changeset 7:64ea4507e0bd draft

"planemo upload for repository https://github.com/galaxyproteomics/tools-galaxyp/tree/master/tools/cardinal commit f986c51abe33c7f622d429a3c4a79ee24b33c1f3"
author galaxyp
date Thu, 23 Apr 2020 08:05:19 -0400
parents 043f9c91f686
children ebb7de263d49
files macros.xml spectra_plots.xml test-data/112_auto_combined.imzml test-data/112_auto_combined.imzml.txt test-data/112_auto_combined_QC.pdf test-data/123_combined.imzml test-data/123_combined.imzml.txt test-data/123_combined_QC.pdf test-data/123_combined_auto.imzml test-data/123_combined_auto.imzml.txt test-data/123_combined_auto.pdf test-data/12_combined.imzml test-data/12_combined.imzml.txt test-data/12_combined_QC.pdf test-data/2123_auto_combined.imzml test-data/2123_auto_combined.imzml.txt test-data/2123_auto_combined_QC.pdf test-data/Heatmaps_LM8_file16.pdf test-data/Heatmaps_analyze75.pdf test-data/Heatmaps_imzml.pdf test-data/Heatmaps_processed.pdf test-data/Heatmaps_rdata.pdf test-data/Plot_analyze75.pdf test-data/Plot_analyze75_allpixels.pdf test-data/Plot_empty_spectra.pdf test-data/Plot_imzml.pdf test-data/Plot_picked.pdf test-data/Plot_processed.pdf test-data/Plot_rdata.pdf test-data/QC_analyze75.pdf test-data/QC_empty_spectra.pdf test-data/QC_imzml.pdf test-data/QC_rdata.pdf test-data/analyze75.svg test-data/centroids_proc.pdf test-data/centroids_rdata.pdf test-data/classes_proc.tabular test-data/classes_ssc.tabular test-data/cluster_skm.RData test-data/cluster_skm.tabular test-data/features_out1.tabular test-data/features_out3.tabular test-data/features_out4.tabular test-data/features_test6.tabular test-data/int_matrix1.tabular test-data/int_matrix3.tabular test-data/kmeans_analyze.pdf test-data/mean_out2.tabular test-data/pca_imzml.pdf test-data/picked.ibd test-data/picked.imzml test-data/picked.imzml.txt test-data/picked_QC.pdf test-data/pixel_out3.tabular test-data/pixel_out4.tabular test-data/pixels_test6.tabular test-data/preprocessing_results3.ibd test-data/preprocessing_results3.imzml test-data/preprocessing_results3.imzml.txt test-data/preprocessing_results3.pdf test-data/preprocessing_results5.ibd test-data/preprocessing_results5.imzml test-data/preprocessing_results5.imzml.txt test-data/preprocessing_results5.pdf test-data/sd_out2.tabular test-data/spectra_1_pixel.tabular test-data/test6.pdf test-data/test6.rdata test-data/toplabels_proc.tabular test-data/toplabels_skm.tabular test-data/toplabels_ssc.tabular
diffstat 71 files changed, 24617 insertions(+), 13748 deletions(-) [+]
line wrap: on
line diff
--- a/macros.xml	Wed Mar 25 05:53:20 2020 -0400
+++ b/macros.xml	Thu Apr 23 08:05:19 2020 -0400
@@ -1,10 +1,10 @@
 <macros>
-    <token name="@VERSION@">1.12.1</token>
+    <token name="@VERSION@">2.4.0</token>
 
     <xml name="requirements">
         <requirements>
             <requirement type="package" version="@VERSION@">bioconductor-cardinal</requirement>
-            <requirement type="package" version="3.5.1">r-base</requirement>
+            <requirement type="package" version="3.6.1">r-base</requirement>
             <yield/>
         </requirements>
     </xml>
@@ -32,15 +32,10 @@
     <token name="@READING_MSIDATA@"><![CDATA[
         ## importing MSI data files
 
-        ## function to read RData files independent of filename
-        loadRData <- function(fileName){
-        load(fileName)
-        get(ls()[ls() != "fileName"])
-        }
-
         #if $infile.ext == 'imzml'
             #if str($processed_cond.processed_file) == "processed":
-                msidata <- readImzML('infile', mass.accuracy=$processed_cond.accuracy, units.accuracy = "$processed_cond.units", attach.only=TRUE)
+                msidata <- readImzML('infile', resolution=$processed_cond.accuracy, attach.only=TRUE, units = "$processed_cond.units")
+                msidata = collect(msidata, as.matrix=TRUE) ##coercion to continuous
                 centroided(msidata) = $centroids
             #else
                 msidata <- readImzML('infile', attach.only=TRUE)
@@ -50,6 +45,11 @@
             msidata = readAnalyze('infile', attach.only=TRUE)
             centroided(msidata) = $centroids
         #else
+            ## function to read RData files independent of filename
+            loadRData <- function(fileName){
+            load(fileName)
+            get(ls()[ls() != "fileName"])
+            }
             msidata = loadRData('infile.RData')
         #end if
 
@@ -86,34 +86,34 @@
         property_df = data.frame(properties, values)
     ]]></token>
 
-    <token name="@READING_MSIDATA_INRAM@"><![CDATA[
+    <token name="@READING_MSIDATA_FULLY_COMPATIBLE@"><![CDATA[
         ## importing MSI data files
 
-        ## function to read RData files independent of filename
-        loadRData <- function(fileName){
-        load(fileName)
-        get(ls()[ls() != "fileName"])
-        }
-
         #if $infile.ext == 'imzml'
             #if str($processed_cond.processed_file) == "processed":
-                msidata <- readImzML('infile', mass.accuracy=$processed_cond.accuracy, units.accuracy = "$processed_cond.units")
+                msidata <- readImzML('infile', resolution=$processed_cond.accuracy, units = "$processed_cond.units", attach.only=TRUE)
                 centroided(msidata) = $centroids
-                iData(msidata) = iData(msidata)[]
             #else
-                msidata <- readImzML('infile')
+                msidata <- readImzML('infile', attach.only=TRUE)
                 centroided(msidata) = $centroids
             #end if
         #elif $infile.ext == 'analyze75'
-            msidata = readAnalyze('infile')
+            msidata = readAnalyze('infile', attach.only=TRUE)
             centroided(msidata) = $centroids
         #else
+            ## function to read RData files independent of filename
+            loadRData <- function(fileName){
+            load(fileName)
+            get(ls()[ls() != "fileName"])
+            }
             msidata = loadRData('infile.RData')
+            msidata = as(msidata, "MSImagingExperiment")
+            run(msidata) = "infile"
         #end if
 
     ]]></token>
 
-    <token name="@DATA_PROPERTIES_INRAM@"><![CDATA[
+    <token name="@DATA_PROPERTIES_INRAM@"><![CDATA[ 
 ########################### QC numbers ########################
 ## including intensity calculations which need data in RAM
         ## Number of features (mz)
@@ -130,17 +130,16 @@
         minimumy = min(coord(msidata)[,2])
         maximumy = max(coord(msidata)[,2])
         ## Range of intensities
-        minint = round(min(spectra(msidata), na.rm=TRUE), digits=2)
-        maxint = round(max(spectra(msidata), na.rm=TRUE), digits=2)
+        minint = round(min(as.matrix(spectra(msidata)), na.rm=TRUE), digits=2)
+        maxint = round(max(as.matrix(spectra(msidata)), na.rm=TRUE), digits=2)
         ## Number of intensities > 0, for if conditions
-        npeaks= sum(spectra(msidata)>0, na.rm=TRUE)
+        npeaks= sum(as.matrix(spectra(msidata))>0, na.rm=TRUE)
         ## Number of NA in spectra matrix
         NAcount = sum(is.na(spectra(msidata)))
         ## Number of NA in spectra matrix
-        infcount = sum(is.infinite(spectra(msidata)))
+        infcount = sum(is.infinite(as.matrix(spectra(msidata))))
         ## Number of duplicated coordinates
         dupl_coord = sum(duplicated(coord(msidata)))
-
         properties = c("Number of m/z features",
                        "Range of m/z values",
                        "Number of pixels", 
@@ -298,6 +297,7 @@
     <xml name="citations">
         <citations>
             <citation type="doi">10.1093/bioinformatics/btv146</citation>
+            <citation type="doi">10.1093/gigascience/giz143</citation>
         </citations>
     </xml>
     <xml name="infile_analyze75">
--- a/spectra_plots.xml	Wed Mar 25 05:53:20 2020 -0400
+++ b/spectra_plots.xml	Thu Apr 23 08:05:19 2020 -0400
@@ -1,4 +1,4 @@
-<tool id="cardinal_spectra_plots" name="MSI plot spectra" version="@VERSION@.3">
+<tool id="cardinal_spectra_plots" name="MSI plot spectra" version="@VERSION@.0">
     <description>
         mass spectrometry imaging mass spectra plots
     </description>
@@ -6,7 +6,7 @@
         <import>macros.xml</import>
     </macros>
     <expand macro="requirements">
-        <requirement type="package" version="3.0">r-ggplot2</requirement>
+        <requirement type="package" version="3.2.1">r-ggplot2</requirement>
         <requirement type="package" version="2.3">r-gridextra</requirement>
         <requirement type="package" version="1.0.0">r-scales</requirement>
     </expand>
@@ -28,7 +28,7 @@
 library(scales)
 
 
-@READING_MSIDATA@
+@READING_MSIDATA_FULLY_COMPATIBLE@
 
 @DATA_PROPERTIES@
 
@@ -51,15 +51,6 @@
 
 grid.table(property_df, rows= NULL)
 
-## set NA to 0 otherwise plot function will not work
-
-    #if str($processed_cond.processed_file) == "processed":
-        ##processed file needs to be converted into matrix to be able to replace NAs
-        iData(msidata) <- iData(msidata)[]
-    #end if
-
-    spectra(msidata)[is.na(spectra(msidata))] = 0
-
 ## run only if mz and pixels are > 0
 
 if (ncol(msidata)>0 & nrow(msidata) >0){
@@ -69,90 +60,29 @@
     ############################# single pixel ################################
     ###########################################################################
 
-    #if str( $pixel_conditional.pixel_type) == 'single_pixel':
-        print("single_pixel")
-
-        #for $chosenpixel in $pixel_conditional.repeatpixel: 
-
-            pixelname = paste0("x = ", $chosenpixel.inputx,", ", "y = ", $chosenpixel.inputy)
-
-
-
-        input_pixels = paste($chosenpixel.inputx, $chosenpixel.inputy, sep="_")
-        dataset_pixels = paste(coord(msidata)\$x, coord(msidata)\$y, sep="_")
-
-        pixelisvalid = as.character(input_pixels %in% dataset_pixels)
-
-
-
-            pixeldf = rbind(pixeldf, cbind(pixelname, pixelisvalid))
-
-            ############################# II) control image ####################
+    #if str( $pixel_conditional.pixel_type) == 'tabular_pixel':
+        print("tabular_pixel")
 
