Mercurial > repos > galaxyp > cardinal_quality_report

annotate quality_report.xml @ 15:23d0394b5908 draft

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"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
author galaxyp
date Sun, 29 Aug 2021 07:30:21 +0000
parents ecaebe7c7b54
children d426a9107a6c
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1 <tool id="cardinal_quality_report" name="MSI Qualitycontrol" version="@VERSION@.0">
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2 <description>
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3 mass spectrometry imaging QC
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4 </description>
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5 <macros>
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6 <import>macros.xml</import>
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7 </macros>
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8 <expand macro="requirements">
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9 <requirement type="package" version="2.3">r-gridextra</requirement>
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10 <requirement type="package" version="3.3.5">r-ggplot2</requirement>
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11 <requirement type="package" version="1.1_2">r-rcolorbrewer</requirement>
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12 <requirement type="package" version="2.23_20">r-kernsmooth</requirement>
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13 <requirement type="package" version="1.1.1">r-scales</requirement>
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14 <requirement type="package" version="1.0.12">r-pheatmap</requirement>
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15 </expand>
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16 <command detect_errors="exit_code">
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17 <![CDATA[
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18 @INPUT_LINKING@
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19 cat '${cardinal_qualitycontrol_script}' &&
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20 Rscript '${cardinal_qualitycontrol_script}'
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21 ]]>
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22 </command>
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23 <configfiles>
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24 <configfile name="cardinal_qualitycontrol_script"><![CDATA[
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25
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26 ################################# load libraries and read file #################
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28 library(Cardinal)
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29 library(ggplot2)
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30 library(RColorBrewer)
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31 library(gridExtra)
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32 library(KernSmooth)
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33 library(scales)
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34 library(pheatmap)
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35
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36 @READING_MSIDATA@
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37
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38 ## in case RData input is MSImageSet:
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39 if (class(msidata) == "MSImageSet"){
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40 msidata = as(msidata, "MSImagingExperiment")
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41 run(msidata) = "infile"
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42 }
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43
0
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44 ## remove duplicated coordinates
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45 msidata <- msidata[,!duplicated(coord(msidata))]
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46
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47 ## optional annotation from tabular file to obtain pixel groups (otherwise all pixels are considered to be one sample)
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48
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49 #if str($tabular_annotation.load_annotation) == 'yes_annotation':
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51 ## read and extract x,y,annotation information
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52 input_tabular = read.delim("$tabular_annotation.annotation_file", header = $tabular_annotation.tabular_header, stringsAsFactors = FALSE)
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53 annotation_input = input_tabular[,c($tabular_annotation.column_x, $tabular_annotation.column_y, $tabular_annotation.column_names)]
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54 annotation_name = colnames(annotation_input)[3] ##extract header for annotations to later export tabular with same name
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55 colnames(annotation_input) = c("x", "y", "annotation") ## rename annotations header to default name "annotation"
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56
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57 ## merge with coordinate information of msidata
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58 msidata_coordinates = data.frame(coord(msidata)\$x, coord(msidata)\$y, c(1:ncol(msidata)))
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59 colnames(msidata_coordinates) = c("x", "y", "pixel_index")
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60 merged_annotation = merge(msidata_coordinates, annotation_input, by=c("x", "y"), all.x=TRUE)
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61 merged_annotation[is.na(merged_annotation)] = "NA"
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62 merged_annotation = merged_annotation[order(merged_annotation\$pixel_index),]
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63 msidata\$annotation = as.character(merged_annotation[,4])
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64
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65 #end if
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66
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67 ###################### calculation of data properties ################################
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68 @DATA_PROPERTIES_INRAM@
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69
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70 ## Median intensities
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71 medint = round(median(int_matrix), digits=2)
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72 ## Spectra multiplied with m/z (potential number of peaks)
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73 numpeaks = as.numeric(ncol(msidata)*nrow(msidata))
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74 ## Percentage of intensities > 0
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75 percpeaks = round(npeaks/numpeaks*100, digits=2)
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76 ## Number of empty TICs
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77 TICs = pixelApply(msidata, sum, na.rm=TRUE)
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78 NumemptyTIC = sum(TICs == 0)
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79 ## Median und sd TIC
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80 medTIC = round(median(TICs), digits=1)
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81 sdTIC = round(sd(TICs), digits=0)
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82 ## Median and sd # peaks per spectrum
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83 medpeaks = round(median(colSums(spectra(msidata)>0, na.rm=TRUE), na.rm=TRUE), digits=0)
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84 sdpeaks = round(sd(colSums(spectra(msidata)>0, na.rm=TRUE), na.rm=TRUE), digits=0)
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85 ##max window size
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86 max_window = round(mz(msidata)[nrow(msidata)]-mz(msidata)[nrow(msidata)-1], digits=2)
0
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87 ## Processing informations
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88 centroidedinfo = centroided(msidata)
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89
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90 ############## Read and filter tabular file with m/z ###########################
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91
2
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92 ### reading m/z input (calibrant) file:
0
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93
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94 #if $calibrant_file:
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95
2
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96 calibrant_list = read.delim("$calibrant_file", header = $calibrant_header, na.strings=c(" ","","NA"), stringsAsFactors = FALSE)
0
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97 calibrant_list = calibrant_list[,c($mz_column, $name_column)]
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98
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99 ### calculate how many input calibrant m/z are valid:
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100
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101 inputcalibrants = calibrant_list[calibrant_list[,1]>minmz & calibrant_list[,1]<maxmz,]
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102 number_calibrants_in = length(calibrant_list[,1])
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103 number_calibrants_valid = length(inputcalibrants[,1])
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104
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105 #else
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106
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107 inputcalibrants = as.data.frame(matrix(, nrow = 0, ncol = 2))
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108 number_calibrants_in = 0
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109 number_calibrants_valid = 0
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110
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111 #end if
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112
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113 ## rename input dataframe and extract m/z
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114 colnames(inputcalibrants) = c("m/z", "name")
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115 inputcalibrantmasses = inputcalibrants[,1]
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116
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117
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118 ######################################## PDF #############################################
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119 ##########################################################################################
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120 ##########################################################################################
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121
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122 pdf("qualitycontrol.pdf", fonts = "Times", pointsize = 12)
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123 plot(0,type='n',axes=FALSE,ann=FALSE)
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124
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125 ## if no filename is given, name of file in Galaxy history is used
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126
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127 #if not $filename:
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128 #set $filename = $infile.display_name
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129 #end if
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130
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131 title(main=paste("$filename"))
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132
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133 ################# I) file properties in numbers ################################
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134 ################################################################################
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135 print("properties in numbers")
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136
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137 properties2 = c("Median of intensities",
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138 "Intensities > 0",
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139 "Number of empty spectra",
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140 "Median TIC ± sd",
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141 "Median # peaks per spectrum ± sd",
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142 "maximum m/z window size",
0
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143 "Centroided",
2
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144 paste0("input m/z (#valid/#input) in \n", "$calibrant_file.display_name"))
0
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145
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146 values2 = c(paste0(medint),
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147 paste0(percpeaks, " %"),
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148 paste0(NumemptyTIC),
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149 paste0(medTIC, " ± ", sdTIC),
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150 paste0(medpeaks, " ± ",sdpeaks),
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151 paste0(max_window),
0
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152 paste0(centroidedinfo),
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153 paste0(number_calibrants_valid, " / ", number_calibrants_in))
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154
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155 property_df2 = data.frame(properties2, values2)
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156 colnames(property_df2) = c("properties", "values")
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157
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158 property_df = rbind(property_df, property_df2)
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159
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160 grid.table(property_df, rows= NULL)
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161
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162
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163 ####################### II) x-y images #######################################
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164 ##############################################################################
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165 print("x-y images")
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166
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
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167
0
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168 ## only do plots for file with intensity peaks
2
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169
0
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170 if (npeaks > 0){
2
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171
0
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galaxyp
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172 ## function for density plots
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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173 plot_colorByDensity = function(x1,x2,
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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174 ylim=c(min(x2),max(x2)),
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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175 xlim=c(min(x1),max(x1)),
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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diff changeset
176 xlab="",ylab="",main=""){
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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177 df = data.frame(x1,x2)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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178 x = densCols(x1,x2, colramp=colorRampPalette(c("black", "white")))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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179 df\$dens = col2rgb(x)[1,] + 1L
