giant_limma_analysis: src/LIMMAscriptV4.R annotate

annotate src/LIMMAscriptV4.R @ 2:3dc31e252649 draft default tip

"planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit 89b7d0e8812f53222691cffe29bd48be6519829d"

author	vandelj
date	Fri, 25 Sep 2020 08:52:08 +0000
parents	f274c8d45613
children

rev	line source
0 f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	1 # A command-line interface for LIMMA to use with Galaxy
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	2 # written by Jimmy Vandel
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	3 # one of these arguments is required:
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	4 #
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	5 #
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	6 initial.options <- commandArgs(trailingOnly = FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	7 file.arg.name <- "--file="
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	8 script.name <- sub(file.arg.name, "", initial.options[grep(file.arg.name, initial.options)])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	9 script.basename <- dirname(script.name)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	10 source(file.path(script.basename, "utils.R"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	11 source(file.path(script.basename, "getopt.R"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	12
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	13 #addComment("Welcome R!")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	14
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	15 # setup R error handling to go to stderr
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	16 options( show.error.messages=F, error = function () { cat(geterrmessage(), file=stderr() ); q( "no", 1, F ) } )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	17
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	18 # we need that to not crash galaxy with an UTF8 error on German LC settings.
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	19 loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	20 loc <- Sys.setlocale("LC_NUMERIC", "C")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	21
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	22 #get starting time
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	23 start.time <- Sys.time()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	24
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	25 options(stringAsfactors = FALSE, useFancyQuotes = FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	26 args <- commandArgs()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	27
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	28 # get options, using the spec as defined by the enclosed list.
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	29 # we read the options from the default: commandArgs(TRUE).
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	30 spec <- matrix(c(
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	31 "dataFile", "i", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	32 "factorInfo","a", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	33 "blockingInfo","b", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	34 "dicoRenaming","g",1,"character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	35 "blockingPolicy","u", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	36 "fdrThreshold","t", 1, "double",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	37 "thresholdFC","d", 1, "double",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	38 "format", "f", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	39 "histo","h", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	40 "volcano","v", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	41 "factorsContrast","r", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	42 "contrastNames","p", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	43 "firstGroupContrast","m", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	44 "secondGroupContrast","n", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	45 "controlGroups","c", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	46 "fratioFile","s",1,"character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	47 "organismID","x",1,"character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	48 "rowNameType","y",1,"character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	49 "quiet", "q", 0, "logical",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	50 "log", "l", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	51 "outputFile" , "o", 1, "character",
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	52 "outputDfFile" , "z", 1, "character"),
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	53 byrow=TRUE, ncol=4)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	54 opt <- getopt(spec)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	55
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	56 # enforce the following required arguments
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	57 if (is.null(opt$log)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	58 addComment("[ERROR]'log file' is required\n")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	59 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	60 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	61 addComment("[INFO]Start of R script",T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	62 if (is.null(opt$dataFile)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	63 addComment("[ERROR]'dataFile' is required",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	64 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	65 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	66 if (!is.null(opt$blockingInfo) && is.null(opt$blockingPolicy) ) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	67 addComment("[ERROR]blocking policy is missing",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	68 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	69 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	70 if (is.null(opt$dicoRenaming)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	71 addComment("[ERROR]renaming dictionnary is missing",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	72 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	73 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	74 if (is.null(opt$factorsContrast)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	75 addComment("[ERROR]factor informations are missing",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	76 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	77 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	78 if (length(opt$firstGroupContrast)!=length(opt$secondGroupContrast)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	79 addComment("[ERROR]some contrast groups seems to be empty",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	80 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	81 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	82 if (is.null(opt$factorInfo)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	83 addComment("[ERROR]factors info is missing",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	84 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	85 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	86 if (is.null(opt$format)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	87 addComment("[ERROR]'output format' is required",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	88 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	89 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	90 if (is.null(opt$fdrThreshold)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	91 addComment("[ERROR]'FDR threshold' is required",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	92 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	93 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	94 if (is.null(opt$outputFile) \|\| is.null(opt$outputDfFile)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	95 addComment("[ERROR]'output files' are required",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	96 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	97 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	98 if (is.null(opt$thresholdFC)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	99 addComment("[ERROR]'FC threshold' is required",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	100 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	101 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	102 if (is.null(opt$fratioFile)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	103 addComment("[ERROR]F-ratio parameter is missing",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	104 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	105 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	106
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	107 #demande si le script sera bavard
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	108 verbose <- if (is.null(opt$quiet)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	109 TRUE
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	110 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	111 FALSE
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	112 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	113
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	114 #paramètres internes
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	115 #pour savoir si on remplace les FC calculés par LIMMA par un calcul du LS-MEAN (ie moyenne de moyennes de chaque groupe dans chaque terme du contraste plutôt qu'une moyenne globale dans chaque terme)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	116 useLSmean=FALSE
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	117
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	118 addComment("[INFO]Parameters checked!",T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	119
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	120 addComment(c("[INFO]Working directory: ",getwd()),TRUE,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	121 addComment(c("[INFO]Command line: ",args),TRUE,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	122
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	123 #directory for plots
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	124 dir.create(file.path(getwd(), "plotDir"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	125 dir.create(file.path(getwd(), "plotLyDir"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	126
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	127 #charge des packages silencieusement
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	128 suppressPackageStartupMessages({
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	129 library("methods")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	130 library("limma")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	131 library("biomaRt")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	132 library("ggplot2")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	133 library("plotly")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	134 library("stringr")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	135 library("RColorBrewer")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	136 })
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	137
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	138
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	139 #chargement du fichier dictionnaire de renommage
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	140 renamingDico=read.csv(file=file.path(getwd(), opt$dicoRenaming),header=F,sep="\t",colClasses="character")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	141 rownames(renamingDico)=renamingDico[,2]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	142
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	143
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	144 #chargement des fichiers en entrée
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	145 expDataMatrix=read.csv(file=file.path(getwd(), opt$dataFile),header=F,sep="\t",colClasses="character")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	146 #remove first row to convert it as colnames (to avoid X before colnames with header=T)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	147 colNamesData=expDataMatrix[1,-1]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	148 expDataMatrix=expDataMatrix[-1,]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	149 #remove first colum to convert it as rownames