-                if (pixelisvalid == "TRUE"){
-
-                    image(msidata, mz=$chosenpixel.inputmz, ylim = c(maximumy+(0.2*maximumy),minimumy-1),
-                    colorkey=FALSE, plusminus = $chosenpixel.plusminusinDalton,
-                    main= paste0("x= ",$chosenpixel.inputx, ", y= ", $chosenpixel.inputy))
-
-                    abline(v=$chosenpixel.inputx, col ="$chosenpixel.inputcolour", lty="$chosenpixel.inputtype", lwd=$chosenpixel.inputwidth)
-                    abline(h=$chosenpixel.inputy, col ="$chosenpixel.inputcolour", lty="$chosenpixel.inputtype", lwd=$chosenpixel.inputwidth)
-
-            ##################### III) plot full mass spectrum #################
+        ## read and extract x,y, optional annotation information
+        spectra_tabular = read.delim("$pixel_conditional.pixel_file", header = $pixel_conditional.tabular_pixel_header, stringsAsFactors = FALSE)
 
-                    plot(msidata, coord=list(x=$chosenpixel.inputx, y=$chosenpixel.inputy), main="Mass spectrum of full m/z range")
-
-            ##################### IV) plot zoom-in mass spectrum ###############
+        #if $pixel_conditional.column_pixel_annotation:
 
-                    #if $chosenpixel.zoomedplot:
-
-                        #for $token in $chosenpixel.zoomedplot:
-
-                            minmasspixel = features(msidata, mz=$token.xlimmin)
-                            maxmasspixel = features(msidata, mz=$token.xlimmax)
+                spectra_input = spectra_tabular[,c($pixel_conditional.column_pixel_x, $pixel_conditional.column_pixel_y, $pixel_conditional.column_pixel_annotation)]
+                colnames(spectra_input) = c("x", "y", "annotation")
 
-                            plot(msidata[minmasspixel:maxmasspixel,], coord=list(x=$chosenpixel.inputx, y=$chosenpixel.inputy), 
-                                 xlim= c($token.xlimmin,$token.xlimmax))
-
-                        #end for
-                    #end if
-                }else{
-                    print("The pixel coordinates did not correspond to a real pixel")}
-        #end for
-
-    colnames(pixeldf) = c("pixel coordinates", "coordinates were found in this file")
-
-    ############################# sample pixel ################################
-    ###########################################################################
-
-    #elif str( $pixel_conditional.pixel_type) == 'sample_pixel':
-        print("sample pixels")
-
-        ## optional annotation from tabular file to obtain pixel groups (otherwise all pixels are considered to be one sample)
-
-        #if str($pixel_conditional.tabular_annotation.load_annotation) == 'yes_annotation':
+                input_pixels = paste(spectra_input[,1], spectra_input[,2], sep="_")
+                dataset_pixels = paste(coord(msidata)\$x, coord(msidata)\$y, sep="_")
+                pixelsofinterest = dataset_pixels %in% input_pixels
+                msidata = msidata[,pixelsofinterest]
 
-            ## read and extract x,y,annotation information
-            input_tabular = read.delim("$pixel_conditional.tabular_annotation.annotation_file", header = $pixel_conditional.tabular_annotation.tabular_header, stringsAsFactors = FALSE)
-            annotation_input = input_tabular[,c($pixel_conditional.tabular_annotation.column_x, $pixel_conditional.tabular_annotation.column_y, $pixel_conditional.tabular_annotation.column_names)]
-            colnames(annotation_input) = c("x", "y", "annotation")
-
-            ## merge with coordinate information of msidata
-            msidata_coordinates = cbind(coord(msidata)[,1:2], c(1:ncol(msidata)))
-            colnames(msidata_coordinates)[3] = "pixel_index"
-            merged_annotation = merge(msidata_coordinates, annotation_input, by=c("x", "y"), all.x=TRUE)
-            merged_annotation[is.na(merged_annotation)] = "NA"
-            merged_annotation = merged_annotation[order(merged_annotation\$pixel_index),]
-            msidata\$annotation = as.factor(merged_annotation[,4])
-
-        #end if
-
-        ##################### I) Sample: plot full mass spectrum ##############
-
-        ## coloured plot with mean over all spectra with the same annotation, if no annotation is provided all pixels are considered as one sample
-
-        if (!is.null(levels(msidata\$annotation))){
-            print("annotated samples")
+                ## merge with coordinate information of msidata
+                msidata_coordinates = data.frame(coord(msidata)\$x, coord(msidata)\$y, c(1:ncol(msidata)))
+                colnames(msidata_coordinates) = c("x", "y", "pixel_index")
+                merged_annotation = merge(msidata_coordinates, spectra_input, by=c("x", "y"), all.x=TRUE)
+                merged_annotation[is.na(merged_annotation)] = "NA"
+                merged_annotation = merged_annotation[order(merged_annotation\$pixel_index),]
+                msidata\$annotation = as.factor(merged_annotation[,4])
 
                     ## overview plot over annotated samples
                     number_combined = length(levels(msidata\$annotation))
@@ -170,13 +100,13 @@
                         legend_size = 6
                     }
 
-                    position_df = cbind(coord(msidata)[,1:2], as.factor(msidata\$annotation))
-                    colnames(position_df)[3] = "sample_name"
+                    position_df = data.frame(coord(msidata)\$x, coord(msidata)\$y, as.factor(msidata\$annotation))
+                    colnames(position_df) = c("x", "y", "sample_name")
 
                     combine_plot = ggplot(position_df, aes(x=x, y=y, fill=sample_name))+
                            geom_tile(height = 1, width=1)+
                            coord_fixed()+
-                           ggtitle("Spatial orientation of pixel annotations")+
+                           ggtitle("Spatial orientation of annotations")+
                            theme_bw()+
                            theme(plot.title = element_text(hjust = 0.5))+
                            theme(text=element_text(family="ArialMT", face="bold", size=12))+
@@ -198,36 +128,288 @@
                         key_legend = TRUE
                     }else{key_legend = FALSE}
 
-            plot(msidata, pixel=1:ncol(msidata), pixel.groups=msidata\$annotation, key=key_legend, col=hue_pal()(length(levels(msidata\$annotation))),superpose=TRUE, main="Average mass spectrum of full m/z range")
-        }else{
-            plot(msidata, pixel=1:ncol(msidata), key=TRUE, main="Average mass spectrum of full m/z range")}
+                #if $fullmz:
+                ## plot single tabular mz, average per annotation
+                    print(plot(msidata, run="infile", pixel.groups=msidata\$annotation, key=key_legend, col=hue_pal()(length(levels(msidata\$annotation))),superpose=TRUE, strip=FALSE, grid=$grid_variable), main="Average spectrum per group")
+                #end if
+
+                    pixeldf = data.frame(table(msidata\$annotation))
+                    colnames(pixeldf) = c("sample name", "number of pixels")
+
+
+            ##################### II) Sample: plot zoom-in mass spectrum ##########
+
+                #if str($mz_range.mz_range_options) == "manual_mz":
+
+                    #for $token in $mz_range.zoomed_sample:
+
+
+                minmasspixel = tryCatch(
+                        {
+                        features(msidata, mz=$token.xlimmin)
+                        },
+                        warning=function(cond) {
+                        ## if xlimmin is outside mz range, use min mz value
+                        return(features(msidata, mz=min(mz(msidata))))
+                        }
+                    )    
+
+                maxmasspixel = tryCatch(
+                        {
+                        features(msidata, mz=$token.xlimmax)
+                        },
+                        warning=function(cond) {
+                        ## if xlimax is outside mz range, use max mz value
+                        return(features(msidata, mz=max(mz(msidata))))
+                        }
+                    )   
+
+                        ## plot single tabular mz, average per annotation, manual zoom
+                        print(plot(msidata[minmasspixel:maxmasspixel,], run="infile", strip=FALSE,
+                        xlim= c($token.xlimmin,$token.xlimmax),pixel.groups=msidata\$annotation, grid = $grid_variable,
+                        key=key_legend,col=hue_pal()(length(levels(msidata\$annotation))), superpose=TRUE, main="Average spectrum per group"))
+                    #end for
+
+                #elif str($mz_range.mz_range_options) == "tabular_mz":
+
+                    input_mz = read.delim("$mz_range.mz_file", header = $mz_range.tabular_header, stringsAsFactors = FALSE)
+                    input_mz_features = input_mz[,c($mz_range.column_mz)]
+                    for (feature_count in input_mz_features){
+
+                        if (feature_count>min(mz(msidata))&feature_count<max(mz(msidata))){
+
+                            xlimmin = feature_count-$mz_range.minus_mz_tab
+                            xlimmax = feature_count+$mz_range.plus_mz_tab
+
+                            minmasspixel = features(msidata, mz=xlimmin)
+                            maxmasspixel = features(msidata, mz=xlimmax)
+
+                            ## plot single tabular mz, average per annotation, tabular zoom
+                            print(plot(msidata[minmasspixel:maxmasspixel,], run="infile", strip=FALSE, main="Average spectrum per group",
+                            xlim= c(xlimmin,xlimmax),pixel.groups=msidata\$annotation, grid = $grid_variable,
+                            key=key_legend,col=hue_pal()(length(levels(msidata\$annotation))), superpose=TRUE))
+                        }
+                    }
+
+                #end if
+
+        #elif str($pixel_conditional.column_pixel_annotation)== "None":
+
+                spectra_tabular = spectra_tabular[,c($pixel_conditional.column_pixel_x, $pixel_conditional.column_pixel_y)]
+                colnames(spectra_tabular) = c("x", "y")
+
+            dataset_pixels = data.frame(coord(msidata)\$x, coord(msidata)\$y)
+            colnames(dataset_pixels) = c("x", "y")
+            spectra_input = merge(dataset_pixels, spectra_tabular, by=c("x", "y"))
+            false_input = merge(spectra_tabular, spectra_input, by=c("x", "y"))
+
+                ## for loop for every valid spectrum (pixel)
+                for (pixel_count in 1:nrow(spectra_input)){
+
+                    x_coord = spectra_input[pixel_count,1]
+                    y_coord = spectra_input[pixel_count,2]
+
+
+            ##################### I) Sample: plot full mass spectrum ##############
+
+                    #if $fullmz:
+                    ## plot full mz for single tabular mz
+                        print(plot(msidata, coord=list(x=x_coord, y=y_coord), key=TRUE, grid = $grid_variable))
+                    #end if
+
+                    pixelname = paste0("x = ", x_coord,", ", "y = ", y_coord)
+
+                    input_pixels = paste(x_coord, y_coord, sep="_")
+                    dataset_pixels = paste(coord(msidata)\$x, coord(msidata)\$y, sep="_")
+                    pixelisvalid = as.character(input_pixels %in% dataset_pixels)
+
+                    pixeldf = rbind(pixeldf, cbind(pixelname, pixelisvalid))
+
+
+            ##################### II) Sample: plot zoom-in mass spectrum ##########
+
+            #if str($mz_range.mz_range_options) == "manual_mz":
+                #for $token in $mz_range.zoomed_sample:
+
+                minmasspixel = tryCatch(
+                        {
+                        features(msidata, mz=$token.xlimmin)
+                        },
+                        warning=function(cond) {
+                        ## if xlimmin is outside mz range, use min mz value
+                        return(features(msidata, mz=min(mz(msidata))))
+                        }
+                    )    
+
+                maxmasspixel = tryCatch(
+                        {
+                        features(msidata, mz=$token.xlimmax)
+                        },
+                        warning=function(cond) {
+                        ## if xlimax is outside mz range, use max mz value
+                        return(features(msidata, mz=max(mz(msidata))))
+                        }
+                    )   
+
+                ## same min and max not possible for plot
+                if (minmasspixel == maxmasspixel){
+                    if (maxmasspixel == nrow(msidata)){
+                        minmasspixel = minmasspixel-1
+                        }else{
+                            maxmasspixel = maxmasspixel+1
+                        }
+                }
+
+                    ## print single tabular mz; manual zoom
+                    print(plot(msidata[minmasspixel:maxmasspixel,], grid = $grid_variable, coord=list(x=x_coord, y=y_coord), key=TRUE, xlim= c($token.xlimmin,$token.xlimmax)))
+
+                #end for
+
+                #elif str($mz_range.mz_range_options) == "tabular_mz":
+
+                    input_mz = read.delim("$mz_range.mz_file", header = $mz_range.tabular_header, stringsAsFactors = FALSE)
+                    input_mz_features = input_mz[,c($mz_range.column_mz)]
+                    for (feature_count in input_mz_features){
+
+                        if (feature_count>min(mz(msidata))&feature_count<max(mz(msidata))){
+
+                            xlimmin = feature_count-$mz_range.minus_mz_tab
+                            xlimmax = feature_count+$mz_range.plus_mz_tab
+
+                            minmasspixel = tryCatch(
+                                    {
+                                    features(msidata, mz=xlimmin)
+                                    },
+                                    warning=function(cond) {
+                                    ## if xlimmin is outside mz range, use min mz value
+                                    return(features(msidata, mz=min(mz(msidata))))
+                                    }
+                                )    
+
+                            maxmasspixel = tryCatch(
+                                    {
+                                    maxmasspixel = features(msidata, mz=xlimmax)
+                                    },
+                                    warning=function(cond) {
+                                    ## if xlimax is outside mz range, use max mz value
+                                    return(features(msidata, mz=max(mz(msidata))))
+                                    }
+                                )   
+
+                            ## same min and max not possible for plot
+                            if (minmasspixel == maxmasspixel){
+                                if (maxmasspixel == nrow(msidata)){
+                                    minmasspixel = minmasspixel-1
+                                    }else{
+                                        maxmasspixel = maxmasspixel+1
+                                    }
+                            }
+
+                                ## print single tabular mz; tabular zoom
+                                print(plot(msidata[minmasspixel:maxmasspixel,], grid = $grid_variable, coord=list(x=x_coord, y=y_coord), key=TRUE, xlim= c(xlimmin,xlimmax)))
+                            }
+                        }
+
+                #end if
+
+            }
+
+                    colnames(pixeldf) = c("pixel coordinates", "coordinates were found in this file")
+
+        #end if
+
+
+    ############################# all pixel ################################
+    ###########################################################################
+
+    #elif str( $pixel_conditional.pixel_type) == 'all_pixel':
+        print("all pixels")
+
+        ##################### I) Sample: plot full mass spectrum ##############
+
+                    #if $fullmz:
+
+                        print(plot(msidata, run="infile", key=TRUE, strip=FALSE, main="Average spectrum", grid = $grid_variable))
+                    #end if
 