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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180 cols = colorRampPalette(c("#000099", "#00FEFF", "#45FE4F","#FCFF00", "#FF9400", "#FF3100"))(256)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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181 df\$col = cols[df\$dens]
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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diff changeset
182 plot(x2~x1, data=df[order(df\$dens),], ylim=ylim,xlim=xlim,pch=20,col=col,
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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183 cex=1,xlab=xlab,ylab=ylab,las=1, main=main)}
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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184
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185
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galaxyp
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186 ################### 0) overview for combined data ###########################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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187
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galaxyp
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188 ### only for previously combined data, same plot as in combine QC pdf
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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189
11
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galaxyp
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190 if (!is.null(unique(msidata\$annotation))){
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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191
11
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192 number_combined = length(unique(msidata\$annotation))
0
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193
8
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194 position_df = data.frame(coord(msidata)\$x, coord(msidata)\$y, msidata\$annotation)
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
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195 colnames(position_df) = c("x", "y","annotation")
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196 print(position_df)
0
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197
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198 combine_plot = ggplot(position_df, aes(x=x, y=y, fill=annotation))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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199 geom_tile() +
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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200 coord_fixed()+
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galaxyp
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201 ggtitle("Spatial orientation of pixel annotations")+
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galaxyp
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202 theme_bw()+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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203 theme(text=element_text(family="ArialMT", face="bold", size=12))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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204 theme(legend.key.size = unit(0.2, "line"), legend.text = element_text(size = 8))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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diff changeset
205 theme(legend.position="bottom",legend.direction="vertical")+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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206 guides(fill=guide_legend(ncol=4,byrow=TRUE))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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207
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208 print(combine_plot)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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209
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210 ## for each annotation group find last pixel, there dashed lines will be drawn in plots over spectra index
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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211 pixel_name_df = data.frame(pixels(msidata), msidata\$annotation)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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212 colnames(pixel_name_df) = c("pixel_number", "pixel_name")
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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213 last_pixel = aggregate(pixel_number~pixel_name, data = pixel_name_df, max)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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214 pixel_vector = last_pixel[,2]
2
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215 abline_vector = pixel_vector
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
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216
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217 ## remove position_df to clean up RAM space
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
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218 rm(position_df)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
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219 gc()
0
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galaxyp
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220 }
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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221
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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222 ################### 1) Pixel order image ###################################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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223
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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224 pixelnumber = 1:pixelcount
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
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diff changeset
225 pixelxyarray=data.frame(coord(msidata)\$x, coord(msidata)\$y,pixelnumber)
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
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226 colnames(pixelxyarray) = c("x", "y", "pixelnumber")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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227 gg_title = "Pixel order"
12
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
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228
0
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229 print(ggplot(pixelxyarray, aes(x=x, y=y, fill=pixelnumber))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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230 geom_tile() + coord_fixed()+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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231 ggtitle(gg_title) + theme_bw()+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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232 theme(plot.title = element_text(hjust = 0.5))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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233 theme(text=element_text(family="ArialMT", face="bold", size=12))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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234 scale_fill_gradientn(colours = c("blue", "purple" , "red","orange"),
2
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235 space = "Lab", na.value = "black", name = "Pixel\nnumber"))
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
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236
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237 ## remove pixelxyarray to clean up RAM space
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
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238 rm(pixelxyarray)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
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diff changeset
239 gc()
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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240
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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diff changeset
241 ################ 2) Number of calibrants per spectrum ######################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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242
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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243 ## matrix with calibrants in columns and in rows if there is peak intensity in range or not
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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244 pixelmatrix = matrix(ncol=ncol(msidata), nrow = 0)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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245
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246 ## plot only possible when there is at least one valid calibrant
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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247 if (length(inputcalibrantmasses) != 0){
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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248
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249 ## calculate plusminus values in m/z for each calibrant
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
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250 plusminusvalues = rep($plusminus_ppm/1000000, length(inputcalibrantmasses))*inputcalibrantmasses
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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251
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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252 ## filter for m/z window of each calibrant and calculate if sum of peak intensities > 0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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253
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254 for (mass in 1:length(inputcalibrantmasses)){
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
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255
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256 filtered_data = msidata[mz(msidata) >= inputcalibrantmasses[mass]-plusminusvalues[mass] & mz(msidata) <= inputcalibrantmasses[mass]+plusminusvalues[mass],]
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257
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258 if (nrow(filtered_data) > 0 & sum(spectra(filtered_data),na.rm=TRUE) > 0){
0
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259
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260 ## intensity of all m/z > 0
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261 intensity_sum = colSums(spectra(filtered_data), na.rm=TRUE) > 0
0
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262
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263 ###}else if(nrow(filtered_data) == 1 & sum(spectra(filtered_data), na.rm=TRUE) > 0){
0
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264
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265 ## intensity of only m/z > 0
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266 intensity_sum = colSums(spectra(filtered_data), na.rm=TRUE) > 0
0
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267
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268 }else{
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269
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270 intensity_sum = rep(FALSE, ncol(filtered_data))}
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271
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272 ## for each pixel add sum of intensities > 0 in the given m/z range
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273 pixelmatrix = rbind(pixelmatrix, intensity_sum)
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274 }
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275
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276 ## for each pixel count TRUE (each calibrant m/z range with intensity > 0 is TRUE)
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277 countvector= as.factor(colSums(pixelmatrix, na.rm=TRUE))
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278 countdf= data.frame(coord(msidata)\$x, coord(msidata)\$y, countvector) ## add pixel coordinates to counts
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279 colnames(countdf) = c("x", "y", "countvector")
2
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280 mycolours = brewer.pal(9, "Set1")
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281
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282 print(ggplot(countdf, aes(x=x, y=y, fill=countvector))+
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283 geom_tile() + coord_fixed() +
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284 ggtitle(paste0("Number of calibrants per pixel (±",$plusminus_ppm, " ppm)")) +
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285 theme_bw() +
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286 theme(plot.title = element_text(hjust = 0.5))+
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287 theme(text=element_text(family="ArialMT", face="bold", size=12))+
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288 scale_fill_manual(values = mycolours[1:length(countvector)],
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289 na.value = "black", name = "# calibrants"))
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290
2
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291 ## remove countdf to clean up RAM space
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292 rm(countdf)
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293 gc()
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294
0
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295 }else{print("2) The inputcalibrant m/z were not provided or outside the m/z range")}
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296
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297 ########################## 3) fold change image ###########################
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298
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299 #if $calibrantratio:
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300 #for $foldchanges in $calibrantratio:
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301 mass1 = $foldchanges.mass1
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302 mass2 = $foldchanges.mass2
2
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303 distance1 = $foldchanges.distance/1000000 * mass1
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304 distance2 = $foldchanges.distance/1000000 * mass2
0
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305
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306 ### if user did not write a label use input m/z as label
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307 #if not str($foldchanges.filenameratioplot).strip():
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308 #set $label = "log2 fold change %s Da / %s Da" % ($foldchanges.mass1, $foldchanges.mass2)
0
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309 #else:
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310 #set $label = $foldchanges.filenameratioplot
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311 #end if
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312
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313 ### filter msidata for given m/z range (for both input m/z)
2
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314 filtered_data1 = msidata[mz(msidata) >= mass1-distance1 & mz(msidata) <= mass1+distance1,]
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315 filtered_data2 = msidata[mz(msidata) >= mass2-distance2 & mz(msidata) <= mass2+distance2,]
0
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316 ### m/z range for each plot (fixed range of 5 Da)
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317 ### xlim does not work because it does not adjust for the max. intensities within the range
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318 mzdown1 = features(msidata, mz = mass1-2)
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319 mzup1 = features(msidata, mz = mass1+3)
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320 mzdown2 = features(msidata, mz = mass2-2)
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321 mzup2 = features(msidata, mz = mass2+3)
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322
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323 ### plot for first m/z