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	150 rowNamesData=expDataMatrix[,1]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	151 expDataMatrix=expDataMatrix[,-1]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	152 if(is.data.frame(expDataMatrix)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	153 expDataMatrix=data.matrix(expDataMatrix)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	154 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	155 expDataMatrix=data.matrix(as.numeric(expDataMatrix))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	156 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	157 dimnames(expDataMatrix)=list(rowNamesData,colNamesData)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	158
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	159 #test the number of rows that are constant in dataMatrix
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	160 nbConstantRows=length(which(unlist(apply(expDataMatrix,1,var))==0))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	161 if(nbConstantRows>0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	162 addComment(c("[WARNING]",nbConstantRows,"rows are constant across conditions in input data file"),T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	163 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	164
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	165 #test if all condition names are present in dico
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	166 if(!all(colnames(expDataMatrix) %in% rownames(renamingDico))){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	167 addComment("[ERROR]Missing condition names in renaming dictionary",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	168 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	169 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	170
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	171 addComment("[INFO]Expression data loaded and checked",T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	172 addComment(c("[INFO]Dim of expression matrix:",dim(expDataMatrix)),T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	173
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	174 #chargement du fichier des facteurs
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	175 factorInfoMatrix=read.csv(file=file.path(getwd(), opt$factorInfo),header=F,sep="\t",colClasses="character")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	176 #remove first row to convert it as colnames
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	177 colnames(factorInfoMatrix)=factorInfoMatrix[1,]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	178 factorInfoMatrix=factorInfoMatrix[-1,]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	179 #use first colum to convert it as rownames but not removing it to avoid conversion as vector in unique factor case
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	180 rownames(factorInfoMatrix)=factorInfoMatrix[,1]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	181
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	182 if(length(setdiff(colnames(expDataMatrix),rownames(factorInfoMatrix)))!=0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	183 addComment("[ERROR]Missing samples in factor file",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	184 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	185 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	186
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	187 #order sample as in expression matrix and remove spurious sample
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	188 factorInfoMatrix=factorInfoMatrix[colnames(expDataMatrix),]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	189
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	190 #test if all values names are present in dico
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	191 if(!all(unlist(factorInfoMatrix) %in% rownames(renamingDico))){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	192 addComment("[ERROR]Missing factor names in renaming dictionary",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	193 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	194 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	195
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	196 addComment("[INFO]Factors OK",T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	197 addComment(c("[INFO]Dim of factorInfo matrix:",dim(factorInfoMatrix)),T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	198
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	199 ##manage blocking factor
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	200 blockingFactor=NULL
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	201 blockinFactorsList=NULL
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	202 if(!is.null(opt$blockingInfo)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	203
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	204 #chargement du fichier des blocking factors
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	205 blockingInfoMatrix=read.csv(file=file.path(getwd(), opt$blockingInfo),header=F,sep="\t",colClasses="character")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	206 #remove first row to convert it as colnames
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	207 colnames(blockingInfoMatrix)=blockingInfoMatrix[1,]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	208 blockingInfoMatrix=blockingInfoMatrix[-1,]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	209 #use first colum to convert it as rownames but not removing it to avoid conversion as vector in unique factor case
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	210 rownames(blockingInfoMatrix)=blockingInfoMatrix[,1]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	211
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	212
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	213 if(length(setdiff(colnames(expDataMatrix),rownames(blockingInfoMatrix)))!=0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	214 addComment("[ERROR]Missing samples in blocking factor file",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	215 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	216 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	217
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	218 #order sample as in expression matrix
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	219 blockingInfoMatrix=blockingInfoMatrix[colnames(expDataMatrix),]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	220
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	221 #test if all blocking names are present in dico
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	222 if(!all(unlist(blockingInfoMatrix) %in% rownames(renamingDico))){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	223 addComment("[ERROR]Missing blocking names in renaming dictionary",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	224 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	225 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	226
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	227 #remove blocking factors allready present as real factors
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	228 blockingNotInMainFactors=setdiff(colnames(blockingInfoMatrix)[-1],colnames(factorInfoMatrix)[-1])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	229
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	230 if(length(blockingNotInMainFactors)<(ncol(blockingInfoMatrix)-1))addComment("[WARNING]Blocking factors cannot be principal factors",T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	231
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	232 if(length(blockingNotInMainFactors)>0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	233
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	234 blockingInfoMatrix=blockingInfoMatrix[,c(colnames(blockingInfoMatrix)[1],blockingNotInMainFactors)]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	235
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	236 groupBlocking=rep("c",ncol(expDataMatrix))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	237 #for each blocking factor
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	238 for(blockingFact in blockingNotInMainFactors){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	239 if(opt$blockingPolicy=="correlated"){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	240 indNewFact=as.numeric(factor(blockingInfoMatrix[,blockingFact]))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	241 groupBlocking=paste(groupBlocking,indNewFact,sep="_")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	242 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	243 if(is.null(blockinFactorsList))blockinFactorsList=list()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	244 blockinFactorsList[[blockingFact]]=factor(unlist(lapply(blockingInfoMatrix[,blockingFact],function(x)paste(c(blockingFact,"_",x),collapse=""))))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	245 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	246 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	247 if(opt$blockingPolicy=="correlated"){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	248 blockingFactor=factor(groupBlocking)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	249 if(length(levels(blockingFactor))==1){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	250 addComment("[ERROR]Selected blocking factors seems to be constant",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	251 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	252 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	253 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	254 addComment("[INFO]Blocking info OK",T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	255 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	256 addComment("[WARNING]No blocking factors will be considered",T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	257 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	258 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	259
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	260
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	261 ##rename different input parameters using renamingDictionary
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	262 opt$factorsContrast=renamingDico[unlist(lapply(unlist(strsplit(opt$factorsContrast,",")),function(x)which(renamingDico[,1]==x))),2]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	263
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	264 userDefinedContrasts=FALSE
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	265 if(!is.null(opt$firstGroupContrast) && !is.null(opt$secondGroupContrast)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	266 userDefinedContrasts=TRUE
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	267 for(iContrast in 1:length(opt$firstGroupContrast)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	268 opt$firstGroupContrast[iContrast]=paste(unlist(lapply(unlist(strsplit(opt$firstGroupContrast[iContrast],",")),function(x)paste(renamingDico[unlist(lapply(unlist(strsplit(x,"\\")),function(x)which(renamingDico[,1]==x))),2],collapse=""))),collapse=",")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	269 opt$secondGroupContrast[iContrast]=paste(unlist(lapply(unlist(strsplit(opt$secondGroupContrast[iContrast],",")),function(x)paste(renamingDico[unlist(lapply(unlist(strsplit(x,"\\")),function(x)which(renamingDico[,1]==x))),2],collapse=""))),collapse=",")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	270 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	271 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	272
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	273 if(!is.null(opt$controlGroups)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	274 renamedGroups=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	275 for(iGroup in unlist(strsplit(opt$controlGroups,","))){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	276 renamedControlGroup=paste(renamingDico[unlist(lapply(unlist(strsplit(iGroup,":")),function(x)which(renamingDico[,1]==x))),2],collapse=":")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	277 if(length(renamedControlGroup)==0 \|\| any(which(unlist(gregexpr(text = renamedControlGroup,pattern = ":"))==-1))){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	278 addComment("[ERROR]Control groups for interaction seem to mismatch, please check them.",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	279 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	280 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	281 renamedGroups=c(renamedGroups,renamedControlGroup)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	282 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	283 opt$controlGroups=renamedGroups
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	284 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	285 addComment("[INFO]Contrast variables are renamed to avoid confusion",T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	286 ##renaming done
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	287
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	288 #to convert factor as numeric value --> useless now ?
