# HG changeset patch # User workflow4metabolomics # Date 1694423675 0 # Node ID cdab04a1d1d7078d3e66e7d91f6ec0fc5165f644 # Parent 94eb263cfab4441d4591987c2c5c6d86289e7c95 planemo upload for repository https://github.com/workflow4metabolomics/tools-metabolomics/ commit 2cb157bd9a8701a3d6874e084032cbd050b8953e diff -r 94eb263cfab4 -r cdab04a1d1d7 README.rst --- a/README.rst Wed Apr 07 09:53:54 2021 +0000 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,34 +0,0 @@ - -Changelog/News --------------- - -.. _News: https://bioconductor.org/packages/release/bioc/news/xcms/NEWS - -**Version 3.12.0+galaxy* - 03/03/2020** - -- UPGRADE: upgrade the xcms version from 3.6.1 to 3.12.0 (see XCMS News_) - -**Version 3.6.1.0 - 03/09/2019** - -- UPGRADE: upgrade the xcms version from 3.4.4 to 3.6.1 (see XCMS News_) - -**Version 3.4.3.0 - 08/02/2019** - -- UPGRADE: upgrade the xcms version from 3.0.0 to 3.4.3 - -**Version 3.0.0.0 - 08/03/2018** - -- UPGRADE: upgrade the xcms version from 1.46.0 to 3.0.0. So refactoring of a lot of underlining codes and methods - -- IMPROVMENT: a new dedicated tool "xcms plot chromatogram" will allow you to get TIC and BPI of your raw data. - -- IMPROVMENT: the tool will now generate a sampleMetadata file if any was provided. It will be useful to add some further information for the normalization and statistics steps. - -**Version 1.0.1 - 13/02/2017** - -- IMPROVMENT: the tool will now raise an error if a sample isn't describe in the sampleMetadata file - - -**Version 1.0.0 - 03/02/2017** - -- NEW: a new tool to merge individual xcmsSet outputs to be used by xcms.group diff -r 94eb263cfab4 -r cdab04a1d1d7 lib.r --- a/lib.r Wed Apr 07 09:53:54 2021 +0000 +++ b/lib.r Mon Sep 11 09:14:35 2023 +0000 @@ -4,12 +4,12 @@ #@author G. Le Corguille # solve an issue with batch if arguments are logical TRUE/FALSE parseCommandArgs <- function(...) { - args <- batch::parseCommandArgs(...) - for (key in names(args)) { - if (args[key] %in% c("TRUE", "FALSE")) - args[key] <- as.logical(args[key]) - } - return(args) + args <- batch::parseCommandArgs(...) + for (key in names(args)) { + if (args[key] %in% c("TRUE", "FALSE")) + args[key] <- as.logical(args[key]) + } + return(args) } #@author G. Le Corguille @@ -17,237 +17,247 @@ # - load the packages # - display the sessionInfo loadAndDisplayPackages <- function(pkgs) { - for (pkg in pkgs) suppressPackageStartupMessages(stopifnot(library(pkg, quietly = TRUE, logical.return = TRUE, character.only = TRUE))) + for (pkg in pkgs) suppressPackageStartupMessages(stopifnot(library(pkg, quietly = TRUE, logical.return = TRUE, character.only = TRUE))) - sessioninfo <- sessionInfo() - cat(sessioninfo$R.version$version.string, "\n") - cat("Main packages:\n") - for (pkg in names(sessioninfo$otherPkgs)) { - cat(paste(pkg, packageVersion(pkg)), "\t") - } - cat("\n") - cat("Other loaded packages:\n") - for (pkg in names(sessioninfo$loadedOnly)) { - cat(paste(pkg, packageVersion(pkg)), "\t") - } - cat("\n") + sessioninfo <- sessionInfo() + cat(sessioninfo$R.version$version.string, "\n") + cat("Main packages:\n") + for (pkg in names(sessioninfo$otherPkgs)) { + cat(paste(pkg, packageVersion(pkg)), "\t") + } + cat("\n") + cat("Other loaded packages:\n") + for (pkg in names(sessioninfo$loadedOnly)) { + cat(paste(pkg, packageVersion(pkg)), "\t") + } + cat("\n") } #@author G. Le Corguille # This function merge several chromBPI or chromTIC into one. mergeChrom <- function(chrom_merged, chrom) { - if (is.null(chrom_merged)) return(NULL) - chrom_merged@.Data <- cbind(chrom_merged@.Data, chrom@.Data) - return(chrom_merged) + if (is.null(chrom_merged)) return(NULL) + chrom_merged@.Data <- cbind(chrom_merged@.Data, chrom@.Data) + return(chrom_merged) } #@author G. Le Corguille # This function merge several xdata into one. mergeXData <- function(args) { - chromTIC <- NULL - chromBPI <- NULL - chromTIC_adjusted <- NULL - chromBPI_adjusted <- NULL - md5sumList <- NULL - for (image in args$images) { + chromTIC <- NULL + chromBPI <- NULL + chromTIC_adjusted <- NULL + chromBPI_adjusted <- NULL + md5sumList <- NULL + for (image in args$images) { - load(image) - # Handle infiles - if (!exists("singlefile")) singlefile <- NULL - if (!exists("zipfile")) zipfile <- NULL - rawFilePath <- retrieveRawfileInTheWorkingDir(singlefile, zipfile, args) - zipfile <- rawFilePath$zipfile - singlefile <- rawFilePath$singlefile + load(image) + # Handle infiles + if (!exists("singlefile")) singlefile <- NULL + if (!exists("zipfile")) zipfile <- NULL + rawFilePath <- retrieveRawfileInTheWorkingDir(singlefile, zipfile, args) + zipfile <- rawFilePath$zipfile + singlefile <- rawFilePath$singlefile - if (exists("raw_data")) xdata <- raw_data - if (!exists("xdata")) stop("\n\nERROR: The RData doesn't contain any object called 'xdata'. This RData should have been created by an old version of XMCS 2.*") + if (exists("raw_data")) xdata <- raw_data + if (!exists("xdata")) stop("\n\nERROR: The RData doesn't contain any object called 'xdata'. This RData should have been created by an old version of XMCS 2.*") - cat(sampleNamesList$sampleNamesOrigin, "\n") + cat(sampleNamesList$sampleNamesOrigin, "\n") - if (!exists("xdata_merged")) { - xdata_merged <- xdata - singlefile_merged <- singlefile - md5sumList_merged <- md5sumList - sampleNamesList_merged <- sampleNamesList - chromTIC_merged <- chromTIC - chromBPI_merged <- chromBPI - chromTIC_adjusted_merged <- chromTIC_adjusted - chromBPI_adjusted_merged <- chromBPI_adjusted - } else { - if (is(xdata, "XCMSnExp")) xdata_merged <- c(xdata_merged, xdata) - else if (is(xdata, "OnDiskMSnExp")) xdata_merged <- xcms:::.concatenate_OnDiskMSnExp(xdata_merged, xdata) - else stop("\n\nERROR: The RData either a OnDiskMSnExp object called raw_data or a XCMSnExp object called xdata") + if (!exists("xdata_merged")) { + xdata_merged <- xdata + singlefile_merged <- singlefile + md5sumList_merged <- md5sumList + sampleNamesList_merged <- sampleNamesList + chromTIC_merged <- chromTIC + chromBPI_merged <- chromBPI + chromTIC_adjusted_merged <- chromTIC_adjusted + chromBPI_adjusted_merged <- chromBPI_adjusted + } else { + if (is(xdata, "XCMSnExp")) xdata_merged <- c(xdata_merged, xdata) + else if (is(xdata, "OnDiskMSnExp")) xdata_merged <- xcms:::.concatenate_OnDiskMSnExp(xdata_merged, xdata) + else stop("\n\nERROR: The RData either a OnDiskMSnExp object called raw_data or a XCMSnExp object called xdata") - singlefile_merged <- c(singlefile_merged, singlefile) - md5sumList_merged$origin <- rbind(md5sumList_merged$origin, md5sumList$origin) - sampleNamesList_merged$sampleNamesOrigin <- c(sampleNamesList_merged$sampleNamesOrigin, sampleNamesList$sampleNamesOrigin) - sampleNamesList_merged$sampleNamesMakeNames <- c(sampleNamesList_merged$sampleNamesMakeNames, sampleNamesList$sampleNamesMakeNames) - chromTIC_merged <- mergeChrom(chromTIC_merged, chromTIC) - chromBPI_merged <- mergeChrom(chromBPI_merged, chromBPI) - chromTIC_adjusted_merged <- mergeChrom(chromTIC_adjusted_merged, chromTIC_adjusted) - chromBPI_adjusted_merged <- mergeChrom(chromBPI_adjusted_merged, chromBPI_adjusted) - } + singlefile_merged <- c(singlefile_merged, singlefile) + md5sumList_merged$origin <- rbind(md5sumList_merged$origin, md5sumList$origin) + sampleNamesList_merged$sampleNamesOrigin <- c(sampleNamesList_merged$sampleNamesOrigin, sampleNamesList$sampleNamesOrigin) + sampleNamesList_merged$sampleNamesMakeNames <- c(sampleNamesList_merged$sampleNamesMakeNames, sampleNamesList$sampleNamesMakeNames) + chromTIC_merged <- mergeChrom(chromTIC_merged, chromTIC) + chromBPI_merged <- mergeChrom(chromBPI_merged, chromBPI) + chromTIC_adjusted_merged <- mergeChrom(chromTIC_adjusted_merged, chromTIC_adjusted) + chromBPI_adjusted_merged <- mergeChrom(chromBPI_adjusted_merged, chromBPI_adjusted) } - rm(image) - xdata <- xdata_merged; rm(xdata_merged) - singlefile <- singlefile_merged; rm(singlefile_merged) - md5sumList <- md5sumList_merged; rm(md5sumList_merged) - sampleNamesList <- sampleNamesList_merged; rm(sampleNamesList_merged) + } + rm(image) + xdata <- xdata_merged + rm(xdata_merged) + singlefile <- singlefile_merged + rm(singlefile_merged) + md5sumList <- md5sumList_merged + rm(md5sumList_merged) + sampleNamesList <- sampleNamesList_merged + rm(sampleNamesList_merged) - if (!is.null(args$sampleMetadata)) { - cat("\tXSET PHENODATA SETTING...