From e22589cf414c70ca477b64e4767957de6838b642 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Wed, 4 Oct 2023 15:10:25 +0200
Subject: [PATCH 01/18] added random sampling of size distribution
---
fusion.py | 22 +++++++++++++++++++++-
1 file changed, 21 insertions(+), 1 deletion(-)
diff --git a/fusion.py b/fusion.py
index 0883c92..8744703 100644
--- a/fusion.py
+++ b/fusion.py
@@ -1,8 +1,9 @@
# fusionner le VCF de msprime (position, génotype) et le BED de VISOR
# pour obtenir un BED avec tous les variants
# récupérer les variants et les génotypes msprime
-import io
+import io, json
import pandas as pd
+import numpy as np
def read_vcf(input_file):
with open(input_file, "r") as txt:
@@ -25,9 +26,28 @@ def replace_bed_col(input_BED, input_VCF, len_SV):
if len(bed) == len(vcf):
bed["chr"] = vcf["CHROM"]
bed["start"] = vcf["POS"]
+ # piocher dans une distribution de taille de SV --> modéliser sur la distrib humain, etc
bed["end"] = vcf["POS"] + len_SV
return(bed)
+def get_random_len(n):
+ df = pd.read_csv("/home/sukanya/tests/03_results/SV_distrib_human/size_distribINS.tsv", sep="\t")
+ pb = df["pb"].tolist()
+ li = np.random.multinomial(n, pb)
+ print(li)
+ s = []
+ for i in range(len(li)):
+
+ if li[i] != 0:
+ interval = df["size_interval"].iloc[i]
+ interval = json.loads(interval)
+ # print(interval)
+ s += list(np.random.uniform(interval[0], interval[1], li[i]).round())
+ print(s)
+
+get_random_len(10)
+
+
# étape 1 : vérifier que les 2 tableaux font la même taille
# 2 : prendre les positions du VCF + taille = end
# 3 : remplacer les colonnes start end par les positions VCF
--
GitLab
From a39d7acb1cbb6936bcf7d267aa76cc4692a6ef8e Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Thu, 5 Oct 2023 11:08:47 +0200
Subject: [PATCH 02/18] moved random len function
---
bed2vcf.py | 31 +++++++++++++++++++++++++++++--
fusion.py | 32 +++-----------------------------
2 files changed, 32 insertions(+), 31 deletions(-)
diff --git a/bed2vcf.py b/bed2vcf.py
index 412d4d1..3e63c2e 100644
--- a/bed2vcf.py
+++ b/bed2vcf.py
@@ -1,5 +1,7 @@
import pandas as pd
-import re, random
+import re, random, json
+import numpy as np
+
from Bio import SeqIO
from Bio.Seq import Seq
@@ -9,26 +11,49 @@ def read_fa(input_file):
record_dict = SeqIO.index(input_file, "fasta")
return record_dict
+# génère une séquence pour insertion
def DNA(length):
return ''.join(random.choice('CGTA') for _ in range(length))
+# check if reverse
def is_reverse(s):
return(s=="reverse")
+# reverse sequence
def reverse(s):
seq = Seq(str(s))
return(seq.reverse_complement())
+# create deletion by switching alt and ref seq
def deletion(ref_seq, alt_seq):
ref = str(ref_seq) + str(alt_seq)
alt = str(ref_seq)
-
return(ref,alt)
def set_ref_alt(ref, alt, row, vcf_df):
vcf_df.at[row, "REF"] = ref
vcf_df.at[row, "ALT"] = alt
+def get_random_len(svtype):
+ # INV
+ if svtype == "INV":
+ rng = np.random.default_rng()
+ r = rng.random()
+ if r > 0.17:
+ s = np.random.uniform(250, 6000,1).round()
+ else:
+ s = np.random.uniform(6000, 45000,1).round()
+ #Â INS, DEL, DUP, CNV
+ else:
+ df = pd.read_csv("sv_distributions/size_distrib" + svtype + ".tsv", sep="\t")
+ pb = df["pb"].tolist()
+ li = np.random.multinomial(1, pb)
+ for i in range(len(li)):
+ if li[i] != 0:
+ interval = df["size_interval"].iloc[i]
+ interval = json.loads(interval)
+ s = np.random.uniform(interval[0], interval[1], 1).round()
+ return(s[0])
# get the sequence of each variants in BED
# output file is a VCF
@@ -59,6 +84,8 @@ def get_seq(vcf_df, bed_df, fa_dict, output_file):
# DEL
if t == "deletion":
+ end = get_random_len("DEL")
+
ref = str(ref_seq) + str(alt_seq)
alt = str(ref_seq)
diff --git a/fusion.py b/fusion.py
index 8744703..d0874e6 100644
--- a/fusion.py
+++ b/fusion.py
@@ -1,16 +1,15 @@
# fusionner le VCF de msprime (position, génotype) et le BED de VISOR
# pour obtenir un BED avec tous les variants
# récupérer les variants et les génotypes msprime
-import io, json
+import io
import pandas as pd
-import numpy as np
def read_vcf(input_file):
with open(input_file, "r") as txt:
t = txt.read()
txt.close()
+ # remove VCF header for dataframe
t = ''.join(t.splitlines(keepends=True)[5:])
-
df = pd.read_table(io.StringIO(t))
df = df.rename(columns={"#CHROM" : "CHROM"})
return(df)
@@ -28,29 +27,4 @@ def replace_bed_col(input_BED, input_VCF, len_SV):
bed["start"] = vcf["POS"]
# piocher dans une distribution de taille de SV --> modéliser sur la distrib humain, etc
bed["end"] = vcf["POS"] + len_SV
- return(bed)
-
-def get_random_len(n):
- df = pd.read_csv("/home/sukanya/tests/03_results/SV_distrib_human/size_distribINS.tsv", sep="\t")
- pb = df["pb"].tolist()
- li = np.random.multinomial(n, pb)
- print(li)
- s = []
- for i in range(len(li)):
-
- if li[i] != 0:
- interval = df["size_interval"].iloc[i]
- interval = json.loads(interval)
- # print(interval)
- s += list(np.random.uniform(interval[0], interval[1], li[i]).round())
- print(s)
-
-get_random_len(10)
-
-
-# étape 1 : vérifier que les 2 tableaux font la même taille
-# 2 : prendre les positions du VCF + taille = end
-# 3 : remplacer les colonnes start end par les positions VCF
-# 4 : enlever le breakpoint ?