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324 par(oma=c(0,0,2,0))
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325 print(plot(msidata[mzdown1:mzup1,], run="infile", layout=c(2,1), strip=FALSE, main=paste0("Average spectrum ", mass1, " Da")))
2
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326 abline(v=c(mass1-distance1, mass1, mass1+distance1), col="blue",lty=c(3,6,3))
0
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327
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328 ### plot for second m/z
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329 print(plot(msidata[mzdown2:mzup2,], run="infile", layout=FALSE, strip=FALSE, main= paste0("Average spectrum ", mass2, " Da")))
2
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330 abline(v=c(mass2-distance2, mass2, mass2+distance2), col="blue", lty=c(3,6,3))
0
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331 title("Control of fold change plot", outer=TRUE)
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332
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333 ### filter spectra for max m/z to have two vectors, which can be divided
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334 ### plot spatial distribution of fold change
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335
2
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336 ## calculate mean intensity for each m/z over the ppm range; then calculate log2 foldchange
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337 mass1vector = pixelApply(filtered_data1, mean, na.rm =TRUE)
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338 mass2vector = pixelApply(filtered_data2, mean, na.rm = TRUE)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
339 foldchange= log2(mass1vector/mass2vector)
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
340 fcmatrix = data.frame(coord(msidata)\$x, coord(msidata)\$y,foldchange)
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
341 colnames(fcmatrix) = c("x", "y", "foldchange")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
342
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
343 print(ggplot(fcmatrix, aes(x=x, y=y, fill=foldchange))+
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
344 geom_tile() + coord_fixed()+
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
345 ggtitle("$label")+
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
346 theme_bw()+
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
347 theme(plot.title = element_text(hjust = 0.5))+
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
348 theme(text=element_text(family="ArialMT", face="bold", size=12))+
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
349 scale_fill_gradientn(colours = c("blue", "purple" , "red","orange")
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
350 ,space = "Lab", na.value = "black", name ="FC"))
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
351
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
352 ## remove FC files to clean up RAM space
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
353 rm(fcmatrix)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
354 rm(filtered_data1)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
355 rm(filtered_data2)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
356 gc()
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
357
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
358 #end for
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
359 #end if
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
360
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
361 #################### 4) m/z heatmaps #######################################
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
362
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
363 #if $report_depth:
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
364
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
365 par(mfrow=c(1,1), mar=c(5.1, 4.1, 4.1, 2.1), mgp=c(3, 1, 0), las=0)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
366 if (length(inputcalibrants[,1]) != 0){
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
367 for (mass in 1:length(inputcalibrants[,1])){
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
368 par(oma=c(0,0,0,1))## margin for image legend
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
369
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
370 tryCatch(
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
371 {
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
372 print(image(msidata, mz=inputcalibrants[,1][mass], plusminus=plusminusvalues[mass],
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
373 main= paste0(inputcalibrants[,2][mass], ": ", round(inputcalibrants[,1][mass], digits = 2)," (±",$plusminus_ppm, " ppm)"),
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
374 contrast.enhance = "histogram", strip=FALSE, ylim= c(maximumy,minimumy)))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
375 },
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
376 error=function(cond) {
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
377 ## if there are not enough intensities in the mz range skip creating an image
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
378 print(paste0("Not enough intensities > 0 for m/z ", inputcalibrants[,1][mass]))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
379 }
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
380 )
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
381 }
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
382 } else {print("4) The input peptide and calibrant m/z were not provided or outside the m/z range")}
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
383
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
384 #end if
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
385
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
386 #################### 5) Number of peaks per pixel - image ##################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
387
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
388 ## here every intensity value > 0 counts as peak
4
3b7a35d50ebf planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ecdc3a64aa245d80dbc5487b2bf10a85a43adc6d
galaxyp
parents: 3
diff changeset
389 peaksperpixel = colSums(spectra(msidata)> 0, na.rm=TRUE)
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
390 peakscoordarray=data.frame(coord(msidata)\$x, coord(msidata)\$y, peaksperpixel)
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
391 colnames(peakscoordarray) = c("x", "y", "peaksperpixel")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
392
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
393 print(ggplot(peakscoordarray, aes(x=x, y=y, fill=peaksperpixel))+
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
394 geom_tile() + coord_fixed() +
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
395 ggtitle("Number of peaks per spectrum")+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
396 theme_bw() +
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
397 theme(plot.title = element_text(hjust = 0.5))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
398 theme(text=element_text(family="ArialMT", face="bold", size=12))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
399 scale_fill_gradientn(colours = c("blue", "purple" , "red","orange")
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
400 ,space = "Lab", na.value = "black", name = "# peaks"))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
401
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
402 ## remove peakscoordarray to clean up RAM space
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
403 rm(peakscoordarray)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
404 gc()
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
405
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
406
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
407 ############################### 6) TIC image ###############################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
408
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
409 TICcoordarray=data.frame(coord(msidata)\$x, coord(msidata)\$y, TICs)
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
410 colnames(TICcoordarray) = c("x", "y", "peaksperpixel")
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
411
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
412 print(ggplot(TICcoordarray, aes(x=x, y=y, fill=TICs))+
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
413 geom_tile() + coord_fixed() +
5
f0d1f3e97303 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit e938d5bf0087479d893ac3889db4ea5ef87a471c"
galaxyp
parents: 4
diff changeset
414 ggtitle("Total Ion Current")+
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
415 theme_bw() +
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
416 theme(plot.title = element_text(hjust = 0.5))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
417 theme(text=element_text(family="ArialMT", face="bold", size=12))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
418 scale_fill_gradientn(colours = c("blue", "purple" , "red","orange")
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
419 ,space = "Lab", na.value = "black", name = "TIC"))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
420
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
421 ## remove TICcoordarray to clean up RAM space
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
422 rm(TICcoordarray)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
423 gc()
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
424
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
425 ############################### 6b) median int image ###############################
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
426
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
427 #if $report_depth:
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
428
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
429 median_int = pixelApply(msidata, median, na.rm=TRUE)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
430
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
431 median_coordarray=data.frame(coord(msidata)\$x, coord(msidata)\$y, median_int)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
432 colnames(median_coordarray) = c("x", "y", "median_int")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
433 print(ggplot(median_coordarray, aes(x=x, y=y, fill=median_int))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
434 geom_tile() + coord_fixed() +
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
435 ggtitle("Median intensity per spectrum")+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
436 theme_bw() +
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
437 theme(plot.title = element_text(hjust = 0.5))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
438 theme(text=element_text(family="ArialMT", face="bold", size=12))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
439 scale_fill_gradientn(colours = c("blue", "purple" , "red","orange")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
440 ,space = "Lab", na.value = "black", name = "median\nintensity"))
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
441
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
442 ## remove median_coordarray to clean up RAM space
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
443 rm(median_coordarray)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
444 gc()
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
445
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
446 ############################### 6c) max int image ###############################
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
447
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
448 max_int = pixelApply(msidata, max, na.rm=TRUE)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
449
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
450 max_coordarray=data.frame(coord(msidata)\$x, coord(msidata)\$y, max_int)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
451 colnames(max_coordarray) = c("x", "y", "max_int")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
452 print(ggplot(max_coordarray, aes(x=x, y=y, fill=max_int))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
453 geom_tile() + coord_fixed() +
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
454 ggtitle("Maximum intensity per spectrum")+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
455 theme_bw() +
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
456 theme(plot.title = element_text(hjust = 0.5))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
457 theme(text=element_text(family="ArialMT", face="bold", size=12))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
458 scale_fill_gradientn(colours = c("blue", "purple" , "red","orange")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
459 ,space = "Lab", na.value = "black", name = "max\nintensity"))
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
460
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
461 ## remove median_coordarray to clean up RAM space
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
462 rm(max_coordarray)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
463 gc()
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
464
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
465 ############################### 7) Most abundant m/z image #################
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
466
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
467 ## for each spectrum find the row (m/z) with the highest intensity
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
468 highestmz = pixelApply(msidata, which.max)
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
469
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
470 ## in case for some spectra max returns integer(0), highestmz is a list and integer(0) have to be replaced with NA and unlisted
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
471 if (class(highestmz) == "list"){
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
472 ##find zero-length values
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
473 zero_entry <- !(sapply(highestmz, length))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
474 ### replace these values with NA
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
475 highestmz[zero_entry] <- NA
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
476 ### unlist list to get a vector
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
477 highestmz = unlist(highestmz)}
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
478
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
479 highestmz_matrix = data.frame(coord(msidata)\$x, coord(msidata)\$y,mz(msidata)[highestmz])
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
480 colnames(highestmz_matrix) = c("x", "y", "highestmzinDa")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
481
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
482 print(ggplot(highestmz_matrix, aes(x=x, y=y, fill=highestmzinDa))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
483 geom_tile() + coord_fixed() +
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
484 ggtitle("Most abundant m/z in each spectrum")+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
485 theme_bw() +
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
486 theme(plot.title = element_text(hjust = 0.5))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
487 scale_fill_gradientn(colours = c("blue", "purple" , "red","orange"), space = "Lab", na.value = "black", name = "m/z",
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
488 limits=c(min(highestmz_matrix\$highestmzinDa), max(highestmz_matrix\$highestmzinDa)))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
489 theme(text=element_text(family="ArialMT", face="bold", size=12)))
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
490
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
491 ## remove highestmz_matrix to clean up RAM space
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
492 rm(highestmz_matrix)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
493 gc()
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
494
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
495 #end if
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
496
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
497 ########################## 8) optional pca image for two components #################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
498
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
499 #if $do_pca:
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
500
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