\n") - sampleMetadataFile <- args$sampleMetadata - sampleMetadata <- getDataFrameFromFile(sampleMetadataFile, header = F) - xdata@phenoData@data$sample_group <- sampleMetadata$V2[match(xdata@phenoData@data$sample_name, sampleMetadata$V1)] + if (!is.null(args$sampleMetadata)) { + cat("\tXSET PHENODATA SETTING...\n") + sampleMetadataFile <- args$sampleMetadata + sampleMetadata <- getDataFrameFromFile(sampleMetadataFile, header = FALSE) + xdata@phenoData@data$sample_group <- sampleMetadata$V2[match(xdata@phenoData@data$sample_name, sampleMetadata$V1)] - if (any(is.na(pData(xdata)$sample_group))) { - sample_missing <- pData(xdata)$sample_name[is.na(pData(xdata)$sample_group)] - error_message <- paste("Those samples are missing in your sampleMetadata:", paste(sample_missing, collapse = " ")) - print(error_message) - stop(error_message) - } - } - - if (!is.null(chromTIC_merged)) { - chromTIC <- chromTIC_merged; chromTIC@phenoData <- xdata@phenoData + if (any(is.na(pData(xdata)$sample_group))) { + sample_missing <- pData(xdata)$sample_name[is.na(pData(xdata)$sample_group)] + error_message <- paste("Those samples are missing in your sampleMetadata:", paste(sample_missing, collapse = " ")) + print(error_message) + stop(error_message) } - if (!is.null(chromBPI_merged)) { - chromBPI <- chromBPI_merged; chromBPI@phenoData <- xdata@phenoData - } - if (!is.null(chromTIC_adjusted_merged)) { - chromTIC_adjusted <- chromTIC_adjusted_merged; chromTIC_adjusted@phenoData <- xdata@phenoData - } - if (!is.null(chromBPI_adjusted_merged)) { - chromBPI_adjusted <- chromBPI_adjusted_merged; chromBPI_adjusted@phenoData <- xdata@phenoData - } + } - return(list("xdata" = xdata, "singlefile" = singlefile, "md5sumList" = md5sumList, "sampleNamesList" = sampleNamesList, "chromTIC" = chromTIC, "chromBPI" = chromBPI, "chromTIC_adjusted" = chromTIC_adjusted, "chromBPI_adjusted" = chromBPI_adjusted)) + if (!is.null(chromTIC_merged)) { + chromTIC <- chromTIC_merged + chromTIC@phenoData <- xdata@phenoData + } + if (!is.null(chromBPI_merged)) { + chromBPI <- chromBPI_merged + chromBPI@phenoData <- xdata@phenoData + } + if (!is.null(chromTIC_adjusted_merged)) { + chromTIC_adjusted <- chromTIC_adjusted_merged + chromTIC_adjusted@phenoData <- xdata@phenoData + } + if (!is.null(chromBPI_adjusted_merged)) { + chromBPI_adjusted <- chromBPI_adjusted_merged + chromBPI_adjusted@phenoData <- xdata@phenoData + } + + return(list("xdata" = xdata, "singlefile" = singlefile, "md5sumList" = md5sumList, "sampleNamesList" = sampleNamesList, "chromTIC" = chromTIC, "chromBPI" = chromBPI, "chromTIC_adjusted" = chromTIC_adjusted, "chromBPI_adjusted" = chromBPI_adjusted)) } #@author G. Le Corguille # This function convert if it is required the Retention Time in minutes RTSecondToMinute <- function(variableMetadata, convertRTMinute) { - if (convertRTMinute) { - #converting the retention times (seconds) into minutes - print("converting the retention times into minutes in the variableMetadata") - variableMetadata[, "rt"] <- variableMetadata[, "rt"] / 60 - variableMetadata[, "rtmin"] <- variableMetadata[, "rtmin"] / 60 - variableMetadata[, "rtmax"] <- variableMetadata[, "rtmax"] / 60 - } - return(variableMetadata) + if (convertRTMinute) { + #converting the retention times (seconds) into minutes + print("converting the retention times into minutes in the variableMetadata") + variableMetadata[, "rt"] <- variableMetadata[, "rt"] / 60 + variableMetadata[, "rtmin"] <- variableMetadata[, "rtmin"] / 60 + variableMetadata[, "rtmax"] <- variableMetadata[, "rtmax"] / 60 + } + return(variableMetadata) } #@author G. Le Corguille # This function format ions identifiers formatIonIdentifiers <- function(variableMetadata, numDigitsRT = 0, numDigitsMZ = 0) { - splitDeco <- strsplit(as.character(variableMetadata$name), "_") - idsDeco <- sapply(splitDeco, - function(x) { - deco <- unlist(x)[2]; if (is.na(deco)) return("") else return(paste0("_", deco)) - } - ) - namecustom <- make.unique(paste0("M", round(variableMetadata[, "mz"], numDigitsMZ), "T", round(variableMetadata[, "rt"], numDigitsRT), idsDeco)) - variableMetadata <- cbind(name = variableMetadata$name, namecustom = namecustom, variableMetadata[, !(colnames(variableMetadata) %in% c("name"))]) - return(variableMetadata) + splitDeco <- strsplit(as.character(variableMetadata$name), "_") + idsDeco <- sapply(splitDeco, + function(x) { + deco <- unlist(x)[2] + if (is.na(deco)) return("") else return(paste0("_", deco)) + } + ) + namecustom <- make.unique(paste0("M", round(variableMetadata[, "mz"], numDigitsMZ), "T", round(variableMetadata[, "rt"], numDigitsRT), idsDeco)) + variableMetadata <- cbind(name = variableMetadata$name, namecustom = namecustom, variableMetadata[, !(colnames(variableMetadata) %in% c("name"))]) + return(variableMetadata) } #@author G. Le Corguille # This function convert the remain NA to 0 in the dataMatrix naTOzeroDataMatrix <- function(dataMatrix, naTOzero) { - if (naTOzero) { - dataMatrix[is.na(dataMatrix)] <- 0 - } - return(dataMatrix) + if (naTOzero) { + dataMatrix[is.na(dataMatrix)] <- 0 + } + return(dataMatrix) } #@author G. Le Corguille # Draw the plotChromPeakDensity 3 per page in a pdf file getPlotChromPeakDensity <- function(xdata, param = NULL, mzdigit = 4) { - pdf(file = "plotChromPeakDensity.pdf", width = 16, height = 12) + pdf(file = "plotChromPeakDensity.pdf", width = 16, height = 12) - par(mfrow = c(3, 1), mar = c(4, 4, 1, 0.5)) + par(mfrow = c(3, 1), mar = c(4, 4, 1, 0.5)) - if (length(unique(xdata$sample_group)) < 10) { - group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") - }else{ - group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") - } - names(group_colors) <- unique(xdata$sample_group) - col_per_samp <- as.character(xdata$sample_group) - for (i in seq_len(length(group_colors))) { - col_per_samp[col_per_samp == (names(group_colors)[i])] <- group_colors[i] - } + if (length(unique(xdata$sample_group)) < 10) { + group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") + } else { + group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") + } + names(group_colors) <- unique(xdata$sample_group) + col_per_samp <- as.character(xdata$sample_group) + for (i in seq_len(length(group_colors))) { + col_per_samp[col_per_samp == (names(group_colors)[i])] <- group_colors[i] + } - xlim <- c(min(featureDefinitions(xdata)$rtmin), max(featureDefinitions(xdata)$rtmax)) - for (i in seq_len(nrow(featureDefinitions(xdata)))) { - mzmin <- featureDefinitions(xdata)[i, ]$mzmin - mzmax <- featureDefinitions(xdata)[i, ]$mzmax - plotChromPeakDensity(xdata, param = param, mz = c(mzmin, mzmax), col = col_per_samp, pch = 16, xlim = xlim, main = paste(round(mzmin, mzdigit), round(mzmax, mzdigit))) - legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) - } + xlim <- c(min(featureDefinitions(xdata)$rtmin), max(featureDefinitions(xdata)$rtmax)) + for (i in seq_len(nrow(featureDefinitions(xdata)))) { + mzmin <- featureDefinitions(xdata)[i, ]$mzmin + mzmax <- featureDefinitions(xdata)[i, ]$mzmax + plotChromPeakDensity(xdata, param = param, mz = c(mzmin, mzmax), col = col_per_samp, pch = 16, xlim = xlim, main = paste(round(mzmin, mzdigit), round(mzmax, mzdigit))) + legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) + } - dev.off() + dev.off() } #@author G. Le Corguille # Draw the plotChromPeakDensity 3 per page in a pdf file getPlotAdjustedRtime <- function(xdata) { - pdf(file = "raw_vs_adjusted_rt.pdf", width = 16, height = 12) + pdf(file = "raw_vs_adjusted_rt.pdf", width = 16, height = 12) - # Color by group - if (length(unique(xdata$sample_group)) < 10) { - group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") - } else { - group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") - } - if (length(group_colors) > 1) { - names(group_colors) <- unique(xdata$sample_group) - plotAdjustedRtime(xdata, col = group_colors[xdata$sample_group]) - legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) - } + # Color by group + if (length(unique(xdata$sample_group)) < 10) { + group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") + } else { + group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") + } + if (length(group_colors) > 1) { + names(group_colors) <- unique(xdata$sample_group) + plotAdjustedRtime(xdata, col = group_colors[xdata$sample_group]) + legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) + } - # Color by sample - plotAdjustedRtime(xdata, col = rainbow(length(xdata@phenoData@data$sample_name))) - legend("topright", legend = xdata@phenoData@data$sample_name, col = rainbow(length(xdata@phenoData@data$sample_name)), cex = 0.8, lty = 1) + # Color by sample + plotAdjustedRtime(xdata, col = rainbow(length(xdata@phenoData@data$sample_name))) + legend("topright", legend = xdata@phenoData@data$sample_name, col = rainbow(length(xdata@phenoData@data$sample_name)), cex = 0.8, lty = 1) - dev.off() + dev.off() } #@author G. Le Corguille # value: intensity values to be used into, maxo or intb -getPeaklistW4M <- function(xdata, intval = "into", convertRTMinute = F, numDigitsMZ = 4, numDigitsRT = 0, naTOzero = T, variableMetadataOutput, dataMatrixOutput, sampleNamesList) { - dataMatrix <- featureValues(xdata, method = "medret", value = intval) - colnames(dataMatrix) <- make.names(tools::file_path_sans_ext(colnames(dataMatrix))) - dataMatrix <- cbind(name = groupnames(xdata), dataMatrix) - variableMetadata <- featureDefinitions(xdata) - colnames(variableMetadata)[1] <- "mz"; colnames(variableMetadata)[4] <- "rt" - variableMetadata <- data.frame(name = groupnames(xdata), variableMetadata) +getPeaklistW4M <- function(xdata, intval = "into", convertRTMinute = FALSE, numDigitsMZ = 4, numDigitsRT = 0, naTOzero = TRUE, variableMetadataOutput, dataMatrixOutput, sampleNamesList) { + dataMatrix <- featureValues(xdata, method = "medret", value = intval) + colnames(dataMatrix) <- make.names(tools::file_path_sans_ext(colnames(dataMatrix))) + dataMatrix <- cbind(name = groupnames(xdata), dataMatrix) + variableMetadata <- featureDefinitions(xdata) + colnames(variableMetadata)[1] <- "mz" + colnames(variableMetadata)[4] <- "rt" + variableMetadata <- data.frame(name = groupnames(xdata), variableMetadata) - variableMetadata <- RTSecondToMinute(variableMetadata, convertRTMinute) - variableMetadata <- formatIonIdentifiers(variableMetadata, numDigitsRT = numDigitsRT, numDigitsMZ = numDigitsMZ) - dataMatrix <- naTOzeroDataMatrix(dataMatrix, naTOzero) + variableMetadata <- RTSecondToMinute(variableMetadata, convertRTMinute) + variableMetadata <- formatIonIdentifiers(variableMetadata, numDigitsRT = numDigitsRT, numDigitsMZ = numDigitsMZ) + dataMatrix <- naTOzeroDataMatrix(dataMatrix, naTOzero) - # FIX: issue when the vector at peakidx is too long and is written in a new line during the export - variableMetadata[, "peakidx"] <- vapply(variableMetadata[, "peakidx"], FUN = paste, FUN.VALUE = character(1), collapse = ",") + # FIX: issue when the vector at peakidx is too long and is written in a new line during the export + variableMetadata[, "peakidx"] <- vapply(variableMetadata[, "peakidx"], FUN = paste, FUN.VALUE = character(1), collapse = ",") - write.table(variableMetadata, file = variableMetadataOutput, sep = "\t", quote = F, row.names = F) - write.table(dataMatrix, file = dataMatrixOutput, sep = "\t", quote = F, row.names = F) + write.table(variableMetadata, file = variableMetadataOutput, sep = "\t", quote = FALSE, row.names = FALSE) + write.table(dataMatrix, file = dataMatrixOutput, sep = "\t", quote = FALSE, row.names = FALSE) } #@author G. Le Corguille # It allow different of field separators -getDataFrameFromFile <- function(filename, header = T) { - myDataFrame <- read.table(filename, header = header, sep = ";", stringsAsFactors = F) - if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header = header, sep = "\t", stringsAsFactors = F) - if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header = header, sep = ",", stringsAsFactors = F) - if (ncol(myDataFrame) < 2) { - error_message <- "Your tabular file seems not well formatted. The column separators accepted are ; , and tabulation" - print(error_message) - stop(error_message) - } - return(myDataFrame) +getDataFrameFromFile <- function(filename, header = TRUE) { + myDataFrame <- read.table(filename, header = header, sep = ";", stringsAsFactors = FALSE) + if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header = header, sep = "\t", stringsAsFactors = FALSE) + if (ncol(myDataFrame) < 2) myDataFrame <- read.table(filename, header = header, sep = ",", stringsAsFactors = FALSE) + if (ncol(myDataFrame) < 2) { + error_message <- "Your tabular file seems not well formatted. The column separators accepted are ; , and tabulation" + print(error_message) + stop(error_message) + } + return(myDataFrame) } #@author G. Le Corguille @@ -255,36 +265,36 @@ # colored by sample names or class names getPlotChromatogram <- function(chrom, xdata, pdfname = "Chromatogram.pdf", aggregationFun = "max") { - if (aggregationFun == "sum") - type <- "Total Ion Chromatograms" - else - type <- "Base Peak Intensity Chromatograms" + if (aggregationFun == "sum") + type <- "Total Ion Chromatograms" + else + type <- "Base Peak Intensity Chromatograms" - adjusted <- "Raw" - if (hasAdjustedRtime(xdata)) - adjusted <- "Adjusted" + adjusted <- "Raw" + if (hasAdjustedRtime(xdata)) + adjusted <- "Adjusted" - main <- paste(type, ":", adjusted, "data") + main <- paste(type, ":", adjusted, "data") - pdf(pdfname, width = 16, height = 10) + pdf(pdfname, width = 16, height = 10) - # Color by group - if (length(unique(xdata$sample_group)) < 10) { - group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") - }else{ - group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") - } - if (length(group_colors) > 1) { - names(group_colors) <- unique(xdata$sample_group) - plot(chrom, col = group_colors[chrom$sample_group], main = main, peakType = "none") - legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) - } + # Color