-# 5 avec le fasta, récupérer les séquences de variants
-# 6 : créer le nouveau VCF -> reprendre le VCF msprime et coller les bon variants à la place
\ No newline at end of file
+ return(bed)
\ No newline at end of file
--
GitLab
From 2c13556d7e766521b534a0036899c6b21360d594 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Thu, 5 Oct 2023 11:09:12 +0200
Subject: [PATCH 03/18] add sv size distribution
---
.gitignore | 63 +
sv_distributions/size_distribCNV.tsv | 6921 ++++++++
sv_distributions/size_distribDEL.tsv | 22585 +++++++++++++++++++++++++
sv_distributions/size_distribDUP.tsv | 7982 +++++++++
sv_distributions/size_distribINS.tsv | 62 +
5 files changed, 37613 insertions(+)
create mode 100644 .gitignore
create mode 100644 sv_distributions/size_distribCNV.tsv
create mode 100644 sv_distributions/size_distribDEL.tsv
create mode 100644 sv_distributions/size_distribDUP.tsv
create mode 100644 sv_distributions/size_distribINS.tsv
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..91c1711
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,63 @@
+# In this gitignore, we want to set up a white list (usually gitignore works as
+ # a black list). So we first exclude all files from tracking and then include
+ # only the file patterns we are interested in (i.e. we don't want big fastq
+ # or bam files to be synchronized on our git remote server).
+
+
+# 1) First, exclude files from git tracking
+ # exclude ALL files from tracking using the '*' wildcard
+ # Note that we could be more more specific here but that might be risky as
+ # one cannot necessarily think about all files contained in a folder that
+ # should not be sync (especially sometimes remanent huge temp files
+ # remaining from aborted analysis run)
+*
+
+# 2) Second, set exceptions to be tracked by git:
+ # thanks to the '!' symbol, we can track files with specific patterns
+ # even though they would be listed in section 1 (as a matter of fact,
+ # in the present case, any possible file is listed in section 1 since
+ # the pattern is the '*' wildcard).
+ # Note that the '#' comments anything on its rights, meaning that patterns
+ # below are still effectively ignored from git tracking.
+ # If you want to (un)track a given file, just comment toggle the respective line.
+ # of course, one can add new patterns at will.
+!*.csv
+#!*.cfg
+!*.dummy
+#!*.err
+#!*.error
+#!*.errors
+!.gitignore
+#!*.html
+!*.jl
+!.keep
+#!*Makefile*
+!*.md
+#!*.ods
+#!*.odt
+#!*.pptx
+!*.pl
+!*.py
+!*README*
+!*.R
+!*.Rmd
+!*.r
+!*.rmd
+!*.sh
+#!*.template
+#!*.txt
+!*.yml
+!*.yaml
+!Snakefile
+!*.smk
+!slurm_logs/
+
+# 3) add a pattern to track the file patterns of section2 even if they are in
+ # subdirectories
+!*/
+
+
+# 4) specific files or folder to TRACK (the '**' sign means 'any path')
+!/sv_distributions/*
+
+# 5) specific folders to UNTRACK (wherever it may be in the treeview)
\ No newline at end of file
diff --git a/sv_distributions/size_distribCNV.tsv b/sv_distributions/size_distribCNV.tsv
new file mode 100644
index 0000000..94770dd
--- /dev/null
+++ b/sv_distributions/size_distribCNV.tsv
@@ -0,0 +1,6921 @@
+size_interval pb
+[3000.0, 3100.0] 0.013656538067599864
+[3100.0, 3200.0] 0.004096961420279959
+[3200.0, 3300.0] 0.009559576647319904
+[3300.0, 3400.0] 0.006828269033799932
+[3400.0, 3500.0] 0.006828269033799932
+[3500.0, 3600.0] 0.009900990099009901
+[3600.0, 3700.0] 0.005121201775349949
+[3700.0, 3800.0] 0.005804028678729942
+[3800.0, 3900.0] 0.008535336292249915
+[3900.0, 4000.0] 0.007169682485489928
+[4000.0, 4100.0] 0.008193922840559918
+[4100.0, 4200.0] 0.0064868555821099355
+[4200.0, 4300.0] 0.005121201775349949
+[4300.0, 4400.0] 0.009218163195629908
+[4400.0, 4500.0] 0.005121201775349949
+[4500.0, 4600.0] 0.006828269033799932
+[4600.0, 4700.0] 0.005804028678729942
+[4700.0, 4800.0] 0.005121201775349949
+[4800.0, 4900.0] 0.006145442130419939
+[4900.0, 5000.0] 0.004096961420279959
+[5000.0, 5100.0] 0.0054626152270399455
+[5100.0, 5200.0] 0.0037555479685899623
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diff --git a/sv_distributions/size_distribDEL.tsv b/sv_distributions/size_distribDEL.tsv
new file mode 100644
index 0000000..5da0a04
--- /dev/null
+++ b/sv_distributions/size_distribDEL.tsv
@@ -0,0 +1,22585 @@
+size_interval pb
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diff --git a/sv_distributions/size_distribDUP.tsv b/sv_distributions/size_distribDUP.tsv
new file mode 100644
index 0000000..1829e78
--- /dev/null
+++ b/sv_distributions/size_distribDUP.tsv
@@ -0,0 +1,7982 @@
+size_interval pb
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+[782700.0, 782800.0] 0.0
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+[788500.0, 788600.0] 0.0
+[788600.0, 788700.0] 0.0
+[788700.0, 788800.0] 0.0
+[788800.0, 788900.0] 0.0
+[788900.0, 789000.0] 0.0
+[789000.0, 789100.0] 0.0
+[789100.0, 789200.0] 0.0
+[789200.0, 789300.0] 0.0
+[789300.0, 789400.0] 0.0
+[789400.0, 789500.0] 0.0
+[789500.0, 789600.0] 0.0
+[789600.0, 789700.0] 0.0
+[789700.0, 789800.0] 0.0
+[789800.0, 789900.0] 0.0
+[789900.0, 790000.0] 0.0
+[790000.0, 790100.0] 0.0
+[790100.0, 790200.0] 0.0
+[790200.0, 790300.0] 0.0
+[790300.0, 790400.0] 0.0
+[790400.0, 790500.0] 0.0
+[790500.0, 790600.0] 0.0
+[790600.0, 790700.0] 0.0
+[790700.0, 790800.0] 0.0
+[790800.0, 790900.0] 0.0
+[790900.0, 791000.0] 0.0
+[791000.0, 791100.0] 0.0
+[791100.0, 791200.0] 0.0
+[791200.0, 791300.0] 0.0
+[791300.0, 791400.0] 0.0
+[791400.0, 791500.0] 0.0
+[791500.0, 791600.0] 0.0
+[791600.0, 791700.0] 0.0
+[791700.0, 791800.0] 0.0
+[791800.0, 791900.0] 0.0
+[791900.0, 792000.0] 0.0
+[792000.0, 792100.0] 0.0
+[792100.0, 792200.0] 0.0
+[792200.0, 792300.0] 0.0
+[792300.0, 792400.0] 0.0
+[792400.0, 792500.0] 0.0
+[792500.0, 792600.0] 0.0
+[792600.0, 792700.0] 0.0
