Mercurial > repos > jeremyjliu > region_motif_enrichment
view region_motif_intersect.r @ 5:4803f5186f1a draft default tip
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author | jeremyjliu |
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date | Tue, 26 May 2015 12:44:08 -0400 |
parents | cab2db9d058b |
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# 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")