501 set.seed(1)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
502 pca = PCA(msidata, ncomp=2)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
503
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
504 ## plot overview image and plot and PC1 and 2 images
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
505 print(plot(pca, col=c("black", "darkgrey"), main="PCA for two components", layout=c(2,1), strip=FALSE))
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
506 print(image(pca, run="infile", col=c("black", "white"), strip=FALSE, ylim= c(maximumy+0.2*maximumy,minimumy-1), layout=FALSE))
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
507
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
508 par(oma=c(0,0,0,1))## margin for image legend
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
509 print(image(pca, column = "PC1" , strip=FALSE, superpose = FALSE, main="PC1", col.regions = risk.colors(100), layout=c(2,1), ylim= c(maximumy+0.2*maximumy,minimumy-1)))
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
510 print(image(pca, column = "PC2" , strip=FALSE, superpose = FALSE, main="PC2", col.regions = risk.colors(100), layout=FALSE, ylim= c(maximumy+0.2*maximumy,minimumy-1)))
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
511 ## remove pca to clean up space
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
512 rm(pca)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
513 gc()
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
514
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
515 #end if
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
516
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
517 ################## III) properties over spectra index ######################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
518 ############################################################################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
519 print("properties over pixels")
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
520 par(mfrow = c(2,1), mar=c(5,6,4,2))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
521
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
522 ########################## 9) number of peaks per spectrum #################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
523 ## 9a) scatterplot
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
524
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
525 #if $report_depth:
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
526
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
527 plot_colorByDensity(pixels(msidata), peaksperpixel, ylab = "", xlab = "", main="Number of peaks per spectrum")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
528 title(xlab="Spectra index", line=3)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
529 title(ylab="Number of peaks", line=4)
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
530
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
531 if (!is.null(unique(msidata\$annotation))){
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
532 abline(v=abline_vector, lty = 3)}
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
533
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
534 ## 9b) histogram
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
535
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
536
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
537
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
538 hist(peaksperpixel, main="", las=1, xlab = "Number of peaks per spectrum", ylab="")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
539 title(main="Number of peaks per spectrum", line=2)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
540 title(ylab="Frequency = # spectra", line=4)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
541 abline(v=median(peaksperpixel), col="blue")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
542
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
543 ## 9c) additional histogram to show contribution of annotation groups
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
544
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
545 if (!is.null(unique(msidata\$annotation))){
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
546
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
547 df_9 = data.frame(peaksperpixel, msidata\$annotation)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
548 colnames(df_9) = c("Npeaks", "annotation")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
549
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
550 hist_9 = ggplot(df_9, aes(x=Npeaks, fill=annotation)) +
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
551 geom_histogram()+ theme_bw()+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
552 theme(text=element_text(family="ArialMT", face="bold", size=12))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
553 theme(plot.title = element_text(hjust = 0.5))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
554 theme(legend.key.size = unit(0.2, "line"), legend.text = element_text(size = 8))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
555 theme(legend.position="bottom",legend.direction="vertical")+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
556 labs(title="Number of peaks per spectrum and annotation group", x="Number of peaks per spectrum", y = "Frequency = # spectra") +
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
557 guides(fill=guide_legend(ncol=5,byrow=TRUE))+
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
558 geom_vline(xintercept = median(peaksperpixel), size = 1, colour = "black",linetype = "dashed")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
559 print(hist_9)}
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
560
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
561 #end if
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
562
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
563 ########################## 10) TIC per spectrum ###########################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
564
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
565 ## 10a)density scatterplot
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
566 par(mfrow = c(2,1), mar=c(5,6,4,2))
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
567
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
568 ## colorDensityplot does not work after TIC normalization, therefore make normal plot
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
569 if (min(TICs) == max(TICs)){
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
570 plot(pixels(msidata), TICs, ylab = "", xlab = "", pch=20, main="TIC per spectrum", col="#FF3100")
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
571 }else{
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
572 plot_colorByDensity(pixels(msidata), TICs, ylab = "", xlab = "", main="TIC per spectrum")
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
573 }
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
574
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
575 title(xlab="Spectra index", line=3)
5
f0d1f3e97303 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit e938d5bf0087479d893ac3889db4ea5ef87a471c"
galaxyp
parents: 4
diff changeset
576 title(ylab = "Total ion current intensity", line=4)
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
577 if (!is.null(unique(msidata\$annotation))){
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
578 abline(v=abline_vector, lty = 3)}
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
579
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
580 ## 10b) histogram
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
581 hist(TICs, main="", las=1, xlab = "TIC per spectrum", ylab="")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
582 title(main= "TIC per spectrum", line=2)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
583 title(ylab="Frequency = # spectra", line=4)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
584 abline(v=median(TICs[TICs>0]), col="blue")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
585
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
586 ## 10c) additional histogram to show annotation contributions
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
587 if (!is.null(unique(msidata\$annotation))){
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
588 df_10 = data.frame((TICs), msidata\$annotation)
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
589 colnames(df_10) = c("TICs", "annotation")
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
590
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
591 hist_10 = ggplot(df_10, aes(x=TICs, fill=annotation)) +
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
592 geom_histogram()+ theme_bw()+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
593 theme(text=element_text(family="ArialMT", face="bold", size=12))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
594 theme(plot.title = element_text(hjust = 0.5))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
595 theme(legend.position="bottom",legend.direction="vertical")+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
596 theme(legend.key.size = unit(0.2, "line"), legend.text = element_text(size = 8))+
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
597 labs(title="TIC per spectrum and annotation group", x="TIC per spectrum", y = "Frequency = # spectra") +
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
598 guides(fill=guide_legend(ncol=5,byrow=TRUE))+
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
599 geom_vline(xintercept = median(TICs[TICs>0]), size = 1, colour = "black",linetype = "dashed")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
600 print(hist_10)}
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
601
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
602 ################################## IV) properties over m/z ####################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
603 ############################################################################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
604 print("properties over m/z")
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
605
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
606 ########################## 11) Histogram of m/z values #####################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
607
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
608 par(mfrow = c(1, 1), cex.axis=1, cex.lab=1, mar=c(5.1,4.1,4.1,2.1))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
609 hist(mz(msidata), xlab = "m/z", main="Histogram of m/z values")
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
610
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
611 ########################## 12) Number of peaks per m/z #####################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
612
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
613 #if $report_depth:
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
614
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
615 peakspermz = rowSums(spectra(msidata) > 0, na.rm=TRUE)
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
616
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
617 par(mfrow = c(2,1), mar=c(5,6,4,4.5))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
618 ## 12a) scatterplot
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
619 plot_colorByDensity(mz(msidata),peakspermz, main= "Number of peaks per m/z", ylab ="")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
620 title(xlab="m/z", line=2.5)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
621 title(ylab = "Number of peaks", line=4)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
622 axis(4, at=pretty(peakspermz),labels=as.character(round((pretty(peakspermz)/pixelcount*100), digits=1)), las=1)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
623 mtext("Coverage of spectra [%]", 4, line=3, adj=1)
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
624
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
625 ## 12b) histogram
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
626 hist(peakspermz, main="", las=1, ylab="", xlab="")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
627 title(ylab = "Frequency", line=4)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
628 title(main="Number of peaks per m/z", xlab = "Number of peaks per m/z", line=2)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
629 abline(v=median(peakspermz), col="blue")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
630
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
631 ########################## 13) Sum of intensities per m/z ##################
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
632
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
633 ## Sum of all intensities for each m/z (like TIC, but for m/z instead of pixel)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
634 mzTIC = featureApply(msidata, sum, na.rm=TRUE) ## calculate intensity sum for each m/z
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
635
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
636 par(mfrow = c(2,1), mar=c(5,6,4,2))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
637 ## 13a) scatterplot
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
638 plot_colorByDensity(mz(msidata),mzTIC, main= "Sum of intensities per m/z", ylab ="")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
639 title(xlab="m/z", line=2.5)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
640 title(ylab="Intensity sum", line=4)
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
641
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
642 ## 13b) histogram
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
643 hist(mzTIC, main="", xlab = "", las=1, ylab="")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
644 title(main="Sum of intensities per m/z", line=2, ylab="")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
645 title(xlab = "sum of intensities per m/z")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
646 title(ylab = "Frequency", line=4)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
647 abline(v=median(mzTIC[mzTIC>0]), col="blue")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
648
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
649 ################################## V) intensity plots ########################
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
650 ############################################################################
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
651 print("intensity plots")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
652 ########################## 14) Intensity distribution ######################
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
653
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
654 par(mfrow = c(2,1), mar=c(5,6,4,2))
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
655
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
656 ## 14a) Median intensity over spectra
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
657 medianint_spectra = pixelApply(msidata, median, na.rm=TRUE)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
658 plot(medianint_spectra, main="Median intensity per spectrum",las=1, xlab="Spectra index", ylab="")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
659 title(ylab="Median spectrum intensity", line=4)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
660 if (!is.null(unique(msidata\$annotation))){
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
661 abline(v=abline_vector, lty = 3)}
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
662
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
663 ## 14b) histogram:
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
664 hist(int_matrix, main="", xlab = "", ylab="", las=1)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
665 title(main="Intensity histogram", line=2)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
666 title(xlab="intensities")
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
667 title(ylab="Frequency", line=4)
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
668 abline(v=median(int_matrix)[(as.matrix(spectra(msidata))>0)], col="blue")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
669
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
670 #end if
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
671
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
672 ## 14c) histogram to show contribution of annotation groups
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
673
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
674 if (!is.null(unique(msidata\$annotation))){
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
675