+[792700.0, 792800.0] 0.0
+[792800.0, 792900.0] 0.0
+[792900.0, 793000.0] 0.0
+[793000.0, 793100.0] 0.0
+[793100.0, 793200.0] 0.0
+[793200.0, 793300.0] 0.0
+[793300.0, 793400.0] 0.0
+[793400.0, 793500.0] 0.0
+[793500.0, 793600.0] 0.0
+[793600.0, 793700.0] 0.0
+[793700.0, 793800.0] 0.0
+[793800.0, 793900.0] 0.0
+[793900.0, 794000.0] 0.0
+[794000.0, 794100.0] 0.0
+[794100.0, 794200.0] 0.0
+[794200.0, 794300.0] 0.0
+[794300.0, 794400.0] 0.0
+[794400.0, 794500.0] 0.0
+[794500.0, 794600.0] 0.0
+[794600.0, 794700.0] 0.0
+[794700.0, 794800.0] 0.0
+[794800.0, 794900.0] 0.0
+[794900.0, 795000.0] 0.0
+[795000.0, 795100.0] 0.0
+[795100.0, 795200.0] 0.0
+[795200.0, 795300.0] 0.0
+[795300.0, 795400.0] 0.0
+[795400.0, 795500.0] 0.0
+[795500.0, 795600.0] 0.0
+[795600.0, 795700.0] 0.0
+[795700.0, 795800.0] 0.0
+[795800.0, 795900.0] 0.0
+[795900.0, 796000.0] 0.0
+[796000.0, 796100.0] 0.0
+[796100.0, 796200.0] 0.0
+[796200.0, 796300.0] 0.0
+[796300.0, 796400.0] 0.0
+[796400.0, 796500.0] 0.0
+[796500.0, 796600.0] 0.0
+[796600.0, 796700.0] 0.0
+[796700.0, 796800.0] 0.0
+[796800.0, 796900.0] 0.0
+[796900.0, 797000.0] 0.0
+[797000.0, 797100.0] 0.0
+[797100.0, 797200.0] 0.0
+[797200.0, 797300.0] 0.0
+[797300.0, 797400.0] 0.0
+[797400.0, 797500.0] 0.0
+[797500.0, 797600.0] 0.0
+[797600.0, 797700.0] 0.0
+[797700.0, 797800.0] 0.0
+[797800.0, 797900.0] 0.0
+[797900.0, 798000.0] 0.0
+[798000.0, 798100.0] 0.0
+[798100.0, 798200.0] 0.0
+[798200.0, 798300.0] 0.0
+[798300.0, 798400.0] 0.0
+[798400.0, 798500.0] 0.0
+[798500.0, 798600.0] 0.0
+[798600.0, 798700.0] 0.0
+[798700.0, 798800.0] 0.0
+[798800.0, 798900.0] 0.0
+[798900.0, 799000.0] 0.0
+[799000.0, 799100.0] 0.0
+[799100.0, 799200.0] 0.0
+[799200.0, 799300.0] 0.0
+[799300.0, 799400.0] 0.0
+[799400.0, 799500.0] 0.0
+[799500.0, 799600.0] 0.0
+[799600.0, 799700.0] 0.0
+[799700.0, 799800.0] 0.0
+[799800.0, 799900.0] 0.0
+[799900.0, 800000.0] 0.0
+[800000.0, 800100.0] 0.0
+[800100.0, 800200.0] 0.0
+[800200.0, 800300.0] 0.0
+[800300.0, 800400.0] 0.0
+[800400.0, 800500.0] 0.0
+[800500.0, 800600.0] 0.0
+[800600.0, 800700.0] 0.0
+[800700.0, 800800.0] 0.0
+[800800.0, 800900.0] 0.0
+[800900.0, 801000.0] 0.0
+[801000.0, 801100.0] 0.00016597510373443983
diff --git a/sv_distributions/size_distribINS.tsv b/sv_distributions/size_distribINS.tsv
new file mode 100644
index 0000000..1ee72ae
--- /dev/null
+++ b/sv_distributions/size_distribINS.tsv
@@ -0,0 +1,62 @@
+size_interval pb
+[0.0, 100.0] 0.0007215441043833805
+[100.0, 200.0] 0.02074439300102219
+[200.0, 300.0] 0.7623714749564067
+[300.0, 400.0] 0.020684264325656905
+[400.0, 500.0] 0.007816727797486621
+[500.0, 600.0] 0.004088749924839156
+[600.0, 700.0] 0.004269135950935001
+[700.0, 800.0] 0.004750165353857255
+[800.0, 900.0] 0.006373639588719861
+[900.0, 1000.0] 0.004810294029222536
+[1000.0, 1100.0] 0.0046900366784919725
+[1100.0, 1200.0] 0.004389393301665564
+[1200.0, 1300.0] 0.007095183693103241
+[1300.0, 1400.0] 0.00703505501773796
+[1400.0, 1500.0] 0.005952738861162888
+[1500.0, 1600.0] 0.014009981360110637
+[1600.0, 1700.0] 0.004990680055318382
+[1700.0, 1800.0] 0.003066562443629367
+[1800.0, 1900.0] 0.0019842462870542964
+[1900.0, 2000.0] 0.0019842462870542964
+[2000.0, 2100.0] 0.001803860260958451
+[2100.0, 2200.0] 0.0022848896638807048
+[2200.0, 2300.0] 0.003246948469725212
+[2300.0, 2400.0] 0.002224760988515423
+[2400.0, 2500.0] 0.002224760988515423
+[2500.0, 2600.0] 0.0015633455594973242
+[2600.0, 2700.0] 0.0013228308580361975
+[2700.0, 2800.0] 0.0015633455594973242
+[2800.0, 2900.0] 0.0015032168841320427
+[2900.0, 3000.0] 0.0024652756899765497
+[3000.0, 3100.0] 0.002224760988515423
+[3100.0, 3200.0] 0.001202573507305634
+[3200.0, 3300.0] 0.0021045036377848594
+[3300.0, 3400.0] 0.0021646323131501413
+[3400.0, 3500.0] 0.0018639889363237328
+[3500.0, 3600.0] 0.0017437315855931693
+[3600.0, 3700.0] 0.0019842462870542964
+[3700.0, 3800.0] 0.0022848896638807048
+[3800.0, 3900.0] 0.0015633455594973242
+[3900.0, 4000.0] 0.0015633455594973242
+[4000.0, 4100.0] 0.0013829595334014792
+[4100.0, 4200.0] 0.0017437315855931693
+[4200.0, 4300.0] 0.0011424448319403524
+[4300.0, 4400.0] 0.0013829595334014792
+[4400.0, 4500.0] 0.002645661716072395
+[4500.0, 4600.0] 0.0021646323131501413
+[4600.0, 4700.0] 0.002044374962419578
+[4700.0, 4800.0] 0.0017437315855931693
+[4800.0, 4900.0] 0.0021646323131501413
+[4900.0, 5000.0] 0.001803860260958451
+[5000.0, 5100.0] 0.0011424448319403524
+[5100.0, 5200.0] 0.001022187481209789
+[5200.0, 5300.0] 0.0012627021826709158
+[5300.0, 5400.0] 0.001202573507305634
+[5400.0, 5500.0] 0.0021646323131501413
+[5500.0, 5600.0] 0.0015633455594973242
+[5600.0, 5700.0] 0.0016836029102278876
+[5700.0, 5800.0] 0.0017437315855931693
+[5800.0, 5900.0] 0.005110937406048945
+[5900.0, 6000.0] 0.01876014671396789
+[6000.0, 6100.0] 0.015392940893512116
--
GitLab
From a451eb0c03a860d1dd26e4d9fbfa8c07bec81949 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Thu, 5 Oct 2023 11:09:22 +0200
Subject: [PATCH 04/18] update readme
---
README.md | 4 +++-
1 file changed, 3 insertions(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 95464c3..9cfa840 100644
--- a/README.md
+++ b/README.md
@@ -13,4 +13,6 @@ Depuis le script `main.py`:
À faire :
- ajouter l'entête au VCF final (reprendre celui du VCF de msprime)
- donner le nombre de variants dans le VCF msprime --> pour créer un BED avec le même nombre de variants
-- ajouter les types de variants manquants dans le script `bed2vcf.py`
\ No newline at end of file
+- ajouter les types de variants manquants dans le script `bed2vcf.py`
+
+Le dossier `sv_distributions` contient les distributions de taille de SV (intervalle de 100 bp). Les données viennent de [An integrated map of structural variation in 2,504 human genomes](https://www.nature.com/articles/nature15394).