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	289 #expDataMatrix=apply(expDataMatrix,c(1,2),function(x)as.numeric(paste(x)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	290
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	291 #get factors info for LIMMA
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	292 factorsList=list()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	293 for(iFactor in opt$factorsContrast){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	294 if(!(iFactor %in% colnames(factorInfoMatrix))){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	295 addComment("[ERROR]Required factors are missing in input file",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	296 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	297 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	298 factorsList[[iFactor]]=factor(unlist(lapply(factorInfoMatrix[,iFactor],function(x)paste(c(iFactor,"_",x),collapse=""))))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	299 if(length(levels(factorsList[[iFactor]]))==1){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	300 addComment("[ERROR]One selected factor seems to be constant",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	301 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	302 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	303 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	304
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	305 #check if there is at least 2 factors to allow interaction computation
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	306 if(!is.null(opt$controlGroups) && length(factorsList)<2){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	307 addComment("[ERROR]You cannot ask for interaction with less than 2 factors",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	308 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	309 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	310
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	311 #merge all factors as a single one
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	312 factorsMerged=as.character(factorsList[[opt$factorsContrast[1]]])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	313 for(iFactor in opt$factorsContrast[-1]){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	314 factorsMerged=paste(factorsMerged,as.character(factorsList[[iFactor]]),sep=".")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	315 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	316 factorsMerged=factor(factorsMerged)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	317
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	318 #checked that coefficient number (ie. factorsMerged levels) is strictly smaller than sample size
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	319 if(length(levels(factorsMerged))>=length(factorsMerged)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	320 addComment(c("[ERROR]No enough samples (",length(factorsMerged),") to estimate ",length(levels(factorsMerged))," coefficients"),T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	321 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	322 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	323
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	324 #get the sample size of each factor values
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	325 sampleSizeFactor=table(factorsMerged)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	326
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	327
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	328 if(!is.null(blockinFactorsList)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	329 factorString=c("blockinFactorsList[['", names(blockinFactorsList)[1],"']]")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	330 for(blockingFact in names(blockinFactorsList)[-1]){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	331 factorString=c(factorString," + blockinFactorsList[['",blockingFact,"']]")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	332 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	333 design = model.matrix(as.formula(paste(c("~ factorsMerged +",factorString," + 0"),collapse="")))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	334
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	335 #rename design columns
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	336 coeffMeaning = levels(factorsMerged)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	337 for(blockingFact in blockinFactorsList){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	338 coeffMeaning=c(coeffMeaning,levels(blockingFact)[-1])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	339 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	340 colnames(design) = coeffMeaning
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	341 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	342 design = model.matrix(as.formula( ~ factorsMerged + 0))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	343
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	344 #rename degin columns
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	345 coeffMeaning = levels(factorsMerged)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	346 colnames(design) = coeffMeaning
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	347 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	348
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	349 addComment(c("[INFO]Available coefficients: ",coeffMeaning),T,opt$log,display=F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	350
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	351 estimableCoeff=which(colSums(design)!=0)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	352
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	353 addComment("[INFO]Design done",T,opt$log,display=F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	354
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	355 #use blocking factor if exists
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	356 if(!is.null(blockingFactor)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	357 corfit <- duplicateCorrelation(expDataMatrix, design, block=blockingFactor)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	358
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	359 addComment(c("[INFO]Correlation within groups: ",corfit$consensus.correlation),T,opt$log,display=F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	360
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	361 #run linear model fit
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	362 data.fit = lmFit(expDataMatrix,design,block = blockingFactor, correlation=corfit$consensus.correlation)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	363 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	364 #run linear model fit
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	365 data.fit = lmFit(expDataMatrix,design)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	366 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	367
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	368 estimatedCoeff=which(!is.na(data.fit$coefficients[1,]))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	369
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	370 addComment("[INFO]Lmfit done",T,opt$log,display=F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	371
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	372 #catch situation where some coefficients cannot be estimated, probably due to dependances between design columns
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	373 #if(length(setdiff(estimableCoeff,estimatedCoeff))>0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	374 # addComment("[ERROR]Error in design matrix, check your group definitions",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	375 # q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	376 #}
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	377 #to strong condition, should return ERROR only when coefficients relative to principal factors cannot be estimated, otherwise, return a simple WARNING
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	378
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	379 #define requested contrasts
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	380 requiredContrasts=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	381 humanReadingContrasts=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	382 persoContrastName=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	383 if(userDefinedContrasts){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	384 for(iContrast in 1:length(opt$firstGroupContrast)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	385 posGroup=unlist(lapply(unlist(strsplit(opt$firstGroupContrast[iContrast],",")),function(x)paste(paste(opt$factorsContrast,unlist(strsplit(x,"\\*")),sep="_"),collapse=".")))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	386 negGroup=unlist(lapply(unlist(strsplit(opt$secondGroupContrast[iContrast],",")),function(x)paste(paste(opt$factorsContrast,unlist(strsplit(x,"\\*")),sep="_"),collapse=".")))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	387 #clear posGroup and negGroup from empty groups
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	388 emptyPosGroups=which(!(posGroup%in%coeffMeaning))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	389 if(length(emptyPosGroups)>0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	390 addComment(c("[WARNING]The group(s)",posGroup[emptyPosGroups],"is/are removed from contrast as it/they is/are empty"),T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	391 posGroup=posGroup[-emptyPosGroups]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	392 currentHumanContrast=paste(unlist(strsplit(opt$firstGroupContrast[iContrast],","))[-emptyPosGroups],collapse="+")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	393 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	394 currentHumanContrast=paste(unlist(strsplit(opt$firstGroupContrast[iContrast],",")),collapse="+")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	395 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	396 emptyNegGroups=which(!(negGroup%in%coeffMeaning))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	397 if(length(emptyNegGroups)>0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	398 addComment(c("[WARNING]The group(s)",negGroup[emptyNegGroups],"is/are removed from contrast as it/they is/are empty"),T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	399 negGroup=negGroup[-emptyNegGroups]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	400 currentHumanContrast=paste(c(currentHumanContrast,unlist(strsplit(opt$secondGroupContrast[iContrast],","))[-emptyNegGroups]),collapse="-")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	401 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	402 currentHumanContrast=paste(c(currentHumanContrast,unlist(strsplit(opt$secondGroupContrast[iContrast],","))),collapse="-")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	403 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	404 if(length(posGroup)==0 \|\| length(negGroup)==0 ){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	405 addComment(c("[WARNING]Contrast",currentHumanContrast,"cannot be estimated due to empty group"),T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	406 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	407 if(all(posGroup%in%negGroup) && all(negGroup%in%posGroup)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	408 addComment(c("[WARNING]Contrast",currentHumanContrast,"cannot be estimated due to null contrast"),T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	409 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	410 #get coefficients required for first group added as positive
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	411 positiveCoeffWeights=sampleSizeFactor[posGroup]/sum(sampleSizeFactor[posGroup])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	412 #positiveCoeffWeights=rep(1,length(posGroup))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	413 #names(positiveCoeffWeights)=names(sampleSizeFactor[posGroup])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	414 #get coefficients required for second group added as negative
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	415 negativeCoeffWeights=sampleSizeFactor[negGroup]/sum(sampleSizeFactor[negGroup])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	416 #negativeCoeffWeights=rep(1,length(negGroup))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	417 #names(negativeCoeffWeights)=names(sampleSizeFactor[negGroup])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	418 #build the resulting contrast