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
676 df_13 = data.frame(matrix(,ncol=2, nrow=0))
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
677 for (subsample in unique(msidata\$annotation)){
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
678 log2_int_subsample = spectra(msidata)[,msidata\$annotation==subsample]
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
679 df_subsample = data.frame(as.numeric(log2_int_subsample))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
680 df_subsample\$annotation = subsample
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
681 df_13 = rbind(df_13, df_subsample)}
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
682 df_13\$annotation = as.factor(df_13\$annotation)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
683 colnames(df_13) = c("int", "annotation")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
684
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
685 hist_13 = ggplot(df_13, aes(x=int, fill=annotation)) +
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
686 geom_histogram()+ theme_bw()+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
687 theme(text=element_text(family="ArialMT", face="bold", size=12))+
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
688 labs(title="Intensities per sample", x="intensities", y = "Frequency") +
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
689 theme(plot.title = element_text(hjust = 0.5))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
690 theme(legend.position="bottom",legend.direction="vertical")+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
691 theme(legend.key.size = unit(0.2, "line"), legend.text = element_text(size = 8))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
692 guides(fill=guide_legend(ncol=5,byrow=TRUE))+
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
693 geom_vline(xintercept = median(int_matrix)[(int_matrix>0)], size = 1, colour = "black",linetype = "dashed")
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
694 print(hist_13)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
695
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
696 ## 14d) boxplots to visualize in a different way the intensity distributions
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
697 par(mfrow = c(1,1), cex.axis=1.3, cex.lab=1.3, mar=c(10,4.1,5.1,2.1))
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
698
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
699 mean_matrix = matrix(,ncol=0, nrow = nrow(msidata))
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
700 for (subsample in unique(msidata\$annotation)){
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
701 mean_mz_sample = rowMeans(spectra(msidata)[,msidata\$annotation==subsample],na.rm=TRUE)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
702 mean_matrix = cbind(mean_matrix, mean_mz_sample)}
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
703
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
704 boxplot(log10(as.data.frame(mean_matrix)), ylab = "Log10 mean intensity per m/z", main="Log10 mean m/z intensities per annotation group", xaxt = "n")
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
705 (axis(1, at = c(1:number_combined), cex.axis=0.9, labels=unique(msidata\$annotation), las=2))
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
706
9
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
707 ## 14e) Heatmap of mean intensities of annotation groups
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
708
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
709 colnames(mean_matrix) = unique(msidata\$annotation)
9
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
710 mean_matrix[is.na(mean_matrix)] = 0
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
711 heatmap.parameters <- list(mean_matrix,
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
712 show_rownames = T, show_colnames = T,
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
713 main = "Heatmap of mean intensities per annotation group")
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
714 par(oma=c(5,0,0,0))
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
715 heatmap(mean_matrix)
9
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
716
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
717
9
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
718 ## 14f) PCA of mean intensities of annotation groups
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
719 par(mar=c(4.1, 4.1, 4.1, 8.5))
9
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
720 ## define annotation by colour
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
721 annotation_colour = rainbow(length(unique(msidata\$annotation)))[as.factor(unique(msidata\$annotation))]
9
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
722 ## transform and scale dataframe
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
723 pca = prcomp(t(mean_matrix),center=FALSE,scale.=FALSE)
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
724 ## plot single plot
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
725 plot(pca\$x[,c(1,2)],col=annotation_colour,pch=19)
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
726 legend("topright",xpd=TRUE, bty="n", inset=c(-0.3,0), cex=0.8, legend=unique(msidata\$annotation), col=rainbow(length(unique(msidata\$annotation))), pch=19)
9
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
727 ## plot pca with colours for max first 5 PCs
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
728 pc_comp = ifelse(ncol(pca\$x)<5 , ncol(pca\$x), 5)
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
729 pairs(pca\$x[,1:pc_comp],col=annotation_colour,pch=19)
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
730
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
731 }
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
732
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
733 ################################## VI) Mass spectra and m/z accuracy ########################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
734 ############################################################################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
735 print("Mass spectra and m/z accuracy")
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
736
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
737 ############################ 15) Mass spectra ##############################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
738
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
739
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
740 ## replace any NA with 0, otherwise plot function will not work at all
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
741 msidata_no_NA = msidata
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
742
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
743 #if $report_depth:
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
744
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
745 ## find three equal m/z ranges for the average mass spectra plots:
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
746 third_mz_range = round(nrow(msidata_no_NA)/3,0)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
747
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
748 par(cex.axis=1, cex.lab=1, mar=c(5.1,4.1,4.1,2.1))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
749 print(plot(msidata_no_NA, run="infile", layout=c(2,2), strip=FALSE, main= "Average spectrum", col="black"))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
750 print(plot(msidata_no_NA[1:third_mz_range,], layout=FALSE, run="infile", strip=FALSE, main="Zoomed average spectrum", col="black"))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
751 print(plot(msidata_no_NA[third_mz_range:(2*third_mz_range),], layout=FALSE, run="infile", strip=FALSE, main="Zoomed average spectrum", col="black"))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
752 print(plot(msidata_no_NA[(2*third_mz_range):nrow(msidata_no_NA),], layout=FALSE, run="infile", strip=FALSE, main="Zoomed average spectrum", col="black"))
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
753
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
754 ## plot one average mass spectrum for each pixel annotation group
4
3b7a35d50ebf planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ecdc3a64aa245d80dbc5487b2bf10a85a43adc6d
galaxyp
parents: 3
diff changeset
755
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
756 if (!is.null(unique(msidata\$annotation))){
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
757 ## print legend only for less than 10 samples
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
758 if (length(unique(msidata\$annotation)) < 10){
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
759 key_legend = TRUE
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
760 }else{key_legend = FALSE}
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
761 par(mfrow = c(1,1), cex.axis=1, cex.lab=1, mar=c(5.1,4.1,4.1,2.1))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
762 print(plot(msidata, run="infile", pixel.groups=msidata\$annotation, key=key_legend, col=hue_pal()(length(unique(msidata\$annotation))),superpose=TRUE, main="Average mass spectra for annotation groups"))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
763 }
4
3b7a35d50ebf planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ecdc3a64aa245d80dbc5487b2bf10a85a43adc6d
galaxyp
parents: 3
diff changeset
764
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
765 ## plot 4 random mass spectra
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
766 ## find four random, not empty pixel to plot their spectra in the following plots:
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
767 pixel_vector = sample(which(TICs != 0),4)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
768
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
769 par(mfrow = c(2, 2), cex.axis=1, cex.lab=1, mar=c(5.1,4.1,4.1,2.1))
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
770 print(plot(msidata_no_NA, pixel = pixel_vector, col="black"))
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
771
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
772 #end if
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
773
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
774 ################### 16) Zoomed in mass spectra for calibrants ##############
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
775
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
776 count = 1
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
777 differencevector = numeric()
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
778 differencevector2 = vector()
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
779
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
780 if (length(inputcalibrantmasses) != 0){
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
781
12
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
782
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
783 ### calculate plusminus values in m/z for each calibrant, this is used for all following plots
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
784 plusminusvalues = rep($plusminus_ppm/1000000, length(inputcalibrantmasses)) * inputcalibrantmasses
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
785
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
786 for (mass in 1:length(inputcalibrantmasses)){
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
787
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
788 ### define the plot window with xmin und xmax
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
789 minmasspixel1 = features(msidata_no_NA, mz=inputcalibrantmasses[mass]-0.5)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
790 maxmasspixel1 = features(msidata_no_NA, mz=inputcalibrantmasses[mass]+1.5)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
791 minmasspixel2 = features(msidata_no_NA, mz=inputcalibrantmasses[mass]-0.25)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
792 maxmasspixel2 = features(msidata_no_NA, mz=inputcalibrantmasses[mass]+0.5)
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
793 minmasspixel3 = features(msidata_no_NA, mz=inputcalibrantmasses[mass]-1.5)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
794 maxmasspixel3 = features(msidata_no_NA, mz=inputcalibrantmasses[mass]+3)
12
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
795
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
796 ## test if some values are lower than min(mz)
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
797 minmasspixel1 = ifelse(length(minmasspixel1)>0, minmasspixel1, 1)
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
798 minmasspixel2 = ifelse(length(minmasspixel2)>0, minmasspixel2, 1)
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
799 minmasspixel3 = ifelse(length(minmasspixel3)>0, minmasspixel3, 1)
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
800
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
801 ## test if min and max are same (more likely for centroided data):
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
802 maxmasspixel1 = ifelse(minmasspixel1 != maxmasspixel1, maxmasspixel1, maxmasspixel1 + 1)
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
803 maxmasspixel2 = ifelse(minmasspixel2 != maxmasspixel2, maxmasspixel2, maxmasspixel1 + 1)
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
804 maxmasspixel3 = ifelse(minmasspixel3 != maxmasspixel3, maxmasspixel3, maxmasspixel1 + 1)
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
805
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
806
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
807 ### find m/z with the highest mean intensity in m/z range (red line in plot 16) and calculate ppm difference for plot 17
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
808 filtered_data = msidata_no_NA[mz(msidata_no_NA) >= inputcalibrantmasses[mass]-plusminusvalues[mass] & mz(msidata_no_NA) <= inputcalibrantmasses[mass]+plusminusvalues[mass],]
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
809
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
810 if (nrow(filtered_data) > 0 & sum(spectra(filtered_data)) > 0){
9
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
811 maxmassrow = featureApply(filtered_data, mean) ## for each m/z average intensity is calculated
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
812 maxvalue = mz(filtered_data)[which.max(maxmassrow)] ### m/z with highest average intensity in m/z range
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
813 mzdifference = maxvalue - inputcalibrantmasses[mass] ### difference: theoretical value - closest m/z value
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
814 ppmdifference = mzdifference/inputcalibrantmasses[mass]*1000000 ### calculate ppm for accuracy measurement
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
815 }else{
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
816 ppmdifference = NA
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
817 maxvalue = NA}
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
818 differencevector[mass] = round(ppmdifference, digits=2)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
819
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
820 ### find m/z closest to inputcalibrant and calculate ppm difference for plot 18
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
821 mznumber = features(msidata_no_NA, mz = inputcalibrantmasses[mass]) ### gives featurenumber which is closest to given m/z
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
822 mzvalue = mz(msidata_no_NA)[mznumber] ### gives closest m/z
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
823 mzdifference2 = mzvalue - inputcalibrantmasses[mass]
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
824 ppmdifference2 = mzdifference2/inputcalibrantmasses[mass]*1000000
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
825 differencevector2[mass] = round(ppmdifference2, digits=2)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
826
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
827 ## plotting of 4 spectra in one page
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
828 par(oma=c(0,0,2,0))
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
829 ## average plot
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
830
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
831 print(plot(msidata_no_NA[minmasspixel1:maxmasspixel1,], run="infile", layout=c(2,2), strip=FALSE, main= "Average spectrum", col="black"))
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
832 abline(v=c(inputcalibrantmasses[mass] -plusminusvalues[count], inputcalibrantmasses[mass] ,inputcalibrantmasses[mass] +plusminusvalues[count]), col="blue", lty=c(3,5,3))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