\ No newline at end of file
--
GitLab
From 7f52945daa863b3563fd3352402831314cc2673a Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Thu, 5 Oct 2023 11:24:47 +0200
Subject: [PATCH 05/18] added size sampling
---
bed2vcf.py | 19 +++++++++++++++----
1 file changed, 15 insertions(+), 4 deletions(-)
diff --git a/bed2vcf.py b/bed2vcf.py
index 3e63c2e..be2653f 100644
--- a/bed2vcf.py
+++ b/bed2vcf.py
@@ -1,5 +1,5 @@
import pandas as pd
-import re, random, json
+import re, random, json, os
import numpy as np
from Bio import SeqIO
@@ -79,18 +79,19 @@ def get_seq(vcf_df, bed_df, fa_dict, output_file):
fa_seq = fa_dict[chr]
- alt_seq = fa_seq.seq[start-1:end]
+
ref_seq = fa_seq.seq[start-2]
# DEL
if t == "deletion":
end = get_random_len("DEL")
-
+ alt_seq = fa_seq.seq[start-1:end]
ref = str(ref_seq) + str(alt_seq)
alt = str(ref_seq)
# INS
elif t == "insertion":
+ end = get_random_len("INS")
# générer la séquence insérée
alt_seq = DNA(end-start)
ref = str(ref_seq)
@@ -98,6 +99,8 @@ def get_seq(vcf_df, bed_df, fa_dict, output_file):
# INV
elif t == "inversion":
+ end = get_random_len("INV")
+ alt_seq = fa_seq.seq[start-1:end]
ref = str(ref_seq) + str(alt_seq)
# reverse alternative sequence
alt_seq = reverse(alt_seq)
@@ -106,6 +109,8 @@ def get_seq(vcf_df, bed_df, fa_dict, output_file):
# DUP
# there are 2 duplication types
elif re.search("duplication", t):
+ end = get_random_len("DUP")
+ alt_seq = fa_seq.seq[start-1:end]
# get number of copies (minus 1 since it is already in the genome)
cp = int(sv[4])-1
# make copy of sequence
@@ -119,6 +124,10 @@ def get_seq(vcf_df, bed_df, fa_dict, output_file):
# TRA
# there are 3 translocation types
elif re.search("translocation", t):
+ # TODO choisir la distribution utilisée
+ end = get_random_len("INV")
+ alt_seq = fa_seq.seq[start-1:end]
+
# get information field
infos = sv[4]
# retrieve each info
@@ -205,7 +214,9 @@ def get_seq(vcf_df, bed_df, fa_dict, output_file):
vcf_df["POS"] = vcf_df["POS"] - 1 ### Attention aux translocation avec le nouveau start ?
# output VCF
- vcf_df.to_csv(output_file, sep="\t", header=False, index=False)
+ if not os.path.exists("results"):
+ os.mkdir("results")
+ vcf_df.to_csv("results/" + output_file, sep="\t", header=False, index=False)
--
GitLab
From a6188ba6446483f981a19563d15eb357b2c3757c Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Thu, 5 Oct 2023 15:54:33 +0200
Subject: [PATCH 06/18] partially fixed index error
---
bed2vcf.py | 226 +++++++++++++++++++++--------------------------------
1 file changed, 91 insertions(+), 135 deletions(-)
diff --git a/bed2vcf.py b/bed2vcf.py
index be2653f..3f068b6 100644
--- a/bed2vcf.py
+++ b/bed2vcf.py
@@ -53,7 +53,7 @@ def get_random_len(svtype):
interval = df["size_interval"].iloc[i]
interval = json.loads(interval)
s = np.random.uniform(interval[0], interval[1], 1).round()
- return(s[0])
+ return(int(s[0]))
# get the sequence of each variants in BED
# output file is a VCF
@@ -64,154 +64,110 @@ def get_random_len(svtype):
# bed_def : VISOR BED
# fa_dict : FASTA where variants will be generated
def get_seq(vcf_df, bed_df, fa_dict, output_file):
- # number of variants
+ print(bed_df)
+# number of variants
n = len(vcf_df)
for i in range(n):
- # pour chaque SV du BED
- sv = bed_df.iloc[i]
- # pour récupérer la séquence
- chr = sv[0]
- start = sv[1]
- end = sv[2]
- # le type de SV
- t = sv[3]
-
- fa_seq = fa_dict[chr]
-
-
- ref_seq = fa_seq.seq[start-2]
-
- # DEL
- if t == "deletion":
- end = get_random_len("DEL")
- alt_seq = fa_seq.seq[start-1:end]
- ref = str(ref_seq) + str(alt_seq)
- alt = str(ref_seq)
-
- # INS
- elif t == "insertion":
- end = get_random_len("INS")
- # générer la séquence insérée
- alt_seq = DNA(end-start)
- ref = str(ref_seq)
- alt = str(ref_seq) + str(alt_seq)
-
- # INV
- elif t == "inversion":
- end = get_random_len("INV")
- alt_seq = fa_seq.seq[start-1:end]
- ref = str(ref_seq) + str(alt_seq)
- # reverse alternative sequence
- alt_seq = reverse(alt_seq)
- alt = str(ref_seq) + str(alt_seq)
-
- # DUP
- # there are 2 duplication types
- elif re.search("duplication", t):
- end = get_random_len("DUP")
- alt_seq = fa_seq.seq[start-1:end]
- # get number of copies (minus 1 since it is already in the genome)
- cp = int(sv[4])-1
- # make copy of sequence
- sv_seq = str(alt_seq)*cp
- if t == "inverted tandem duplication":
- # reverse alternative sequence
- sv_seq = reverse(sv_seq)
- ref = str(ref_seq)
- alt = str(ref_seq) + str(sv_seq)
-
- # TRA
- # there are 3 translocation types
- elif re.search("translocation", t):
- # TODO choisir la distribution utilisée
- end = get_random_len("INV")
- alt_seq = fa_seq.seq[start-1:end]
-
- # get information field
- infos = sv[4]
