Adds Chirality evaluation

master
Thomas Forest 2019-09-16 11:18:49 +02:00
parent dfeb566ee0
commit 948ff2d3ab
2 changed files with 80 additions and 36 deletions

View File

@ -18,3 +18,4 @@ else:
turns = get_turns(pdb_file.residues) turns = get_turns(pdb_file.residues)
get_helix(pdb_file.residues, turns) get_helix(pdb_file.residues, turns)
get_bends(pdb_file.residues) get_bends(pdb_file.residues)
get_chirality(pdb_file.residues)

View File

@ -1,4 +1,5 @@
import math import math
import numpy as np
class Structure: class Structure:
def __init__(self, res): def __init__(self, res):
@ -30,8 +31,8 @@ def get_turns(residues):
for j in range(3,6): for j in range(3,6):
if(i+j<len(residues)): if(i+j<len(residues)):
if(res.h_bond(residues[i+j])<-0.5): if(res.h_bond(residues[i+j])<-0.5):
print("TURN", i+1, i+j+1) print(j,"TURN", residues[i].resid, residues[i+j].resid)
turns[i] = Turn(j,i) turns[residues[i].resid] = Turn(j,residues[i].resid)
return(turns) return(turns)
def get_bridges(residues): def get_bridges(residues):
@ -47,8 +48,8 @@ def get_bridges(residues):
and residues[j].h_bond(residues[i+1])<-0.5): and residues[j].h_bond(residues[i+1])<-0.5):
bridge = {'res1':residues[i-1].h_bond(residues[j]), bridge = {'res1':residues[i-1].h_bond(residues[j]),
'res2':residues[j].h_bond(residues[i+1]), 'res2':residues[j].h_bond(residues[i+1]),
'ipos':i, 'ipos':residues[i].resid,
'jpos':j, 'jpos':residues[j].resid,
'btype':"para"} 'btype':"para"}
# if(residues[i-1].h_bond(residues[j])+ # if(residues[i-1].h_bond(residues[j])+
# residues[j].h_bond(residues[i+1]))<E_min: # residues[j].h_bond(residues[i+1]))<E_min:
@ -60,8 +61,8 @@ def get_bridges(residues):
and residues[i].h_bond(residues[j+1])<-0.5): and residues[i].h_bond(residues[j+1])<-0.5):
bridge = {'res1':residues[j-1].h_bond(residues[i]), bridge = {'res1':residues[j-1].h_bond(residues[i]),
'res2':residues[i].h_bond(residues[j+1]), 'res2':residues[i].h_bond(residues[j+1]),
'ipos':i, 'ipos':residues[i].resid,
'jpos':j, 'jpos':residues[j].resid,
'btype':"para"} 'btype':"para"}
# if(residues[j-1].h_bond(residues[i])+ # if(residues[j-1].h_bond(residues[i])+
# residues[i].h_bond(residues[j+1]))<E_min: # residues[i].h_bond(residues[j+1]))<E_min:
@ -73,8 +74,8 @@ def get_bridges(residues):
and residues[j].h_bond(residues[i])<-0.5): and residues[j].h_bond(residues[i])<-0.5):
bridge = {'res1':residues[i].h_bond(residues[j]), bridge = {'res1':residues[i].h_bond(residues[j]),
'res2':residues[j].h_bond(residues[i]), 'res2':residues[j].h_bond(residues[i]),
'ipos':i, 'ipos':residues[i].resid,
'jpos':j, 'jpos':residues[j].resid,
'btype':"anti"} 'btype':"anti"}
# if(residues[i].h_bond(residues[j])+ # if(residues[i].h_bond(residues[j])+
# residues[j].h_bond(residues[i]))<E_min: # residues[j].h_bond(residues[i]))<E_min:
@ -86,8 +87,8 @@ def get_bridges(residues):
and residues[j-1].h_bond(residues[i+1])<-0.5): and residues[j-1].h_bond(residues[i+1])<-0.5):
bridge = {'res1':residues[i-1].h_bond(residues[j+1]), bridge = {'res1':residues[i-1].h_bond(residues[j+1]),
'res2':residues[j-1].h_bond(residues[i+1]), 'res2':residues[j-1].h_bond(residues[i+1]),
'ipos':i, 'ipos':residues[i].resid,
'jpos':j, 'jpos':residues[j].resid,
'btype':"anti"} 'btype':"anti"}
# if(residues[i-1].h_bond(residues[j+1])+ # if(residues[i-1].h_bond(residues[j+1])+
# residues[j-1].h_bond(residues[i+1]))<E_min: # residues[j-1].h_bond(residues[i+1]))<E_min:
@ -128,40 +129,34 @@ def get_helix(residues, turns):
i+=1 i+=1
return(helix) return(helix)
def get_ladder(bridges):
ladders = {}
for i in range(len(bridges)):
k = 1
while bridges[i] == bridges[i+k]:
k+=1
if k>1:
ladders[bridges[i].res_num] = k-1
def get_bends(residues): def get_bends(residues):
