Mercurial > repos > galaxyp > msi_ion_images
changeset 5:2b9fa240e261 draft
planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/msi_ion_images commit a7be47698f53eb4f00961192327d93e8989276a7
author | galaxyp |
---|---|
date | Mon, 11 Jun 2018 17:33:52 -0400 |
parents | 9746576123c9 |
children | 5a5b5a8fa8a0 |
files | msi_ion_images.xml test-data/Example_Continuous.ibd test-data/Example_Continuous.imzML test-data/Heatmaps_LM8_file16.pdf test-data/Heatmaps_analyze75.pdf test-data/Heatmaps_imzml.pdf test-data/Heatmaps_rdata.pdf |
diffstat | 7 files changed, 411 insertions(+), 450 deletions(-) [+] |
line wrap: on
line diff
--- a/msi_ion_images.xml Mon May 28 12:37:17 2018 -0400 +++ b/msi_ion_images.xml Mon Jun 11 17:33:52 2018 -0400 @@ -1,6 +1,6 @@ -<tool id="mass_spectrometry_imaging_ion_images" name="MSI ion images" version="1.10.0.0"> +<tool id="mass_spectrometry_imaging_ion_images" name="MSI ion images" version="1.10.0.1"> <description> - mass spectrometry imaging heatmaps + mass spectrometry imaging m/z heatmaps </description> <requirements> <requirement type="package" version="1.10.0">bioconductor-cardinal</requirement> @@ -45,9 +45,9 @@ ###################################### file properties in numbers ############## -## Number of features (mz) +## Number of features (m/z) maxfeatures = length(features(msidata)) -## Range mz +## Range m/z minmz = round(min(mz(msidata)), digits=2) maxmz = round(max(mz(msidata)), digits=2) ## Number of spectra (pixels) @@ -64,7 +64,7 @@ medint = round(median(spectra(msidata)[]), digits=2) ## Number of intensities > 0 npeaks= sum(spectra(msidata)[]>0) -## Spectra multiplied with mz (potential number of peaks) +## Spectra multiplied with m/z (potential number of peaks) numpeaks = ncol(spectra(msidata)[])*nrow(spectra(msidata)[]) ## Percentage of intensities > 0 percpeaks = round(npeaks/numpeaks*100, digits=2) @@ -103,43 +103,34 @@ peakpickinginfo=processinginfo@peakPicking } -##################################### read and filter input masses ############## +##################################### read and filter input m/z ############## input_list = read.delim("$massfile", header = FALSE, stringsAsFactors = FALSE) -### in case input file had only one column with mz values but not names, duplicate mz values and use as names: +### in case input file had only one column with m/z values but not names, duplicate m/z values and use as names: +if (ncol(input_list) == 1){ + input_list = cbind(input_list, input_list)} -if (ncol(input_list) == 1) -{ - input_list = cbind(input_list, input_list) -} +### calculate how many input m/z are valid: +inputmasses = input_list[input_list[,1]>minmz & input_list[,1]<maxmz,] +inputmz = as.numeric(inputmasses[,1]) +inputnames = as.character(inputmasses[,2]) -### calculate how many input masses are valid: -inputmasses = input_list[input_list[,1]>minmz & input_list[,1]<maxmz,] - -inputmz = inputmasses[,1] -inputnames = inputmasses[,2] -if (length(inputmz) == 1) -{ - countpixels = sum(spectra(msidata)[features(msidata, mz = inputmz), ] >0) - percentpixels = round(countpixels/pixelcount*100, digits=1) - valuesdataframe = cbind(inputmz, cbind(countpixels, percentpixels)) - write.table(valuesdataframe, file="$pixel_count", quote = FALSE, row.names = FALSE, col.names=TRUE, sep = "\t") -}else if (length(inputmz) >1) { - countpixels = rowSums(spectra(msidata)[features(msidata, mz=inputmz),] >0) - percentpixels = round(countpixels/pixelcount*100, digits=1) - valuesdataframe = cbind(inputmz, cbind(countpixels, percentpixels)) - write.table(valuesdataframe, file="$pixel_count", quote = FALSE, row.names = FALSE, col.names=TRUE, sep = "\t") -}else{ - valuesdataframe = data.frame(0,0) - write.table(valuesdataframe, file="$pixel_count", quote = FALSE, row.names = FALSE, col.names=TRUE, sep = "\t") -} +############################## PDF ############################################# +################################################################################ -############################ summarize file properties in numbers ############## +pdf("heatmaps.pdf", fonts = "Times", pointsize = 12) +plot(0,type='n',axes=FALSE,ann=FALSE) +#if not $filename: + #set $filename = $infile.display_name +#end if +title(main=paste("\nHeatmap images\n\n", "Filename:\n", "$filename")) -properties = c("Number of mz features", - "Range of mz values [Da]", +############################# I) numbers #################################### + +properties = c("Number of m/z features", + "Range of m/z values [Da]", "Number of pixels", "Range of x coordinates", "Range of y coordinates", @@ -153,7 +144,7 @@ "Baseline reduction", "Peak picking", "Centroided", - paste0("# valid masses in \n", "$massfile.display_name")) + paste0("# valid m/z in \n", "$massfile.display_name")) values = c(paste0(maxfeatures), paste0(minmz, " - ", maxmz), @@ -174,38 +165,53 @@ property_df = data.frame(properties, values) - -############################## PDF ############################################# - -pdf("heatmaps.pdf", fonts = "Times", pointsize = 12) -plot(0,type='n',axes=FALSE,ann=FALSE) -#if not $filename: - #set $filename = $infile.display_name -#end if -title(main=paste("\nHeatmap images\n\n", "Filename:\n", "$filename")) - -############################# I) numbers #################################### - grid.table(property_df, rows= NULL) ############################# II) images #################################### -### only plot images when file has peaks and valid input mz: +### only plot images when file has peaks and valid input m/z: + +if (npeaks > 0){ + if (length(inputmz) != 0){ + for (mass in 1:length(inputmz)){ + +###standard image + +#if str($image_cond.image_type) == "standard_image": + print("standard image") + + print(image(msidata, mz=inputmz[mass],plusminus = $plusminus_dalton, contrast.enhance = "$image_contrast", + smooth.image = "$image_smoothing", strip=$strip, colorkey=$colorkey, + main= paste0(inputnames[mass], " (", round(inputmz[mass], digits = 2)," ± ", $plusminus_dalton, " Da)")))} + + +###lattice image -if (npeaks > 0) -{ - if (length(inputmz) != 0) - { - for (mass in 1:length(inputmz)) - { - print(image(msidata, mz=inputmz[mass], strip = strip.custom(bg="lightgrey", par.strip.text=list(col="black", cex=.9)), - lattice=TRUE, plusminus = $plusminus_dalton, contrast.enhance = "$image_contrast", smooth.image = "$image_smoothing", - main= paste0(mass, ") ", inputnames[mass], " (", round(inputmz[mass], digits = 2)," ± ", $plusminus_dalton, " Da)"))) - } - } else {print("The input masses were invalid")} +#elif str($image_cond.image_type) == "lattice_image": + print("lattice image") + + #if str($strip) =="TRUE": + + print(image(msidata, mz=inputmz[mass], strip = strip.custom(bg="lightgrey", par.strip.text=list(col="black", cex=.9)), + lattice=TRUE, plusminus = $plusminus_dalton, contrast.enhance = "$image_contrast", smooth.image = "$image_smoothing", + colorkey=$colorkey, + main= paste0(inputnames[mass], " (", round(inputmz[mass], digits = 2)," ± ", $plusminus_dalton, " Da)")))} + + #elif str($strip) =="FALSE": + + print(image(msidata, mz=inputmz[mass], strip = $strip, + lattice=TRUE, plusminus = $plusminus_dalton, contrast.enhance = "$image_contrast", smooth.image = "$image_smoothing", + colorkey=$colorkey, + main= paste0(inputnames[mass], " (", round(inputmz[mass], digits = 2)," ± ", $plusminus_dalton, " Da)")))} + + #end if + +#end if + + } else {print("The input m/z were invalid")} dev.off() }else{ - print("inputfile has no intensities > 0") + print("inputfile has no intensities > 0") dev.off() } ]]></configfile> @@ -213,9 +219,9 @@ <inputs> <param name="infile" type="data" format="imzml,rdata,analyze75" label="Inputfile as imzML, Analyze7.5 or Cardinal MSImageSet saved as RData" help="Upload composite datatype imzml (ibd+imzML) or analyze75 (hdr+img+t2m) or regular upload .RData (Cardinal MSImageSet)"/> - <param name="filename" type="text" value="" label="Title" help="will appear in the quality report. If nothing given it will take the dataset name"/> - <param name="massfile" type="data" format="tabular" label="Tabular file with masses and names" - help="first column mass (m/z), second column mass name, tab separated file"/> + <param name="filename" type="text" value="" label="Title" help="will appear in the pdf output. If nothing given it will take the dataset name"/> + <param name="massfile" type="data" format="tabular" label="Tabular file with m/z and names" + help="first column m/z, second column m/z name, tab separated file"/> <param name="image_contrast" type="select" label="Select a contrast enhancement function for the heatmap images" help="The 'histogram' equalization method flatterns the distribution of intensities. The hotspot 'suppression' method uses thresholding to reduce the intensities of hotspots"> <option value="none" selected="True">none</option> <option value="suppression">suppression</option> @@ -226,11 +232,20 @@ <option value="gaussian">gaussian</option> <option value="adaptive">adaptive</option> </param> - <param name="plusminus_dalton" value="0.25" type="float" label="Mass range" help="plusminus mass window in Dalton"/> + <param name="plusminus_dalton" value="0.25" type="float" label="M/z range" help="plusminus m/z window in Dalton"/> + <param name="strip" type="boolean" checked="True" display="radio" truevalue="TRUE" falsevalue="FALSE" label="Display m/z value in plot"/> + <param name="colorkey" type="boolean" checked="True" display="radio" truevalue="TRUE" falsevalue="FALSE" label="Display colorkey in plot"/> + <conditional name="image_cond"> + <param name="image_type" type="select" label="Select the image type"> + <option