by group + if (length(unique(xdata$sample_group)) < 10) { + group_colors <- brewer.pal(length(unique(xdata$sample_group)), "Set1") + } else { + group_colors <- hcl.colors(length(unique(xdata$sample_group)), palette = "Dark 3") + } + if (length(group_colors) > 1) { + names(group_colors) <- unique(xdata$sample_group) + plot(chrom, col = group_colors[chrom$sample_group], main = main, peakType = "none") + legend("topright", legend = names(group_colors), col = group_colors, cex = 0.8, lty = 1) + } - # Color by sample - plot(chrom, col = rainbow(length(xdata@phenoData@data$sample_name)), main = main, peakType = "none") - legend("topright", legend = xdata@phenoData@data$sample_name, col = rainbow(length(xdata@phenoData@data$sample_name)), cex = 0.8, lty = 1) + # Color by sample + plot(chrom, col = rainbow(length(xdata@phenoData@data$sample_name)), main = main, peakType = "none") + legend("topright", legend = xdata@phenoData@data$sample_name, col = rainbow(length(xdata@phenoData@data$sample_name)), cex = 0.8, lty = 1) - dev.off() + dev.off() } @@ -292,61 +302,61 @@ #@author Misharl Monsoor misharl.monsoor@sb-roscoff.fr ABiMS TEAM #@author Gildas Le Corguille lecorguille@sb-roscoff.fr ABiMS TEAM getSampleMetadata <- function(xdata = NULL, sampleMetadataOutput = "sampleMetadata.tsv") { - cat("Creating the sampleMetadata file...\n") + cat("Creating the sampleMetadata file...\n") - #Create the sampleMetada dataframe - sampleMetadata <- xdata@phenoData@data - rownames(sampleMetadata) <- NULL - colnames(sampleMetadata) <- c("sample_name", "class") + #Create the sampleMetada dataframe + sampleMetadata <- xdata@phenoData@data + rownames(sampleMetadata) <- NULL + colnames(sampleMetadata) <- c("sample_name", "class") - sampleNamesOrigin <- sampleMetadata$sample_name - sampleNamesMakeNames <- make.names(sampleNamesOrigin) + sampleNamesOrigin <- sampleMetadata$sample_name + sampleNamesMakeNames <- make.names(sampleNamesOrigin) - if (any(duplicated(sampleNamesMakeNames))) { - write("\n\nERROR: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names().\nIn your case, at least two columns after the renaming obtain the same name, thus XCMS will collapse those columns per name.", stderr()) - for (sampleName in sampleNamesOrigin) { - write(paste(sampleName, "\t->\t", make.names(sampleName)), stderr()) - } - stop("\n\nERROR: One or more of your files will not be import by xcmsSet. It may due to bad characters in their filenames.") + if (any(duplicated(sampleNamesMakeNames))) { + write("\n\nERROR: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names().\nIn your case, at least two columns after the renaming obtain the same name, thus XCMS will collapse those columns per name.", stderr()) + for (sampleName in sampleNamesOrigin) { + write(paste(sampleName, "\t->\t", make.names(sampleName)), stderr()) } + stop("\n\nERROR: One or more of your files will not be import by xcmsSet. It may due to bad characters in their filenames.") + } - if (!all(sampleNamesOrigin == sampleNamesMakeNames)) { - cat("\n\nWARNING: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names()\nIn your case, one or more sample names will be renamed in the sampleMetadata and dataMatrix files:\n") - for (sampleName in sampleNamesOrigin) { - cat(paste(sampleName, "\t->\t", make.names(sampleName), "\n")) - } + if (!all(sampleNamesOrigin == sampleNamesMakeNames)) { + cat("\n\nWARNING: Usually, R has trouble to deal with special characters in its column names, so it rename them using make.names()\nIn your case, one or more sample names will be renamed in the sampleMetadata and dataMatrix files:\n") + for (sampleName in sampleNamesOrigin) { + cat(paste(sampleName, "\t->\t", make.names(sampleName), "\n")) } + } - sampleMetadata$sample_name <- sampleNamesMakeNames + sampleMetadata$sample_name <- sampleNamesMakeNames - #For each sample file, the following actions are done - for (fileIdx in seq_len(length(fileNames(xdata)))) { - #Check if the file is in the CDF format - if (!mzR:::netCDFIsFile(fileNames(xdata))) { + #For each sample file, the following actions are done + for (fileIdx in seq_len(length(fileNames(xdata)))) { + #Check if the file is in the CDF format + if (!mzR:::netCDFIsFile(fileNames(xdata))) { - # If the column isn't exist, with add one filled with NA - if (is.null(sampleMetadata$polarity)) sampleMetadata$polarity <- NA + # If the column isn't exist, with add one filled with NA + if (is.null(sampleMetadata$polarity)) sampleMetadata$polarity <- NA - #Extract the polarity (a list of polarities) - polarity <- fData(xdata)[fData(xdata)$fileIdx == fileIdx, "polarity"] - #Verify if all the scans have the same polarity - uniq_list <- unique(polarity) - if (length(uniq_list) > 1) { - polarity <- "mixed" - } else { - polarity <- as.character(uniq_list) - } + #Extract the polarity (a list of polarities) + polarity <- fData(xdata)[fData(xdata)$fileIdx == fileIdx, "polarity"] + #Verify if all the scans have the same polarity + uniq_list <- unique(polarity) + if (length(uniq_list) > 1) { + polarity <- "mixed" + } else { + polarity <- as.character(uniq_list) + } - #Set the polarity attribute - sampleMetadata$polarity[fileIdx] <- polarity - } - + #Set the polarity attribute + sampleMetadata$polarity[fileIdx] <- polarity } - write.table(sampleMetadata, sep = "\t", quote = FALSE, row.names = FALSE, file = sampleMetadataOutput) + } - return(list("sampleNamesOrigin" = sampleNamesOrigin, "sampleNamesMakeNames" = sampleNamesMakeNames)) + write.table(sampleMetadata, sep = "\t", quote = FALSE, row.names = FALSE, file = sampleMetadataOutput) + + return(list("sampleNamesOrigin" = sampleNamesOrigin, "sampleNamesMakeNames" = sampleNamesMakeNames)) } @@ -354,9 +364,9 @@ # This function will compute MD5 checksum to check the data integrity #@author Gildas Le Corguille lecorguille@sb-roscoff.fr getMd5sum <- function(files) { - cat("Compute md5 checksum...\n") - library(tools) - return(as.matrix(md5sum(files))) + cat("Compute md5 checksum...\n") + library(tools) + return(as.matrix(md5sum(files))) } # This function retrieve the raw file in the working directory @@ -365,87 +375,87 @@ #@author Gildas Le Corguille lecorguille@sb-roscoff.fr retrieveRawfileInTheWorkingDir <- function(singlefile, zipfile, args, prefix = "") { - if (!(prefix %in% c("", "Positive", "Negative", "MS1", "MS2"))) stop("prefix must be either '', 'Positive', 'Negative', 'MS1' or 'MS2'") + if (!