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	419 currentContrast=paste(paste(positiveCoeffWeights[posGroup],posGroup,sep="*"),collapse="+")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	420 currentContrast=paste(c(currentContrast,paste(paste(negativeCoeffWeights[negGroup],negGroup,sep="*"),collapse="-")),collapse="-")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	421 requiredContrasts=c(requiredContrasts,currentContrast)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	422
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	423 #build the human reading contrast
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	424 humanReadingContrasts=c(humanReadingContrasts,currentHumanContrast)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	425 if(!is.null(opt$contrastNames) && nchar(opt$contrastNames[iContrast])>0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	426 persoContrastName=c(persoContrastName,opt$contrastNames[iContrast])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	427 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	428 persoContrastName=c(persoContrastName,"")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	429 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	430
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	431 addComment(c("[INFO]Contrast added : ",currentHumanContrast),T,opt$log,display=F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	432 addComment(c("with complete formula ",currentContrast),T,opt$log,display=F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	433 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	434 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	435 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	436 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	437
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	438
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	439 #define the true formula with interactions to get interaction coefficients
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	440 factorString=c("factorsList[['", names(factorsList)[1],"']]")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	441 for(iFactor in names(factorsList)[-1]){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	442 factorString=c(factorString," * factorsList[['",iFactor,"']]")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	443 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	444
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	445 if(!is.null(blockinFactorsList)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	446 for(blockingFact in names(blockinFactorsList)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	447 factorString=c(factorString," + blockinFactorsList[['",blockingFact,"']]")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	448 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	449 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	450
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	451 #should not be null at the end
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	452 allFtestMeanSquare=NULL
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	453 #to get the F-test values
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	454 estimatedInteractions=rownames(anova(lm(as.formula(paste(c("expDataMatrix[1,] ~ ",factorString),collapse="")))))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	455 estimatedInteractions=c(unlist(lapply(estimatedInteractions[-length(estimatedInteractions)],function(x){temp=unlist(strsplit(x,"[ \" \| : ]"));paste(temp[seq(2,length(temp),3)],collapse=":")})),estimatedInteractions[length(estimatedInteractions)])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	456 #rename estimated interaction terms using renamingDico
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	457 estimatedInteractions=c(unlist(lapply(estimatedInteractions[-length(estimatedInteractions)],function(x)paste(renamingDico[unlist(strsplit(x,":")),1],collapse=":"))),estimatedInteractions[length(estimatedInteractions)])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	458 t <- unlist(apply(expDataMatrix,1,function(x){temp=anova(lm(as.formula(paste(c("x ~ ",factorString),collapse=""))))$`Mean Sq`;temp/temp[length(temp)]}))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	459 allFtestMeanSquare <- t(matrix(t,nrow=length(estimatedInteractions)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	460 #remove from allFtest rows containing NA
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	461 if(length(which(is.na(allFtestMeanSquare[,1])))>0)allFtestMeanSquare=allFtestMeanSquare[-(which(is.na(allFtestMeanSquare[,1]))),]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	462 colnames(allFtestMeanSquare)=estimatedInteractions
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	463
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	464 #add contrasts corresponding to interaction terms
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	465 if(!is.null(opt$controlGroups)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	466 #first load user defined control group for each factor
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	467 controlGroup=rep(NA,length(factorsList))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	468 names(controlGroup)=names(factorsList)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	469 for(iGroup in opt$controlGroups){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	470 splitGroup=unlist(strsplit(iGroup,":"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	471 splitGroup[2]=paste(splitGroup[1],splitGroup[2],sep = "_")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	472 #check if defined control group is really a level of the corresponding factor
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	473 if(!splitGroup[1]%in%names(controlGroup) \|\| !splitGroup[2]%in%factorsList[[splitGroup[1]]]){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	474 addComment(c("[ERROR]The factor name",splitGroup[1],"does not exist or group name",splitGroup[2]),T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	475 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	476 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	477 if(!is.na(controlGroup[splitGroup[1]])){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	478 addComment("[ERROR]Several control groups are defined for the same factor, please select only one control group for each factor if you want to compute interaction contrasts",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	479 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	480 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	481 controlGroup[splitGroup[1]]=splitGroup[2]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	482 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	483
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	484 #check if all factor have a defined control group
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	485 if(any(is.na(controlGroup))){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	486 addComment("[ERROR]Missing control group for some factors, please check them if you want to compute interaction contrasts",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	487 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	488 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	489
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	490 nbFactors=length(factorsList)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	491 interactionContrasts=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	492 contrastClass=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	493 #initialize list for the first level
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	494 newPreviousLoopContrast=list()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	495 for(iFactorA in 1:(nbFactors-1)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	496 nameFactorA=names(factorsList)[iFactorA]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	497 compA=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	498 for(levelA in setdiff(levels(factorsList[[iFactorA]]),controlGroup[nameFactorA])){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	499 compA=c(compA,paste(levelA,controlGroup[nameFactorA],sep="-"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	500 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	501 newPreviousLoopContrast[[as.character(iFactorA)]]=compA
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	502 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	503 #make a loop for growing interaction set
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	504 for(globalIfactor in 1:(nbFactors-1)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	505 previousLoopContrast=newPreviousLoopContrast
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	506 newPreviousLoopContrast=list()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	507 #factor A reuse contrasts made at previsous loop
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	508 for(iFactorA in names(previousLoopContrast)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	509 compA=previousLoopContrast[[iFactorA]]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	510
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	511 if(max(as.integer(unlist(strsplit(iFactorA,"\\."))))<nbFactors){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	512 #factor B is the new factor to include in intreraction set
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	513 for(iFactorB in (max(as.integer(unlist(strsplit(iFactorA,"\\."))))+1):nbFactors){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	514 nameFactorB=names(factorsList)[iFactorB]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	515 #keep contrasts identified trough interacting factors set
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	516 newPreviousLoopContrast[[paste(iFactorA,iFactorB,sep=".")]]=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	517 for(iCompA in compA){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	518 for(levelB in setdiff(levels(factorsList[[iFactorB]]),controlGroup[nameFactorB])){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	519 #decompose the contrast compA to apply the new level of factor B on each term
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	520 temp=unlist(strsplit(iCompA,"[ + ]"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	521 splitCompA=temp[1]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	522 for(iTemp in temp[-1])splitCompA=c(splitCompA,"+",iTemp)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	523 splitCompA=unlist(lapply(splitCompA,function(x){temp=unlist(strsplit(x,"-"));splitCompB=temp[1];for(iTemp in temp[-1])splitCompB=c(splitCompB,"-",iTemp);splitCompB}))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	524 #apply on each contrast term the new level of factor B
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	525 firstTerm=paste(unlist(lapply(splitCompA,function(x)if(x!="+" && x!="-"){paste(x,levelB,sep=".")}else{x})),collapse="")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	526 secondTerm=negativeExpression(paste(unlist(lapply(splitCompA,function(x)if(x!="+" && x!="-"){paste(x,controlGroup[nameFactorB],sep=".")}else{x})),collapse=""))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	527 currentContrast=paste(c(firstTerm,secondTerm),collapse="")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	528
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	529 newPreviousLoopContrast[[paste(iFactorA,iFactorB,sep=".")]]=c(newPreviousLoopContrast[[paste(iFactorA,iFactorB,sep=".")]],currentContrast)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	530 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	531 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	532 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	533 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	534 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	535 for(iContrast in names(newPreviousLoopContrast)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	536 contrastClass=c(contrastClass,rep(iContrast,length(newPreviousLoopContrast[[iContrast]])))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	537 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	538 interactionContrasts=c(interactionContrasts,unlist(newPreviousLoopContrast))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	539 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	540 #make human title for interactions
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	541 names(interactionContrasts)=contrastClass