value="standard_image" selected="True">standard</option> + <option value="lattice_image">lattice</option> + </param> + <when value="standard_image"/> + <when value="lattice_image"/> + </conditional> </inputs> <outputs> - <data format="pdf" name="plots" from_work_dir="heatmaps.pdf" label = "${tool.name} ${on_string}"/> - <data format="tabular" name="pixel_count" label="Number of peaks (intensity > 0) per mz"/> + <data format="pdf" name="plots" from_work_dir="heatmaps.pdf" label = "$infile.display_name heatmaps"/> </outputs> <tests> <test> @@ -242,8 +257,10 @@ <param name="plusminus_dalton" value="0.25"/> <param name="filename" value="Testfile_imzml"/> <param name="image_contrast" value="histogram"/> + <param name="strip" value="True"/> + <param name="colorkey" value="True"/> + <param name="image_type" value="lattice_image"/> <output name="plots" file="Heatmaps_imzml.pdf" compare="sim_size" delta="20000"/> - <output name="pixel_count" file="tabular_imzml.tabular"/> </test> <test> <param name="infile" value="" ftype="analyze75"> @@ -255,24 +272,28 @@ <param name="plusminus_dalton" value="0.5"/> <param name="filename" value="Testfile_analyze75"/> <param name="image_smoothing" value="gaussian"/> + <param name="strip" value="False"/> + <param name="colorkey" value="True"/> <output name="plots" file="Heatmaps_analyze75.pdf" compare="sim_size" delta="20000"/> - <output name="pixel_count" file="tabular_analyze75.tabular"/> </test> <test> <param name="infile" value="preprocessed.rdata" ftype="rdata"/> <param name="massfile" value="inputpeptides.tabular" ftype="tabular"/> <param name="plusminus_dalton" value="0.5"/> + <param name="strip" value="True"/> + <param name="colorkey" value="True"/> + <param name="image_type" value="lattice_image"/> <param name="filename" value="Testfile_rdata"/> <output name="plots" file="Heatmaps_rdata.pdf" compare="sim_size" delta="20000"/> - <output name="pixel_count" file="tabular_rdata.tabular"/> </test> <test> <param name="infile" value="empty_spectra.rdata" ftype="rdata"/> <param name="massfile" value="inputpeptides2.tabular" ftype="tabular"/> <param name="plusminus_dalton" value="0.5"/> + <param name="strip" value="True"/> + <param name="colorkey" value="False"/> <param name="filename" value="Testfile_rdata"/> <output name="plots" file="Heatmaps_LM8_file16.pdf" compare="sim_size" delta="20000"/> - <output name="pixel_count" file="tabular_LM8file16.tabular"/> </test> </tests> <help><![CDATA[ @@ -280,32 +301,32 @@ Cardinal is an R package that implements statistical & computational tools for analyzing mass spectrometry imaging datasets. `More information on Cardinal <http://cardinalmsi.org//>`_ -This tool uses the Cardinal image function to plot the intensity distribution of interesting masses of mass-spectrometry imaging data. +This tool uses the Cardinal image function to plot the intensity distribution of interesting m/z of mass spectrometry imaging data. Input data: -3 types of mass-spectrometry imaging data can be used: +3 types of mass spectrometry imaging data can be used: - imzml file (upload imzml and ibd file via the "composite" function) `Introduction to the imzml format <https://ms-imaging.org/wp/imzml/>`_ - Analyze7.5 (upload hdr, img and t2m file via the "composite" function) - Cardinal "MSImageSet" data (with variable name "msidata", saved as .RData) -Tabular file with masses: +Tabular file with m/z: - tab separated file (.tabular), datatype in Galaxy must be tabular otherwise file will not appear in selection window (if Galaxy auto-detection was wrong, datatype can be changed by pressing button with the pen (edit attributes)) -- first column must contain masses (separate point numbers by point, not comma) -- optionally a second column with names for the masses can be provided +- first column must contain m/z (separate point numbers by point, not comma) +- optionally a second column with names for the m/z can be provided - no empty fields or letters are allowed in the first column Output: - Pdf with the heatmap images -- Tabular with masses that were in the mass range and their occurence over all pixels (absolute and in %) Troubleshooting: - no heatmaps are plotted when tabular file doesn't fulfill the criteria described above - no heatmaps are plotted when the input mass spectrometry imaging file has no intensities > 0 -- out of thetabular file only masses with > 1.5-2% pixel coverage can be used with the contrast enhance and image smoothing functions, as both crash when a mass has not enough intensity values +- the contrast enhance and image smoothing functions require a certain number of m/z with intensities > 0 (empirical value > 2% of spectra) +- the standard image function should work for all files while the lattice function works not on every file (nicely) ]]> </help>
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