atom and the aldehyde carbon
map_nums = (self.NITROGEN_MAP_NUM, self.ALDEHYDE_C_MAP_NUM)
template = utils.connect_mols(template,
map_nums=map_nums,
clear_map_nums=False)
# create bond between reacting atom and the aldehyde carbon
map_nums = (self.ALDEHYDE_C_MAP_NUM, self.EAS_MAP_NUM)
self.products.append(
utils.connect_mols(template,
map_nums=map_nums,
stereo=self.STEREOCHEMISTRY,
clear_map_nums=False))
def _create_reactants(self):
self._process_nucleophile()
map_nums = (self.TEMPLATE_OLIGOMERIZATION_MAP_NUM,
self.BACKBONE_NITROGEN_MAP_NUM)
if isinstance(self.model, models.Sidechain):
monomer = self._create_monomer()
self.reactants = [
utils.connect_mols(monomer,
self.template,
map_nums=map_nums,
clear_map_nums=False)
]
else:
# remove wildcard atom attached to n-terminus added in call to tag_monomer_connection_atom()
wildcard_atom = utils.get_atom_with_map_num(
self.reacting_atom, self.N_TERM_WILDCARD_MAP_NUM)
self.reacting_mol = Chem.RWMol(self.reacting_mol)
self.reacting_mol.RemoveAtom(wildcard_atom.GetIdx())
# connect template to monomer
self.reactants = [
utils.connect_mols(self.reacting_mol,
self.template,
map_nums=map_nums,
clear_map_nums=False)
]
def _create_product(self):
reactant = Chem.RWMol(
self.reactants[0]
) # copy of reactant molecule that will be transformed into product
# reset atom map number on the INSTANCE VARIABLE reactant
for atom in self.reactants[0].GetAtoms():
if atom.GetAtomMapNum() == self.TEMPLATE_ALDEHYDE_O_MAP_NUM:
atom.SetAtomMapNum(0)
break
# remove oxygen from unmasked aldehyde on LOCAL VARIABLE reactant
for atom in list(reactant.GetAtoms()):
if atom.GetAtomMapNum() == self.TEMPLATE_ALDEHYDE_O_MAP_NUM:
reactant.RemoveAtom(atom.GetIdx())
break
# create bond between sidechain EAS carbon and unmasked aldehyde carbon
map_nums = (self.NUCLEOPHILE_EAS_MAP_NUM,
self.TEMPLATE_ALDEHYDE_C_MAP_NUM)
reactant = utils.connect_mols(reactant,
map_nums=map_nums,
clear_map_nums=False)
# create bond between peptide nitrogen and unmasked aldehyde carbon
map_nums = (self.BACKBONE_NITROGEN_MAP_NUM,
self.TEMPLATE_ALDEHYDE_C_MAP_NUM)
self.products = [
utils.connect_mols(reactant,
map_nums=map_nums,
clear_map_nums=False)
]
def _create_product(self):
# create local copy of reactant to transform into product
reactant = Chem.RWMol(self.reactant)
# reset atom map number on aldehyde oxygen on INSTANCE VARIABLE reactant
for atom in self.reactant.GetAtoms():
if atom.GetAtomMapNum() == self.ALDEHYDE_O_MAP_NUM:
atom.SetAtomMapNum(0)
# remove pictet spangler aldehyde oxygen and set the pictet spangler aldehyde carbon's single bond with its
# neighboring carbon to a double bond in LOCAL copy of reactant
for atom in list(reactant.GetAtoms()):
if atom.GetAtomMapNum() == self.ALDEHYDE_O_MAP_NUM:
reactant.RemoveAtom(atom.GetIdx())
elif atom.GetAtomMapNum() == self.ALDEHYDE_C_MAP_NUM:
carb_atom = atom
for bond in atom.GetBonds():
if bond.GetBondType() == Chem.BondType.SINGLE:
bond.SetBondType(Chem.BondType.DOUBLE)
# adjust hydrogens
carb_atom.SetNumExplicitHs(carb_atom.GetTotalNumHs() + 1)
# connect backbone nitrogen to aldehyde carbon
map_nums = (self.BACKBONE_NITROGEN_MAP_NUM, self.ALDEHYDE_C_MAP_NUM)
self.products.append(
utils.connect_mols(reactant,
map_nums=map_nums,
clear_map_nums=False))
def add_monomer(self, monomer, backbone):