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	542 humanReadingInteraction=unlist(lapply(interactionContrasts,function(x)gsub("\\.",":",unlist(strsplit(x,"[+-]"))[1])))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	543
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	544 contrastToIgnore=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	545
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	546 #complete with control groups and order to match to coeffs
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	547 for(iContrast in 1:length(interactionContrasts)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	548 missingFactor=setdiff(1:nbFactors,as.integer(unlist(strsplit(names(interactionContrasts[iContrast]),"\\."))))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	549 #decompose the contrast
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	550 temp=unlist(strsplit(interactionContrasts[iContrast],"[ + ]"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	551 splitContrast=temp[1]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	552 for(iTemp in temp[-1])splitContrast=c(splitContrast,"+",iTemp)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	553 splitContrast=unlist(lapply(splitContrast,function(x){temp=unlist(strsplit(x,"-"));splitCompB=temp[1];for(iTemp in temp[-1])splitCompB=c(splitCompB,"-",iTemp);splitCompB}))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	554 for(iFactor in missingFactor){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	555 for(iTerm in 1:length(splitContrast)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	556 if(splitContrast[iTerm]!="+" && splitContrast[iTerm]!="-"){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	557 splitTerm=unlist(strsplit(splitContrast[iTerm],"\\."))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	558 if(iFactor==1)splitContrast[iTerm]=paste(c(controlGroup[names(factorsList)[iFactor]],splitTerm),collapse=".")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	559 if(iFactor==nbFactors)splitContrast[iTerm]=paste(c(splitTerm,controlGroup[names(factorsList)[iFactor]]),collapse=".")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	560 if(iFactor>1 && iFactor<nbFactors)splitContrast[iTerm]=paste(c(splitTerm[1:(iFactor-1)],controlGroup[names(factorsList)[iFactor]],splitTerm[iFactor:length(splitTerm)]),collapse=".")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	561 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	562 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	563 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	564 interactionContrasts[iContrast]=paste(splitContrast,collapse="")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	565 if(all(splitContrast[seq(1,length(splitContrast),2)]%in%coeffMeaning)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	566 addComment(c("[INFO]Interaction contrast added : ",humanReadingInteraction[iContrast]),T,opt$log,display=F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	567 addComment(c("with complete formula ",interactionContrasts[iContrast]),T,opt$log,display=F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	568 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	569 contrastToIgnore=c(contrastToIgnore,iContrast)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	570 addComment(c("[WARNING]Interaction contrast",humanReadingInteraction[iContrast],"is removed due to empty group"),T,opt$log,display=F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	571 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	572 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	573
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	574 #add interaction contrasts to global contrast list
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	575 if(length(contrastToIgnore)>0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	576 requiredContrasts=c(requiredContrasts,interactionContrasts[-contrastToIgnore])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	577 humanReadingContrasts=c(humanReadingContrasts,humanReadingInteraction[-contrastToIgnore])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	578 persoContrastName=c(persoContrastName,rep("",length(humanReadingInteraction[-contrastToIgnore])))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	579 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	580 requiredContrasts=c(requiredContrasts,interactionContrasts)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	581 humanReadingContrasts=c(humanReadingContrasts,humanReadingInteraction)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	582 persoContrastName=c(persoContrastName,rep("",length(humanReadingInteraction)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	583 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	584 }#end of intreaction contrasts
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	585
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	586
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	587 #remove from requiredContrasts contrasts that cannot be estimated
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	588 toRemove=unique(unlist(lapply(setdiff(coeffMeaning,names(estimatedCoeff)),function(x)grep(x,requiredContrasts))))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	589 if(length(toRemove)>0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	590 addComment(c("[WARNING]",length(toRemove)," contrasts are removed, due to missing coefficients"),T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	591 requiredContrasts=requiredContrasts[-toRemove]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	592 humanReadingContrasts=humanReadingContrasts[-toRemove]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	593 persoContrastName=persoContrastName[-toRemove]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	594 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	595
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	596 if(length(requiredContrasts)==0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	597 addComment("[ERROR]No contrast to compute, please check your contrast definition.",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	598 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	599 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	600
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	601 #compute for each contrast mean of coefficients in posGroup and negGroup for FC computation of log(FC) with LSmean as in Partek
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	602 meanPosGroup=list()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	603 meanNegGroup=list()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	604 for(iContrast in 1:length(requiredContrasts)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	605 #define posGroup and negGroup
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	606 #first split contrast
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	607 temp=unlist(strsplit(requiredContrasts[iContrast],"[ + ]"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	608 splitContrast=temp[1]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	609 for(iTemp in temp[-1])splitContrast=c(splitContrast,"+",iTemp)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	610 splitContrast=unlist(lapply(splitContrast,function(x){temp=unlist(strsplit(x,"-"));splitCompB=temp[1];for(iTemp in temp[-1])splitCompB=c(splitCompB,"-",iTemp);splitCompB}))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	611 #and then put each term in good group
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	612 posGroup=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	613 negGroup=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	614 nextIsPos=TRUE
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	615 for(iSplit in splitContrast){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	616 if(iSplit=="+")nextIsPos=TRUE
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	617 if(iSplit=="-")nextIsPos=FALSE
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	618 if(iSplit!="-" && iSplit!="+"){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	619 #remove weights of contrast terms
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	620 iSplitBis=unlist(strsplit(iSplit,"[*]"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	621 iSplitBis=iSplitBis[length(iSplitBis)]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	622 if(nextIsPos)posGroup=c(posGroup,iSplitBis)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	623 else negGroup=c(negGroup,iSplitBis)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	624 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	625 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	626 #compute means for each group
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	627 meanPosGroup[[iContrast]]=apply(as.matrix(data.fit$coefficients[,posGroup],ncol=length(posGroup)),1,mean)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	628 meanNegGroup[[iContrast]]=apply(as.matrix(data.fit$coefficients[,negGroup],ncol=length(negGroup)),1,mean)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	629 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	630
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	631
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	632 contrast.matrix = makeContrasts(contrasts=requiredContrasts,levels=design)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	633 data.fit.con = contrasts.fit(data.fit,contrast.matrix)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	634
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	635 addComment("[INFO]Contrast definition done",T,opt$log,T,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	636
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	637 #compute LIMMA statistics
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	638 data.fit.eb = eBayes(data.fit.con)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	639
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	640 addComment("[INFO]Estimation done",T,opt$log,T,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	641
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	642 #adjust p.value through FDR
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	643 data.fit.eb$adj_p.value=data.fit.eb$p.value
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	644 for(iComparison in 1:ncol(data.fit.eb$adj_p.value)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	645 data.fit.eb$adj_p.value[,iComparison]=p.adjust(data.fit.eb$p.value[,iComparison],"fdr")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	646 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	647
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	648 #add a new field based on LS-means for each contrast instead of global mean like they were calculated in coefficients field
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	649 data.fit.eb$coefficientsLS=data.fit.eb$coefficients
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	650 if(ncol(data.fit.eb$coefficients)!=length(meanPosGroup)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	651 addComment("[ERROR]Estimated contrasts number unexpected",T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	652 q( "no", 1, F )
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	653 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	654 for(iContrast in 1:length(meanPosGroup)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	655 data.fit.eb$coefficientsLS[,iContrast]=meanPosGroup[[iContrast]][rownames(data.fit.eb$coefficientsLS)]-meanNegGroup[[iContrast]][rownames(data.fit.eb$coefficientsLS)]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	656 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	657
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	658 #if requested replace coefficient computed as global mean by LS-means values
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	659 if(useLSmean)data.fit.eb$coefficients=data.fit.eb$coefficientsLS
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	660
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	661 addComment("[INFO]Core treatment done",T,opt$log,T,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	662
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	663
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	664 ##convert humanReadingContrasts with namingDictionary to create humanReadingContrastsRenamed and keep original humanReadingContrasts names for file names