         ##################### II) Sample: plot zoom-in mass spectrum ##########
 
-        #if $pixel_conditional.zoomed_sample:
-            #for $token in $pixel_conditional.zoomed_sample:
-                print("zoomed sample pixels")
+        #if str($mz_range.mz_range_options) == "manual_mz":
+            #for $token in $mz_range.zoomed_sample:
 
-                minmasspixel = features(msidata, mz=$token.xlimmin)
-                maxmasspixel = features(msidata, mz=$token.xlimmax)
+                minmasspixel = tryCatch(
+                        {
+                        features(msidata, mz=$token.xlimmin)
+                        },
+                        warning=function(cond) {
+                        ## if xlimmin is outside mz range, use min mz value
+                        return(features(msidata, mz=min(mz(msidata))))
+                        }
+                    )    
 
-                ## coloured plot with mean over all spectra for annotation group, otherwise only 1 black plot
-                if (!is.null(levels(msidata\$annotation))){
-                    print("annotation samples")
-                    plot(msidata[minmasspixel:maxmasspixel,], pixel=1:ncol(msidata),
-                    xlim= c($token.xlimmin,$token.xlimmax),pixel.groups=msidata\$annotation,
-                    key=key_legend,col=hue_pal()(length(levels(msidata\$annotation))), superpose=TRUE)
-                }else{
-                    plot(msidata[minmasspixel:maxmasspixel,], pixel=1:ncol(msidata), key=TRUE, xlim= c($token.xlimmin,$token.xlimmax))}
+                maxmasspixel = tryCatch(
+                        {
+                        features(msidata, mz=$token.xlimmax)
+                        },
+                        warning=function(cond) {
+                        ## if xlimax is outside mz range, use max mz value
+                        return(features(msidata, mz=max(mz(msidata))))
+                        }
+                    )   
+
+                ## same min and max not possible for plot
+                if (minmasspixel == maxmasspixel){
+                    if (maxmasspixel == nrow(msidata)){
+                        minmasspixel = minmasspixel-1
+                        }else{
+                            maxmasspixel = maxmasspixel+1
+                        }
+                }
+
+                    print(plot(msidata[minmasspixel:maxmasspixel,], grid = $grid_variable, main="Average spectrum", run = "infile", strip=FALSE, key=TRUE, xlim= c($token.xlimmin,$token.xlimmax)))
 
             #end for
+
+        #elif str($mz_range.mz_range_options) == "tabular_mz":
+
+            input_mz = read.delim("$mz_range.mz_file", header = $mz_range.tabular_header, stringsAsFactors = FALSE)
+            input_mz_features = input_mz[,c($mz_range.column_mz)]
+            for (feature_count in input_mz_features){
+
+                if (feature_count>min(mz(msidata))&feature_count<max(mz(msidata))){
+
+                    xlimmin = feature_count-$mz_range.minus_mz_tab
+                    xlimmax = feature_count+$mz_range.plus_mz_tab
+
+                            minmasspixel = tryCatch(
+                                    {
+                                    features(msidata, mz=xlimmin)
+                                    },
+                                    warning=function(cond) {
+                                    ## if xlimmin is outside mz range, use min mz value
+                                    return(features(msidata, mz=min(mz(msidata))))
+                                    }
+                                )    
+
+                            maxmasspixel = tryCatch(
+                                    {
+                                    maxmasspixel = features(msidata, mz=xlimmax)
+                                    },
+                                    warning=function(cond) {
+                                    ## if xlimax is outside mz range, use max mz value
+                                    return(features(msidata, mz=max(mz(msidata))))
+                                    }
+                                )   
+
+                        print(plot(msidata[minmasspixel:maxmasspixel,], grid = $grid_variable, run="infile", key=TRUE, strip=FALSE, main="Average spectrum", xlim= c(xlimmin,xlimmax)))
+                }
+            }
+
+
         #end if
 
-        if (!is.null(levels(msidata\$annotation))){
-            pixeldf = data.frame(table(msidata\$annotation))
-        }else{
-            pixeldf = data.frame("$filename", ncol(msidata))}
-        colnames(pixeldf) = c("sample name", "number of pixels")
+            pixeldf = data.frame("$filename", ncol(msidata))
+            colnames(pixeldf) = c("sample name", "number of pixels")
 