833 abline(v=c(maxvalue), col="red", lty=2)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
834 abline(v=c(mzvalue), col="green2", lty=4)
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
835 ## average plot including points per data point
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
836 print(plot(msidata_no_NA[minmasspixel1:maxmasspixel1,], run="infile", layout=FALSE, strip=FALSE, main="Average spectrum with data points", col="black"))
5
f0d1f3e97303 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit e938d5bf0087479d893ac3889db4ea5ef87a471c"
galaxyp
parents: 4
diff changeset
837 points(mz(msidata_no_NA[minmasspixel1:maxmasspixel1,]), rowMeans(spectra(msidata_no_NA)[minmasspixel1:maxmasspixel1,,drop=FALSE]), col="blue", pch=20)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
838 ## plot of third average plot
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
839 print(plot(msidata_no_NA[minmasspixel2:maxmasspixel2,], run="infile", layout=FALSE, strip=FALSE, main= "Average spectrum", col="black"))
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
840 abline(v=c(inputcalibrantmasses[mass] -plusminusvalues[count], inputcalibrantmasses[mass] ,inputcalibrantmasses[mass] +plusminusvalues[count]), col="blue", lty=c(3,5,3))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
841 abline(v=c(maxvalue), col="red", lty=2)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
842 abline(v=c(mzvalue), col="green2", lty=4)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
843 ## plot of fourth average plot
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
844 print(plot(msidata_no_NA[minmasspixel3:maxmasspixel3,], run="infile", layout=FALSE, strip=FALSE, main= "Average spectrum", col="black"))
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
845 abline(v=c(inputcalibrantmasses[mass] -plusminusvalues[count], inputcalibrantmasses[mass] ,inputcalibrantmasses[mass] +plusminusvalues[count]), col="blue", lty=c(3,5,3))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
846 abline(v=c(maxvalue), col="red", lty=2)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
847 abline(v=c(mzvalue), col="green2", lty=4)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
848 title(paste0("theor. m/z: ", round(inputcalibrants[count,1], digits=4)), col.main="blue", outer=TRUE, line=0, adj=0.074)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
849 title(paste0("most abundant m/z: ", round(maxvalue, digits=4)), col.main="red", outer=TRUE, line=0, adj=0.49)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
850 title(paste0("closest m/z: ", round(mzvalue, digits=4)), col.main="green2", outer=TRUE, line=0, adj=0.93)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
851
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
852 ### 16b) one large extra plot with different colours for different pixel annotation groups
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
853
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
854 if (!is.null(unique(msidata\$annotation))){
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
855 if (number_combined < 10){
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
856 key_zoomed = TRUE
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
857 }else{key_zoomed = FALSE}
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
858 par(mfrow = c(1, 1))
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
859 print(plot(msidata_no_NA[minmasspixel1:maxmasspixel1,], run="infile", strip=FALSE,main="Average spectrum per annotation group",
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
860 pixel.groups=msidata\$annotation, key=key_zoomed, col=hue_pal()(number_combined),superpose=TRUE))
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
861 abline(v=c(inputcalibrantmasses[mass] -plusminusvalues[count], inputcalibrantmasses[mass] ,inputcalibrantmasses[mass] +plusminusvalues[count]), col="black", lty=c(3,1,3))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
862 }
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
863 count=count+1
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
864 }
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
865
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
866 ## remove msidata_no_NA to clean up RAM space
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
867 rm(msidata_no_NA)
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
868 gc()
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
869
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
870 ######### 17) ppm difference input calibrant m/z and m/z with max intensity in given m/z range#########
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
871
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
872 #if $report_depth:
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
873
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
874 par(mfrow = c(1,1))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
875 ### plot the ppm difference calculated above: theor. m/z value to highest m/z value:
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
876
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
877 calibrant_names = as.character(inputcalibrants[,2])
12
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
878
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
879 diff_df = data.frame(differencevector, calibrant_names)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
880
12
ecaebe7c7b54 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0c667acd7cc0d0ef6c4e979ca29372b8c0d92c23"
galaxyp
parents: 11
diff changeset
881
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
882 if (sum(is.na(diff_df[,1])) == nrow(diff_df)){
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
883 plot(0,type='n',axes=FALSE,ann=FALSE)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
884 title(main=paste("plot 17: no peaks in the chosen region, repeat with higher ppm range"))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
885 }else{
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
886
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
887 diff_plot1=ggplot(data=diff_df, aes(x=calibrant_names, y=differencevector)) + geom_bar(stat="identity", fill = "darkgray") + theme_minimal() +
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
888 labs(title="Average m/z error (max. average intensity vs. theor. calibrant m/z)", x="calibrants", y = "Average m/z error in ppm")+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
889 theme(plot.title = element_text(hjust = 0.5, size=14))+theme(text=element_text(family="ArialMT", face="bold", size=14))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
890 geom_text(aes(label=differencevector), vjust=-0.3, size=5.5, col="blue") +
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
891 theme(axis.text.x = element_text(angle = 90, hjust = 1, size=14))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
892
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
893 print(diff_plot1)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
894 }
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
895
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
896 ######### 18) ppm difference input calibrant m/z and closest m/z ###########
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
897
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
898 ### plot the ppm difference calculated above theor. m/z value to closest m/z value:
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
899
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
900 differencevector2 = round(differencevector2, digits=2)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
901 calibrant_names = as.character(inputcalibrants[,2])
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
902 diff_df = data.frame(differencevector2, calibrant_names)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
903
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
904 diff_plot2=ggplot(data=diff_df, aes(x=calibrant_names, y=differencevector2)) + geom_bar(stat="identity", fill = "darkgray") + theme_minimal() +
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
905 labs(title="Average m/z error (closest measured m/z vs. theor. calibrant m/z)", x="calibrants", y = "Average m/z error in ppm")+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
906 theme(plot.title = element_text(hjust = 0.5, size=14))+theme(text=element_text(family="ArialMT", face="bold", size=14))+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
907 geom_text(aes(label=differencevector2), vjust=-0.3, size=5.5, col="blue")+
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
908 theme(axis.text.x = element_text(angle = 90, hjust = 1, size=14))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
909
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
910 print(diff_plot2)
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
911
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
912 #end if
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
913
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
914 #################### 19) ppm difference over pixels #####################
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
915
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
916 par(mfrow = c(1,1))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
917 count = 1
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
918 ppm_df = as.data.frame(matrix(,ncol=0, nrow = ncol(msidata)))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
919 for (calibrant in inputcalibrantmasses){
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
920 ### find m/z with the highest mean intensity in m/z range, if no m/z in the range, ppm differences for this calibrant will be NA
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
921 filtered_data = msidata[mz(msidata) >= calibrant-plusminusvalues[count] & mz(msidata) <= calibrant+plusminusvalues[count],]
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
922
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
923 if (nrow(filtered_data) > 0){
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
924 ### filtered for m/z range, find max peak in each spectrum
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
925 ppm_vector = numeric()
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
926 for (pixel_count in 1:ncol(filtered_data)){
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
927 ## for each spectrum (pixel_count) find the m/z that has the highest intensity
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
928 mz_max = mz(filtered_data)[which.max(spectra(filtered_data)[,pixel_count])]
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
929 mzdiff = mz_max - calibrant
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
930 ppmdiff = mzdiff/calibrant*1000000
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
931
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
932 ### if maximum intensity in m/z range was 0 set ppm diff to NA (not shown in plot)
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
933 if (max(spectra(filtered_data)[,pixel_count]) == 0 || is.na(max(spectra(filtered_data)[,pixel_count]))){
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
934 ppmdiff = NA}
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
935 ppm_vector[pixel_count] = ppmdiff}
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
936
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
937 }else{
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
938 ppm_vector = rep(NA, ncol(msidata))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
939 }
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
940
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
941 ppm_df = cbind(ppm_df, ppm_vector)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
942 count=count+1
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
943 }
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
944
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
945 if (sum(is.na(ppm_df)) == ncol(ppm_df)*nrow(ppm_df)){
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
946 plot(0,type='n',axes=FALSE,ann=FALSE)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
947 title(main=paste("plot 19: no peaks in the chosen region, repeat with higher ppm range"))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
948 }else{
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
949
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
950 ### plot ppm differences over pixels (spectra index)
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
951 par(mar=c(4.1, 4.1, 4.1, 8.5))
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
952
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
953 plot(0,0,type="n", ylim=c(min(ppm_df, na.rm=TRUE),max(ppm_df, na.rm=TRUE)), xlim = c(1,ncol(filtered_data)),xlab = "Spectra index", ylab = "m/z difference in ppm", main="Difference m/z with max. average intensity vs. theor. m/z\n(per spectrum)")
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
954 for (each_cal in 1:ncol(ppm_df)){
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
955 lines(ppm_df[,each_cal], col=mycolours[each_cal], type="p")}
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
956 legend("topright", inset=c(-0.2,0), xpd = TRUE, bty="n", cex=0.8,legend=inputcalibrantmasses, col=mycolours[1:ncol(ppm_df)],lty=1)
11
f396c176f366 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ca89f8e007c6b17f7c30066729e05b8686ab975a"
galaxyp
parents: 10
diff changeset
957 if (!is.null(unique(msidata\$annotation))){
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
958 abline(v=abline_vector, lty = 3)}}
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
959
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
960 ### make x-y-images for mz accuracy
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
961
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
962 #if $report_depth:
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
963 ppm_dataframe = data.frame(coord(msidata)\$x, coord(msidata)\$y, ppm_df)
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
964 colnames(ppm_dataframe) = c("x", "y", "ppm_df")
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
965
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
966 for (each_cal in 1:ncol(ppm_df)){
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
967 tmp_ppm = ppm_dataframe[,c(1,2,each_cal+2)]
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
968 tmp_ppm[,3] = as.numeric(tmp_ppm[,3])
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
969 colnames(tmp_ppm) = c("x","y", "ppm_each_cal")
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
970
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
971 print(ggplot(tmp_ppm, aes(x=x, y=y, fill=ppm_each_cal))+
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
972 geom_tile() + coord_fixed() +
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
973 ggtitle(paste0("m/z accuracy for ",inputcalibrants[,2][each_cal]))+
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
974 theme_bw() +
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
975 theme(plot.title = element_text(hjust = 0.5))+
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
976 theme(text=element_text(family="ArialMT", face="bold", size=12))+
3
16556ca0196b planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 2c4a1a862900b4efbc30824cbcb798f835b168b2
galaxyp
parents: 2
diff changeset
977 scale_fill_gradient2(low = "navy", mid = "grey", high = "red", midpoint = 0 ,space = "Lab", na.value = "black", name = "ppm\nerror"))}
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
978
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
979 #end if
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
980
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
981 }else{print("plot 16+17+18+19) The inputcalibrant m/z were not provided or outside the m/z range")}
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
982 }else{
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
983 print("inputfile has no intensities > 0")
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
984 }
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
985 dev.off()
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
986
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
987
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
988 ]]></configfile>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
989 </configfiles>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
990 <inputs>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
991 <expand macro="reading_msidata"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
992 <conditional name="tabular_annotation">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