- # retrieve each info
- info = infos.split(":")
- tr_start = int(info[2])
- tr_chr = info[1]
-
- fa_seq2 = fa_dict[tr_chr]
-
- if info[3] == "reverse":
- # reverse alternative sequence
+ sv_info = bed_df.iloc[i]
+ chr_name = sv_info[0]
+ start = sv_info[1]
+ start = start-1 # pour ajuster à l'index python
+ sv_type = sv_info[3]
+
+ fasta_seq = fa_dict[chr_name]
+
+ if sv_type == "deletion":
+ end = start + get_random_len("DEL")
+ ref = str(fasta_seq.seq[start:end])
+ alt = str(fasta_seq.seq[start])
+
+ elif sv_type == "insertion":
+ end = start + get_random_len("INS")
+ alt_seq = DNA(end)
+ ref = str(fasta_seq.seq[start])
+ alt = ref + str(alt_seq)
+
+ elif sv_type == "inversion":
+ end = start + get_random_len("INV")
+ ref = str(fasta_seq.seq[start:end])
+ alt = str(fasta_seq.seq[start]) + reverse(str(fasta_seq.seq[start+1:end]))
+
+ elif re.search("duplication", sv_type):
+ end = start + get_random_len("DUP")
+ ref = str(fasta_seq.seq[start])
+ alt_seq1 = str(fasta_seq.seq[start+1:end])
+ cp = int(sv_info[4])-1
+ # multiplication pour obtenir les copies
+ alt_seq = alt_seq1*cp
+ if sv_type =="inverted tandem duplication":
alt_seq = reverse(alt_seq)
- if t == "translocation cut-paste":
- # cut-paste = INS + DEL
- # DEL at the "cut" (reference) position
- ref = str(ref_seq) + str(alt_seq)
- alt = str(ref_seq)
-
- # dupliquer la ligne pour ajouter une insertion
- # new row
- new_row = vcf_df.iloc[i].tolist()
-
- # récupère le bon chr
- # translocation start
-
-
- new_row[0] = tr_chr
-
- # translocation position
- new_row[1] = tr_start-2 #???
- # INS at the "paste" position
- ref_seq2 = fa_seq2.seq[tr_start-2]
- alt_seq2 = str(ref_seq2) + str(alt_seq)
-
- new_row[3] = ref_seq2
- new_row[4] = alt_seq2
-
- # vcf_df = vcf_df.append(new_row, ignore_index = True)
- vcf_df.loc[len(vcf_df)] = new_row
- # rows_to_add.append(new_sv)
-
- elif t == "reciprocal translocation":
- # à partir de la position de réf
- # translocation 1
- tr_seq = fa_seq.seq[tr_start-1:tr_start+len(alt_seq)]
+ alt = ref + alt_seq
- ref = str(ref_seq) + str(alt_seq)
- alt = str(ref_seq) + str(tr_seq)
+ elif re.search("translocation", sv_type):
+ # TODO choisir la distribution utilisée
+ l = get_random_len("INS")
+ end = start + l
+
+ # informations sur la translocation
+ trans_info = sv_info[4]
+ print(trans_info, type(trans_info))
+ infos = trans_info.split(":")
+ trans_start = int(infos[2])-1
+ trans_end = trans_start + l
+ trans_chr = infos[1]
+
+ # translocation réciproque
+ if sv_type == "reciprocal translocation":
+ ref = str(fasta_seq.seq[start:end])
+ fasta_seq_trans = fa_dict[trans_chr]
+ ref2 = str(fasta_seq_trans.seq[trans_start:trans_end])
+ if infos[3] == "reverse":
+ alt = str(fasta_seq.seq[start]) + reverse(str(fasta_seq_trans.seq[trans_start+1:trans_end]))
+ else :
+ alt = str(fasta_seq.seq[start]) + str(fasta_seq_trans.seq[trans_start+1:trans_end])
+
+ if infos[4] == "reverse":
+ alt2 = str(fasta_seq_trans.seq[trans_start]) + reverse(str(fasta_seq.seq[start+1:end]))
+ else:
+ alt2 = str(fasta_seq_trans.seq[trans_start]) + str(fasta_seq.seq[start+1:end])
+
+ # couper-coller
+ elif sv_type == "translocation cut-paste":
+ # délétion
+ ref = str(fasta_seq.seq[start:end])
+ alt = str(fasta_seq.seq[start])
- # translocation 2
- # Ã partir de la position de alt
- ref_tr_seq = fa_seq2.seq[tr_start-2]
- ref_seq2 = str(ref_tr_seq) + str(tr_seq)
-
- if info[4] == "reverse":
- # reverse alternative sequence
- alt_seq = reverse(alt_seq)
-
- alt_seq2 = str(ref_tr_seq) + str(alt_seq)
- # new row
- new_row = vcf_df.iloc[i].tolist()
- new_row[0] = tr_chr
- new_row[1] = tr_start-2 #???
- new_row[3] = ref_seq2
- new_row[4] = alt_seq2
-
- # vcf_df = vcf_df.append(new_row, ignore_index = True)
- vcf_df.loc[len(vcf_df)] = new_row
-
- else :
- ref_seq = fa_seq2.seq[tr_start-2]
- ref = str(ref_seq)
-
- alt = str(ref_seq) + str(alt_seq)
+ # insertion
+ ref2 = str(fasta_seq_trans.seq[trans_start])
+ if infos[3] == "reverse":
+ alt2 = ref2 + reverse(str(fasta_seq.seq[start+1:end]))
+ else :
+ alt2 = ref2 + str(fasta_seq.seq[start+1:end])
+
+ # copier-coller
+ else:
+ ref = str(fasta_seq.seq[start])
+ alt = vcf_df["ALT"].iloc[i]
+
+ ref2 = str(fasta_seq_trans.seq[trans_start])
+ alt2 = ref2 + str(fasta_seq.seq[start+1:end])
- set_ref_alt(ref, alt, i, vcf_df)
+ # new_vcf_var = vcf_df.iloc[i].tolist()
+ # new_vcf_var[0] = trans_chr
+ # new_vcf_var[1] = trans_start
+ # new_vcf_var[3] = ref2
+ # new_vcf_var[4] = alt2
+
+ set_ref_alt(ref, alt, i, vcf_df)
# remove unnecessary columns for VCF
vcf_df["ID"] = "."
# adjust variant start position to include reference
- vcf_df["POS"] = vcf_df["POS"] - 1 ### Attention aux translocation avec le nouveau start ?
