diff --git a/inference.py b/inference.py
index a6a9d0c2930fcf8aa71879432d46d2b88dca4ca5..045895857cc8c0775dde3fa0298e6b748268c599 100644
--- a/inference.py
+++ b/inference.py
@@ -4,16 +4,15 @@ from Functions import get_segment_sequence,convert_strand
target_genome_name="genome2_chr10"
pos_seg=target_genome_name+".bed"
var_file=target_genome_name+"_variations.txt"
-
-
+gfa="graph.gfa"
intersect_path='intersect.bed'
load_intersect(intersect_path)
-var=open(var_file,'r')
-gfa="graph.gfa"
-def get_segments_sequence_and_paths(gfa):
+
+# présent dans Fuctions.py mais relou à importer ?
+def get_segments_sequence_and_paths(gfa): # creates two dict with the sequences of the graph's segments, and the paths
file_gfa=open(gfa,'r')
lines_gfa=file_gfa.readlines()
file_gfa.close()
@@ -39,21 +38,19 @@ def get_segments_sequence_and_paths(gfa):
paths[line[3]]=list_path
return [paths,seg_seq]
-[paths,seg_seq]=get_segments_sequence_and_paths(gfa)
-
-segments_on_target_genome={}
-
-def get_segments_positions_on_genome(pos_seg):
+# présent dans Fuctions.py mais relou à importer ?
+def get_segments_positions_on_genome(pos_seg): # creates a dict with the position of the segments on the target genome
bed=open(pos_seg,'r')
lines=bed.readlines() # read line by line ?
bed.close()
+ segments_on_target_genome={}
for line in lines:
line=line.split()
[seg,chrom,start,stop,strand]=[line[3][1:],line[0],line[1],line[2],line[3][0:1]]
segments_on_target_genome[seg]=[chrom,start,stop,strand]
-get_segments_positions_on_genome(pos_seg)
+ return segments_on_target_genome
-def add_feature_sequence(feature,seg_seq):
+def add_feature_sequence(feature,seg_seq): # add the feature's sequence in the Feature object
feature_sequence=""
for segment in feature.segments_list:
if segment==feature.segments_list[0]:
@@ -64,7 +61,7 @@ def add_feature_sequence(feature,seg_seq):
feature_sequence+=get_segment_sequence(seg_seq,segment)
feature.sequence=feature_sequence
-def get_first_seg(list_seg,segments_on_target_genome):
+def get_first_seg(list_seg,segments_on_target_genome): # get the first segment of the list that is in the target genome
first_seg_found=''
for segment in list_seg:
if segment[1:] in segments_on_target_genome:
@@ -72,8 +69,7 @@ def get_first_seg(list_seg,segments_on_target_genome):
break
return first_seg_found
-def get_feature_path(paths,first_seg,last_seg):
- # find the path in the target genome
+def get_feature_path(paths,first_seg,last_seg):# find the feature's path in the target genome
first_strand=convert_strand(segments_on_target_genome[first_seg][3])
first_seg_stranded=first_strand+first_seg
last_strand=convert_strand(segments_on_target_genome[last_seg][3])
@@ -86,29 +82,27 @@ def get_feature_path(paths,first_seg,last_seg):
list_segfeat_azu_corrected=[convert_strand(segment_stranded[0])+segment_stranded[1:] for segment_stranded in list_segfeat_azu]
return list_segfeat_azu_corrected
-
def get_rna(dna_sequence):
return dna_sequence.replace("T","U")
-# penser à transcrire la séquence codante du gène !!