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	665 humanReadingContrastsRenamed=rep("",length(humanReadingContrasts))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	666 for(iContrast in 1:length(humanReadingContrasts)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	667 if(persoContrastName[iContrast]==""){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	668 #if(verbose)addComment(humanReadingContrasts[iContrast])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	669 specialCharacters=str_extract_all(humanReadingContrasts[iContrast],"[+\|*\|_\|:\|-]")[[1]]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	670 #if(verbose)addComment(specialCharacters)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	671 nameConverted=unlist(lapply(strsplit(humanReadingContrasts[iContrast],"[+\|*\|_\|:\|-]")[[1]],function(x)renamingDico[x,1]))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	672 #if(verbose)addComment(nameConverted)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	673 humanReadingContrastsRenamed[iContrast]=paste(nameConverted,specialCharacters,collapse="",sep="")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	674 #if(verbose)addComment(humanReadingContrastsRenamed[iContrast])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	675 humanReadingContrastsRenamed[iContrast]=substr(humanReadingContrastsRenamed[iContrast],1,nchar(humanReadingContrastsRenamed[iContrast])-1)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	676 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	677 humanReadingContrastsRenamed[iContrast]=persoContrastName[iContrast]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	678 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	679 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	680
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	681 #write correspondances between plot file names (humanReadingContrasts) and displayed names in figure legends (humanReadingContrastsRenamed), usefull to define html items in xml file
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	682 correspondanceTable=matrix("",ncol=2,nrow=ncol(data.fit.eb$p.value))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	683 correspondanceTable[,1]=unlist(lapply(humanReadingContrasts,function(x)gsub(":","_INT_",gsub("\\+","_PLUS_",gsub("\\*","_AND_",x)))))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	684 correspondanceTable[,2]=humanReadingContrastsRenamed
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	685 rownames(correspondanceTable)=correspondanceTable[,2]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	686 write.table(correspondanceTable,file=file.path(getwd(), "correspondanceFileNames.csv"),quote=FALSE,sep="\t",col.names = F,row.names = F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	687
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	688 #plot nominal p-val histograms for selected comparisons
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	689 histogramPerPage=6
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	690 if (!is.null(opt$histo)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	691 iToPlot=1
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	692 plotVector=list()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	693 nbComparisons=ncol(data.fit.eb$p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	694 for (iComparison in 1:nbComparisons){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	695 dataToPlot=data.frame(pval=data.fit.eb$p.value[,iComparison],id=rownames(data.fit.eb$p.value))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	696 p <- ggplot(data=dataToPlot, aes(x=pval)) + geom_histogram(colour="red", fill="salmon") +
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	697 theme_bw() + ggtitle(humanReadingContrastsRenamed[iComparison]) + ylab(label="Frequencies") + xlab(label="Nominal p-val") +
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	698 theme(panel.border=element_blank(),plot.title = element_text(hjust = 0.5))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	699 plotVector[[length(plotVector)+1]]=p
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	700
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	701 pp <- ggplotly(p)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	702 htmlwidgets::saveWidget(as_widget(pp), paste(c(file.path(getwd(), "plotLyDir"),"/",opt$histo,"_",correspondanceTable[humanReadingContrastsRenamed[iComparison],1],".html"),collapse=""),selfcontained = F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	703
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	704 if(iComparison==nbComparisons \|\| length(plotVector)==histogramPerPage){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	705 #plot and close the actual plot
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	706 if(opt$format=="pdf"){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	707 pdf(paste(c("./plotDir/",opt$histo,iToPlot,".pdf"),collapse=""))}else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	708 png(paste(c("./plotDir/",opt$histo,iToPlot,".png"),collapse=""))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	709 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	710 multiplot(plotlist=plotVector,cols=2)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	711 dev.off()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	712 if(iComparison<nbComparisons){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	713 #prepare for a new plotting file if necessary
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	714 plotVector=list()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	715 iToPlot=iToPlot+1
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	716 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	717 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	718 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	719 addComment("[INFO]Histograms drawn",T,opt$log,T,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	720
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	721 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	722
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	723 #plot F-test sum square barplot
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	724 if(!is.null(allFtestMeanSquare)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	725 dataToPlot=data.frame(Fratio=apply(allFtestMeanSquare,2,mean),Factors=factor(colnames(allFtestMeanSquare),levels = colnames(allFtestMeanSquare)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	726
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	727 p <- ggplot(data=dataToPlot, aes(x=Factors, y=Fratio, fill=Factors)) +
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	728 geom_bar(stat="identity") + scale_fill_manual(values = colorRampPalette(brewer.pal(9,"Set1"))(ncol(allFtestMeanSquare))[sample(ncol(allFtestMeanSquare))]) + ylab(label="mean F-ratio") +
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	729 theme_bw() + theme(panel.border=element_blank(),plot.title = element_text(hjust = 0.5)) + ggtitle("Source of variation")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	730
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	731 if(opt$format=="pdf"){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	732 pdf(paste(c("./plotDir/",opt$fratioFile,".pdf"),collapse=""))}else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	733 png(paste(c("./plotDir/",opt$fratioFile,".png"),collapse=""))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	734 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	735 plot(p)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	736 dev.off()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	737
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	738 pp <- ggplotly(p)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	739 htmlwidgets::saveWidget(as_widget(pp), paste(c(file.path(getwd(), "plotLyDir"),"/",opt$fratioFile,".html"),collapse=""),selfcontained = F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	740
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	741 addComment("[INFO]SumSquareTest drawn",T,opt$log,T,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	742 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	743
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	744 #plot VOLCANO plot
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	745 #volcanoplot(data.fit.eb,coef=1,highlight=10)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	746 volcanoPerPage=1
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	747 logFCthreshold=log2(opt$thresholdFC)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	748 if (!is.null(opt$volcano)) {
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	749 iToPlot=1
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	750 plotVector=list()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	751 nbComparisons=ncol(data.fit.eb$adj_p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	752 for (iComparison in 1:nbComparisons){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	753
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	754 #define the log10(p-val) threshold corresponding to FDR threshold fixed by user
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	755 probeWithLowFDR=-log10(data.fit.eb$p.value[which(data.fit.eb$adj_p.value[,iComparison]<=opt$fdrThreshold),iComparison])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	756 pvalThresholdFDR=NULL
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	757 if(length(probeWithLowFDR)>0)pvalThresholdFDR=min(probeWithLowFDR)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	758
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	759 #get significant points over FC and FDR thresholds
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	760 significativePoints=intersect(which(abs(data.fit.eb$coefficients[,iComparison])>=logFCthreshold),which(data.fit.eb$adj_p.value[,iComparison]<=opt$fdrThreshold))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	761
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	762 #to reduce size of html plot, we keep 20000 points maximum sampled amongst genes with pval>=33%(pval) and abs(log2(FC))<=66%(abs(log2(FC)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	763 htmlPointsToRemove=intersect(which(abs(data.fit.eb$coefficients[,iComparison])<=quantile(abs(data.fit.eb$coefficients[,iComparison]),c(0.66))),which(data.fit.eb$p.value[,iComparison]>=quantile(abs(data.fit.eb$p.value[,iComparison]),c(0.33))))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	764 if(length(htmlPointsToRemove)>20000){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	765 htmlPointsToRemove=setdiff(htmlPointsToRemove,sample(htmlPointsToRemove,20000))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	766 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	767 htmlPointsToRemove=c()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	768 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	769
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	770 xMinLimPlot=min(data.fit.eb$coefficients[,iComparison])-0.2
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	771 xMaxLimPlot=max(data.fit.eb$coefficients[,iComparison])+0.2
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	772 yMaxLimPlot= max(-log10(data.fit.eb$p.value[,iComparison]))+0.2
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	773
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	774 if(length(significativePoints)>0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	775 dataSignifToPlot=data.frame(pval=-log10(data.fit.eb$p.value[significativePoints,iComparison]),FC=data.fit.eb$coefficients[significativePoints,iComparison],description=paste(names(data.fit.eb$coefficients[significativePoints,iComparison]),"\n","FC: " , round(2^data.fit.eb$coefficients[significativePoints,iComparison],2) , " \| FDR p-val: ",prettyNum(data.fit.eb$adj_p.value[significativePoints,iComparison],digits=4), sep=""))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	776 #to test if remains any normal points to draw
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	777 if(length(significativePoints)<nrow(data.fit.eb$p.value)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	778 dataToPlot=data.frame(pval=-log10(data.fit.eb$p.value[-significativePoints,iComparison]),FC=data.fit.eb$coefficients[-significativePoints,iComparison],description=paste("FC: " , round(2^data.fit.eb$coefficients[-significativePoints,iComparison],2) , " \| FDR p-val: ",prettyNum(data.fit.eb$adj_p.value[-significativePoints,iComparison],digits=4), sep=""))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	779 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	780 dataToPlot=data.frame(pval=0,FC=0,description="null")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	781 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	782 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	783 dataToPlot=data.frame(pval=-log10(data.fit.eb$p.value[,iComparison]),FC=data.fit.eb$coefficients[,iComparison],description=paste("FC: " , round(2^data.fit.eb$coefficients[,iComparison],2) , " \| FDR p-val: ",prettyNum(data.fit.eb$adj_p.value[,iComparison],digits=4), sep=""))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	784 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	785