+ # vcf_df["POS"] = vcf_df["POS"] - 1 ### Attention aux translocation avec le nouveau start ?
# output VCF
if not os.path.exists("results"):
--
GitLab
From 9c244d6e73c621909cc0e0c08a1f39459c914a6f Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Thu, 5 Oct 2023 15:55:02 +0200
Subject: [PATCH 07/18] remove now unecessary length parameter
---
fusion.py | 4 ++--
1 file changed, 2 insertions(+), 2 deletions(-)
diff --git a/fusion.py b/fusion.py
index d0874e6..fbd2de9 100644
--- a/fusion.py
+++ b/fusion.py
@@ -19,12 +19,12 @@ def read_BED(input_file):
df = pd.read_table(input_file, header=None, names=colnames)
return(df)
-def replace_bed_col(input_BED, input_VCF, len_SV):
+def replace_bed_col(input_BED, input_VCF):
vcf = read_vcf(input_VCF)
bed = read_BED(input_BED)
if len(bed) == len(vcf):
bed["chr"] = vcf["CHROM"]
bed["start"] = vcf["POS"]
# piocher dans une distribution de taille de SV --> modéliser sur la distrib humain, etc
- bed["end"] = vcf["POS"] + len_SV
+ # bed["end"] = vcf["POS"] + len_SV
return(bed)
\ No newline at end of file
--
GitLab
From 639a84408403b9e9ce602836e537b5d8267d2d69 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Thu, 5 Oct 2023 16:08:32 +0200
Subject: [PATCH 08/18] fixed index, added 2nd part of translocation
---
bed2vcf.py | 13 +++++++------
1 file changed, 7 insertions(+), 6 deletions(-)
diff --git a/bed2vcf.py b/bed2vcf.py
index 3f068b6..3f76d2c 100644
--- a/bed2vcf.py
+++ b/bed2vcf.py
@@ -155,12 +155,13 @@ def get_seq(vcf_df, bed_df, fa_dict, output_file):
ref2 = str(fasta_seq_trans.seq[trans_start])
alt2 = ref2 + str(fasta_seq.seq[start+1:end])
- # new_vcf_var = vcf_df.iloc[i].tolist()
- # new_vcf_var[0] = trans_chr
- # new_vcf_var[1] = trans_start
- # new_vcf_var[3] = ref2
- # new_vcf_var[4] = alt2
-
+ new_vcf_var = vcf_df.iloc[i].tolist()
+ new_vcf_var[0] = trans_chr
+ new_vcf_var[1] = trans_start+1
+ new_vcf_var[3] = ref2
+ new_vcf_var[4] = alt2
+ vcf_df.loc[len(vcf_df)] = new_vcf_var
+
set_ref_alt(ref, alt, i, vcf_df)
# remove unnecessary columns for VCF
--
GitLab
From 6cc48cb784e154989a6d31d9e44ee7ef6b783613 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Thu, 5 Oct 2023 16:52:15 +0200
Subject: [PATCH 09/18] test script
---
main.py | 26 +++++++++++++-------------
1 file changed, 13 insertions(+), 13 deletions(-)
diff --git a/main.py b/main.py
index 92ae4f7..0b47c0f 100644
--- a/main.py
+++ b/main.py
@@ -3,28 +3,28 @@ from fusion import *
from tree_generation import msprime_vcf
## n : length of variant
-def main(bed, vcf, fasta, n, output_file):
+def main(bed, vcf, fasta, output_file):
- bed_df = replace_bed_col(bed, vcf, n)
+ bed_df = replace_bed_col(bed, vcf)
vcf_df=read_vcf(vcf)
fa = read_fa(fasta)
get_seq(vcf_df, bed_df, fa, output_file)
-# bed = "mini_random.bed"
-# vcf = "output.vcf"
-# fasta = "ztIPO323.chr8.fasta"
+bed = "test/mini_random.bed"
+vcf = "test/output.vcf"
+fasta = "/home/sukanya/tests/02_data/hackathon_Ztritici/CHR8/ztIPO323.chr8.fasta"
# n = 200
-# output_file="60_tritici.vcf"
-
+output_file="60_tritici.vcf"
+main(bed, vcf, fasta, output_file)
### generate msprime population VCF
-fai = "ztIPO323.chr8.fasta.fai"
+# fai = "ztIPO323.chr8.fasta.fai"
-## samtools FAI
-## population size
-## mutation rate
-## sample size
-msprime_vcf(fai, 5000, 1e-8, 60)
\ No newline at end of file
+# ## samtools FAI
+# ## population size
+# ## mutation rate
+# ## sample size
+# msprime_vcf(fai, 5000, 1e-8, 60)
\ No newline at end of file
--
GitLab
From 626c23c0a97553538bfac61e843a7507c4b4cf72 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Thu, 5 Oct 2023 16:52:27 +0200
Subject: [PATCH 10/18] commands for vg
---
random_bed.sh | 25 +++++++++++++++++++++----
1 file changed, 21 insertions(+), 4 deletions(-)
diff --git a/random_bed.sh b/random_bed.sh
index be0f8e6..bb9cf61 100644
--- a/random_bed.sh
+++ b/random_bed.sh
@@ -1,6 +1,23 @@
-# create random BED
+### create random BED
-refFAI="ztIPO323.chr8.fasta.fai"
+# refFAI="ztIPO323.chr8.fasta.fai"
-cut -f1,2 $refFAI > chrom.dim.tsv
-Rscript randomregion.r -d chrom.dim.tsv -n 2638 -v 'deletion,inversion,inverted tandem duplication,translocation copy-paste,reciprocal translocation' -r '40:20:20:10:10' | sortBed > HACk.random.bed
\ No newline at end of file
+# cut -f1,2 $refFAI > chrom.dim.tsv
+# Rscript randomregion.r -d chrom.dim.tsv -n 2638 -v 'deletion,inversion,inverted tandem duplication,translocation copy-paste,reciprocal translocation' -r '40:20:20:10:10' | sortBed > HACk.random.bed
+
+
+### vg construct
+IMG="/home/sukanya/singularity/builddir/vg_v1.51.0.sif"
+REF="/home/sukanya/tests/02_data/hackathon_Ztritici/CHR8/ztIPO323.chr8.fasta"
+VCF="/home/sukanya/repos/00_to_forgemia/msprime_VISOR_fusionVCF/results/60_tritici.vcf"
+
+# $IMG vg construct -r $REF -v $VCF -S -f -m 250000000 -a >test/test.vg
+$IMG vg construct -r $REF -v $VCF -S -f -m 250000000 >test/test.vg
+
+# # $IMG vg convert
+# $IMG vg paths -F -v test/test.vg >test/test.fasta
+# $IMG vg paths -E -x test/test.vg
+
+$IMG vg convert -f test/test.vg > test/test.gfa
+
+# $IMG vg deconstruct -p chr_8 test/test.gfa > test/test.vcf
\ No newline at end of file
--
GitLab
From b752fba6f5430d9ded3421dc8fe909ed159ce235 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Fri, 6 Oct 2023 10:42:56 +0200
Subject: [PATCH 11/18] added list of VISOR variants type
---
visor_sv_type.yaml | 21 +++++++++++++++++++++
1 file changed, 21 insertions(+)
create mode 100644 visor_sv_type.yaml
diff --git a/visor_sv_type.yaml b/visor_sv_type.yaml
new file mode 100644
index 0000000..42a8075
--- /dev/null
+++ b/visor_sv_type.yaml
@@ -0,0 +1,21 @@
+# possiblevariants<-c('deletion', 'insertion', 'inversion', 'tandem duplication', 'inverted tandem duplication', 'translocation copy-paste',
+# 'translocation cut-paste' , 'reciprocal translocation', 'SNP', 'MNP', 'tandem repeat contraction',
+# 'tandem repeat expansion', 'perfect tandem repetition', 'approximate tandem repetition')
+
+# type de SV
+# pourcentage (sur le nombre de SV)