(prefix %in% c("", "Positive", "Negative", "MS1", "MS2"))) stop("prefix must be either '', 'Positive', 'Negative', 'MS1' or 'MS2'") - # single - if the file are passed in the command arguments -> refresh singlefile - if (!is.null(args[[paste0("singlefile_galaxyPath", prefix)]])) { - singlefile_galaxyPaths <- unlist(strsplit(args[[paste0("singlefile_galaxyPath", prefix)]], "\\|")) - singlefile_sampleNames <- unlist(strsplit(args[[paste0("singlefile_sampleName", prefix)]], "\\|")) + # single - if the file are passed in the command arguments -> refresh singlefile + if (!is.null(args[[paste0("singlefile_galaxyPath", prefix)]])) { + singlefile_galaxyPaths <- unlist(strsplit(args[[paste0("singlefile_galaxyPath", prefix)]], "\\|")) + singlefile_sampleNames <- unlist(strsplit(args[[paste0("singlefile_sampleName", prefix)]], "\\|")) - singlefile <- NULL - for (singlefile_galaxyPath_i in seq_len(length(singlefile_galaxyPaths))) { - singlefile_galaxyPath <- singlefile_galaxyPaths[singlefile_galaxyPath_i] - singlefile_sampleName <- singlefile_sampleNames[singlefile_galaxyPath_i] - # In case, an url is used to import data within Galaxy - singlefile_sampleName <- tail(unlist(strsplit(singlefile_sampleName, "/")), n = 1) - singlefile[[singlefile_sampleName]] <- singlefile_galaxyPath + singlefile <- NULL + for (singlefile_galaxyPath_i in seq_len(length(singlefile_galaxyPaths))) { + singlefile_galaxyPath <- singlefile_galaxyPaths[singlefile_galaxyPath_i] + singlefile_sampleName <- singlefile_sampleNames[singlefile_galaxyPath_i] + # In case, an url is used to import data within Galaxy + singlefile_sampleName <- tail(unlist(strsplit(singlefile_sampleName, "/")), n = 1) + singlefile[[singlefile_sampleName]] <- singlefile_galaxyPath + } + } + # zipfile - if the file are passed in the command arguments -> refresh zipfile + if (!is.null(args[[paste0("zipfile", prefix)]])) + zipfile <- args[[paste0("zipfile", prefix)]] + + # single + if (!is.null(singlefile) && (length("singlefile") > 0)) { + files <- vector() + for (singlefile_sampleName in names(singlefile)) { + singlefile_galaxyPath <- singlefile[[singlefile_sampleName]] + if (!file.exists(singlefile_galaxyPath)) { + error_message <- paste("Cannot access the sample:", singlefile_sampleName, "located:", singlefile_galaxyPath, ". Please, contact your administrator ... if you have one!") + print(error_message) + stop(error_message) } - } - # zipfile - if the file are passed in the command arguments -> refresh zipfile - if (!is.null(args[[paste0("zipfile", prefix)]])) - zipfile <- args[[paste0("zipfile", prefix)]] - - # single - if (!is.null(singlefile) && (length("singlefile") > 0)) { - files <- vector() - for (singlefile_sampleName in names(singlefile)) { - singlefile_galaxyPath <- singlefile[[singlefile_sampleName]] - if (!file.exists(singlefile_galaxyPath)) { - error_message <- paste("Cannot access the sample:", singlefile_sampleName, "located:", singlefile_galaxyPath, ". Please, contact your administrator ... if you have one!") - print(error_message); stop(error_message) - } - if (!suppressWarnings(try(file.link(singlefile_galaxyPath, singlefile_sampleName), silent = T))) - file.copy(singlefile_galaxyPath, singlefile_sampleName) - files <- c(files, singlefile_sampleName) - } + if (!suppressWarnings(try(file.link(singlefile_galaxyPath, singlefile_sampleName), silent = TRUE))) + file.copy(singlefile_galaxyPath, singlefile_sampleName) + files <- c(files, singlefile_sampleName) } - # zipfile - if (!is.null(zipfile) && (zipfile != "")) { - if (!file.exists(zipfile)) { - error_message <- paste("Cannot access the Zip file:", zipfile, ". Please, contact your administrator ... if you have one!") - print(error_message) - stop(error_message) - } - suppressWarnings(unzip(zipfile, unzip = "unzip")) + } + # zipfile + if (!is.null(zipfile) && (zipfile != "")) { + if (!file.exists(zipfile)) { + error_message <- paste("Cannot access the Zip file:", zipfile, ". Please, contact your administrator ... if you have one!") + print(error_message) + stop(error_message) + } + suppressWarnings(unzip(zipfile, unzip = "unzip")) - #get the directory name - suppressWarnings(filesInZip <- unzip(zipfile, list = T)) - directories <- unique(unlist(lapply(strsplit(filesInZip$Name, "/"), function(x) x[1]))) - directories <- directories[!(directories %in% c("__MACOSX")) & file.info(directories)$isdir] - directory <- "." - if (length(directories) == 1) directory <- directories + #get the directory name + suppressWarnings(filesInZip <- unzip(zipfile, list = TRUE)) + directories <- unique(unlist(lapply(strsplit(filesInZip$Name, "/"), function(x) x[1]))) + directories <- directories[!(directories %in% c("__MACOSX")) & file.info(directories)$isdir] + directory <- "." + if (length(directories) == 1) directory <- directories - cat("files_root_directory\t", directory, "\n") + cat("files_root_directory\t", directory, "\n") - filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]", "[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]") - filepattern <- paste(paste("\\.", filepattern, "$", sep = ""), collapse = "|") - info <- file.info(directory) - listed <- list.files(directory[info$isdir], pattern = filepattern, recursive = TRUE, full.names = TRUE) - files <- c(directory[!info$isdir], listed) - exists <- file.exists(files) - files <- files[exists] + filepattern <- c("[Cc][Dd][Ff]", "[Nn][Cc]", "([Mm][Zz])?[Xx][Mm][Ll]", "[Mm][Zz][Dd][Aa][Tt][Aa]", "[Mm][Zz][Mm][Ll]") + filepattern <- paste(paste("\\.", filepattern, "$", sep = ""), collapse = "|") + info <- file.info(directory) + listed <- list.files(directory[info$isdir], pattern = filepattern, recursive = TRUE, full.names = TRUE) + files <- c(directory[!info$isdir], listed) + exists <- file.exists(files) + files <- files[exists] - } - return(list(zipfile = zipfile, singlefile = singlefile, files = files)) - + } + return(list(zipfile = zipfile, singlefile = singlefile, files = files)) } # This function retrieve a xset like object #@author Gildas Le Corguille lecorguille@sb-roscoff.fr getxcmsSetObject <- function(xobject) { - # XCMS 1.x - if (class(xobject) == "xcmsSet") - return(xobject) - # XCMS 3.x - if (class(xobject) == "XCMSnExp") { - # Get the legacy xcmsSet object - suppressWarnings(xset <- as(xobject, "xcmsSet")) - if (!is.null(xset@phenoData$sample_group)) - sampclass(xset) <- xset@phenoData$sample_group - else - sampclass(xset) <- "." - return(xset) - } + # XCMS 1.x + if (class(xobject) == "xcmsSet") + return(xobject) + # XCMS 3.x + if (class(xobject) == "XCMSnExp") { + # Get the legacy xcmsSet object + suppressWarnings(xset <- as(xobject, "xcmsSet")) + if (!is.null(xset@phenoData$sample_group)) + sampclass(xset) <- xset@phenoData$sample_group + else + sampclass(xset) <- "." + return(xset) + } } diff -r 94eb263cfab4 -r cdab04a1d1d7 macros_xcms.xml --- a/macros_xcms.xml Wed Apr 07 09:53:54 2021 +0000 +++ b/macros_xcms.xml Mon Sep 11 09:14:35 2023 +0000 @@ -2,6 +2,8 @@ 3.12.0 + 1 + 21.09 bioconductor-xcms @@ -17,7 +19,7 @@ #if $file_load_section.file_load_conditional.file_load_select == "yes": #if $file_load_section.file_load_conditional.input[0].is_of_type("mzxml") or $file_load_section.file_load_conditional.input[0].is_of_type("mzml") or $file_load_section.file_load_conditional.input[0].is_of_type("mzdata") or $file_load_section.file_load_conditional.input[0].is_of_type("netcdf"): #set singlefile_galaxyPath = '|'.join( [ str( $single_file ) for $single_file in $file_load_section.file_load_conditional.input ] ) - #set singlefile_sampleName = '|'.join( [ str( $single_file.name ) for $single_file in $file_load_section.file_load_conditional.input ] ) + #set singlefile_sampleName = '|'.join( [ str( $single_file.element_identifier ) for $single_file in $file_load_section.file_load_conditional.input ] ) singlefile_galaxyPath '$singlefile_galaxyPath' singlefile_sampleName '$singlefile_sampleName' #else @@ -36,7 +38,7 @@ - + @@ -80,7 +82,7 @@ - #if $peaklist.peaklistBool + #if $peaklist.peaklistBool == 'true' convertRTMinute $peaklist.convertRTMinute numDigitsMZ $peaklist.numDigitsMZ numDigitsRT $peaklist.numDigitsRT @@ -103,14 +105,17 @@
- +