-def get_aa(codon):
- match codon[0:2]:
+def get_aa(rna_codon): # gives the aa coded by the rna codon
+ match rna_codon[0:2]:
case "UU":
- if (codon[2]=="U") | (codon[2]=="C"):
+ if (rna_codon[2]=="U") | (rna_codon[2]=="C"):
return "Phe"
else:
return "Leu"
case "UC":
return "Ser"
case "UA":
- if (codon[2]=="U") | (codon[2]=="C"):
+ if (rna_codon[2]=="U") | (rna_codon[2]=="C"):
return "Tyr"
else:
return "*"
case "UG":
- if (codon[2]=="U") | (codon[2]=="C"):
+ if (rna_codon[2]=="U") | (rna_codon[2]=="C"):
return "Cys"
- elif codon[2]=="A":
+ elif rna_codon[2]=="A":
return "*"
else:
return "Trp"
@@ -117,26 +111,26 @@ def get_aa(codon):
case "CC":
return "Pro"
case "CA":
- if (codon[2]=="U") | (codon[2]=="C"):
+ if (rna_codon[2]=="U") | (rna_codon[2]=="C"):
return "His"
else:
return "Gln"
case "CG":
return "Arg"
case "AU":
- if codon[2]=="G":
+ if rna_codon[2]=="G":
return "Met"
else:
return "Ile"
case "AC":
return "Thr"
case "AA":
- if (codon[2]=="U") | (codon[2]=="C"):
+ if (rna_codon[2]=="U") | (rna_codon[2]=="C"):
return "Asn"
else:
return "Lys"
case "AG":
- if (codon[2]=="U") | (codon[2]=="C"):
+ if (rna_codon[2]=="U") | (rna_codon[2]=="C"):
return "Ser"
else:
return "Arg"
@@ -145,60 +139,25 @@ def get_aa(codon):
case "GC":
return "Ala"
case "GA":
- if (codon[2]=="U") | (codon[2]=="C"):
+ if (rna_codon[2]=="U") | (rna_codon[2]=="C"):
return "Asp"
else:
return "Glu"
case "GG":
return "Gly"
+from textwrap import wrap
+def cut_codon(sequence):
+ return wrap(sequence,3)
-def traduction(sequence_arn):
- list_codons=decoupe_codon(sequence_arn)
+def traduction(sequence_arn): # translate rna
+ list_codons=cut_codon(sequence_arn)
prot=list()
for codon in list_codons:
prot.append(get_aa(codon))
return prot
-
-from textwrap import wrap
-def decoupe_codon(sequence):
- return wrap(sequence,3)
-
-
-
-
-
-
-
-
-def get_sequence_before(first_seg,seg_seq,n,paths,feat):
- first_strand=convert_strand(first_seg[0])
- first_seg_stranded=first_strand+first_seg[1:]
- index_first_seg=int(paths[target_genome_name].index(first_seg_stranded))
-
- sequence_before=seg_seq[first_seg[1:]][0:feat.pos_start-1] # sequence left on the segment on which the cds start (can be empty)
- current_index=index_first_seg-1
- while (len(sequence_before)<n) & (current_index>=0):
- segment=paths[target_genome_name][current_index]
- sequence_before=seg_seq[segment[1:]]+sequence_before
- current_index-=1
- return sequence_before[0:99]
-
-def get_sequence_after(last_seg,seg_seq,n,paths,feat):
- last_strand=convert_strand(last_seg[0])
- last_seg_stranded=last_strand+last_seg[1:]
- index_last_seg=int(paths[target_genome_name].index(last_seg_stranded))
-
- sequence_after=seg_seq[last_seg[1:]][feat.pos_stop:] # sequence left on the segment on which the cds ends (can be empty)
- current_index=index_last_seg+1
- while (len(sequence_after)<n) & (current_index>len(paths[target_genome_name])):
- segment=paths[target_genome_name][current_index]
- sequence_after=sequence_after+seg_seq[segment[1:]]
- current_index+=1
- return sequence_after[len(sequence_after)-100:]
-