     #end if
 
@@ -274,54 +456,44 @@
         <expand macro="reading_msidata"/>
         <expand macro="pdf_filename"/>
         <conditional name="pixel_conditional">
-            <param name="pixel_type" type="select" label="Select if you want to plot the mass spectrum of a single pixel or the average spectrum of all pixels of a sample">
-                <option value="single_pixel" selected="True">Single pixel</option>
-                <option value="sample_pixel">Average spectrum for each sample</option>
+            <param name="pixel_type" type="select" label="Choose spectra (pixel)">
+                <option value="all_pixel" selected="True" >All spectra</option>
+                <option value="tabular_pixel">Single spectra</option>
             </param>
-            <when value="single_pixel">
-                <repeat name="repeatpixel" title="Plot mass spectra for pixel of interest" min="1" max="20">
-                    <param name="inputx" type="integer" value="" label="x-coordinate of pixel of interest" help="x-value of the pixel of interest"/>
-                    <param name="inputy" type="integer" value="" label="y-coordinate of pixel of interest" help="y-value of the pixel of interest"/>
-                    <param name="inputmz" type="float" value="1296.7" label="Next parameters are to control heatmap image which will be plotted, define m/z here" help="m/z will be displayed as heatmap and the pixel of interest will be visualized by the intersection of two lines"/>
-                    <param name="plusminusinDalton" value="0.25" type="float" label="m/z range for this m/z value" help="plusminus m/z window "/>
-                    <param name="inputcolour" type="select" label="Select the colour for the lines at x and y position">
-                        <option value="white" selected="True">white</option>
-                        <option value="black">black</option>
-                        <option value="grey">grey</option>
-                        <option value="blue">blue</option>
-                        <option value="red">red</option>
-                        <option value="green">green</option>
-                    </param>
-                    <param name="inputtype" type="select" label="Select the line type for the lines at x and y position">
-                        <option value="solid" selected="True">solid</option>
-                        <option value="dashed">dashed</option>
-                        <option value="dotted">dotted</option>
-                        <option value="longdash">longdash</option>
-                    </param>
-                    <param name="inputwidth" type="integer" value="2" label="Select the width of the lines at x and y position"/>
-                    <repeat name="zoomedplot" title="Zoomed in plots with m/z min and m/z max to define the plot window" min="0" max="50">
-                        <param name="xlimmin" type="integer" value="" label="lower m/z boundary for plotting window" help="minimum m/z for zoomed in window"/>
-                        <param name="xlimmax" type="integer" value="" label="upper m/z boundary for plotting window" help="maximum m/z for zoomed in window"/>
-                    </repeat>
-                </repeat>
+            <when value="tabular_pixel">
+                <param name="pixel_file" type="data" format="tabular" label="Load tabular file with pixel coordinates"
+                help="Two or three columns: x values, y values, optionally annotations"/>
+                <param name="column_pixel_x" data_ref="pixel_file" label="Column with x values" type="data_column"/>
+                <param name="column_pixel_y" data_ref="pixel_file" label="Column with y values" type="data_column"/>
+                <param name="column_pixel_annotation" data_ref="pixel_file" optional="True" label="Column with annotations" type="data_column"/>
+                <param name="tabular_pixel_header" type="boolean" label="Tabular files contain a header line" truevalue="TRUE" falsevalue="FALSE"/>
+            </when>
+            <when value="all_pixel">
             </when>
-            <when value="sample_pixel">
-            <conditional name="tabular_annotation">
-                <param name="load_annotation" type="select" label="Use pixel annotation from tabular file for spectra plots">
-                    <option value="no_annotation" selected="True">pixels belong into one group only</option>
-                    <option value="yes_annotation">group pixels according to annotations</option>
-                </param>
-                    <when value="yes_annotation">
-                        <expand macro="reading_pixel_annotations"/>
-                    </when>
-                    <when value="no_annotation"/>
-            </conditional>
-                <repeat name="zoomed_sample" title="Zoomed in plots with m/z min and m/z max to define the plot window" min="0" max="50">
-                    <param name="xlimmin" type="integer" value="" label="lower m/z boundary for plotting window" help="minimum m/z for zoomed in window"/>
-                    <param name="xlimmax" type="integer" value="" label="upper m/z boundary for plotting window" help="maximum m/z for zoomed in window"/>
+        </conditional>
+        <param name="fullmz" type="boolean" label="Plot complete m/z range" checked="True" truevalue="TRUE" falsevalue="FALSE"/>
+        <conditional name="mz_range">
+            <param name="mz_range_options" type="select" label="zoomed in m/z range">
+                <option value="none_mz" selected="True">no m/z range</option>
+                <option value="manual_mz" >Manual input</option>
+                <option value="tabular_mz">Tabular file</option>
+            </param>
+            <when value="none_mz"/>
+            <when value="tabular_mz">
+                <param name="minus_mz_tab" type="float" value="" label="m/z value to subtract from m/z values in tabular file = lower m/z boundary"/>
+                <param name="plus_mz_tab" type="float" value="" label="m/z value to add to m/z values in tabular file = upper m/z boundary"/>
+                <param name="mz_file" type="data" format="tabular" label="Load tabular file with m/z values"/>
+                <param name="column_mz" data_ref="mz_file" label="Column with mz values" type="data_column"/>
+                <param name="tabular_header" type="boolean" label="Tabular files contain a header line" truevalue="TRUE" falsevalue="FALSE"/>
+            </when>
+            <when value="manual_mz">
+                <repeat name="zoomed_sample" title="Define min m/z and max m/z for the plotting window" min="1">
+                    <param name="xlimmin" type="float" value="" label="lower m/z boundary for plotting window"/>
+                    <param name="xlimmax" type="float" value="" label="upper m/z boundary for plotting window"/>
                 </repeat>
             </when>
         </conditional>
+        <param name="grid_variable" type="boolean" label="Add grid to plot" truevalue="TRUE" falsevalue="FALSE"/>
     </inputs>
     <outputs>
         <data format="pdf" name="plots" from_work_dir="mzplots.pdf" label="${tool.name} on ${on_string}:results"/>
@@ -330,103 +502,136 @@
         <test>
             <expand macro="infile_imzml"/>
             <conditional name="pixel_conditional">
-                <param name="pixel_type" value="single_pixel"/>
-                    <repeat name="repeatpixel">
-                        <param name="plusminusinDalton" value="0.25"/>
-                        <param name="inputx" value="3"/>
-                        <param name="inputy" value="3"/>
-                        <repeat name="zoomedplot">
-                            <param name="xlimmin" value="310"/>
-                            <param name="xlimmax" value="320"/>
-                        </repeat>
-                        <repeat name="zoomedplot">
-                            <param name="xlimmin" value="350"/>
-                            <param name="xlimmax" value="400"/>
-                        </repeat>
-                        <repeat name="zoomedplot">
-                            <param name="xlimmin" value="400"/>
-                            <param name="xlimmax" value="420"/>
-                        </repeat>
+                <param name="pixel_type" value="tabular_pixel"/>
+                <param name="pixel_file" value="spectra_1_pixel.tabular"/>
+                <param name="column_pixel_x" value="1"/>
+                <param name="column_pixel_y" value="2"/>
+                <param name="tabular_pixel_header" value="FALSE"/>
+            </conditional>
+                <param name="fullmz" value="TRUE"/>
+                <conditional name="mz_range">
+                    <param name="mz_range_options" value="manual_mz"/>
+                    <repeat name="zoomed_sample">
+                        <param name="xlimmin" value="310"/>
+                        <param name="xlimmax" value="320"/>
                     </repeat>
-                    <repeat name="repeatpixel">
-                        <param name="plusminusinDalton" value="0.25"/>
-                        <param name="inputx" value="2"/>
-                        <param name="inputy" value="2"/>
+                   <repeat name="zoomed_sample">
+                        <param name="xlimmin" value="350"/>
+                        <param name="xlimmax" value="400"/>
                     </repeat>
-                    <repeat name="repeatpixel">
-                        <param name="plusminusinDalton" value="0.25"/>
-                        <param name="inputx" value="1"/>
-                        <param name="inputy" value="1"/>
+                   <repeat name="zoomed_sample">
+                        <param name="xlimmin" value="360"/>
+                        <param name="xlimmax" value="360.8"/>
                     </repeat>
                 </conditional>
+                <param name="grid_variable" value="TRUE"/>
             <output name="plots" file="Plot_imzml.pdf" compare="sim_size"/>
         </test>
         <test>
             <expand macro="infile_analyze75"/>
             <conditional name="pixel_conditional">
-                <param name="pixel_type" value="single_pixel"/>
-                    <repeat name="repeatpixel">
-                        <param name="plusminusinDalton" value="0.25"/>
-                        <param name="inputx" value="5"/>
-                        <param name="inputy" value="2"/>
-                        <repeat name="zoomedplot">
-                            <param name="xlimmin" value="840"/>
-                            <param name="xlimmax" value="850"/>
-                        </repeat>
+                <param name="pixel_type" value="tabular_pixel"/>
+                <param name="pixel_file" value="spectra_1_pixel.tabular"/>
+                <param name="column_pixel_x" value="1"/>
+                <param name="column_pixel_y" value="2"/>
+                <param name="tabular_pixel_header" value="TRUE"/>
+            </conditional>
+                <param name="fullmz" value="TRUE"/>
+                <conditional name="mz_range">
+                    <param name="mz_range_options" value="manual_mz"/>
+                    <repeat name="zoomed_sample">
+                        <param name="xlimmin" value="840"/>
+                        <param name="xlimmax" value="850"/>
                     </repeat>
-                    <repeat name="repeatpixel">
-                        <param name="plusminusinDalton" value="0.25"/>
-                        <param name="inputx" value="2"/>
-                        <param name="inputy" value="2"/>
-                    </repeat>
-            </conditional>
+                </conditional>
+                <param name="grid_variable" value="FALSE"/>
             <output name="plots" file="Plot_analyze75.pdf" compare="sim_size"/>
         </test>
         <test>
             <expand macro="infile_analyze75"/>
             <conditional name="pixel_conditional">
-                <param name="pixel_type" value="sample_pixel"/>
-                <conditional name="tabular_annotation">
-
-                    <param name="load_annotation" value="yes_annotation"/>
-                    <param name="annotation_file" value="annotations.tabular" ftype="tabular"/>
-                    <param name="column_x" value="1"/>
-                    <param name="column_y" value="2"/>
-                    <param name="column_names" value="4"/>
-                    <param name="tabular_header" value="TRUE"/>
-
-
-
+                <param name="pixel_type" value="tabular_pixel"/>
+                <param name="pixel_file" value="annotations.tabular"/>
+                <param name="column_pixel_x" value="1"/>
+                <param name="column_pixel_y" value="2"/>
+                <param name="column_pixel_annotation" value="4"/>
+                <param name="tabular_pixel_header" value="TRUE"/>
+            </conditional>
+                <param name="fullmz" value="FALSE"/>
+                <conditional name="mz_range">
+                    <param name="mz_range_options" value="manual_mz"/>
+                    <repeat name="zoomed_sample">
+                        <param name="xlimmin" value="1250"/>
+                        <param name="xlimmax" value="1270"/>
+                    </repeat>
                 </conditional>
-                <repeat name="zoomed_sample">
-                     <param name="xlimmin" value="1250"/>
-                     <param name="xlimmax" value="1270"/>
-                 </repeat>
-            </conditional>
+                <param name="grid_variable" value="FALSE"/>
             <output name="plots" file="Plot_analyze75_allpixels.pdf" compare="sim_size"/>
         </test>
         <test>
             <param name="infile" value="3_files_combined.RData" ftype="rdata"/>
             <conditional name="pixel_conditional">
-                <param name="pixel_type" value="sample_pixel"/>
+                <param name="pixel_type" value="all_pixel"/>
+            </conditional>
+                <param name="fullmz" value="TRUE"/>
+                <conditional name="mz_range">
+                    <param name="mz_range_options" value="manual_mz"/>
                     <repeat name="zoomed_sample">
-                         <param name="xlimmin" value="350"/>
-                         <param name="xlimmax" value="360"/>
-                     </repeat>
-            </conditional>
+                        <param name="xlimmin" value="350"/>
+                        <param name="xlimmax" value="360"/>
+                    </repeat>
+                </conditional>
+                <param name="grid_variable" value="FALSE"/>
             <output name="plots" file="Plot_rdata.pdf" compare="sim_size"/>
         </test>
         <test>
-            <param name="infile" value="empty_spectra.rdata" ftype="rdata"/>
+            <expand macro="processed_infile_imzml"/>
+            <conditional name="processed_cond">
+                <param name="processed_file" value="processed"/>
+                <param name="accuracy" value="50"/>
+                <param name="units" value="ppm"/>
+            </conditional>
             <conditional name="pixel_conditional">
-                <param name="pixel_type" value="single_pixel"/>
-                    <repeat name="repeatpixel">
-                        <param name="plusminusinDalton" value="0.1"/>
-                        <param name="inputx" value="1"/>
-                        <param name="inputy" value="1"/>
+                <param name="pixel_type" value="all_pixel"/>
+            </conditional>
+                <param name="fullmz" value="FALSE"/>
+                <conditional name="mz_range">
+                    <param name="mz_range_options" value="manual_mz"/>
+                    <repeat name="zoomed_sample">
+                        <param name="xlimmin" value="350"/>
+                        <param name="xlimmax" value="350.5"/>
+                    </repeat>
+                    <repeat name="zoomed_sample">
+                        <param name="xlimmin" value="600"/>
+                        <param name="xlimmax" value="650"/>
                     </repeat>
+                </conditional>
+                <param name="grid_variable" value="TRUE"/>
+            <output name="plots" file="Plot_processed.pdf" compare="sim_size"/>
+        </test>
+        <test>
+        <param name="infile" value="" ftype="imzml">
+            <composite_data value="preprocessing_results1.imzml"/>
+            <composite_data value="preprocessing_results1.ibd"/>
+        </param>
+        <param name="centroids" value="TRUE"/>
+            <conditional name="pixel_conditional">
+                <param name="pixel_type" value="all_pixel"/>
             </conditional>
-            <output name="plots" file="Plot_empty_spectra.pdf" compare="sim_size"/>
+                <param name="fullmz" value="TRUE"/>
+                <conditional name="mz_range">
+                    <param name="mz_range_options" value="manual_mz"/>
+                    <repeat name="zoomed_sample">
+                        <param name="xlimmin" value="328"/>
+                        <param name="xlimmax" value="330"/>
+                    </repeat>
+                    <repeat name="zoomed_sample">
+                        <param name="xlimmin" value="335"/>
+                        <param name="xlimmax" value="340"/>
+                    </repeat>
+                </conditional>
+            <param name="grid_variable" value="TRUE"/>
+            <output name="plots" file="Plot_picked.pdf" compare="sim_size"/>
         </test>
     </tests>
     <help><![CDATA[
@@ -438,30 +643,39 @@
 This tool uses the Cardinal plot function to generate (zoomed in) mass spectra plots of mass spectrometry imaging data.
 