- + + + + @@ -120,10 +125,10 @@ - (peaklist['peaklistBool']) + peaklist['peaklistBool'] == 'true' - (peaklist['peaklistBool']) + peaklist['peaklistBool'] == 'true' @@ -243,24 +248,24 @@ .. _xcms: https://bioconductor.org/packages/release/bioc/html/xcms.html .. _manual: http://www.bioconductor.org/packages/release/bioc/manuals/xcms/man/xcms.pdf .. _example: https://bioconductor.org/packages/release/bioc/vignettes/xcms/inst/doc/xcms.html -.. _News: https://bioconductor.org/packages/release/bioc/news/xcms/NEWS +.. _news: https://bioconductor.org/packages/release/bioc/news/xcms/NEWS **Version 3.4.4.0 - 08/02/2019** -- UPGRADE: upgrade the xcms version from 3.0.0 to 3.4.4 (see XCMS News_) +- UPGRADE: upgrade the xcms version from 3.0.0 to 3.4.4 (see XCMS news_) **Version 3.6.1+galaxy* - 03/09/2019** -- UPGRADE: upgrade the xcms version from 3.4.4 to 3.6.1 (see XCMS News_) +- UPGRADE: upgrade the xcms version from 3.4.4 to 3.6.1 (see XCMS news_) **Version 3.12.0+galaxy* - 03/03/2020** -- UPGRADE: upgrade the xcms version from 3.6.1 to 3.12.0 (see XCMS News_) +- UPGRADE: upgrade the xcms version from 3.6.1 to 3.12.0 (see XCMS news_) diff -r 94eb263cfab4 -r cdab04a1d1d7 repository_dependencies.xml --- a/repository_dependencies.xml Wed Apr 07 09:53:54 2021 +0000 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,5 +0,0 @@ - - - - - \ No newline at end of file diff -r 94eb263cfab4 -r cdab04a1d1d7 static/images/msnbase_readmsdata_workflow.png Binary file static/images/msnbase_readmsdata_workflow.png has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 static/images/xcms_fillpeaks_workflow.png Binary file static/images/xcms_fillpeaks_workflow.png has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 static/images/xcms_group.png Binary file static/images/xcms_group.png has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 static/images/xcms_group_workflow.png Binary file static/images/xcms_group_workflow.png has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 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b/test-data/MM14.mzML Mon Sep 11 09:14:35 2023 +0000 @@ -0,0 +1,3667 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + 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+ + + + + + \ No newline at end of file diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/TICs.pdf Binary file test-data/TICs.pdf has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/faahKO-single-class.xset.group.retcor.group.fillPeaks.dataMatrix.NAless.tsv --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/faahKO-single-class.xset.group.retcor.group.fillPeaks.dataMatrix.NAless.tsv Mon Sep 11 09:14:35 2023 +0000 @@ -0,0 +1,8210 @@ +name ko15 ko16 wt15 wt16 +M200T2874 81222.2440209194 506848.884266667 54341.7228406609 72996.8772876537 +M200T3531 0 0 4586.52650000006 0 +M200T3486 6029.94499999992 0 0 0 +M200T3675 0 0 5108.15999999988 2578.12031346051 +M200T3190 0 4333.4849999999 0 0 +M200T3875 1144.01499999999 553.365929229532 585.097402094442 0 +M200T3810 0 0 1018.81499999998 0 +M200T3971 1326.99047756647 0 0 1242.61000000004 +M201T3543 0 2863.6449999999 0 0 +M201T3778 1306.08395530754 0 1680.81000000006 0 +M201T4059 0 0 1339.64000000005 275.481792795915 +M201T3626 0 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598.299987792969 3695.29345251072 3695.29345251072 3695.29345251072 1 0 1 8433,11776,16438 1 +M598T3810 M598.3T3810.1 598.299987792969 598.299987792969 598.299987792969 3810.09630605752 3810.09630605752 3810.09630605752 1 1 0 3994,11777,16439,18973 1 +M598T3222 M598.3T3222.1 598.299987792969 598.299987792969 598.299987792969 3222.14899995053 3222.14899995053 3222.14899995053 1 1 0 3095,16440,18974 1 +M598T2834 M598.3T2833.6 598.299987792969 598.299987792969 598.299987792969 2833.62775339169 2833.62775339169 2833.62775339169 1 1 0 317,14063,18975 1 +M598T3494 M598.4T3494.4 598.400024414062 598.400024414062 598.400024414062 3494.38204533357 3494.38204533357 3494.38204533357 1 0 1 5775 1 +M598T3406 M598.4T3405.6 598.400024414062 598.400024414062 598.400024414062 3405.59890988704 3405.59890988704 3405.59890988704 1 0 1 5670,11778,14064 1 +M598T3701 M598.4T3701.3 598.400024414062 598.400024414062 598.400024414062 3701.32357540785 3701.32357540785 3701.32357540785 1 0 1 8444,11779,14065,16441 1 +M598T4231 M598.4T4231.4 598.400024414062 598.400024414062 598.400024414062 4231.42055061314 4231.42055061314 4231.42055061314 1 1 0 2220,16442,18976 1 +M598T3366 M598.4T3366.4 598.400024414062 598.400024414062 598.400024414062 3366.38388912178 3366.38388912178 3366.38388912178 1 0 1 7972,11780 1 +M598T3118 M598.4T3118.3 598.400024414062 598.400024414062 598.400024414062 3118.34664801724 3118.34664801724 3118.34664801724 1 1 0 597 1 +M598T3821 M598.4T3821 598.400024414062 598.400024414062 598.400024414062 3821.015376332 3821.015376332 3821.015376332 1 1 0 4011,11781,16443,18977 1 +M598T2674 M598.5T2673.6 598.5 598.5 598.5 2673.55488584151 2670.02521505132 2677.0845566317 2 2 0 136,2434 1 +M598T3182 M598.5T3182.2 598.5 598.5 598.5 3182.22297316885 3182.22297316885 3182.22297316885 1 1 0 3049 1 +M598T2531 M598.5T2531.1 598.5 598.5 598.5 2531.11569110982 2531.11569110982 2531.11569110982 1 1 0 2284 1 +M598T4017 M598.5T4017 598.5 598.5 598.5 4016.95631869379 4016.95631869379 4016.95631869379 1 1 0 1897 1 +M598T2953 M598.5T2953.3 598.5 598.5 598.5 2953.26115441757 2953.26115441757 2953.26115441757 1 1 0 443,14066 1 +M598T2766 M598.5T2765.5 598.5 598.5 598.5 2765.5201897235 2765.5201897235 2765.5201897235 1 1 0 2533,18978 1 +M599T4225 M598.6T4225.1 598.600036621094 598.600036621094 598.600036621094 4225.11492641648 4225.11492641648 4225.11492641648 1 0 1 9189,14067 1 +M599T3183 M598.6T3183.4 598.600036621094 598.600036621094 598.600036621094 3183.36214034745 3183.36214034745 3183.36214034745 1 0 1 7731 1 +M599T2849 M598.7T2849.2 598.700012207031 598.700012207031 598.700012207031 2849.17444924777 2849.17444924777 2849.17444924777 1 0 1 7398 1 +M599T2933 M598.7T2933.1 598.700012207031 598.700012207031 598.700012207031 2933.12854852751 2933.12854852751 2933.12854852751 1 1 0 2779 1 +M599T2619 M598.8T2618.8 598.799987792969 598.799987792969 598.799987792969 2618.75269110982 2618.75269110982 2618.75269110982 1 1 0 2375,18979 1 +M599T3094 M598.9T3094 598.900024414062 598.900024414062 598.900024414062 3094.02788410395 3094.02788410395 3094.02788410395 1 0 1 7627 1 +M599T2622 M598.9T2621.9 598.900024414062 598.900024414062 598.900024414062 2621.94290740525 2621.94290740525 2621.94290740525 1 1 0 93,14068,16444,18980 1 +M599T4186 M599T4185.6 599 599 599 4185.61098070475 4185.61098070475 4185.61098070475 1 0 1 6828,11782 1 +M599T4200 M599.1T4200.1 599.100036621094 599.100036621094 599.100036621094 4200.052660864 4200.052660864 4200.052660864 1 1 0 2190,16445,18981 1 +M599T2879 M599.1T2879.3 599.100036621094 599.100036621094 599.100036621094 2879.31338687278 2879.31338687278 2879.31338687278 1 0 1 7424,11783,14069,16446 1 +M599T3740 M599.1T3740.1 599.100036621094 599.100036621094 599.100036621094 3740.05692312895 3740.05692312895 3740.05692312895 1 1 0 3887,18982 1 +M599T4152 M599.2T4151.7 599.200012207031 599.200012207031 599.200012207031 4151.66314638129 4151.66314638129 4151.66314638129 1 0 1 9114,11784,14070,16447 1 +M599T4163 M599.2T4162.6 599.200012207031 599.200012207031 599.200012207031 4162.55547118761 4162.55547118761 4162.55547118761 1 1 0 4567,11785,16448,18983 1 +M599T4135 M599.2T4134.6 599.200012207031 599.200012207031 599.200012207031 4134.57944048532 4134.57944048532 4134.57944048532 1 0 1 6764,11786,14071,18984 1 +M599T3699 M599.2T3698.5 599.200012207031 599.200012207031 599.200012207031 3698.52140308469 3698.52140308469 3698.52140308469 1 0 1 6075 1 +M599T3976 M599.2T3975.9 599.200012207031 599.200012207031 599.200012207031 3975.94236545221 3975.94236545221 3975.94236545221 1 