-def get_sequence_on_genome(feature,segments_on_target_genome):
+def get_sequence_on_genome(feature,segments_on_target_genome): # returns the sequence of the feature on the target genome
list_seg=Features[feature].segments_list
first_seg=get_first_seg(list_seg,segments_on_target_genome)
last_seg=get_first_seg(reversed(list_seg),segments_on_target_genome)
@@ -214,36 +173,37 @@ def get_sequence_on_genome(feature,segments_on_target_genome):
new_sequence+=get_segment_sequence(seg_seq,segment)
return new_sequence
+def get_cds_variations(var_file): # creates dict : cds_id -> list of variations from the var file
+ var=open(var_file,'r')
+ lines=var.readlines()
+ var.close()
+ #Â dict cds-var
+ cds_var={}
+ for line in lines:
+ line=line.split()
+ if line[1]=="CDS":
+ cds_id=line[0].replace('.','_').replace(':','_')
+ if cds_id not in cds_var.keys():
+ cds_var[cds_id]=list()
+ cds_var[cds_id].append(line)
+ return cds_var
-lines=var.readlines()
-var.close()
-
-#Â dict cds-var
-cds_var={}
-for line in lines:
- line=line.split()
- if line[1]=="CDS":
- cds_id=line[0].replace('.','_').replace(':','_')
- if cds_id not in cds_var.keys():
- cds_var[cds_id]=list()
- cds_var[cds_id].append(line)
-
-
-def findOtherStart(cds,segments_on_target_genome):
- print("\nrecherche de nouveau codon start:")
+import re
+def findOtherStart(cds,segments_on_target_genome): # look for another start codon, before or after the original one
+ print("\nlooking for a new start codon:")
frame_shift=0
#Â chercher codon start en amont du cds, dans le mrna
seq_parent=get_sequence_on_genome(cds.parent,segments_on_target_genome)
seq_cds=get_sequence_on_genome(cds_id,segments_on_target_genome)
sequence_amont=seq_parent[0:seq_parent.rfind(seq_cds)] # get the mrna sequence before the last occurence of the cds sequence
- print("sequence en amont dans le mRNA:",sequence_amont)
+ print("sequence before the CDS in the mRNA:",sequence_amont)
if "ATG" in sequence_amont:
start_pos_list=[m.start() for m in re.finditer('(?=ATG)', sequence_amont)]
stop_pos_list=[m.start() for m in re.finditer('(?=TAG|TAA|TGA)', sequence_amont)]
- print("position des starts:",start_pos_list,"position des stops:",stop_pos_list,"en amont du cds") # positions (overlapping) où on trouve un atg.
+ print("start codons position:",start_pos_list,"stop codons position:",stop_pos_list,"before the CDS") # positions (overlapping) où on trouve un atg.
# vérifier ensuite s'il y a un stop après un atg, et sinon le cadre de lecture de l'atg (peut décaler toute la prot !)
- print("verification des stops après les starts:")
+ print("checking if there is a stop codon after the start codons in the same reading frame:")
for start_pos in start_pos_list:
start_pos_frame=start_pos%3
n=len(sequence_amont)-start_pos+1
@@ -251,51 +211,51 @@ def findOtherStart(cds,segments_on_target_genome):
#print("codon start candidat trouvé dans l'arn messager,",n,"bases en amont du cds")
# calculer le décalage : si on en trouve un 2 bases en amont, ça décale le cadre de lecture !
frame_shift=(frame_shift+n)%3 # vérifier le frame shift !!