self.peptide = utils.remove_atom(self.peptide, self.carboxyl_atom)
self.peptide = utils.connect_mols(self.peptide,
monomer,
map_nums=self.MAP_NUMS)
self.pep_size += 1
self.backbone_prev = backbone
def _create_reactants(self):
monomer = self._create_monomer()
# attach a methyl to n-terminus so reaction matches indole at any position in peptide chain
extra_atom = Chem.MolFromSmarts(
f'[CH4:{self.N_TERM_WILDCARD_MAP_NUM}]')
map_nums = (self.BACKBONE_NITROGEN_MAP_NUM,
self.N_TERM_WILDCARD_MAP_NUM)
self.monomer = utils.connect_mols(monomer,
extra_atom,
map_nums=map_nums,
clear_map_nums=False)
for atom in self.monomer.GetAtoms():
if atom.GetAtomMapNum(
) == self.N_TERM_WILDCARD_MAP_NUM: # change methyl to wildcard
utils.atom_to_wildcard(atom)
elif atom.GetAtomMapNum(
) == self.NUCLEOPHILE_EAS_MAP_NUM: # tag carbon adjacent to reacting atom
for neighbor in atom.GetNeighbors():
if neighbor.GetTotalNumHs(
) == 1 and neighbor.GetIsAromatic():
neighbor.SetAtomMapNum(self.ADJ_CARBON_MAP_NUM)
self.reactants = [self.monomer, self.template]
def test_connect_mols_fail_wrong_number_mols(mols, map_nums):
mols = list(map(Chem.MolFromSmiles, mols))
with pytest.raises(utils.MergeError) as error:
_ = utils.connect_mols(*mols, map_nums=map_nums)
assert str(error.value) == 'Can only merge 1 or 2 molecules at a time.'
def generate(self, peptide, templates):
"""
Method that takes a peptide molecule and combines it with each type of template molecule to form
template-peptide oligomers.
"""
template_peptides = []
for template in templates:
peptide_mol = peptide.mol
for atom_idx in chain.from_iterable(
peptide_mol.GetSubstructMatches(self.ELIGIBLE_NITROGENS)):
atom = peptide_mol.GetAtomWithIdx(atom_idx)
atom.SetAtomMapNum(self.PEPTIDE_NITROGEN_MAP_NUM)
template_peptide = utils.connect_mols(
template.oligomerization_mol,
peptide_mol,
map_nums=self.MAP_NUMS)
atom.SetAtomMapNum(0)
template_peptides.append(
models.TemplatePeptide.from_mol(template_peptide, template,
peptide))
return template_peptides
def _create_monomer(self):
"""
Method for creating a monomer from a sidechain with the c-terminus changed to a wildcard. This is useful for
reactions that need information about the positioning of monomer within the peptide chain in order to determine
whether the reaction is valid or not.
Returns:
RDKit Mol: The monomer.
"""
# get modified backbone
replacement = Chem.MolFromSmarts(f'[*:{self.C_TERM_WILDCARD_MAP_NUM}]')
backbone = AllChem.ReplaceSubstructs(models.TAGGED_ALPHA_BACKBONE,
models.CARBOXYL, replacement)[0]
Chem.SanitizeMol(backbone)
# tag n-terminus nitrogen for oligomerization
for atom_idx in chain.from_iterable(
backbone.GetSubstructMatches(models.N_TERM)):
atom = backbone.GetAtomWithIdx(atom_idx)
if atom.GetSymbol() == 'N':
atom.SetAtomMapNum(self.BACKBONE_NITROGEN_MAP_NUM)
break
# create monomer
map_nums = (
self.BACKBONE_OLIGOMERIZATION_MAP_NUM, # pylint: disable=maybe-no-member
self.SIDECHAIN_OLIGOMERIZATION_MAP_NUM) # pylint: disable=maybe-no-member
return utils.connect_mols(self.reacting_mol,
backbone,
map_nums=map_nums)
def test_connect_mols_fail_wrong_number_of_map_numbers(mols, map_nums):
mols = list(map(Chem.MolFromSmiles, mols))
with pytest.raises(utils.MergeError) as error:
_ = utils.connect_mols(*mols, map_nums=map_nums)
assert str(error.value
) == 'Can only specify 2 distinct map numbers at a time.'