 @MSIDATA_INPUT_DESCRIPTION@
+
 @SPECTRA_TABULAR_INPUT_DESCRIPTION@
 
+@MZ_TABULAR_INPUT_DESCRIPTION@
+
 **Options**
 
-- "single pixel": Returns a full mass spectrum plot for one pixel, which is defined by its x- and y-coordinates
+*Choosing spectra*
+
+- "All spectra": Plots average mass spectra (mean of all spectra)
 
-    - Enter the x and y coordinates of your pixel of interest
-    - To have a visual control for the selected pixel, a heatmap of a m/z of interest will be drawn. Two intersecting lines will show the pixel location. This procedure requires an m/z of interest together with a m/z range and for the lines the colour and type.
-    - Additionally zoom into mass spectra plots is possible by providing the minimum and maximum m/z value to define the limits of the plot
+- "Single spectra": Returns a full mass spectrum plot for each input spectrum, which is defined by its x- and y-coordinates
 
-- "All pixels of a sample": Returns a full average mass spectrum plot with different colours for each pixel annotation group, without annotations the average of all pixels is plotted
-
-    - Additionally zoom into mass spectra plots is possible by providing the minimum and maximum m/z value to define the limits of the plot
+    - the annotation column is optional: 
+    - without annotation column: plots a separate mass spectrum for every input spectrum
+    - with annotation column: plots average mass spectra for each annotation group in different colours
 
 
-**Tip** 
+*Choosing m/z axis*
+
+- "Plot complete m/z range": Full m/z range is plotted
 
-- Corresponding m/z intensity pairs for single spectra can be obtained with the filtering tool option "ranges for x and y" and afterwards using the imzml tabular exporter tool
-- Plots will only be drawn for pixels that exist in the MSI data, pixel that are outside the dataset will be "False" in the overview table on the last page of the pdf
+- "zoomed in m/z range": Only a customized m/z range is plotted
+
+
+    - "Manual input": Provide the minimum and maximum m/z value to define the m/z axis of the plot
+
+    - "Tabular input": File with m/z values of interest. Needs manual choice of m/z values to subtract and add from the input m/z values to generate the m/z axis of the plot
 
 
 **Output**
 
-- Pdf with the selected mass spectra plots and additional x-y grid plots
+- Single Pdf with all mass spectra plots
 