- print("le start à la position",start_pos,",",n,"bases en amont du cds, n'a pas de stop en aval dans le même cadre de lecture")
+ print("the start codon at the position",start_pos,",",n,"bases before the CDS, doesn't have a stop codon after in the same reading frame")
else:
- print("le start à la position",start_pos,",",n,"bases en amont du cds, a un stop en aval dans le même cadre de lecture")
+ print("the start codon at the position",start_pos,",",n,"bases before the CDS, has a stop codon after in the same reading frame")
#Â chercher codon start en aval, dans le cds
if "ATG" in seq_cds:
start_pos_list=[m.start() for m in re.finditer('(?=ATG)', seq_cds)]
- print("codon start candidat trouvé plus loin dans le cds, à la base",start_pos_list[0]) # print seulement le premier
+ print("start codon candidate found later in the CDS, at the base",start_pos_list[0]) # print seulement le premier
print("\n")
return frame_shift
-
-
-# ajouter la vérification qu'on introduit/delete pas un codon stop
-def print_variation_change(deleted_sequence,inserted_sequence):
+def print_variation_change(deleted_sequence,inserted_sequence): # print the consequence of the variation represented by the insertion and deletion
stop=False
deleted_aa=traduction(get_rna(deleted_sequence))
inserted_aa=traduction(get_rna(inserted_sequence))
if (len(deleted_aa)!=0) & (len(inserted_aa)!=0):
if deleted_aa!=inserted_aa:
- print("conséquence : changement de",",".join(deleted_aa),"en",",".join(inserted_aa))
+ print("consequence :",",".join(deleted_aa),"changes into",",".join(inserted_aa))
else:
- print("conséquence : mutation synonyme dans",",".join(deleted_aa))
+ print("consequence : synonymous variation in",",".join(deleted_aa))
elif len(inserted_aa)!=0:
- print("conséquence : insertion de",",".join(inserted_aa))
+ print("consequence : insertion of",",".join(inserted_aa))
else:
- print("conséquence : deletion de",",".join(deleted_aa))
+ print("consequence : deletion of",",".join(deleted_aa))
if ("*" in inserted_aa):
- print("apparition d'un codon stop dans le cds du génome cible")
+ print("stop codon apparition in the cds of the target genome")
stop=True
return stop
-version="new"
-import re
-for feature in Features.values():
+
+[paths,seg_seq]=get_segments_sequence_and_paths(gfa)
+segments_on_target_genome=get_segments_positions_on_genome(pos_seg)
+cds_var=get_cds_variations(var_file)
+for feature in Features.values(): # add the sequence of all features
add_feature_sequence(feature,seg_seq)
+
+# analysing the variations for all the cds :
for cds_id in cds_var.keys():
cds=Features[cds_id]
- print("analyse des variations dans le cds",cds_id,"\n")
+ print("analysis of the variations in the CDS",cds_id,"\n")
frame_shift=0
- #for var in cds_var[cds_id]:
- for index, var in enumerate(cds_var[cds_id]):
+ for index, var in enumerate(cds_var[cds_id]): #Â for each variation in the current cds :
type_var=var[8]
if type_var!="no_var": #Â if there is a variation
posVar=[int(var[12]),int(var[13])]
@@ -310,18 +270,18 @@ for cds_id in cds_var.keys():
else:
length_alt=len(var[10])
- print("variation",index)
+ print("variation",index, ":")
- if abs(length_alt-length_ref)%3 == 0: # taille diff 3k -> pas de frame shift.
+ if abs(length_alt-length_ref)%3 == 0: # size diff 3k -> no frame shift.
- if (posVar[0])%3==0: #Â taille diff 3k, position 3k
- print("variation entre deux codons sans décalage du cadre de lecture")
+ if (posVar[0])%3==0: #size diff 3k, position 3k
+ print("variation between two codons not causing a frameshift")
if type_var=="insertion":
- print(type_var,"de",var[10])
+ print("insertion of",var[10])
elif type_var=="deletion":
- print(type_var,"de",var[9])
+ print("deletion of",var[9])
else:
- print(type_var,"de",var[9],"par",var[10])
+ print("substitution of",var[9],"by",var[10])
len_fragment_after=(3-length_ref)%3
deleted_sequence=cds.sequence[posVar[0]:posVar[0]+length_ref+len_fragment_after]
@@ -330,14 +290,14 @@ for cds_id in cds_var.keys():
if stop:
break
- else: # taille diff 3k, position !=3k
- print("variation au milieu d'un codon sans décalage du cadre de lecture")
+ else: # size diff 3k, position !=3k
+ print("variation in the middle of a codon not causing a frameshift")
if type_var=="insertion":
- print(type_var,"de",var[10])
+ print("insertion of",var[10])
elif type_var=="deletion":
- print(type_var,"de",var[9])
+ print("deletion of",var[9])
else:
- print(type_var,"de",var[9],"par",var[10])
+ print("substitution of",var[9],"by",var[10])
len_fragment_before=(posVar[0])%3
len_fragment_after=(3-(len_fragment_before+length_ref))%3
@@ -348,24 +308,24 @@ for cds_id in cds_var.keys():
stop=print_variation_change(total_del,total_ins)
if stop:
break
- # possibilité que j'ai print en compte une variation de trop, si on a un snp sur la premiere et la derniere base d'un codon :
- # pour le traitement de la première j'ai également considéré la dernière !
