- add IsolateCanonicalVariant.R
- remove variables used to check and install dependencies
This commit is contained in:
Deepankar Chakroborty 2020-07-29 15:00:48 +03:00
parent b35647d0df
commit a1a6dd9dcf
3 changed files with 77 additions and 1 deletions

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IsolateCanonicalVariant.R Normal file
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# #<---------------------------->
# # Please include this section when distributing and/or using this code.
# # Please read and abide by the terms of the included LICENSE
# #
# # Author : Deepankar Chakroborty (https://gitlab.utu.fi/deecha)
# # Report issues: https://gitlab.utu.fi/deecha/shared_scripts/-/issues
# # License: https://gitlab.utu.fi/deecha/shared_scripts/-/blob/master/LICENSE
# #
# # PURPOSE:
# # From a given vector of annotations for a particular DNA change
# # this function selects the canonical variant (if present)
# # by cross referencing the MANE Select and RefSeq Select sets.
# #
# # Logic flow:
# # - If there is only one annotation; that is selected
# # - If canonical transcript is not found in MANE Select + RefSeq select
# # or a matching transcript ID is not found in the annotation then;
# # The mutation with to the the highest position (residue number) is selected.
# # - If a match for canonical isoform is found then;
# # that particular mutation is selected
# #
# #<---------------------------->
# Installing dependencies
dependencies <- c("stringi", "doParallel")
missing_packages <- dependencies[!(dependencies %in% installed.packages()[, "Package"])]
if(length(missing_packages)) install.packages(missing_packages)
rm(missing_packages,dependencies)
IsolateCanonicalVariant <- function (AAchangeAnnotations){
library(doParallel)
#--- Change to master when ready
# importing resources
refseq <- readRDS(url("https://gitlab.utu.fi/deecha/shared_scripts/-/raw/develop/asset/RefSeqSelect_Gene_Transcript.RDS"),"rb")
source("https://gitlab.utu.fi/deecha/shared_scripts/-/raw/master/MutSiteFind.R")
# initializing cluster
myCluster <- makeCluster(parallel::detectCores(), type = "FORK",useXDR=F,.combine=cbind); registerDoParallel(myCluster);print(myCluster)
file.create("log.txt")
message(paste0("Logging processed mutations at: ",getwd(),"/log.txt"))
# computation
results <- foreach(MutInfo = AAchangeAnnotations,.combine = c) %dopar% {
GENE <- can.isoform <- l <- l2 <- NA
l=unique(unlist(stringi::stri_split_fixed( str = MutInfo, pattern = ","),use.names = F,recursive = F))
if(length(l)==1){
l2 <- unlist(stringi::stri_split_fixed( str = l, pattern = ":"),use.names = F,recursive = F)
MUTATION <- stringi::stri_replace_first_fixed(str = l2[stringi::stri_detect_regex(str = l2, use.names = F, pattern = "^p\\.")],pattern = "p.",replacement = "")
} else {
GENE <- stringi::stri_sub(str = l[1],from = 1,to = stringi::stri_locate_first_fixed(str = l[1],pattern = ":")[,"end"]-1)
can.isoform <- refseq$transcript_accession[refseq$gene_id==GENE]
if(length(can.isoform)==0 | !any(stringi::stri_detect_fixed(str = l,pattern = can.isoform))){
# Canonical isoform not found in RefSeq, or Match for Canonical isoform not found in AAchangeAnnotations
l2 <- unlist(stringi::stri_split_fixed( str = l, pattern = ":"),use.names = F,recursive = F)
l3 <- stringi::stri_replace_all_fixed(str = l2[stringi::stri_startswith_fixed(str = l2,"p.")],pattern = "p.",replacement = "")
MUTATION <- l3[which.max(MutSiteFind(l3))]
} else {
# Canonical isoform found
l=l[grep(can.isoform,l)]
l2 <- unlist(stringi::stri_split_fixed( str = l, pattern = ":"),use.names = F,recursive = F)
MUTATION <- stringi::stri_replace_first_fixed(str = l2[stringi::stri_detect_regex(str = l2, use.names = F, pattern = "^p\\.")],pattern = "p.",replacement = "")
}
}
if(length(MUTATION)==0){
MUTATION <- NA
}
cat(paste(MUTATION,"\n"),file="log.txt", append=T)
return(MUTATION)
}
stopCluster(myCluster)
return(results)
}