+# --> récupérer sous forme de dictionnaire ? à convertir en str pour le script randomregion.r
+deletion: 0
+insertion: 0
+inversion: 0
+tandem duplication: 0
+inverted tandem duplication: 0
+translocation copy-paste: 0
+translocation cut-paste : 0
+reciprocal translocation: 0
+SNP: 0
+MNP: 0
+tandem repeat contraction: 0
+tandem repeat expansion: 0
+perfect tandem repetition: 0
+approximate tandem repetition: 0
\ No newline at end of file
--
GitLab
From 5ac8dd657c61af58cdb17eed5a4f38b5298df2e8 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Fri, 6 Oct 2023 16:13:25 +0200
Subject: [PATCH 12/18] add header to final vcf
---
bed2vcf.py | 6 +-----
fusion.py | 20 ++++++++++++++++----
2 files changed, 17 insertions(+), 9 deletions(-)
diff --git a/bed2vcf.py b/bed2vcf.py
index 3f76d2c..3e02441 100644
--- a/bed2vcf.py
+++ b/bed2vcf.py
@@ -173,8 +173,4 @@ def get_seq(vcf_df, bed_df, fa_dict, output_file):
# output VCF
if not os.path.exists("results"):
os.mkdir("results")
- vcf_df.to_csv("results/" + output_file, sep="\t", header=False, index=False)
-
-
-
-# vcf_header="##source=VISOR BED to VCF\n#CHROM\tPOS\tID\tREF\tALT\tQUAL\tFILTER\tINFO\tFORMAT\tSAMPLE"
\ No newline at end of file
+ vcf_df.to_csv("results/" + output_file, sep="\t", header=False, index=False)
\ No newline at end of file
diff --git a/fusion.py b/fusion.py
index fbd2de9..ea0696c 100644
--- a/fusion.py
+++ b/fusion.py
@@ -1,13 +1,21 @@
# fusionner le VCF de msprime (position, génotype) et le BED de VISOR
# pour obtenir un BED avec tous les variants
# récupérer les variants et les génotypes msprime
-import io
+import io, os, shutil
import pandas as pd
def read_vcf(input_file):
with open(input_file, "r") as txt:
t = txt.read()
txt.close()
+
+ # write header for later
+ if not os.path.exists("results"):
+ os.mkdir("results")
+ f = open("results/vcf_header.txt", "w")
+ f.write(''.join(t.splitlines(keepends=True)[:6]))
+ f.close()
+
# remove VCF header for dataframe
t = ''.join(t.splitlines(keepends=True)[5:])
df = pd.read_table(io.StringIO(t))
@@ -25,6 +33,10 @@ def replace_bed_col(input_BED, input_VCF):
if len(bed) == len(vcf):
bed["chr"] = vcf["CHROM"]
bed["start"] = vcf["POS"]
- # piocher dans une distribution de taille de SV --> modéliser sur la distrib humain, etc
- # bed["end"] = vcf["POS"] + len_SV
- return(bed)
\ No newline at end of file
+ return(bed)
+
+def merge_final_vcf(header_file, content_file, merged_file):
+ with open(merged_file, 'wb') as outfile:
+ for filename in [header_file, content_file]:
+ with open(filename, 'rb') as infile:
+ shutil.copyfileobj(infile, outfile)
\ No newline at end of file
--
GitLab
From 4b3fe82559ae153e0a4a10b27a1d68311035d03b Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Fri, 6 Oct 2023 16:13:47 +0200
Subject: [PATCH 13/18] cleanup random bed cmd
---
random_bed.sh | 23 +++--------------------
1 file changed, 3 insertions(+), 20 deletions(-)
diff --git a/random_bed.sh b/random_bed.sh
index bb9cf61..be169a3 100644
--- a/random_bed.sh
+++ b/random_bed.sh
@@ -1,23 +1,6 @@
### create random BED
-# refFAI="ztIPO323.chr8.fasta.fai"
+refFAI="ztIPO323.chr8.fasta.fai"
-# cut -f1,2 $refFAI > chrom.dim.tsv
-# Rscript randomregion.r -d chrom.dim.tsv -n 2638 -v 'deletion,inversion,inverted tandem duplication,translocation copy-paste,reciprocal translocation' -r '40:20:20:10:10' | sortBed > HACk.random.bed
-
-
-### vg construct
-IMG="/home/sukanya/singularity/builddir/vg_v1.51.0.sif"
-REF="/home/sukanya/tests/02_data/hackathon_Ztritici/CHR8/ztIPO323.chr8.fasta"
-VCF="/home/sukanya/repos/00_to_forgemia/msprime_VISOR_fusionVCF/results/60_tritici.vcf"
-
-# $IMG vg construct -r $REF -v $VCF -S -f -m 250000000 -a >test/test.vg
-$IMG vg construct -r $REF -v $VCF -S -f -m 250000000 >test/test.vg
-
-# # $IMG vg convert
-# $IMG vg paths -F -v test/test.vg >test/test.fasta
-# $IMG vg paths -E -x test/test.vg
-
-$IMG vg convert -f test/test.vg > test/test.gfa
-
-# $IMG vg deconstruct -p chr_8 test/test.gfa > test/test.vcf
\ No newline at end of file
+cut -f1,2 $refFAI > chrom.dim.tsv
+Rscript randomregion.r -d chrom.dim.tsv -n 2638 -v 'deletion,inversion,inverted tandem duplication,translocation copy-paste,reciprocal translocation' -r '40:20:20:10:10' | sortBed > HACk.random.bed
\ No newline at end of file
--
GitLab
From 0972b23e253d6b21e11242a63ad6da3066626e3f Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Tue, 10 Oct 2023 09:02:26 +0200
Subject: [PATCH 14/18] clean up sv length sampling
---
bed2vcf.py | 33 +++++++++-------------------
sv_distributions/size_distribINV.tsv | 3 +++
2 files changed, 13 insertions(+), 23 deletions(-)
create mode 100644 sv_distributions/size_distribINV.tsv
diff --git a/bed2vcf.py b/bed2vcf.py
index 3e02441..4e823ef 100644
--- a/bed2vcf.py
+++ b/bed2vcf.py
@@ -35,24 +35,14 @@ def set_ref_alt(ref, alt, row, vcf_df):
vcf_df.at[row, "ALT"] = alt
def get_random_len(svtype):
- # INV
- if svtype == "INV":
- rng = np.random.default_rng()
- r = rng.random()
- if r > 0.17:
- s = np.random.uniform(250, 6000,1).round()
- else:
- s = np.random.uniform(6000, 45000,1).round()
- #Â INS, DEL, DUP, CNV
- else:
- df = pd.read_csv("sv_distributions/size_distrib" + svtype + ".tsv", sep="\t")
- pb = df["pb"].tolist()
- li = np.random.multinomial(1, pb)
- for i in range(len(li)):
- if li[i] != 0:
- interval = df["size_interval"].iloc[i]
- interval = json.loads(interval)
- s = np.random.uniform(interval[0], interval[1], 1).round()
+ #Â INS, DEL, DUP, CNV, INV
+ df = pd.read_csv("sv_distributions/size_distrib" + svtype + ".tsv", sep="\t")
+ pb = df["pb"].tolist()
+ li = np.random.multinomial(1, pb)
+ i = np.argmax(li)
+ interval = df["size_interval"].iloc[i]
+ interval = json.loads(interval)
+ s = np.random.uniform(interval[0], interval[1], 1).round()
return(int(s[0]))
# get the sequence of each variants in BED
@@ -166,11 +156,8 @@ def get_seq(vcf_df, bed_df, fa_dict, output_file):
# remove unnecessary columns for VCF
vcf_df["ID"] = "."
