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6 changed files with 89 additions and 36 deletions

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@ -1,23 +1,25 @@
# Ideal geometry. Angstroms for lengths, degrees for angles.
import numpy as np
# Ideal geometry. Angstroms for lengths, degrees for angles. Engh & Huber parameters
GEO = {
'N_CA_len': 1.46,
'CA_C_len': 1.51,
'C_N_len': 1.33,
'N_H_len': 1.01,
'N_CA_length': 1.46,
'CA_C_length': 1.51,
'C_N_length': 1.33,
'N_H_length': 1.01,
'C_O_length': 1.23,
'N_CA_C_angle': 111.0,
'CA_C_N_angle': 116.0,
'C_N_CA_angle': 122.0,
'C_N_H_angle': 119.0,
'CA_C_O_angle': 121.0,
}
# First residue backbone hardcoded. From 6G4A MET1
ORI = {
'N': [ -17.396, -12.153, -13.987 ],
'CA': [ -16.295, -12.486, -13.259 ],
'C': [ -16.534, -10.993, -13.428 ],
'O': [ -16.891, -10.572, -14.520 ],
'N': np.array([ -17.396, -12.153, -13.987 ]),
'CA': np.array([ -16.295, -12.486, -13.259 ]),
'C': np.array([ -16.534, -10.993, -13.428 ]),
'O': np.array([ -16.891, -10.572, -14.520 ]),
}
if __name__ == "__main__":

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@ -0,0 +1,8 @@
GEO = {
'CA_CB_length': 1.53,
'N_CA_CB_angle': 109.5,
'C_CA_CB_angle': 109.5,
'L_torsion': 122.55
}

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@ -2,15 +2,3 @@
# Build first residue including sidechain
# Add ghost C' for first NeRF iteration
# Using C
from protein.residue import Residue, ResidueName
from geometry.backbone import GEO, ORI
met1 = Residue(ResidueName.MET)
print(met1.name.value)
for atom in ORI:
met1.backbone["atoms"][atom] = ORI[atom]
print(met1.backbone["atoms"])

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@ -29,12 +29,15 @@ class Residue():
self.name = name
self.backbone = {
'atoms': { "N": None, "CA": None, "C": None, "O": None },
'phi': None,
'psi': None
"atoms": { "N": None, "CA": None, "C": None, "O": None },
"phi": None,
"psi": None
}
self.sidechain = {
'atoms': {},
'chis': []
"atoms": {},
"chis": []
}
def summary(self):
return f"ResidueName: {self.name.value}"

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@ -1,17 +1,69 @@
from backbone.ramachandran import RamachandranSampler
from rotamers.dunbrack import DunbrackRotamerLibrary
from geometry.backbone import GEO as BACKBONE_GEO, ORI
from geometry.sidechain import GEO as SIDECHAIN_GEO
from geometry.nerf import nerf
from protein.residue import ResidueName, Residue
rs = RamachandranSampler()
rl = DunbrackRotamerLibrary()
res_name = "PHE"
ghost_residue = Residue(ResidueName.GLY)
backbone_atoms = ["N", "CA", "C", "O"]
for atom in backbone_atoms:
ghost_residue.backbone["atoms"][atom] = ORI[atom]
print(f"Backbone torsion angles for {res_name}:")
phi, psi = rs.sample(res_name)
print(f"phi: {phi}, psi: {psi}")
print(" ")
primary_sequence = ["PHE", "SER", "THR"]
print(f"Sidechain rotamers for {res_name} (top 5):")
for rotamer in rl.rotamer_params(res_name, 100, 100)[:5]:
print(rotamer.p, rotamer.chis)
print(" ")
residues = [ ghost_residue ]
# First 2 residues of the sequence
for residue_index, residue_name in enumerate(primary_sequence[:2]):
residue = Residue(ResidueName(residue_name))
residue.backbone["phi"], residue.backbone["psi"] = rs.sample(residue.name.value)
residue.backbone["atoms"]["N"] = nerf(
residues[residue_index].backbone["atoms"]["N"],
residues[residue_index].backbone["atoms"]["CA"],
residues[residue_index].backbone["atoms"]["C"],
BACKBONE_GEO["C_N_length"],
BACKBONE_GEO["CA_C_N_angle"],
residues[residue_index].backbone["psi"],
)
residue.backbone["atoms"]["CA"] = nerf(
residues[residue_index].backbone["atoms"]["CA"],
residues[residue_index].backbone["atoms"]["C"],
residue.backbone["atoms"]["N"],
BACKBONE_GEO["N_CA_length"],
BACKBONE_GEO["C_N_CA_angle"],
180,
)
residue.backbone["atoms"]["C"] = nerf(
residues[residue_index].backbone["atoms"]["C"],
residue.backbone["atoms"]["N"],
residue.backbone["atoms"]["CA"],
BACKBONE_GEO["CA_C_length"],
BACKBONE_GEO["N_CA_C_angle"],
residue.backbone["phi"],
)
residue.backbone["atoms"]["O"] = nerf(
residue.backbone["atoms"]["N"],
residue.backbone["atoms"]["CA"],
residue.backbone["atoms"]["C"],
BACKBONE_GEO["C_O_length"],
BACKBONE_GEO["CA_C_O_angle"],
residue.backbone["psi"] + 180,
)
residue.sidechain
residues.append(residue)
residue.sidechain["chis"] = rl.rotamer_params(residue.name.value, residue.backbone["phi"], residue.backbone["psi"])
print(residue.summary())
# Generate a tripeptide backbone
# Populate the sidechain of the middle residue