bends = {} bends = {}
for i in range(2,len(residues)-2): for i in range(2,len(residues)-2):
# print("angle",i,calculer_angles(residues[i-2].atoms["CA"].coords,
# residues[i].atoms["CA"].coords,
# residues[i+2].atoms["CA"].coords))
angle = vector_angles(vectors_substr(position_vector(residues[i].atoms["CA"].coords), angle = vector_angles(vectors_substr(position_vector(residues[i].atoms["CA"].coords),
position_vector(residues[i-2].atoms["CA"].coords)), position_vector(residues[i-2].atoms["CA"].coords)),
vectors_substr(position_vector(residues[i+2].atoms["CA"].coords), vectors_substr(position_vector(residues[i+2].atoms["CA"].coords),
position_vector(residues[i].atoms["CA"].coords))) position_vector(residues[i].atoms["CA"].coords)))
if(angle>70): if(angle>70):
print("angle", residues[i].resid, angle) print("angle", residues[i].resid, angle)
bends[residues[i].resid] = angle
return(bends) return(bends)
def vecteur_deux_points (a, b): def vector_from_pos(a, b):
xAB = b[0]-a[0] xAB = b[0]-a[0]
yAB = b[1]-a[1] yAB = b[1]-a[1]
zAB = b[2]-a[2] zAB = b[2]-a[2]
coord_AB = [xAB,yAB,zAB] coord_AB = [xAB,yAB,zAB]
return coord_AB return coord_AB
def produit_scalaire (a, b, c):
coord_BA = vecteur_deux_points(b, a)
coord_BC = vecteur_deux_points(b, c)
dot_product = coord_BA[0]*coord_BC[0] + coord_BA[1]*coord_BC[1] + coord_BA[2]*coord_BC[2]
return dot_product
def norme_vecteur (a,b):
vecteur = vecteur_deux_points(a,b)
norme = math.sqrt(vecteur[0]**2 + vecteur[1]**2 + vecteur[2]**2)
return norme
def vector_norm(v): def vector_norm(v):
norm = math.sqrt(v[0]**2 + v[1]**2 + v[2]**2) norm = math.sqrt(v[0]**2 + v[1]**2 + v[2]**2)
return norm return norm
@ -171,7 +166,7 @@ def dot_product(v1,v2):
return(dot_product) return(dot_product)
def position_vector(c): def position_vector(c):
vector = vecteur_deux_points([0,0,0],c) vector = vector_from_pos([0,0,0],c)
return vector return vector
def vectors_substr(v1, v2): def vectors_substr(v1, v2):
@ -188,11 +183,59 @@ def vector_angles(v1,v2):
deg_angle = rad_angle*(180/math.pi) deg_angle = rad_angle*(180/math.pi)
return deg_angle return deg_angle
def calculer_angles (a,b,c): def calc_dihedral(u1, u2, u3, u4):
dot_product_ABC = produit_scalaire(a,b,c) """ Calculate dihedral angle method. From bioPython.PDB
norme_BA = norme_vecteur (b,a) (adapted to np.array)
norme_BC = norme_vecteur (b,c) Calculate the dihedral angle between 4 vectors
terme = dot_product_ABC/(abs(norme_BA)*abs(norme_BC)) representing 4 connected points. The angle is in
angle_radian = math.acos(terme) [-pi, pi].
angle_degre = angle_radian*(180/math.pi)
return angle_degre Adapted function of dihedral_angle_from_coordinates.py
by Eric Alcaide.
Source : https://gist.github.com/EricAlcaide
URL : https://gist.github.com/EricAlcaide/30d6bfdb8358d3a57d010c9a501fda56
"""
#convert coords to numpy arrays
u1 = np.array(u1)
u2 = np.array(u2)
u3 = np.array(u3)
u4 = np.array(u4)
a1 = u2 - u1
a2 = u3 - u2
a3 = u4 - u3
v1 = np.cross(a1, a2)
v1 = v1 / (v1 * v1).sum(-1)**0.5
v2 = np.cross(a2, a3)
v2 = v2 / (v2 * v2).sum(-1)**0.5
porm = np.sign((v1 * a3).sum(-1))
rad = np.arccos((v1*v2).sum(-1) / ((v1**2).sum(-1) * (v2**2).sum(-1))**0.5)
if not porm == 0:
rad = rad * porm
deg_angle = rad*(180/math.pi)
return deg_angle
def get_chirality(residues):
for i in range(1,len(residues)-2):
chirality = {}
angle = calc_dihedral(residues[i-1].atoms["CA"].coords,
residues[i].atoms["CA"].coords,
residues[i+1].atoms["CA"].coords,
residues[i+2].atoms["CA"].coords)
if(angle>0 and angle<=180):
sign="+"
print("angle", residues[i].resid, "+", angle)
if(angle<=0 and angle > -180):
sign="-"
print("angle", residues[i].resid, "-", angle)
chirality[residues[i].resid] = sign
return chirality