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	786 ##traditional plot
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	787 p <- ggplot(data=dataToPlot, aes(x=FC, y=pval)) + geom_point() +
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	788 theme_bw() + ggtitle(humanReadingContrastsRenamed[iComparison]) + ylab(label="-log10(p-val)") + xlab(label="Log2 Fold Change") +
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	789 theme(panel.border=element_blank(),plot.title = element_text(hjust = 0.5),legend.position="none")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	790 if(logFCthreshold!=0) p <- p + geom_vline(xintercept=-logFCthreshold, color="salmon",linetype="dotted", size=1) + geom_vline(xintercept=logFCthreshold, color="salmon",linetype="dotted", size=1) + geom_text(data.frame(text=c(paste(c("log2(1/FC=",opt$thresholdFC,")"),collapse=""),paste(c("log2(FC=",opt$thresholdFC,")"),collapse="")),x=c(-logFCthreshold,logFCthreshold),y=c(0,0)),mapping=aes(x=x, y=y, label=text), size=4, angle=90, vjust=-0.4, hjust=0, color="salmon")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	791 if(!is.null(pvalThresholdFDR)) p <- p + geom_hline(yintercept=pvalThresholdFDR, color="skyblue1",linetype="dotted", size=0.5) + geom_text(data.frame(text=c(paste(c("FDR pval limit(",opt$fdrThreshold,")"),collapse="")),x=c(xMinLimPlot),y=c(pvalThresholdFDR)),mapping=aes(x=x, y=y, label=text), size=4, vjust=0, hjust=0, color="skyblue3")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	792 if(length(significativePoints)>0)p <- p + geom_point(data=dataSignifToPlot,aes(colour=description))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	793
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	794 ##interactive plot
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	795 if(length(htmlPointsToRemove)>0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	796 pointToRemove=union(htmlPointsToRemove,significativePoints)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	797 #to test if remains any normal points to draw
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	798 if(length(pointToRemove)<nrow(data.fit.eb$p.value)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	799 dataToPlot=data.frame(pval=-log10(data.fit.eb$p.value[-pointToRemove,iComparison]),FC=data.fit.eb$coefficients[-pointToRemove,iComparison],description=paste("FC: " , round(2^data.fit.eb$coefficients[-pointToRemove,iComparison],2) , " \| FDR p-val: ", prettyNum(data.fit.eb$adj_p.value[-pointToRemove,iComparison],digits=4), sep=""))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	800 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	801 dataToPlot=data.frame(pval=0,FC=0,description="null")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	802 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	803 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	804
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	805 if((nrow(dataToPlot)+nrow(dataSignifToPlot))>40000)addComment(c("[WARNING]For",humanReadingContrastsRenamed[iComparison],"volcano, numerous points to plot(",nrow(dataToPlot)+nrow(dataSignifToPlot),"), resulting volcano could be heavy, using more stringent thresholds could be helpful."),T,opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	806
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	807 phtml <- plot_ly(data=dataToPlot, x=~FC, y=~pval,type="scatter", mode="markers",showlegend = FALSE, marker = list(color="gray",opacity=0.5), text=~description, hoverinfo="text") %>%
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	808 layout(title = humanReadingContrastsRenamed[iComparison],xaxis=list(title="Log2 Fold Change",showgrid=TRUE, zeroline=FALSE),yaxis=list(title="-log10(p-val)", showgrid=TRUE, zeroline=FALSE))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	809 if(length(significativePoints)>0) phtml=add_markers(phtml,data=dataSignifToPlot, x=~FC, y=~pval, mode="markers" , marker=list( color=log10(abs(dataSignifToPlot$FC)*dataSignifToPlot$pval),colorscale='Rainbow'), text=~description, hoverinfo="text", inherit = FALSE) %>% hide_colorbar()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	810 if(logFCthreshold!=0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	811 phtml=add_trace(phtml,x=c(-logFCthreshold,-logFCthreshold), y=c(0,yMaxLimPlot), type="scatter", mode = "lines", line=list(color="coral",dash="dash"), hoverinfo='none', showlegend = FALSE,inherit = FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	812 phtml=add_annotations(phtml,x=-logFCthreshold,y=0,xref = "x",yref = "y",text = paste(c("log2(1/FC=",opt$thresholdFC,")"),collapse=""),xanchor = 'right',showarrow = F,textangle=270,font=list(color="coral"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	813 phtml=add_trace(phtml,x=c(logFCthreshold,logFCthreshold), y=c(0, yMaxLimPlot), type="scatter", mode = "lines", line=list(color="coral",dash="dash"), hoverinfo='none', showlegend = FALSE,inherit = FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	814 phtml=add_annotations(phtml,x=logFCthreshold,y=0,xref = "x",yref = "y",text = paste(c("log2(FC=",opt$thresholdFC,")"),collapse=""),xanchor = 'right',showarrow = F,textangle=270,font=list(color="coral"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	815 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	816 if(!is.null(pvalThresholdFDR)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	817 phtml=add_trace(phtml,x=c(xMinLimPlot,xMaxLimPlot), y=c(pvalThresholdFDR,pvalThresholdFDR), type="scatter", mode = "lines", line=list(color="cornflowerblue",dash="dash"), hoverinfo='none', showlegend = FALSE,inherit = FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	818 phtml=add_annotations(phtml,x=xMinLimPlot,y=pvalThresholdFDR+0.1,xref = "x",yref = "y",text = paste(c("FDR pval limit(",opt$fdrThreshold,")"),collapse=""),xanchor = 'left',showarrow = F,font=list(color="cornflowerblue"))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	819 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	820 plotVector[[length(plotVector)+1]]=p
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	821
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	822 #save plotly files
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	823 pp <- ggplotly(phtml)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	824 htmlwidgets::saveWidget(as_widget(pp), paste(c(file.path(getwd(), "plotLyDir"),"/",opt$volcano,"_",correspondanceTable[humanReadingContrastsRenamed[iComparison],1],".html"),collapse=""),selfcontained = F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	825
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	826
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	827 if(iComparison==nbComparisons \|\| length(plotVector)==volcanoPerPage){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	828 #plot and close the actual plot
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	829 if(opt$format=="pdf"){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	830 pdf(paste(c("./plotDir/",opt$volcano,"_",correspondanceTable[humanReadingContrastsRenamed[iComparison],1],".pdf"),collapse=""))}else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	831 png(paste(c("./plotDir/",opt$volcano,"_",correspondanceTable[humanReadingContrastsRenamed[iComparison],1],".png"),collapse=""))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	832 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	833 multiplot(plotlist=plotVector,cols=1)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	834 dev.off()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	835 if(iComparison<nbComparisons){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	836 #prepare for a new ploting file if necessary
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	837 plotVector=list()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	838 iToPlot=iToPlot+1
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	839 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	840 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	841 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	842 remove(dataToPlot,dataSignifToPlot)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	843 addComment("[INFO]Volcanos drawn",T,opt$log,T,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	844 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	845
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	846 rowItemInfo=NULL
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	847 if(!is.null(opt$rowNameType) && !is.null(opt$organismID)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	848 ##get gene information from BioMart
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	849 #if(!require("biomaRt")){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	850 # source("https://bioconductor.org/biocLite.R")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	851 # biocLite("biomaRt")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	852 #}
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	853
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	854 ensembl_hs_mart <- useMart(biomart="ensembl", dataset=opt$organismID)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	855 ensembl_df <- getBM(attributes=c(opt$rowNameType,"description"),mart=ensembl_hs_mart)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	856 rowItemInfo=ensembl_df[which(ensembl_df[,1]!=""),2]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	857 rowItemInfo=unlist(lapply(rowItemInfo,function(x)substr(unlist(strsplit(x," \\[Source"))[1],1,30)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	858 names(rowItemInfo)=ensembl_df[which(ensembl_df[,1]!=""),1]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	859 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	860
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	861 #write(unlist(dimnames(data.fit.eb$adj_p.value)),opt$log,append = T)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	862
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	863 #prepare additional output containing df informations
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	864 dfMatrix=matrix(0,ncol=3,nrow = nrow(data.fit.eb$coefficients),dimnames = list(rownames(data.fit.eb$coefficients),c("df.residual","df.prior","df.total")))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	865 dfMatrix[,"df.residual"]=data.fit.eb$df.residual
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	866 dfMatrix[,"df.prior"]=data.fit.eb$df.prior
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	867 dfMatrix[,"df.total"]=data.fit.eb$df.total
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	868
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	869 #filter out genes with higher p-values for all comparisons
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	870 genesToKeep=names(which(apply(data.fit.eb$adj_p.value,1,function(x)length(which(x<=opt$fdrThreshold))>0)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	871 #filter out genes with lower FC for all comparisons
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	872 genesToKeep=intersect(genesToKeep,names(which(apply(data.fit.eb$coefficients,1,function(x)length(which(abs(x)>=logFCthreshold))>0))))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	873
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	874 if(length(genesToKeep)>0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	875 data.fit.eb$adj_p.value=matrix(data.fit.eb$adj_p.value[genesToKeep,],ncol=ncol(data.fit.eb$adj_p.value))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	876 rownames(data.fit.eb$adj_p.value)=genesToKeep
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	877 colnames(data.fit.eb$adj_p.value)=colnames(data.fit.eb$p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	878
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	879 data.fit.eb$p.value=matrix(data.fit.eb$p.value[genesToKeep,],ncol=ncol(data.fit.eb$p.value))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	880 rownames(data.fit.eb$p.value)=genesToKeep
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	881 colnames(data.fit.eb$p.value)=colnames(data.fit.eb$adj_p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	882