1 0 4253,11787,16449 1 +M599T3839 M599.2T3838.6 599.200012207031 599.200012207031 599.200012207031 3838.59250927576 3838.59250927576 3838.59250927576 1 0 1 6302,18985 1 +M599T3721 M599.2T3720.8 599.200012207031 599.200012207031 599.200012207031 3720.83203164455 3720.83203164455 3720.83203164455 1 1 0 1427 1 +M599T3472 M599.2T3471.6 599.200012207031 599.200012207031 599.200012207031 3471.59423785259 3471.59423785259 3471.59423785259 1 0 1 8116,11788,14072,16450 1 +M599T4051 M599.3T4051.1 599.299987792969 599.299987792969 599.299987792969 4051.08806403471 4051.08806403471 4056.49311245158 3 1 1 1980,6571,6597,14073,18986 1 +M599T3919 M599.3T3918.8 599.299987792969 599.299987792969 599.299987792969 3918.84484914545 3918.84484914545 3918.84484914545 2 0 1 8717,8748,11789,14074,16451 1 +M599T3746 M599.3T3745.5 599.299987792969 599.299987792969 599.299987792969 3745.52734731246 3745.52734731246 3745.52734731246 1 1 0 1481,16452,18987 1 +M599T3732 M599.3T3731.7 599.299987792969 599.299987792969 599.299987792969 3731.74584176396 3731.74584176396 3731.74584176396 1 0 1 6133,11790,18988 1 +M599T4122 M599.3T4121.8 599.299987792969 599.299987792969 599.299987792969 4121.82779290474 4121.82779290474 4121.82779290474 1 0 1 9058,11791,14075,16453 1 +M599T3435 M599.3T3434.9 599.299987792969 599.299987792969 599.299987792969 3434.89281552429 3434.89281552429 3434.89281552429 1 1 0 1028,14076,18989 1 +M599T2843 M599.4T2843.3 599.400024414062 599.400024414062 599.400024414062 2843.30486913571 2843.30486913571 2843.30486913571 1 1 0 2616,11792,16454,18990 1 +M599T4123 M599.4T4123.4 599.400024414062 599.400024414062 599.400024414062 4123.37945202446 4123.37945202446 4123.37945202446 1 1 0 4466,11793,16455,18991 1 +M599T2972 M599.4T2971.9 599.400024414062 599.400024414062 599.400024414062 2971.89456248078 2971.89456248078 2971.89456248078 1 0 1 7528,11794,14077 1 +M599T3811 M599.4T3810.8 599.400024414062 599.400024414062 599.400024414062 3810.78838667034 3810.78838667034 3810.78838667034 1 1 0 1552,14078,16456,18992 1 +M599T3724 M599.4T3724.2 599.400024414062 599.400024414062 599.400024414062 3724.15483079474 3724.15483079474 3724.15483079474 1 0 1 6112,11795 1 +M600T3006 M599.5T3005.5 599.5 599.5 599.5 3005.5373832321 3005.5373832321 3005.5373832321 1 1 0 2885 1 +M600T3606 M599.5T3606 599.5 599.5 599.5 3605.98210183342 3605.98210183342 3605.98210183342 1 0 1 8294 1 +M600T2729 M599.5T2728.5 599.5 599.5 599.5 2728.54205746605 2728.54205746605 2728.54205746605 1 0 1 7235 1 +M600T3411 M599.5T3411.1 599.5 599.5 599.5 3411.08772075784 3411.08772075784 3411.08772075784 1 1 0 999 1 +M600T2526 M599.8T2526.4 599.799987792969 599.799987792969 599.799987792969 2526.41690686604 2526.41690686604 2526.41690686604 1 0 1 4673 1 +M600T2559 M599.8T2559.3 599.799987792969 599.799987792969 599.799987792969 2559.28469110982 2559.28469110982 2559.28469110982 1 1 0 2316 1 +M600T2607 M599.9T2606.6 599.900024414062 599.900024414062 599.900024414062 2606.59419045632 2602.26343050377 2610.92495040886 2 1 1 75,7054,14079 1 +M600T2784 M599.9T2784 599.900024414062 599.900024414062 599.900024414062 2784.04015290081 2784.04015290081 2784.04015290081 1 0 1 7290 1 +M600T3457 M600T3456.5 600 600 600 3456.54872252675 3456.54872252675 3456.54872252675 1 1 0 1049,18993 1 +M600T3441 M600T3440.7 600 600 600 3440.71885541009 3440.71885541009 3440.71885541009 1 1 0 3394 1 +M600T2840 M600T2840.2 600 600 600 2840.23577540144 2840.23577540144 2840.23577540144 1 0 1 7388 1 +M600T2539 M600T2538.9 600 600 600 2538.94069110982 2538.94069110982 2538.94069110982 1 1 0 2295,18994 1 +M600T3077 M600T3077 600 600 600 3077.01089094222 3077.01089094222 3077.01089094222 1 0 1 7609,11796 1 +M600T3351 M600T3351 600 600 600 3351.00190207352 3351.00190207352 3351.00190207352 1 1 0 903 1 +M600T2967 M600T2967 600 600 600 2967.02907897485 2967.02907897485 2967.02907897485 1 1 0 455,18995 1 +M600T3213 M600T3213.3 600 600 600 3213.302355087 3213.302355087 3213.302355087 1 1 0 705,14080 1 diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/faahKO-single-class.xset.merged.RData Binary file test-data/faahKO-single-class.xset.merged.RData has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/faahKO-single-class.xset.merged.group.RData Binary file test-data/faahKO-single-class.xset.merged.group.RData has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/faahKO-single-class.xset.merged.group.retcor.RData Binary file test-data/faahKO-single-class.xset.merged.group.retcor.RData has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/faahKO-single-class.xset.merged.group.retcor.group.RData Binary file test-data/faahKO-single-class.xset.merged.group.retcor.group.RData has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/faahKO-single-class.xset.merged.group.retcor.group.fillpeaks.RData Binary file test-data/faahKO-single-class.xset.merged.group.retcor.group.fillpeaks.RData has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/faahKO-single.xset.merged.group.retcor.group.fillpeaks.RData Binary file test-data/faahKO-single.xset.merged.group.retcor.group.fillpeaks.RData has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/faahKO-single.xset.merged.group.retcor.group.fillpeaks.summary.html --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/faahKO-single.xset.merged.group.retcor.group.fillpeaks.summary.html Mon Sep 11 09:14:35 2023 +0000 @@ -0,0 +1,165 @@ + + + + +[W4M] XCMS analysis summary + + + +

___ XCMS analysis summary using Workflow4Metabolomics ___

+By: planemo@galaxyproject.org - +Date: 230525-08:53:25 +
+

Samples used:

+
+ + +
samplefilename
ko15ko15.CDF
ko16ko16.CDF
wt15wt15.CDF
wt16wt16.CDF
+ +
+

Function launched:

+
+ + + + + + +
timestamp***functionargumentvalue
Mon May 11 09:37:30 2020Peak detection
+Object of class:  CentWaveParam 
+Parameters:
+ ppm: 25 
+ peakwidth: 20, 50 
+ snthresh: 10 
+ prefilter: 3, 100 
+ mzCenterFun: wMean 
+ integrate: 1 
+ mzdiff: -0.001 
+ fitgauss: FALSE 
+ noise: 0 
+ verboseColumns: FALSE 
+ roiList length: 0 
+ firstBaselineCheck TRUE 
+ roiScales length: 0 
+
Mon May 11 09:37:49 2020Peak grouping
+Object of class:  PeakDensityParam 
+Parameters:
+ sampleGroups: character of length 4 
+ bw: 5 
+ minFraction: 0.3 
+ minSamples: 1 
+ binSize: 0.01 
+ maxFeatures: 50 
+
Mon May 11 09:38:08 2020Retention time correction
+Object of class:  PeakGroupsParam 
+Parameters:
+ minFraction: 0.85 
+ extraPeaks: 1 
+ smooth: loess 
+ span: 0.2 
+ family: gaussian 
+ subset:  
+ number of peak groups: 53 
+
Mon May 11 09:38:09 2020Peak grouping
+Object of class:  PeakDensityParam 
+Parameters:
+ sampleGroups: character of length 4 
+ bw: 20 
+ minFraction: 0.4 
+ minSamples: 1 
+ binSize: 0.25 
+ maxFeatures: 50 
+
Mon May 11 09:38:18 2020Missing peak filling
+Object of class:  FillChromPeaksParam 
+Parameters:
+ expandMz: 0 
+ expandRt: 0 
+ ppm: 0 
+
+
***timestamp format: DD MM dd hh:mm:ss YYYY or yymmdd-hh:mm:ss +
+

Informations about the XCMSnExp object:

+
+MSn experiment data ("XCMSnExp")
+Object size in memory: 1.55 Mb
+- - - Spectra data - - -
+ MS level(s): 1 
+ Number of spectra: 5112 
+ MSn retention times: 41:38 - 75:7 minutes
+- - - Processing information - - -
+Data loaded [Mon May 11 09:37:30 2020] 
+ MSnbase version: 2.10.1 
+- - - Meta data  - - -
+phenoData
+  rowNames: 1 2 3 4
+  varLabels: sample_name sample_group
+  varMetadata: labelDescription
+Loaded from:
+  [1] ko15.CDF...  [4] wt16.CDF
+  Use 'fileNames(.)' to see all files.