993 <param name="load_annotation" type="select" label="Use pixel annotation from tabular file for QC plots">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
994 <option value="no_annotation" selected="True">pixels belong into one group only</option>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
995 <option value="yes_annotation">use pixel annotation from a tabular file</option>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
996 </param>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
997 <when value="yes_annotation">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
998 <expand macro="reading_pixel_annotations"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
999 </when>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1000 <when value="no_annotation"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1001 </conditional>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1002 <expand macro="pdf_filename"/>
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
1003 <expand macro="reading_2_column_mz_tabular" optional="true"/>
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1004 <param name="plusminus_ppm" value="200" type="float" label="ppm range" help="Will be added in both directions to input calibrant m/z"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1005 <param name="do_pca" type="boolean" label="PCA with 2 components"/>
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1006 <param name="report_depth" type="boolean" label="Generate full QC report" truevalue="TRUE" falsevalue="FALSE" checked="True" help="No: does not generate all plots but only the most informatives"/>
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1007 <repeat name="calibrantratio" title="Plot fold change of two m/z" min="0" max="10">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1008 <param name="mass1" value="1111" type="float" label="M/z 1" help="First m/z"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1009 <param name="mass2" value="2222" type="float" label="M/z 2" help="Second m/z"/>
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1010 <param name="distance" value="200" type="float" label="ppm range" help="Will be added in both directions to input calibrant m/z and intensities will be averaged in this range."/>
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1011 <param name="filenameratioplot" type="text" optional="true" label="Title" help="Optional title for fold change plot.">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1012 <sanitizer invalid_char="">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1013 <valid initial="string.ascii_letters,string.digits">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1014 <add value="_" />
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
1015 <add value=" " />
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1016 </valid>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1017 </sanitizer>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1018 </param>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1019 </repeat>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1020 </inputs>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1021 <outputs>
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1022 <data format="pdf" name="QC_report" from_work_dir="qualitycontrol.pdf" label = "${tool.name} on ${on_string}: results"/>
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1023 </outputs>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1024 <tests>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1025 <test>
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1026 <param name="infile" value="" ftype="imzml">
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1027 <composite_data value="Example_Processed.imzML"/>
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1028 <composite_data value="Example_Processed.ibd"/>
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1029 </param>
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1030 <conditional name="processed_cond">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1031 <param name="processed_file" value="processed"/>
10
f365bad862c9 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 6e8b69ee3aff3c93f745a5de11cc9169130f2e5e"
galaxyp
parents: 9
diff changeset
1032 <param name="accuracy" value="400"/>
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1033 <param name="units" value="ppm"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1034 </conditional>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1035 <conditional name="tabular_annotation">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1036 <param name="load_annotation" value="no_annotation"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1037 </conditional>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1038 <param name="calibrant_file" value="inputcalibrantfile1.tabular" ftype="tabular"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1039 <param name="mz_column" value="1"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1040 <param name="name_column" value="1"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1041 <param name="plusminus_ppm" value="100"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1042 <param name="filename" value="Testfile_imzml"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1043 <param name="do_pca" value="True"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1044 <repeat name="calibrantratio">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1045 <param name="mass1" value="328.9"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1046 <param name="mass2" value="398.8"/>
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1047 <param name="distance" value="500"/>
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
1048 <param name="filenameratioplot" value = "Ratio of mz 328.9 and mz 398.8"/>
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1049 </repeat>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1050 <output name="QC_report" file="QC_imzml.pdf" compare="sim_size"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1051 </test>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1052 <test>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1053 <expand macro="infile_analyze75"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1054 <conditional name="tabular_annotation">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1055 <param name="load_annotation" value="no_annotation"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1056 </conditional>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1057 <param name="filename" value="Testfile_analyze75"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1058 <param name="do_pca" value="True"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1059 <output name="QC_report" file="QC_analyze75.pdf" compare="sim_size"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1060 </test>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1061 <test>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1062 <param name="infile" value="3_files_combined.RData" ftype="rdata"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1063 <conditional name="tabular_annotation">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1064 <param name="load_annotation" value="yes_annotation"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1065 <param name="annotation_file" value="annotations_rdata.tabular"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1066 <param name="column_x" value="1"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1067 <param name="column_y" value="2"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1068 <param name="column_names" value="3"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1069 <param name="tabular_header" value="True"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1070 </conditional>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1071 <param name="calibrant_file" value="inputcalibrantfile1.tabular" ftype="tabular"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1072 <param name="mz_column" value="1"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1073 <param name="name_column" value="1"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1074 <param name="plusminus_ppm" value="100"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1075 <param name="filename" value="Testfile_rdata"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1076 <param name="do_pca" value="True"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1077 <output name="QC_report" file="QC_rdata.pdf" compare="sim_size"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1078 </test>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1079 <test>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1080 <param name="infile" value="empty_spectra.rdata" ftype="rdata"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1081 <conditional name="tabular_annotation">
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1082 <param name="load_annotation" value="no_annotation"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1083 </conditional>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1084 <param name="calibrant_file" value="inputcalibrantfile2.txt"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1085 <param name="mz_column" value="1"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1086 <param name="name_column" value="2"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1087 <param name="filename" value="Testfile_rdata"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1088 <param name="do_pca" value="False"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1089 <output name="QC_report" file="QC_empty_spectra.pdf" compare="sim_size"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1090 </test>
15
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1091 <test>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1092 <param name="infile" value="" ftype="imzml">
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1093 <composite_data value="Example_Processed.imzML"/>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1094 <composite_data value="Example_Processed.ibd"/>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1095 </param>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1096 <conditional name="processed_cond">
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1097 <param name="processed_file" value="processed"/>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1098 <param name="accuracy" value="200"/>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1099 <param name="units" value="ppm"/>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1100 </conditional>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1101 <conditional name="tabular_annotation">
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1102 <param name="load_annotation" value="no_annotation"/>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1103 </conditional>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1104 <param name="calibrant_file" value="inputcalibrantfile1.tabular" ftype="tabular"/>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1105 <param name="mz_column" value="1"/>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1106 <param name="name_column" value="1"/>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1107 <param name="report_depth" value="False"/>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1108 <output name="QC_report" file="QC_imzml_shortreport.pdf" compare="sim_size"/>
23d0394b5908 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit c8d3adac445b4e08e2724e22d7201bfc38bbf40f"
galaxyp
parents: 12
diff changeset
1109 </test>
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1110 </tests>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1111 <help>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1112 <![CDATA[
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1113 @CARDINAL_DESCRIPTION@
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1114
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1115 -----
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1116
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1117 This tool uses Cardinal to read files and create a quality control report with descriptive plots for mass spectrometry imaging data.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1118
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1119 @MSIDATA_INPUT_DESCRIPTION@
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1120 - Coordinates stored as decimals rather than integers will be rounded to obtain a regular pixel grid. This might lead to duplicated coordinates which will be automatically removed before the tools analysis starts.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1121 @SPECTRA_TABULAR_INPUT_DESCRIPTION@
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1122 - at least two different annotations should be in the annotation column
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1123
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1124 @MZ_2COLS_TABULAR_INPUT_DESCRIPTION@
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1125 - maximum of 9 m/z values per run are supported
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1126 - names should be unique
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1127
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1128 **Options**
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1129
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1130 - m/z of interest (e.g. internal calibrants) and the ppm range are used for m/z heatmaps (x-y grid), heatmap of number of calibrants per spectrum (x-y grid), zoomed in mass spectra, m/z accuracy plots
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1131 - Optional fold change plot: draws a heatmap (x-y grid) for the fold change of two m/z (log2(intensity ratio))
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1132 - All plots are described in more detail below
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1133
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1134 **Tip**
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1135
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1136 - For additional m/z heatmaps use the MSI mz images tool and to plot more mass spectra use the MSI mass spectra tool.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1137 - To obtain the underlaying spectra and feature values used in this quality report, the imzML exporter tool can be used
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1138
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1139
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1140 **Output**
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1141
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1142 - quality control report as pdf with key numbers and descriptive plots describing the mass spectrometry imaging data
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1143
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1144
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1145 ----------------------------------------------------------------------------------------------------------------------------------------------------
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1146
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1147 **Overview of the QC report plots**
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1148
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1149 - (annot): this plots will only be drawn if pixel annotations are loaded via a tabular file
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1150 - (cal): this plots will only be drawn if a tabular file with at least one valid calibrant m/z is provided
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1151 - (FC): this plots will only be drawn if the optional fold change image is selected
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1152 - Vertical lines in histograms represent median values. In density scatter plots the colour changes from blue to green, yellow and red the more points are overlayed.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1153
5
f0d1f3e97303 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit e938d5bf0087479d893ac3889db4ea5ef87a471c"
galaxyp
parents: 4
diff changeset
1154 - Overview of file properties: Numbers and ranges for m/z features and pixels are given. Median and range across all intensity values are provided. Intensities > 0 gives the percentage of m/z-pixel pairs with an intensity above zero. The number of empty spectra (TIC = 0), the median number of peaks (intensities > 0) per spectra as well as the median TIC (total ion current) are given. The processing status of the file is provided as well as the number of valid calibrants from the provided tabular file.> 0 (Intensities > 0).
