Mercurial > repos > jeremyjliu > region_motif_enrichment
diff region_motif_intersect.r @ 3:cab2db9d058b draft
Uploaded
author | jeremyjliu |
---|---|
date | Sat, 16 May 2015 22:35:26 -0400 |
parents | |
children |
line wrap: on
line diff
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/region_motif_intersect.r Sat May 16 22:35:26 2015 -0400 @@ -0,0 +1,88 @@ +# Name: region_motif_intersect.r +# Description: Takes a bed file of target regions and counts intersections +# of each motif (in separately installed tabix database) and target regions. +# Author: Jeremy Liu +# Email: jeremy.liu@yale.edu +# Date: 15/02/11 +# Note: This script can be invoked with the following command +# R --slave --vanilla -f ./region_motif_intersect.r --args <db_bgz> <db_tbi> <inbed> <outtab> +# Dependencies: region_motif_data_manager, Rsamtools + +# Auxiliary function to concatenate multiple strings +concat <- function(...) { + input_list <- list(...) + return(paste(input_list, sep="", collapse="")) +} + +# Retrive motif database path +args <- commandArgs() +motifDB_bgz = unlist(strsplit(args[7], ','))[1] # Handles duplicate entries in data table +motifDB_tbi = unlist(strsplit(args[8], ','))[1] # Just takes the first one + +# Set input and reference files, comment to toggle commmand line arguments +inBed = args[9] +outTab = args[10] + +# Auxiliary function to read in BED file +read_bed <- function(file) { + return(read.table(file, sep="\t", stringsAsFactors=FALSE)) +} + +startTime = Sys.time() +cat("Running ... Started at:", format(startTime, "%a %b %d %X %Y"), "...\n") + +# Load dependencies +cat("Loading dependencies...\n") +suppressPackageStartupMessages(library(Rsamtools, quietly=TRUE)) # NEED TO HANDLE INSTALLATION + +# Initializing hash table (as env) with motif names and loading tabix file +cat("Loading motif database and initializing hash table...\n") +motifTable = new.env() +motifTbx <- TabixFile(motifDB_bgz) + +# Loading input bed file, convert integer columns to numeric, name columns +cat("Loading region file...\n") +regionsDF = read_bed(inBed) +dfTemp = sapply(regionsDF, is.integer) +regionsDF[dfTemp] = lapply(regionsDF[dfTemp], as.numeric) +names(regionsDF)[names(regionsDF) == "V1"] = "chr" +names(regionsDF)[names(regionsDF) == "V2"] = "start" +names(regionsDF)[names(regionsDF) == "V3"] = "end" + +# Filtering regions to exclude chromosomes not in motif database +cat("Determining intersection counts...\n") +motifTbxChrs = seqnamesTabix(motifTbx) +regionsDFFilter = subset(regionsDF, chr %in% motifTbxChrs) + +# Loading regions into GRanges object and scanning motif tabix database +# Region end is incremented by 1 since scanTabix querying is inclusive for +# position start but exclusive for position end. +param = GRanges(regionsDFFilter$chr, IRanges(regionsDFFilter$start, + end=regionsDFFilter$end + 1)) +regionsIntersects = scanTabix(motifTbx, param=param) + +# Parsing result list and updating motif count hash table +cat("Parsing result list...\n") +for(regionIntersects in regionsIntersects) { + for(regionIntersect in strsplit(regionIntersects, " ")) { + intersectMotif = strsplit(regionIntersect, "\t")[[1]][4] + if(is.null(motifTable[[intersectMotif]])) { + motifTable[[intersectMotif]] = 1 + } else { + motifTable[[intersectMotif]] = motifTable[[intersectMotif]] + 1 + } + } +} + +# Converting motif count hash table to an integer vector for output +counts = integer(length = length(ls(motifTable))) +names(counts) = ls(motifTable) +for(motifName in ls(motifTable)) { + counts[motifName] = as.integer(motifTable[[motifName]]) +} + +# Outputting intersection counts to tab delineated file +cat("Outputting to file...\n") +write.table(counts, outTab, quote=FALSE, sep="\t", row.names=TRUE, col.names=FALSE) +cat("Done. Job started at:", format(startTime, "%a %b %d %X %Y."), + "Job ended at:", format(Sys.time(), "%a %b %d %X %Y."), "\n")