-
- # adjust variant start position to include reference
- # vcf_df["POS"] = vcf_df["POS"] - 1 ### Attention aux translocation avec le nouveau start ?
-
+ vcf_df["QUAL"] = 99
# output VCF
if not os.path.exists("results"):
os.mkdir("results")
- vcf_df.to_csv("results/" + output_file, sep="\t", header=False, index=False)
\ No newline at end of file
+ vcf_df.to_csv("results/" + output_file + ".vcf", sep="\t", header=False, index=False)
\ No newline at end of file
diff --git a/sv_distributions/size_distribINV.tsv b/sv_distributions/size_distribINV.tsv
new file mode 100644
index 0000000..4f5ccb9
--- /dev/null
+++ b/sv_distributions/size_distribINV.tsv
@@ -0,0 +1,3 @@
+size_interval pb
+[250.0, 6000.0] 0.83
+[6000.0, 50200.0] 0.17
\ No newline at end of file
--
GitLab
From 1633c7fa58c4aaa652643c184357e65003ef8601 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Tue, 10 Oct 2023 09:02:52 +0200
Subject: [PATCH 15/18] added header to final vcf
---
main.py | 8 ++++++--
1 file changed, 6 insertions(+), 2 deletions(-)
diff --git a/main.py b/main.py
index 0b47c0f..82e2713 100644
--- a/main.py
+++ b/main.py
@@ -15,11 +15,15 @@ def main(bed, vcf, fasta, output_file):
bed = "test/mini_random.bed"
vcf = "test/output.vcf"
fasta = "/home/sukanya/tests/02_data/hackathon_Ztritici/CHR8/ztIPO323.chr8.fasta"
-# n = 200
-output_file="60_tritici.vcf"
+output_file="tritici_test"
main(bed, vcf, fasta, output_file)
+header_file="results/vcf_header.txt"
+content_file = "results/" + output_file + ".vcf"
+merged_file="results/" + output_file + "_final.vcf"
+merge_final_vcf(header_file, content_file, merged_file)
+
### generate msprime population VCF
# fai = "ztIPO323.chr8.fasta.fai"
--
GitLab
From b427a04b756baf2cb23d6c6b838b15163ab04418 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Tue, 10 Oct 2023 09:03:35 +0200
Subject: [PATCH 16/18] keep record of all sv type possible with visor
---
visor_sv_type.yaml | 10 +++++-----
1 file changed, 5 insertions(+), 5 deletions(-)
diff --git a/visor_sv_type.yaml b/visor_sv_type.yaml
index 42a8075..5aafc79 100644
--- a/visor_sv_type.yaml
+++ b/visor_sv_type.yaml
@@ -14,8 +14,8 @@ translocation copy-paste: 0
translocation cut-paste : 0
reciprocal translocation: 0
SNP: 0
-MNP: 0
-tandem repeat contraction: 0
-tandem repeat expansion: 0
-perfect tandem repetition: 0
-approximate tandem repetition: 0
\ No newline at end of file
+# MNP: 0
+# tandem repeat contraction: 0
+# tandem repeat expansion: 0
+# perfect tandem repetition: 0
+# approximate tandem repetition: 0
\ No newline at end of file
--
GitLab
From 9a46f300caccb946e64d339ab7d62f31dbebd680 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Tue, 10 Oct 2023 09:08:29 +0200
Subject: [PATCH 17/18] sequence to uppercase
---
bed2vcf.py | 4 ++--
1 file changed, 2 insertions(+), 2 deletions(-)
diff --git a/bed2vcf.py b/bed2vcf.py
index 4e823ef..13d59ad 100644
--- a/bed2vcf.py
+++ b/bed2vcf.py
@@ -65,7 +65,7 @@ def get_seq(vcf_df, bed_df, fa_dict, output_file):
start = start-1 # pour ajuster à l'index python
sv_type = sv_info[3]
- fasta_seq = fa_dict[chr_name]
+ fasta_seq = fa_dict[chr_name].upper()
if sv_type == "deletion":
end = start + get_random_len("DEL")
@@ -111,7 +111,7 @@ def get_seq(vcf_df, bed_df, fa_dict, output_file):
# translocation réciproque
if sv_type == "reciprocal translocation":
ref = str(fasta_seq.seq[start:end])
- fasta_seq_trans = fa_dict[trans_chr]
+ fasta_seq_trans = fa_dict[trans_chr].upper()
ref2 = str(fasta_seq_trans.seq[trans_start:trans_end])
if infos[3] == "reverse":
--
GitLab
From 81fc206517bc34629cb8cfc4ad65a55b3b8036a0 Mon Sep 17 00:00:00 2001
From: "sukanya.denni" <sukanya.denni@inrae.fr>
Date: Tue, 10 Oct 2023 09:10:18 +0200
Subject: [PATCH 18/18] clean up
---
.gitignore | 3 ---
1 file changed, 3 deletions(-)
diff --git a/.gitignore b/.gitignore
index 91c1711..f7f2ef4 100644
--- a/.gitignore
+++ b/.gitignore
@@ -48,9 +48,6 @@
#!*.txt
!*.yml
!*.yaml
-!Snakefile
-!*.smk
-!slurm_logs/
# 3) add a pattern to track the file patterns of section2 even if they are in
# subdirectories
--
GitLab