def test_connect_mols_fail_wrong_map_numbers(mols, map_nums):
mols = list(map(Chem.MolFromSmiles, mols))
with pytest.raises(utils.MergeError) as error:
_ = utils.connect_mols(*mols, map_nums=map_nums)
assert str(
error.value
) == 'Could not find 2 atoms with the given map numbers. Check for duplicate map numbers \
def test_connect_mols(mols, map_nums, stereo, clear_map_nums, expected_smiles):
mols = list(map(Chem.MolFromSmiles, mols))
new_mol = utils.connect_mols(*mols,
map_nums=map_nums,
stereo=stereo,
clear_map_nums=clear_map_nums)
assert Chem.MolToSmiles(new_mol) == expected_smiles
def _create_product(self):
# copy of monomer that will be changed into product
monomer = deepcopy(self.monomer)
for atom in monomer.GetAtoms():
if atom.GetAtomMapNum() == self.NUCLEOPHILE_EAS_MAP_NUM:
eas_atom = atom
elif atom.GetAtomMapNum() == self.ADJ_CARBON_MAP_NUM:
adj_atom = atom
# bond between eas_atom (i.e. the reacting atom) and adj_atom becomes single bond
bond = monomer.GetBondBetweenAtoms(eas_atom.GetIdx(),
adj_atom.GetIdx())
bond.SetBondType(Chem.BondType.SINGLE)
eas_atom.SetNumExplicitHs(eas_atom.GetTotalNumHs() + 1)
adj_atom.SetNumExplicitHs(adj_atom.GetTotalNumHs() + 1)
for stereo1, stereo2 in self.STEREOCHEMISTRIES:
# merge backbone nitrogen to adjacent carbon
map_nums = (self.BACKBONE_NITROGEN_MAP_NUM,
self.ADJ_CARBON_MAP_NUM)
reactant = utils.connect_mols(monomer,
map_nums=map_nums,
clear_map_nums=False,
stereo=stereo1)
# merge template with monomer
map_nums = (self.TEMPLATE_EAS_MAP_NUM,
self.NUCLEOPHILE_EAS_MAP_NUM)
self.products.append(
utils.connect_mols(reactant,
self.template,
map_nums=map_nums,
clear_map_nums=False,
stereo=stereo2))
def methlyate_wrapper(*args, **kwargs):
data = []
for original_mol in original_func(*args, **kwargs):
data.append(original_mol)
# find all combinations of candidate methylation sites
matches = original_mol.mol.GetSubstructMatches(
candidate_heteroatoms)
for atom_idx in chain.from_iterable(matches):
mol = original_mol.mol
mol.GetAtomWithIdx(atom_idx).SetAtomMapNum(HETERO_ATOM_MAP_NUM)
mol = utils.connect_mols(mol, methyl, map_nums=map_nums)
new_mol = type(original_mol).add_modification(
original_mol, mol, 'm')
data.append(new_mol)
return data
def generate(self, sidechain, backbones):
"""
Method that takes a sidechain and backbones creates new monomers.
"""
sidechain_mol = sidechain.mapped_mol
utils.clear_isotopes(sidechain_mol)
monomers = []
for backbone in backbones:
monomer = utils.connect_mols(sidechain_mol,
backbone.mol,
map_nums=self.MAP_NUMS)
monomers.append(
models.Monomer.from_mol(monomer, backbone, sidechain))
return monomers
def _create_reactant(self):
replacement = Chem.MolFromSmarts(
f'[*:{self.BACKBONE_CARBOXYL_MAP_NUM}]')
backbone = AllChem.ReplaceSubstructs(models.TAGGED_ALPHA_BACKBONE,
self.CARBOXYL_W_EXTRA_C,
replacement)[0]
# tag n-terminus nitrogen for oligomerization and clear backbone carbon oligomerzation map num
for atom in backbone.GetAtoms():
if atom.GetSymbol() == 'N':
atom.SetAtomMapNum(self.BACKBONE_NITROGEN_MAP_NUM)
elif atom.GetAtomMapNum() == self.BACKBONE_OLIGOMERIZATION_MAP_NUM:
atom.SetAtomMapNum(0)
map_nums = (self.TEMPLATE_OLIGOMERIZATION_MAP_NUM,
self.BACKBONE_NITROGEN_MAP_NUM)
self.reactant = utils.connect_mols(self.reacting_mol,
backbone,
map_nums=map_nums,
clear_map_nums=False)
def _create_product(self):
self.products = [
utils.connect_mols(*self.reactants,
map_nums=self.MAP_NUMS,
clear_map_nums=False)
]