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1155
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1156 **x-y images (pixel/spectra information)**
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1157
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1158 - (annot) Spatial orientation of annotated pixel: All pixels of one annotation group have the same colour.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1159 - Pixel order: Shows the order of the pixels in the provided file. Depending on the instrument this can represent the acquisition order. If annotation file is provided pixels are ordered according to annotation groups.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1160 - (cal) Number of calibrants per pixel: In every spectrum the calibrant m/z window (calibrant m/z plusminus 'ppm range') is searched for peaks (intensity > 0). Calibrants are considered present in a spectrum when they have at least one peak in their m/z window.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1161 - (FC) Control of fold change plot: For both input m/z a zoomed in average spectrum is drawn with the input m/z as blue dashed line, the m/z range as blue dotted lines and the maximum intensity in the m/z window with a red line.
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1162 - (FC) Fold change image: For each input m/z the average intensity within the given ppm range is calculated, then the log2 fold change of both average intensities is taken and plotted as heatmap.
3
16556ca0196b planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 2c4a1a862900b4efbc30824cbcb798f835b168b2
galaxyp
parents: 2
diff changeset
1163 - (cal) Intensity heatmaps for the m/z value that is closest to the calibrant m/z (can be outside the ppm range). The intensities are averaged within the calibrant m/z window (ppm range).
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1164 - Number of peaks per spectrum: For each spectrum the number of m/z values with intensity > 0 is calculated and plotted as heatmap.
5
f0d1f3e97303 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit e938d5bf0087479d893ac3889db4ea5ef87a471c"
galaxyp
parents: 4
diff changeset
1165 - Total ion current: For each spectrum all intensities are summed up to obtain the TIC which is plotted as heatmap.
1
ae9ffc7ba261 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d2f311f7fff24e54c565127c40414de708e31b3c
galaxyp
parents: 0
diff changeset
1166 - Median intensity: For each spectrum the median intensity is plotted as heatmap.
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1167 - Maximum intensity: For each spectrum the maximum intensity is plotted as heatmap.
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1168 - Most abundant m/z in each spectrum: For each spectrum the m/z value with the highest intensity is plotted.
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1169 - PCA for two components: Result of a principal component analysis (PCA) for two components is given. The loading plot depicts the contribution of each m/z value and the x-y image represents the differences between the pixels, principal components 1 and 2 are also plotted as x-y image.
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1170
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1171 **Properties over spectra/pixels**
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1172
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1173 - Number of peaks per spectrum: Scatter plot and histogram showing the number of intensities > 0 for each spectrum. If annotation tabular file is provided, the pixels are sorted according to annotation groups and the dotted lines in the scatter plot separate spectra of different annotation groups.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1174 - (annot) Number of peaks per spectrum and annotation group: Same histogram as in plot before but with colours to show the contribution of each pixel annotation group.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1175 - TIC per spectrum: Scatter plot and histogram showing the sum of all intensities per spectrum (TIC). Dotted lines in the scatter plot separate spectra of different annotation groups.
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1176 - (annot) TIC per spectrum and annotation group: Same histogram as in plot before but with colours to show the contribution of each pixel annotation group. Only the length of the coloured bar is important and not its height from zero, as bars are added up and not overlayed.
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1177
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1178 **Properties over m/z features**
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1179
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1180 - Histogram of m/z values: Histogram of all m/z values (complete m/z axis)
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1181 - Number of peaks per m/z: Scatter plot and histogram giving the number of intensities > 0 for each m/z.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1182 - Sum of intensities per m/z: Scatter plot and histogram of the sum of all intensities per m/z.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1183
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1184 **Intensity plots**
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1185
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1186 - Median intensity per spectrum: Scatter plot in which each point represents the median intensity for one spectrum. Dotted lines in the scatter plot separate spectra of different annotation groups.
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1187 - Histogram of intensities.
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1188 - (annot) Intensities per annotation group: Same histogram as before but with colours to show the contribution of each pixel annotation group.
4
3b7a35d50ebf planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ecdc3a64aa245d80dbc5487b2bf10a85a43adc6d
galaxyp
parents: 3
diff changeset
1189 - (annot) Log10 mean intensities per m/z and annotation group: For all pixels of an annotation group the log10 mean intensity for each m/z is calculated and shown as boxplot.
9
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
1190 - (annot) Heatmap of mean intensity per m/z
0d4d4f16d455 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit d008f6ea0f5c8435fb975a34cb99ea4d42c5ebd2"
galaxyp
parents: 8
diff changeset
1191 - (annot) PCA of mean intensity per m/z
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1192
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1193 **Mass spectra and m/z accuracy**
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1194
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1195 - Average mass spectra: First plot shows the average spectrum over the full m/z range, the other three plots zoom into the m/z axis.
4
3b7a35d50ebf planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ecdc3a64aa245d80dbc5487b2bf10a85a43adc6d
galaxyp
parents: 3
diff changeset
1196 - (annot) Average mass spectrum per annotation group.
3b7a35d50ebf planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit ecdc3a64aa245d80dbc5487b2bf10a85a43adc6d
galaxyp
parents: 3
diff changeset
1197 - Random mass spectra: The mass spectra for four random pixel are plotted.
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1198 - (cal) For each calibrant four zoomed average mass spectrum are drawn with different zooming level. The theoretical calibrant m/z (taken from the input file) is represented by the dashed blue line. The dotted blue lines show the given ppm range. The green line is the m/z value that is closest to the theoretical calibrant and the red line is the m/z with the highest average intensity in the m/z window. In the second spectrum each blue dot indicates one data point.
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1199 - (annot) Average spectrum per annotation group: For each calibrant a zoomed in mass spectrum is plotted this time with the average intensities for each annotation group separately.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1200 - (cal) Difference m/z with max. average intensity vs. theor. calibrant m/z: The difference in ppm between the m/z with the highest average intensity and the theoretical m/z are plotted for each calibrant. This corresponds to the difference between the dashed blue line and the red line in the zoomed in mass spectra.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1201 - (cal) Difference closest measured m/z vs. theor. calibrant m/z: The difference in ppm between the closest m/z value and the theoretical m/z values are plotted for each calibrant. This corresponds to the difference between the dashed blue line and the green line in the zoomed in mass spectra.
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1202 - (cal) Difference m/z with max. average intensity vs. theor. m/z (per spectrum): For each spectrum the ppm difference between the m/z with the highest average intensity and the theoretical m/z are plotted. The calibrants have different plotting colours. Dashed lines separate spectra of different annotation groups.
2
d4803c1e5e19 planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f127be2141cf22e269c85282d226eb16fe14a9c1
galaxyp
parents: 1
diff changeset
1203 - (cal) Same m/z accuracy in ppm is plotted per calibrant and per spectrum as image in x-y dimension.
0
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1204
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1205
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1206 ]]>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1207 </help>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1208 <expand macro="citations"/>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1209 </tool>
5f18275c250a planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit 0825a4ccd3ebf4ca8a298326d14f3e7b25ae8415
galaxyp
parents:
diff changeset
1210
8
bb9500286fe4 "planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
galaxyp
parents: 5
diff changeset
1211