+protocolData: none
+featureData
+  featureNames: F1.S0001 F1.S0002 ... F4.S1278 (5112 total)
+  fvarLabels: fileIdx spIdx ... spectrum (31 total)
+  fvarMetadata: labelDescription
+experimentData: use 'experimentData(object)'
+- - - xcms preprocessing - - -
+Chromatographic peak detection:
+ method: centWave 
+ 15405 peaks identified in 4 samples.
+ On average 3851 chromatographic peaks per sample.
+Alignment/retention time adjustment:
+ method: peak groups 
+Correspondence:
+ method: chromatographic peak density 
+ 6349 features identified.
+ Median mz range of features: 0
+ Median rt range of features: 0
+ 6154 filled peaks (on average 1538.5 per sample).
+
+

Informations about the xcmsSet object:

+
+An "xcmsSet" object with 4 samples
+
+Time range: 2509.2-4481.8 seconds (41.8-74.7 minutes)
+Mass range: 200.1-600 m/z
+Peaks: 15405 (about 3851 per sample)
+Peak Groups: 6349 
+Sample classes: KO, WT 
+
+Feature detection:
+ o Peak picking performed on MS1.
+ o Scan range limited to  1 - 1278 
+Profile settings: method = bin
+                  step = 0.1
+
+Memory usage: 3.98 MB
+
+

Citations:

+
    +
  • To cite the XCMS package in publications use: +
      +
    • Smith, C.A. and Want, E.J. and O'Maille, G. and Abagyan,R. and Siuzdak, G.XCMS: Processing mass spectrometry data for metabolite profiling using nonlinear peak alignment, matching and identification, Analytical Chemistry, 78:779-787 (2006)
      • +
    • Ralf Tautenhahn, Christoph Boettcher, Steffen Neumann: Highly sensitive feature detection for high resolution LC/MS BMC Bioinformatics, 9:504 (2008)
      • +
    • H. Paul Benton, Elizabeth J. Want and Timothy M. D. Ebbels Correction of mass calibration gaps in liquid chromatography-mass spectrometry metabolomics data Bioinformatics, 26:2488 (2010)
      • +
    +
    • +
  • To cite the CAMERA package in publications use: +
      +
    • Kuhl, C., Tautenhahn, R., Boettcher, C., Larson, T. R. and Neumann,S. CAMERA: an integrated strategy for compound spectra extraction and annotation of liquid chromatography/mass spectrometry data sets. Analytical Chemistry, 84:283-289 (2012)
      • +
    +
    • +
  • To cite the Workflow4Metabolimics (W4M) project in publications use: +
      +
    • Franck Giacomoni, Gildas Le Corguillé, Misharl Monsoor, Marion Landi, Pierre Pericard, Mélanie Pétéra, Christophe Duperier, Marie Tremblay-Franco, Jean-François Martin, Daniel Jacob, Sophie Goulitquer, Etienne A. Thévenot and Christophe Caron (2014). Workflow4Metabolomics: A collaborative research infrastructure for computational metabolomics. Bioinformatics doi:10.1093/bioinformatics/btu813
      • +
    +
    • +
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file test-data/ko15-raw.RData has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/ko15.CDF Binary file test-data/ko15.CDF has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/ko16-raw.RData Binary file test-data/ko16-raw.RData has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/ko16.CDF Binary file test-data/ko16.CDF has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/roiList.txt --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/roiList.txt Mon Sep 11 09:14:35 2023 +0000 @@ -0,0 +1,2 @@ +scmin scmax mzmin mzmax length intensity +200 300 300 350 100 5000 diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/sampleMetadata.tab --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/sampleMetadata.tab Mon Sep 11 09:14:35 2023 +0000 @@ -0,0 +1,6 @@ +wt16 WT +ko16 KO +wt15 WT +ko15 KO +ko10 KO +foobar01 FOOBAR diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/sampleMetadata.tsv --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/sampleMetadata.tsv Mon Sep 11 09:14:35 2023 +0000 @@ -0,0 +1,5 @@ +sample_name class +ko15 KO +ko16 KO +wt15 WT +wt16 WT diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/sampleMetadata_missing.tab --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/test-data/sampleMetadata_missing.tab Mon Sep 11 09:14:35 2023 +0000 @@ -0,0 +1,5 @@ +wt16 WT +wt15 WT +ko15 KO +ko10 KO +foobar01 FOOBAR diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/wt15-raw.RData Binary file test-data/wt15-raw.RData has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/wt15.CDF Binary file test-data/wt15.CDF has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/wt16-raw.RData Binary file test-data/wt16-raw.RData has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 test-data/wt16.CDF Binary file test-data/wt16.CDF has changed diff -r 94eb263cfab4 -r cdab04a1d1d7 xcms_export_samplemetadata.r --- a/xcms_export_samplemetadata.r Wed Apr 07 09:53:54 2021 +0000 +++ b/xcms_export_samplemetadata.r Mon Sep 11 09:14:35 2023 +0000 @@ -2,26 +2,28 @@ #Import the different functions source_local <- function(fname) { - argv <- commandArgs(trailingOnly = FALSE); base_dir <- dirname(substring(argv[grep("--file=", argv)], 8)); source(paste(base_dir, fname, sep = "/")) + argv <- commandArgs(trailingOnly = FALSE) + base_dir <- dirname(substring(argv[grep("--file=", argv)], 8)) + source(paste(base_dir, fname, sep = "/")) } source_local("lib.r") pkgs <- c("xcms", "batch") loadAndDisplayPackages(pkgs) -cat("\n\n"); +cat("\n\n") args <- parseCommandArgs(evaluate = FALSE) #interpretation of arguments given in command line as an R list of objects sampleMetadata <- NULL for (image in args$images) { - load(image) - if (exists("raw_data")) xdata <- raw_data - if (!exists("xdata")) stop("\n\nERROR: The RData doesn't contain any object called 'xdata'. This RData should have been created by an old version of XMCS 2.*") - if (is.null(sampleMetadata)) - sampleMetadata <- xdata@phenoData@data - else - sampleMetadata <- rbind(sampleMetadata, xdata@phenoData@data) + load(image) + if (exists("raw_data")) xdata <- raw_data + if (!exists("xdata")) stop("\n\nERROR: The RData doesn't contain any object called 'xdata'. This RData should have been created by an old version of XMCS 2.*") + if (is.null(sampleMetadata)) + sampleMetadata <- xdata@phenoData@data + else + sampleMetadata <- rbind(sampleMetadata, xdata@phenoData@data) } colnames(sampleMetadata) <- c("sample_name", "class") sampleMetadata$sample_name <- make.names(sampleMetadata$sample_name) diff -r 94eb263cfab4 -r cdab04a1d1d7 xcms_export_samplemetadata.xml --- a/xcms_export_samplemetadata.xml Wed Apr 07 09:53:54 2021 +0000 +++ b/xcms_export_samplemetadata.xml Mon Sep 11 09:14:35 2023 +0000 @@ -1,4 +1,4 @@ - + which need to be filled with extra information @@ -112,6 +112,8 @@ Blanc09 blank =========================== ============ +@HELP_XCMS_MANUAL@ + --------------------------------------------------- Changelog/News