+ # possible that it prints too many variations : for ex if we have a snp on the first and the last base of a codon,
+ # while printing the effect of the first snp we aso use the second one.
- else: # taille diff !=3k
- print("changement du cadre de lecture")
+ else: # size diff !=3k
+ print("frameshift variation")
old_frameshift=frame_shift
frame_shift=(frame_shift+length_ref-length_alt)%3
- # frameshift=0 -> cadre de lecture rétabli. peut nécessiter d'aller chercher une base en amont.
- # frameshift=1 -> cadre de lecture décalé de 1 base vers la droite
- # frameshift=2 -> cadre de lecture décalé de 2 bases vers la droite
+ #Â frameshift=0 -> reading frame recovered. may need to get a base before.
+ #Â frameshift=1 -> frame shift of 1 base to the right
+ #Â frameshift=2 -> frame shift of 2 bases to the right
if type_var=="insertion":
- print(type_var,"de",var[10])
+ print("insertion of",var[10])
elif type_var=="deletion":
- print(type_var,"de",var[9])
+ print("deletion of",var[9])
else:
- print(type_var,"de",var[9],"par",var[10])
+ print("substitution of",var[9],"by",var[10])
len_fragment_before_del=(posVar[0])%3
len_fragment_before_ins=(posVar[1])%3
@@ -377,16 +337,16 @@ for cds_id in cds_var.keys():
total_ins=sequence_target[posVar[1]-len_fragment_before_ins:posVar[1]+length_alt+len_fragment_after_ins]
total_del=cds.sequence[posVar[0]-len_fragment_before_del:posVar[0]+length_ref+len_fragment_after_del]
stop=print_variation_change(total_del,total_ins)
- print("rétablissement du cadre de lecture originel")
+ print("recovery of the original reading frame")
if stop:
break
else:
- # print changes from local to next var
- print("cadre de lecture décalé de",frame_shift,"base(s) vers la droite.")
+ # print changes from local var to next var. at the next var, we will see if the reading frame is recovered.
+ print("creating frame shift of",frame_shift,"base(s) to the right.")
if old_frameshift==0:
- print("perte du cadre de lecture originel")
- if index==len(cds_var[cds_id])-1: # on est sur la dernière variation. traduire jusqu'à la fin du cds
+ print("loss of the original reading frame")
+ if index==len(cds_var[cds_id])-1: # it is the last variation. translate until the end of the cds.
total_total_del=cds.sequence[posVar[0]-len_fragment_before_del:]
total_total_ins=sequence_target[posVar[1]-len_fragment_before_ins:]
stop=print_variation_change(total_total_del,total_total_ins)
@@ -413,25 +373,9 @@ for cds_id in cds_var.keys():
if stop:
break
-
-
-
-
-
-
-
- if posVar[0]<=3: # pour l'instant on cherche pas d'autre start.
- print("codon start touché, gène non fonctionnel")
- #findOtherStart(cds,segments_on_target_genome)
+ if posVar[0]<=3:
+ print("start codon affected, mRNA most likely wont be translated")
+ #findOtherStart(cds,segments_on_target_genome) #Â for now we don't look for another start codon
break
-
-
-
- # si on a plusieurs start candidats il faut choisir celui qu'on prend, ils sont pas forcément tous sur le même cadre de lecture
- # comment traiter la variation sur le start ?
- # après avoir détecté que la var touche le start, traiter la var ? ou l'inverse
-
-
- print("\n")
-
+ print("\n")
\ No newline at end of file