 
 ]]>
--- a/test-data/112_auto_combined.imzml	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/112_auto_combined.imzml	Thu Apr 23 08:05:19 2020 -0400
@@ -9,8 +9,8 @@
 		<fileContent>
 			<cvParam cvRef="MS" accession="MS:1000579" name="MS1 spectrum" value="" />
 			<cvParam cvRef="MS" accession="MS:1000128" name="profile spectrum" value="" />
-			<cvParam cvRef="IMS" accession="IMS:1000080" name="universally unique identifier" value="a0620366-fee2-4a2a-a643-0f0e0c9ae5a6" />
-			<cvParam cvRef="IMS" accession="IMS:1000091" name="ibd SHA-1" value="9bcd78ace1e6441dc527501b5eb3994fcf15b894" />
+			<cvParam cvRef="IMS" accession="IMS:1000080" name="universally unique identifier" value="de720b1f-c3fa-4596-b054-284efaff29fc" />
+			<cvParam cvRef="IMS" accession="IMS:1000091" name="ibd SHA-1" value="040b9782d76e25ebe9a6b7c27fdda7e27e711674" />
 			<cvParam cvRef="IMS" accession="IMS:1000030" name="continuous" value="" />
 		</fileContent>
 	</fileDescription>
@@ -42,7 +42,7 @@
 		</sample>
 	</sampleList>
 	<softwareList count="1">
-		<software id="Cardinal" version="2.2.6">
+		<software id="Cardinal" version="2.4.0">
 			<cvParam cvRef="MS" accession="MS:1000799" name="custom unreleased software tool" value="" />
 		</software>
 	</softwareList>
@@ -78,6 +78,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -105,6 +107,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -132,6 +136,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -159,6 +165,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="7" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="7.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -186,6 +194,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="7" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="7.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -213,6 +223,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="7" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="7.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -240,6 +252,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="9" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="9.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -267,6 +281,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="10" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="10.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -294,6 +310,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="9" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="9.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -321,6 +339,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="10" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="10.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -348,6 +368,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="9" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="9.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -375,6 +397,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="10" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="10.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -402,6 +426,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="15" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="15.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -429,6 +455,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="15" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="15.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -456,6 +484,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="15" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="15.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
--- a/test-data/112_auto_combined.imzml.txt	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/112_auto_combined.imzml.txt	Thu Apr 23 08:05:19 2020 -0400
@@ -1,4 +1,4 @@
 imzML file:
 total 556
--rw-r--r-- 1 meli meli 537552 Dez 11 00:10 ibd
--rw-r--r-- 1 meli meli  25811 Dez 11 00:10 imzml
+-rw-r--r-- 1 meli meli 537552 Apr 21 12:46 ibd
+-rw-r--r-- 1 meli meli  27497 Apr 21 12:46 imzml
Binary file test-data/112_auto_combined_QC.pdf has changed
--- a/test-data/123_combined.imzml	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/123_combined.imzml	Thu Apr 23 08:05:19 2020 -0400
@@ -9,8 +9,8 @@
 		<fileContent>
 			<cvParam cvRef="MS" accession="MS:1000579" name="MS1 spectrum" value="" />
 			<cvParam cvRef="MS" accession="MS:1000128" name="profile spectrum" value="" />
-			<cvParam cvRef="IMS" accession="IMS:1000080" name="universally unique identifier" value="8421b4d5-42be-4040-9d94-0398a40d6121" />
-			<cvParam cvRef="IMS" accession="IMS:1000091" name="ibd SHA-1" value="d2cf2df8db9b95afd23834703bc933df1098bb6d" />
+			<cvParam cvRef="IMS" accession="IMS:1000080" name="universally unique identifier" value="c9f19079-a92c-4995-b4ee-48d2766994a8" />
+			<cvParam cvRef="IMS" accession="IMS:1000091" name="ibd SHA-1" value="889b1020d3d844330f13a360be4b2bd0b65d11a1" />
 			<cvParam cvRef="IMS" accession="IMS:1000030" name="continuous" value="" />
 		</fileContent>
 	</fileDescription>
@@ -42,7 +42,7 @@
 		</sample>
 	</sampleList>
 	<softwareList count="1">
-		<software id="Cardinal" version="2.2.6">
+		<software id="Cardinal" version="2.4.0">
 			<cvParam cvRef="MS" accession="MS:1000799" name="custom unreleased software tool" value="" />
 		</software>
 	</softwareList>
@@ -78,6 +78,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -105,6 +107,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -132,6 +136,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -159,6 +165,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="3" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="3.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -186,6 +194,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="4" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="4.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -213,6 +223,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="3" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="3.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -240,6 +252,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="4" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="4.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -267,6 +281,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="3" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="3.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -294,6 +310,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="4" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="4.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -321,6 +339,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="9" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="9.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -348,6 +368,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="9" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="9.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -375,6 +397,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="9" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="9.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
--- a/test-data/123_combined.imzml.txt	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/123_combined.imzml.txt	Thu Apr 23 08:05:19 2020 -0400
@@ -1,4 +1,4 @@
 imzML file:
 total 452
--rw-r--r-- 1 meli meli 436764 Dez 11 00:02 ibd
--rw-r--r-- 1 meli meli  21511 Dez 11 00:02 imzml
+-rw-r--r-- 1 meli meli 436764 Apr 21 12:41 ibd
+-rw-r--r-- 1 meli meli  22855 Apr 21 12:41 imzml
Binary file test-data/123_combined_QC.pdf has changed
--- a/test-data/123_combined_auto.imzml	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/123_combined_auto.imzml	Thu Apr 23 08:05:19 2020 -0400
@@ -9,8 +9,8 @@
 		<fileContent>
 			<cvParam cvRef="MS" accession="MS:1000579" name="MS1 spectrum" value="" />
 			<cvParam cvRef="MS" accession="MS:1000128" name="profile spectrum" value="" />
-			<cvParam cvRef="IMS" accession="IMS:1000080" name="universally unique identifier" value="c12d4d26-5ff1-4c3c-99ea-95e0858faf36" />
-			<cvParam cvRef="IMS" accession="IMS:1000091" name="ibd SHA-1" value="147d6aa7f71a366246c93d750fcc9240b84c748f" />
+			<cvParam cvRef="IMS" accession="IMS:1000080" name="universally unique identifier" value="386d1a7c-e065-4bf1-96a6-019586133b29" />
+			<cvParam cvRef="IMS" accession="IMS:1000091" name="ibd SHA-1" value="9bdafd878211e7d0c8fd0ef11bd534cbacfe7d40" />
 			<cvParam cvRef="IMS" accession="IMS:1000030" name="continuous" value="" />
 		</fileContent>
 	</fileDescription>
@@ -42,7 +42,7 @@
 		</sample>
 	</sampleList>
 	<softwareList count="1">
-		<software id="Cardinal" version="2.2.6">
+		<software id="Cardinal" version="2.4.0">
 			<cvParam cvRef="MS" accession="MS:1000799" name="custom unreleased software tool" value="" />
 		</software>
 	</softwareList>
@@ -78,6 +78,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -105,6 +107,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -132,6 +136,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -159,6 +165,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="7" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="7.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -186,6 +194,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="8" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="1" />
+						<userParam name="3DPositionX" value="8.000000" />
+						<userParam name="3DPositionY" value="1.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -213,6 +223,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="7" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="7.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -240,6 +252,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="8" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="2" />
+						<userParam name="3DPositionX" value="8.000000" />
+						<userParam name="3DPositionY" value="2.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -267,6 +281,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="7" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="7.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -294,6 +310,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="8" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="3" />
+						<userParam name="3DPositionX" value="8.000000" />
+						<userParam name="3DPositionY" value="3.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -321,6 +339,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="9" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="9.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -348,6 +368,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="10" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="10.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
@@ -375,6 +397,8 @@
 						<referenceableParamGroupRef ref="scan1" />
 						<cvParam cvRef="IMS" accession="IMS:1000050" name="position x" value="1" />
 						<cvParam cvRef="IMS" accession="IMS:1000051" name="position y" value="11" />
+						<userParam name="3DPositionX" value="1.000000" />
+						<userParam name="3DPositionY" value="11.000000" />
 					</scan>
 				</scanList>
 				<binaryDataArrayList count="2">
--- a/test-data/123_combined_auto.imzml.txt	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/123_combined_auto.imzml.txt	Thu Apr 23 08:05:19 2020 -0400
@@ -1,4 +1,4 @@
 imzML file:
 total 452
--rw-r--r-- 1 meli meli 436764 Dez 11 00:05 ibd
--rw-r--r-- 1 meli meli  21514 Dez 11 00:05 imzml
+-rw-r--r-- 1 meli meli 436764 Apr 21 12:43 ibd
+-rw-r--r-- 1 meli meli  22860 Apr 21 12:43 imzml
Binary file test-data/123_combined_auto.pdf has changed
--- a/test-data/12_combined.imzml	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/12_combined.imzml	Thu Apr 23 08:05:19 2020 -0400
@@ -9,8 +9,8 @@
 		<fileContent>
 			<cvParam cvRef="MS" accession="MS:1000579" name="MS1 spectrum" value="" />
 			<cvParam cvRef="MS" accession="MS:1000128" name="profile spectrum" value="" />
-			<cvParam cvRef="IMS" accession="IMS:1000080" name="universally unique identifier" value="e9aca5c3-32c8-416b-a9e9-e40ba239ce32" />
-			<cvParam cvRef="IMS" accession="IMS:1000091" name="ibd SHA-1" value="c0c53177dc3a008c7a18ba10fe139ccaecc295a2" />
+			<cvParam cvRef="IMS" accession="IMS:1000080" name="universally unique identifier" value="57f26041-833d-4843-ba25-0037f2c35f51" />
+			<cvParam cvRef="IMS" accession="IMS:1000091" name="ibd SHA-1" value="c271b37214900da9960cd3bcb748cc5bc377cfec" />
 			<cvParam cvRef="IMS" accession="IMS:1000030" name="continuous" value="" />
 		</fileContent>
 	</fileDescription>