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	883 data.fit.eb$coefficients=matrix(data.fit.eb$coefficients[genesToKeep,],ncol=ncol(data.fit.eb$coefficients))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	884 rownames(data.fit.eb$coefficients)=genesToKeep
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	885 colnames(data.fit.eb$coefficients)=colnames(data.fit.eb$adj_p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	886
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	887 data.fit.eb$t=matrix(data.fit.eb$t[genesToKeep,],ncol=ncol(data.fit.eb$t))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	888 rownames(data.fit.eb$t)=genesToKeep
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	889 colnames(data.fit.eb$t)=colnames(data.fit.eb$adj_p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	890
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	891 dfMatrix=dfMatrix[genesToKeep,,drop=FALSE]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	892
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	893 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	894 addComment(c("[WARNING]No significative genes considering the given FDR threshold : ",opt$fdrThreshold),T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	895 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	896
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	897 addComment("[INFO]Significant genes filtering done",T,opt$log,T,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	898
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	899
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	900 #plot VennDiagramm for genes below threshold between comparisons
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	901 #t=apply(data.fit.eb$adj_p.value[,1:4],2,function(x)names(which(x<=opt$threshold)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	902 #get.venn.partitions(t)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	903 #vennCounts(data.fit.eb$adj_p.value[,1:4]<=opt$threshold)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	904
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	905 #make a simple sort genes based only on the first comparison
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	906 #newOrder=order(data.fit.eb$adj_p.value[,1])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	907 #data.fit.eb$adj_p.value=data.fit.eb$adj_p.value[newOrder,]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	908
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	909 #alternative sorting strategy based on the mean gene rank over all comparisons
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	910 if(length(genesToKeep)>1){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	911 currentRank=rep(0,nrow(data.fit.eb$adj_p.value))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	912 for(iComparison in 1:ncol(data.fit.eb$adj_p.value)){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	913 currentRank=currentRank+rank(data.fit.eb$adj_p.value[,iComparison])
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	914 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	915 currentRank=currentRank/ncol(data.fit.eb$adj_p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	916 newOrder=order(currentRank)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	917
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	918 data.fit.eb$adj_p.value=matrix(data.fit.eb$adj_p.value[newOrder,],ncol=ncol(data.fit.eb$adj_p.value))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	919 rownames(data.fit.eb$adj_p.value)=rownames(data.fit.eb$p.value)[newOrder]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	920 colnames(data.fit.eb$adj_p.value)=colnames(data.fit.eb$p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	921
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	922 data.fit.eb$p.value=matrix(data.fit.eb$p.value[newOrder,],ncol=ncol(data.fit.eb$p.value))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	923 rownames(data.fit.eb$p.value)=rownames(data.fit.eb$adj_p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	924 colnames(data.fit.eb$p.value)=colnames(data.fit.eb$adj_p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	925
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	926 data.fit.eb$coefficients=matrix(data.fit.eb$coefficients[newOrder,],ncol=ncol(data.fit.eb$coefficients))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	927 rownames(data.fit.eb$coefficients)=rownames(data.fit.eb$adj_p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	928 colnames(data.fit.eb$coefficients)=colnames(data.fit.eb$adj_p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	929
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	930 data.fit.eb$t=matrix(data.fit.eb$t[newOrder,],ncol=ncol(data.fit.eb$t))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	931 rownames(data.fit.eb$t)=rownames(data.fit.eb$adj_p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	932 colnames(data.fit.eb$t)=colnames(data.fit.eb$adj_p.value)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	933
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	934 dfMatrix=dfMatrix[newOrder,,drop=FALSE]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	935 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	936
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	937
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	938 #formating output matrices depending on genes to keep
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	939 if(length(genesToKeep)==0){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	940 outputData=matrix(0,ncol=ncol(data.fit.eb$adj_p.value)*5+2,nrow=3)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	941 outputData[1,]=c("X","X",rep(humanReadingContrastsRenamed,each=5))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	942 outputData[2,]=c("X","X",rep(c("p-val","FDR.p-val","FC","log2(FC)","t-stat"),ncol(data.fit.eb$adj_p.value)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	943 outputData[,1]=c("LIMMA","Gene","noGene")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	944 outputData[,2]=c("Comparison","Info","noInfo")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	945
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	946 outputDfData=matrix(0,ncol=3+1,nrow=2)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	947 outputDfData[1,]=c("X","df.residual","df.prior","df.total")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	948 outputDfData[,1]=c("Statistics","noGene")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	949 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	950 if(length(genesToKeep)==1){
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	951 outputData=matrix(0,ncol=ncol(data.fit.eb$adj_p.value)*5+2,nrow=3)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	952 outputData[1,]=c("X","X",rep(humanReadingContrastsRenamed,each=5))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	953 outputData[2,]=c("X","X",rep(c("p-val","FDR.p-val","FC","log2(FC)","t-stat"),ncol(data.fit.eb$adj_p.value)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	954 outputData[,1]=c("LIMMA","Gene",genesToKeep)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	955 outputData[,2]=c("Comparison","Info","na")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	956 if(!is.null(rowItemInfo))outputData[3,2]=rowItemInfo[genesToKeep]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	957 outputData[3,seq(3,ncol(outputData),5)]=prettyNum(data.fit.eb$p.value,digits=4)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	958 outputData[3,seq(4,ncol(outputData),5)]=prettyNum(data.fit.eb$adj_p.value,digits=4)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	959 outputData[3,seq(5,ncol(outputData),5)]=prettyNum(2^data.fit.eb$coefficients,digits=4)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	960 outputData[3,seq(6,ncol(outputData),5)]=prettyNum(data.fit.eb$coefficients,digits=4)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	961 outputData[3,seq(7,ncol(outputData),5)]=prettyNum(data.fit.eb$t,digits=4)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	962
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	963 outputDfData=matrix(0,ncol=3+1,nrow=1+nrow(dfMatrix))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	964 outputDfData[1,]=c("Statistics","df.residual","df.prior","df.total")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	965 outputDfData[2,]=c(rownames(dfMatrix),prettyNum(dfMatrix[,c("df.residual","df.prior","df.total")],digits=4))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	966 }else{
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	967 #format matrix to be correctly read by galaxy (move headers in first column and row)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	968 outputData=matrix(0,ncol=ncol(data.fit.eb$adj_p.value)*5+2,nrow=nrow(data.fit.eb$adj_p.value)+2)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	969 outputData[1,]=c("X","X",rep(humanReadingContrastsRenamed,each=5))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	970 outputData[2,]=c("X","X",rep(c("p-val","FDR.p-val","FC","log2(FC)","t-stat"),ncol(data.fit.eb$adj_p.value)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	971 outputData[,1]=c("LIMMA","Gene",rownames(data.fit.eb$adj_p.value))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	972 outputData[,2]=c("Comparison","Info",rep("na",nrow(data.fit.eb$adj_p.value)))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	973 if(!is.null(rowItemInfo))outputData[3:nrow(outputData),2]=rowItemInfo[rownames(data.fit.eb$adj_p.value)]
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	974 outputData[3:nrow(outputData),seq(3,ncol(outputData),5)]=prettyNum(data.fit.eb$p.value,digits=4)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	975 outputData[3:nrow(outputData),seq(4,ncol(outputData),5)]=prettyNum(data.fit.eb$adj_p.value,digits=4)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	976 outputData[3:nrow(outputData),seq(5,ncol(outputData),5)]=prettyNum(2^data.fit.eb$coefficients,digits=4)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	977 outputData[3:nrow(outputData),seq(6,ncol(outputData),5)]=prettyNum(data.fit.eb$coefficients,digits=4)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	978 outputData[3:nrow(outputData),seq(7,ncol(outputData),5)]=prettyNum(data.fit.eb$t,digits=4)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	979
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	980 outputDfData=matrix(0,ncol=3+1,nrow=1+nrow(dfMatrix))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	981 outputDfData[1,]=c("Statistics","df.residual","df.prior","df.total")
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	982 outputDfData[2:(1+nrow(dfMatrix)),]=cbind(rownames(dfMatrix),prettyNum(dfMatrix[,c("df.residual")],digits=4),prettyNum(dfMatrix[,c("df.prior")],digits=4),prettyNum(dfMatrix[,c("df.total")],digits=4))
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	983 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	984 }
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	985 addComment("[INFO]Formated output",T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	986
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	987 #write output results
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	988 write.table(outputData,file=opt$outputFile,quote=FALSE,sep="\t",col.names = F,row.names = F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	989
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	990 #write df info file
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	991 write.table(outputDfData,file=opt$outputDfFile,quote=FALSE,sep="\t",col.names = F,row.names = F)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	992
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	993 end.time <- Sys.time()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	994 addComment(c("[INFO]Total execution time for R script:",as.numeric(end.time - start.time,units="mins"),"mins"),T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	995
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	996 addComment("[INFO]End of R script",T,opt$log,display=FALSE)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	997
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	998 printSessionInfo(opt$log)
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	999 #sessionInfo()
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	1000
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	1001
f274c8d45613 "planemo upload for repository https://github.com/juliechevalier/GIANT/tree/master commit cb276a594444c8f32e9819fefde3a21f121d35df" vandelj parents: diff changeset	1002

Mercurial > repos > vandelj > giant_limma_analysis

annotate src/LIMMAscriptV4.R @ 2:3dc31e252649 draft default tip