@@ -42,7 +42,7 @@
 		</sample>
 	</sampleList>
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--- a/test-data/12_combined.imzml.txt	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/12_combined.imzml.txt	Thu Apr 23 08:05:19 2020 -0400
@@ -1,4 +1,4 @@
 imzML file:
 total 352
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--rw-r--r-- 1 meli meli  17217 Dez 11 00:07 imzml
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Binary file test-data/12_combined_QC.pdf has changed
--- a/test-data/2123_auto_combined.imzml	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/2123_auto_combined.imzml	Thu Apr 23 08:05:19 2020 -0400
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--- a/test-data/2123_auto_combined.imzml.txt	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/2123_auto_combined.imzml.txt	Thu Apr 23 08:05:19 2020 -0400
@@ -1,4 +1,4 @@
 imzML file:
 total 656
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--rw-r--r-- 1 meli meli  30107 Dez 11 00:12 imzml
+-rw-r--r-- 1 meli meli 638340 Apr 21 12:46 ibd
+-rw-r--r-- 1 meli meli  32132 Apr 21 12:46 imzml
Binary file test-data/2123_auto_combined_QC.pdf has changed
Binary file test-data/Heatmaps_LM8_file16.pdf has changed
Binary file test-data/Heatmaps_analyze75.pdf has changed
Binary file test-data/Heatmaps_imzml.pdf has changed
Binary file test-data/Heatmaps_processed.pdf has changed
Binary file test-data/Heatmaps_rdata.pdf has changed
Binary file test-data/Plot_analyze75.pdf has changed
Binary file test-data/Plot_analyze75_allpixels.pdf has changed
Binary file test-data/Plot_empty_spectra.pdf has changed
Binary file test-data/Plot_imzml.pdf has changed
Binary file test-data/Plot_picked.pdf has changed
Binary file test-data/Plot_processed.pdf has changed
Binary file test-data/Plot_rdata.pdf has changed
Binary file test-data/QC_analyze75.pdf has changed
Binary file test-data/QC_empty_spectra.pdf has changed
Binary file test-data/QC_imzml.pdf has changed
Binary file test-data/QC_rdata.pdf has changed
--- a/test-data/analyze75.svg	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/analyze75.svg	Thu Apr 23 08:05:19 2020 -0400
@@ -1,15 +1,15 @@
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-<path style=" stroke:none;fill-rule:nonzero;fill:rgb(0%,1.960784%,100%);fill-opacity:1;" d="M 336 168 L 504 168 L 504 0 L 336 0 Z M 336 168 "/>
+<rect x="0" y="0" width="216" height="216" style="fill:rgb(100%,100%,100%);fill-opacity:1;stroke:none;"/>
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Binary file test-data/centroids_proc.pdf has changed
Binary file test-data/centroids_rdata.pdf has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/classes_proc.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -0,0 +1,10 @@
+pixel names	x	y	r = 1, k = 2, s = 0	r = 1, k = 2, s = 3	r = 1, k = 3, s = 0	r = 1, k = 3, s = 3
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+xy_3_1	3	1	1	1	1	1
+xy_1_2	1	2	1	1	1	1
+xy_2_2	2	2	1	1	1	1
+xy_3_2	3	2	1	1	1	1
+xy_1_3	1	3	1	1	1	1
+xy_2_3	2	3	1	1	1	1
+xy_3_3	3	3	1	1	1	1
--- a/test-data/classes_ssc.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/classes_ssc.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,10 +1,10 @@
 pixel names	x	y	r = 1, k = 3, s = 2	r = 2, k = 3, s = 2
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-xy_1_2	1	2	2	2
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-xy_1_3	1	3	2	2
-xy_2_3	2	3	2	3
-xy_3_3	3	3	2	2
+xy_1_1	1	1	2	1
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+xy_3_2	3	2	1	1
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Binary file test-data/cluster_skm.RData has changed
--- a/test-data/cluster_skm.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/cluster_skm.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,10 +1,10 @@
 pixel names	x	y	r = 1, k = 2	r = 1, k = 3	r = 2, k = 2	r = 2, k = 3	r = 3, k = 2	r = 3, k = 3
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-xy_2_1	2	1	2	2	2	2	2	2
-xy_3_1	3	1	2	3	1	3	1	3
-xy_1_2	1	2	1	1	1	1	1	3
-xy_2_2	2	2	2	2	2	2	2	2
-xy_3_2	3	2	2	3	1	3	1	3
+xy_1_1	1	1	2	2	2	2	2	2
+xy_2_1	2	1	1	1	1	1	1	1
+xy_3_1	3	1	1	1	1	1	1	1
+xy_1_2	1	2	2	2	2	2	2	2
+xy_2_2	2	2	1	1	1	1	1	1
+xy_3_2	3	2	1	1	1	1	1	1
 xy_1_3	1	3	1	1	1	1	1	1
-xy_2_3	2	3	2	2	2	2	2	2
-xy_3_3	3	3	2	3	1	3	1	3
+xy_2_3	2	3	1	1	1	1	1	1
+xy_3_3	3	3	1	3	1	3	1	3
--- a/test-data/features_out1.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/features_out1.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,1200 +1,1200 @@
 mz_names	mz	sample_mean	sample_median	sample_sd	sample_sem	intensity_sum	number_peaks
-mz_300.08	300.083343505859	0.0292992062038845	0	0.0878976186116536	300	0.263692855834961	1
-mz_300.17	300.166687011719	0.00287774681217141	0	0.00863324043651422	300	0.0258997213095427	1
+mz_300.083343505859	300.083343505859	0.0292992062038845	0	0.0878976186116536	300	0.263692855834961	1
+mz_300.166687011719	300.166687011719	0.00287774681217141	0	0.00863324043651422	300	0.0258997213095427	1
 mz_300.25	300.25	1.77280128848483e-10	0	5.31840386545449e-10	300	1.59552115963635e-09	1
-mz_300.33	300.333343505859	5.14883475361611e-11	0	1.54465042608483e-10	300	4.6339512782545e-10	1
-mz_300.42	300.416687011719	4.0139211399115e-12	0	1.20417634197345e-11	300	3.61252902592035e-11	1
+mz_300.333343505859	300.333343505859	5.14883475361611e-11	0	1.54465042608483e-10	300	4.6339512782545e-10	1
+mz_300.416687011719	300.416687011719	4.0139211399115e-12	0	1.20417634197345e-11	300	3.61252902592035e-11	1
 mz_300.5	300.5	5.50704215937811e-06	0	1.65211264781343e-05	300	4.9563379434403e-05	1
-mz_300.58	300.583343505859	3.95111985401147e-06	0	1.18533595620344e-05	300	3.55600786861032e-05	1
-mz_300.67	300.666687011719	7.27397238935939e-07	0	2.18219171680782e-06	300	6.54657515042345e-06	1
+mz_300.583343505859	300.583343505859	3.95111985401147e-06	0	1.18533595620344e-05	300	3.55600786861032e-05	1
+mz_300.666687011719	300.666687011719	7.27397238935939e-07	0	2.18219171680782e-06	300	6.54657515042345e-06	1
 mz_300.75	300.75	1.30250899042089e-14	0	3.90752697126268e-14	300	1.1722580913788e-13	1
-mz_300.83	300.833343505859	7.27670494871757e-15	0	2.18301148461527e-14	300	6.54903445384582e-14	1
-mz_300.92	300.916687011719	1.19033973005598e-15	0	3.57101919016793e-15	300	1.07130575705038e-14	1
+mz_300.833343505859	300.833343505859	7.27670494871757e-15	0	2.18301148461527e-14	300	6.54903445384582e-14	1
+mz_300.916687011719	300.916687011719	1.19033973005598e-15	0	3.57101919016793e-15	300	1.07130575705038e-14	1
 mz_301	301	0	0	0	NA	0	0
-mz_301.08	301.083343505859	4.24474381569932e-10	0	1.2734231447098e-09	300	3.82026943412939e-09	1
-mz_301.17	301.166687011719	1.2672437173696e-10	0	3.8017311521088e-10	300	1.14051934563264e-09	1
+mz_301.083343505859	301.083343505859	4.24474381569932e-10	0	1.2734231447098e-09	300	3.82026943412939e-09	1
+mz_301.166687011719	301.166687011719	1.2672437173696e-10	0	3.8017311521088e-10	300	1.14051934563264e-09	1
 mz_301.25	301.25	1.04927193477088e-11	0	3.14781580431263e-11	300	9.4434474129379e-11	1
-mz_301.33	301.333343505859	8.29418595654768e-19	0	2.4882557869643e-18	300	7.46476736089292e-18	1
-mz_301.42	301.416687011719	2.20798332887492e-19	0	6.62394998662477e-19	300	1.98718499598743e-18	1
+mz_301.333343505859	301.333343505859	8.29418595654768e-19	0	2.4882557869643e-18	300	7.46476736089292e-18	1
+mz_301.416687011719	301.416687011719	2.20798332887492e-19	0	6.62394998662477e-19	300	1.98718499598743e-18	1
 mz_301.5	301.5	1.36295095239794e-20	0	4.08885285719383e-20	300	1.22665585715815e-19	1
-mz_301.58	301.583343505859	3.00898357879359e-14	0	9.02695073638077e-14	300	2.70808522091423e-13	1
-mz_301.67	301.666687011719	1.77132674365446e-14	0	5.31398023096337e-14	300	1.59419406928901e-13	1
+mz_301.583343505859	301.583343505859	3.00898357879359e-14	0	9.02695073638077e-14	300	2.70808522091423e-13	1
+mz_301.666687011719	301.666687011719	1.77132674365446e-14	0	5.31398023096337e-14	300	1.59419406928901e-13	1
 mz_301.75	301.75	2.98124144276739e-15	0	8.94372432830217e-15	300	2.68311729849065e-14	1
-mz_301.83	301.833343505859	6.7355936850742e-23	0	2.02067810552226e-22	300	6.06203431656678e-22	1
-mz_301.92	301.916687011719	3.23492041045198e-23	0	9.70476123135593e-23	300	2.91142836940678e-22	1
+mz_301.833343505859	301.833343505859	6.7355936850742e-23	0	2.02067810552226e-22	300	6.06203431656678e-22	1
+mz_301.916687011719	301.916687011719	3.23492041045198e-23	0	9.70476123135593e-23	300	2.91142836940678e-22	1
 mz_302	302	4.80219917504923e-24	0	1.44065975251477e-23	300	4.32197925754431e-23	1
-mz_302.08	302.083343505859	0	0	0	NA	0	0
-mz_302.17	302.166687011719	1.99229097511357e-18	0	5.97687292534071e-18	300	1.79306187760221e-17	1
+mz_302.083343505859	302.083343505859	0	0	0	NA	0	0
+mz_302.166687011719	302.166687011719	1.99229097511357e-18	0	5.97687292534071e-18	300	1.79306187760221e-17	1
 mz_302.25	302.25	5.44512547500737e-19	0	1.63353764250221e-18	300	4.90061292750663e-18	1
-mz_302.33	302.333343505859	3.63632770555763e-20	0	1.09089828246395e-19	299.999991969003	3.27269493500187e-19	2
-mz_302.42	302.416687011719	3.84359191432166e-27	0	1.1530775742965e-26	300	3.45923272288949e-26	1
+mz_302.333343505859	302.333343505859	3.63632770555763e-20	0	1.09089828246395e-19	299.999991969003	3.27269493500187e-19	2
+mz_302.416687011719	302.416687011719	3.84359191432166e-27	0	1.1530775742965e-26	300	3.45923272288949e-26	1
 mz_302.5	302.5	9.40271183279141e-28	0	2.82081354983742e-27	300	8.46244064951227e-27	1
-mz_302.58	302.583343505859	4.19068660396836e-29	0	1.25720598119051e-28	300	3.77161794357152e-28	1
-mz_302.67	302.666687011719	0.00150662205285496	0	0.00451986615856489	300	0.0135595984756947	2
+mz_302.583343505859	302.583343505859	4.19068660396836e-29	0	1.25720598119051e-28	300	3.77161794357152e-28	1
+mz_302.666687011719	302.666687011719	0.00150662205285496	0	0.00451986615856489	300	0.0135595984756947	2
 mz_302.75	302.75	0.0266792873541514	0	0.0800378620624542	300	0.240113586187363	2
-mz_302.83	302.833343505859	0.0301816893948449	0	0.0905450681845347	300	0.271635204553604	2
-mz_302.92	302.916687011719	0.0074387863278389	0	0.0223163589835167	300	0.0669490769505501	2
+mz_302.833343505859	302.833343505859	0.0301816893948449	0	0.0905450681845347	300	0.271635204553604	2
+mz_302.916687011719	302.916687011719	0.0074387863278389	0	0.0223163589835167	300	0.0669490769505501	2
 mz_303	303	0.000343241521881686	0	0.00102972456564506	300	0.00308917369693518	2
-mz_303.08	303.083343505859	1.90888501507935e-32	0	5.72665504523804e-32	300	1.71799651357141e-31	1
-mz_303.17	303.166687011719	9.50172003937247e-28	0	2.85051601181174e-27	300	8.55154803543523e-27	1
+mz_303.083343505859	303.083343505859	1.90888501507935e-32	0	5.72665504523804e-32	300	1.71799651357141e-31	1
+mz_303.166687011719	303.166687011719	9.50172003937247e-28	0	2.85051601181174e-27	300	8.55154803543523e-27	1
 mz_303.25	303.25	9.25846532935131e-27	0	2.77753959880539e-26	300	8.33261879641618e-26	1
-mz_303.33	303.333343505859	2.64138078718032e-06	0	7.92414236154097e-06	300	2.37724270846229e-05	2
-mz_303.42	303.416687011719	1.12685888274831e-06	0	3.38057664824494e-06	300	1.01417299447348e-05	3
+mz_303.333343505859	303.333343505859	2.64138078718032e-06	0	7.92414236154097e-06	300	2.37724270846229e-05	2
+mz_303.416687011719	303.416687011719	1.12685888274831e-06	0	3.38057664824494e-06	300	1.01417299447348e-05	3
 mz_303.5	303.5	1.5199399664804e-07	0	4.55981989944121e-07	300	1.36794596983236e-06	2
-mz_303.58	303.583343505859	3.97451655089665e-36	0	1.19235496526899e-35	300	3.57706489580698e-35	1
-mz_303.67	303.666687011719	1.03985842496894e-37	0	3.11957527490683e-37	300	9.35872582472049e-37	1
+mz_303.583343505859	303.583343505859	3.97451655089665e-36	0	1.19235496526899e-35	300	3.57706489580698e-35	1
+mz_303.666687011719	303.666687011719	1.03985842496894e-37	0	3.11957527490683e-37	300	9.35872582472049e-37	1
 mz_303.75	303.75	7.96941869870046e-31	0	2.39082560961014e-30	300	7.17247682883041e-30	1
-mz_303.83	303.833343505859	0.0270062172542744	0	0.0810186514954741	299.999999010046	0.24305595528847	3
-mz_303.92	303.916687011719	0.0584998707536427	0	0.165351890754788	282.653429186409	0.526498836782784	3
+mz_303.833343505859	303.833343505859	0.0270062172542744	0	0.0810186514954741	299.999999010046	0.24305595528847	3
+mz_303.916687011719	303.916687011719	0.0584998707536427	0	0.165351890754788	282.653429186409	0.526498836782784	3
 mz_304	304	0.113442414368197	0	0.230462537477837	203.153766394491	1.02098172931377	4
-mz_304.08	304.083343505859	0.0643015321766818	0	0.107274756226406	166.830793287547	0.578713789590137	4
-mz_304.17	304.166687011719	0.0430152416229248	0	0.10287009271876	239.148006235855	0.387137174606323	3
+mz_304.083343505859	304.083343505859	0.0643015321766818	0	0.107274756226406	166.830793287547	0.578713789590137	4
+mz_304.166687011719	304.166687011719	0.0430152416229248	0	0.10287009271876	239.148006235855	0.387137174606323	3
 mz_304.25	304.25	0.0134553205635813	0	0.0403659616907438	300	0.121097885072231	1
-mz_304.33	304.333343505859	0.00183256314550009	0	0.00448183481638045	244.566460227344	0.0164930683095008	2
-mz_304.42	304.416687011719	0.0184142688910297	0	0.055242806673045	299.999999999761	0.165728420019267	2
+mz_304.333343505859	304.333343505859	0.00183256314550009	0	0.00448183481638045	244.566460227344	0.0164930683095008	2
+mz_304.416687011719	304.416687011719	0.0184142688910297	0	0.055242806673045	299.999999999761	0.165728420019267	2
 mz_304.5	304.5	0.0312965308936983	0	0.0930970722702725	297.467705243388	0.281668778043285	3
-mz_304.58	304.583343505859	0.0910575851068851	2.94947021757253e-05	0.121202831967098	133.105695505572	0.819518265961966	6
-mz_304.67	304.666687011719	0.141261092069625	1.76512676262064e-05	0.213864260400085	151.39643709867	1.27134982862663	6
+mz_304.583343505859	304.583343505859	0.0910575851068851	2.94947021757253e-05	0.121202831967098	133.105695505572	0.819518265961966	6
+mz_304.666687011719	304.666687011719	0.141261092069625	1.76512676262064e-05	0.213864260400085	151.39643709867	1.27134982862663	6
 mz_304.75	304.75	0.0428423629432915	7.36899835374061e-07	0.0652007274927926	152.187514911574	0.385581266489623	5
-mz_304.83	304.833343505859	0.00370533956061081	0	0.00564405809404661	152.322290622029	0.0333480560454973	4
-mz_304.92	304.916687011719	0.00209841235644288	0	0.00629523706932863	300	0.0188857112079859	2
+mz_304.833343505859	304.833343505859	0.00370533956061081	0	0.00564405809404661	152.322290622029	0.0333480560454973	4
+mz_304.916687011719	304.916687011719	0.00209841235644288	0	0.00629523706932863	300	0.0188857112079859	2
 mz_305	305	0.0796497795316908	0	0.238949338595072	300	0.716848015785217	2
-mz_305.08	305.083343505859	0.0648168990010323	0	0.194450696222696	299.999998795992	0.58335209100929	3
-mz_305.17	305.166687011719	0.0128213793373731	1.23338206314827e-09	0.0384315193616293	299.745591721205	0.115392414036358	6
+mz_305.083343505859	305.083343505859	0.0648168990010323	0	0.194450696222696	299.999998795992	0.58335209100929	3
+mz_305.166687011719	305.166687011719	0.0128213793373731	1.23338206314827e-09	0.0384315193616293	299.745591721205	0.115392414036358	6
 mz_305.25	305.25	5.93803623194346e-06	2.08315351080124e-10	9.04568950179639e-06	152.334697001938	5.34423260874911e-05	5
-mz_305.33	305.333343505859	1.02125850294356e-06	0	1.55306975093192e-06	152.074107236858	9.19132652649202e-06	4
-mz_305.42	305.416687011719	5.6361736265763e-12	0	1.69085208797289e-11	300	5.07255626391867e-11	1
+mz_305.333343505859	305.333343505859	1.02125850294356e-06	0	1.55306975093192e-06	152.074107236858	9.19132652649202e-06	4
+mz_305.416687011719	305.416687011719	5.6361736265763e-12	0	1.69085208797289e-11	300	5.07255626391867e-11	1
 mz_305.5	305.5	6.30638996327767e-23	0	1.8919169889833e-22	300	5.6757509669499e-22	1
-mz_305.58	305.583343505859	6.68269422021694e-06	0	2.00480826606508e-05	300	6.01442479819525e-05	2
-mz_305.67	305.666687011719	0.0116001995150784	0	0.0347933325580567	299.93736325682	0.104401795635706	4
+mz_305.583343505859	305.583343505859	6.68269422021694e-06	0	2.00480826606508e-05	300	6.01442479819525e-05	2
+mz_305.666687011719	305.666687011719	0.0116001995150784	0	0.0347933325580567	299.93736325682	0.104401795635706	4
 mz_305.75	305.75	0.0517409352518682	1.02237303638199e-13	0.155222110151307	299.998655601615	0.465668417266814	6
-mz_305.83	305.833343505859	0.0386702214149451	6.4170618818693e-10	0.0718013026854534	185.675954412053	0.348031992734506	6
-mz_305.92	305.916687011719	0.13187212394045	4.76296085905048e-11	0.204754510134581	155.267469739884	1.18684911546405	6
+mz_305.833343505859	305.833343505859	0.0386702214149451	6.4170618818693e-10	0.0718013026854534	185.675954412053	0.348031992734506	6
+mz_305.916687011719	305.916687011719	0.13187212394045	4.76296085905048e-11	0.204754510134581	155.267469739884	1.18684911546405	6
 mz_306	306	0.093374473353227	3.22355374818131e-26	0.127272200724783	136.302991764488	0.840370260179043	5
-mz_306.08	306.083343505859	0.0462268388716615	0.0029807505197823	0.0873811856584773	189.026954451875	0.416041549844954	6
-mz_306.17	306.166687011719	0.0364131685220543	0	0.0775997829008318	213.10911972363	0.327718516698489	4
+mz_306.083343505859	306.083343505859	0.0462268388716615	0.0029807505197823	0.0873811856584773	189.026954451875	0.416041549844954	6
+mz_306.166687011719	306.166687011719	0.0364131685220543	0	0.0775997829008318	213.10911972363	0.327718516698489	4
 mz_306.25	306.25	0.0460778634993122	0	0.133310424903793	289.31555150291	0.41470077149381	4
-mz_306.33	306.333343505859	0.014260364147655	0	0.0427713840187369	299.931920222179	0.128343277328895	3
-mz_306.42	306.416687011719	0.00134482314004142	0	0.00403217549987054	299.829425878732	0.0121034082603728	3
+mz_306.333343505859	306.333343505859	0.014260364147655	0	0.0427713840187369	299.931920222179	0.128343277328895	3
+mz_306.416687011719	306.416687011719	0.00134482314004142	0	0.00403217549987054	299.829425878732	0.0121034082603728	3
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 mz_395.5	395.5	7.43927608305562e-07	0	2.23178282491669e-06	300	6.69534847475006e-06	1
-mz_395.58	395.583343505859	6.90299404797972e-08	0	2.07089821439392e-07	300	6.21269464318175e-07	1
-mz_395.67	395.666687011719	1.8832702658579e-06	0	5.64981079757369e-06	300	1.69494323927211e-05	1
+mz_395.583343505859	395.583343505859	6.90299404797972e-08	0	2.07089821439392e-07	300	6.21269464318175e-07	1
+mz_395.666687011719	395.666687011719	1.8832702658579e-06	0	5.64981079757369e-06	300	1.69494323927211e-05	1
 mz_395.75	395.75	1.11411302188891e-06	0	3.34233906566277e-06	299.999999999644	1.00270171970002e-05	3
-mz_395.83	395.833343505859	0.00641972455004078	0	0.0192585391721239	299.990116741092	0.057777520950367	4
-mz_395.92	395.916687011719	0.0568685135779709	0	0.170605540218281	299.999999093292	0.511816622201738	4
+mz_395.833343505859	395.833343505859	0.00641972455004078	0	0.0192585391721239	299.990116741092	0.057777520950367	4
+mz_395.916687011719	395.916687011719	0.0568685135779709	0	0.170605540218281	299.999999093292	0.511816622201738	4
 mz_396	396	0.0390677287535075	0	0.117203185917579	299.999999122181	0.351609558781568	3
-mz_396.08	396.083343505859	0.00761631464122049	0	0.0228489438624743	299.99999919663	0.0685468317709844	2
-mz_396.17	396.166687011719	0	0	0	NA	0	0
+mz_396.083343505859	396.083343505859	0.00761631464122049	0	0.0228489438624743	299.99999919663	0.0685468317709844	2
+mz_396.166687011719	396.166687011719	0	0	0	NA	0	0
 mz_396.25	396.25	1.25154553387583e-10	0	3.75463660162719e-10	299.999999999977	1.12639098048824e-09	2
-mz_396.33	396.333343505859	3.42904809486139e-11	0	1.02871442845609e-10	299.999999999321	3.08614328537525e-10	3
-mz_396.42	396.416687011719	2.30604867764837e-12	0	6.91814603288692e-12	299.999999997477	2.07544380988353e-11	3
+mz_396.333343505859	396.333343505859	3.42904809486139e-11	0	1.02871442845609e-10	299.999999999321	3.08614328537525e-10	3
+mz_396.416687011719	396.416687011719	2.30604867764837e-12	0	6.91814603288692e-12	299.999999997477	2.07544380988353e-11	3
 mz_396.5	396.5	4.06171644194714e-06	0	1.21851492883764e-05	299.999999077607	3.65554479775242e-05	4
-mz_396.58	396.583343505859	1.28880310833658e-06	0	3.86640931417449e-06	299.999999159279	1.15992279750292e-05	2
-mz_396.67	396.666687011719	1.19932843361377e-07	0	3.5979852924763e-07	299.999999302525	1.0793955902524e-06	2
+mz_396.583343505859	396.583343505859	1.28880310833658e-06	0	3.86640931417449e-06	299.999999159279	1.15992279750292e-05	2
+mz_396.666687011719	396.666687011719	1.19932843361377e-07	0	3.5979852924763e-07	299.999999302525	1.0793955902524e-06	2
 mz_396.75	396.75	9.85288224826943e-15	0	2.95586467448083e-14	300	8.86759402344249e-14	1
-mz_396.83	396.833343505859	4.96342371199506e-15	0	1.48902711359651e-14	299.999999999595	4.46708134079555e-14	3
-mz_396.92	396.916687011719	7.61762987489752e-16	0	2.2852889624605e-15	299.99999999885	6.85586688740777e-15	3
+mz_396.833343505859	396.833343505859	4.96342371199506e-15	0	1.48902711359651e-14	299.999999999595	4.46708134079555e-14	3
+mz_396.916687011719	396.916687011719	7.61762987489752e-16	0	2.2852889624605e-15	299.99999999885	6.85586688740777e-15	3
 mz_397	397	0.00431232982211643	0	0.0129369894663493	300	0.0388109683990479	3
-mz_397.08	397.083343505859	0.032068928082784	0	0.0962067842483521	300	0.288620352745056	2
-mz_397.17	397.166687011719	0.0199043717649248	0	0.0597131152947744	300	0.179139345884323	2
+mz_397.083343505859	397.083343505859	0.032068928082784	0	0.0962067842483521	300	0.288620352745056	2
+mz_397.166687011719	397.166687011719	0.0199043717649248	0	0.0597131152947744	300	0.179139345884323	2
 mz_397.25	397.25	0.00360411198602782	0	0.0108123359580835	300	0.0324370078742504	2
-mz_397.33	397.333343505859	5.81765407613358e-19	0	1.74529622283953e-18	299.999999999906	5.23588866852022e-18	2
-mz_397.42	397.416687011719	1.46372722807492e-19	0	4.39118168421406e-19	299.999999999268	1.31735450526743e-18	2
+mz_397.333343505859	397.333343505859	5.81765407613358e-19	0	1.74529622283953e-18	299.999999999906	5.23588866852022e-18	2
+mz_397.416687011719	397.416687011719	1.46372722807492e-19	0	4.39118168421406e-19	299.999999999268	1.31735450526743e-18	2
 mz_397.5	397.5	7.38184882329827e-21	0	2.21455464696484e-20	299.999999996662	6.64366394096844e-20	2
-mz_397.58	397.583343505859	5.19108733658977e-23	0	1.55732620090041e-22	299.99999998526	4.67197860293079e-22	2
-mz_397.67	397.666687011719	2.15759913165433e-06	0	6.47279739496298e-06	300	1.94183921848889e-05	2
+mz_397.583343505859	397.583343505859	5.19108733658977e-23	0	1.55732620090041e-22	299.99999998526	4.67197860293079e-22	2
+mz_397.666687011719	397.666687011719	2.15759913165433e-06	0	6.47279739496298e-06	300	1.94183921848889e-05	2
 mz_397.75	397.75	6.33312184719317e-07	0	1.89993655415795e-06	300	5.69980966247385e-06	2
-mz_397.83	397.833343505859	5.05598304951289e-08	0	1.51679491485387e-07	300	4.5503847445616e-07	2
-mz_397.92	397.916687011719	2.1973092932285e-23	0	6.59192787967557e-23	299.999999999548	1.97757836390565e-22	2
+mz_397.833343505859	397.833343505859	5.05598304951289e-08	0	1.51679491485387e-07	300	4.5503847445616e-07	2
+mz_397.916687011719	397.916687011719	2.1973092932285e-23	0	6.59192787967557e-23	299.999999999548	1.97757836390565e-22	2
 mz_398	398	3.04395583748723e-24	0	9.13186751242318e-24	299.999999998735	2.73956025373851e-23	2
-mz_398.08	398.083343505859	0.00435541777147187	0	0.0130662533144156	300	0.0391987599432468	3
-mz_398.17	398.166687011719	0.0476158229749465	0	0.142847468396982	299.999998891423	0.428542406774519	3
+mz_398.083343505859	398.083343505859	0.00435541777147187	0	0.0130662533144156	300	0.0391987599432468	3
+mz_398.166687011719	398.166687011719	0.0476158229749465	0	0.142847468396982	299.999998891423	0.428542406774519	3
 mz_398.25	398.25	0.0337751011944952	0	0.101325303282695	299.999999109431	0.303975910750457	3
-mz_398.33	398.333343505859	0.00567932097266618	0	0.017037962868249	299.999999124024	0.0511138887539956	2
-mz_398.42	398.416687011719	0	0	0	NA	0	0
+mz_398.333343505859	398.333343505859	0.00567932097266618	0	0.017037962868249	299.999999124024	0.0511138887539956	2
+mz_398.416687011719	398.416687011719	0	0	0	NA	0	0
 mz_398.5	398.5	1.45001195853997e-39	0	4.35003587561991e-39	300	1.30501076268597e-38	1
-mz_398.58	398.583343505859	5.86734578455249e-32	0	1.76020373536575e-31	300	5.28061120609724e-31	1
-mz_398.67	398.666687011719	0.00365118661688434	0	0.0075229081301236	206.040088319099	0.032860679551959	3
+mz_398.583343505859	398.583343505859	5.86734578455249e-32	0	1.76020373536575e-31	300	5.28061120609724e-31	1
+mz_398.666687011719	398.666687011719	0.00365118661688434	0	0.0075229081301236	206.040088319099	0.032860679551959	3
 mz_398.75	398.75	0.0974471403492822	0	0.218609809238247	224.336813224769	0.877024263143539	3
-mz_398.83	398.833343505859	0.0827518999576569	0	0.185963341513219	224.723953901208	0.744767099618912	3
-mz_398.92	398.916687011719	0.0164484298891491	0	0.037280611765694	226.651492069086	0.148035869002342	2
+mz_398.833343505859	398.833343505859	0.0827518999576569	0	0.185963341513219	224.723953901208	0.744767099618912	3
+mz_398.916687011719	398.916687011719	0.0164484298891491	0	0.037280611765694	226.651492069086	0.148035869002342	2
 mz_399	399	0	0	0	NA	0	0
-mz_399.08	399.083343505859	0	0	0	NA	0	0
-mz_399.17	399.166687011719	2.12591405853366e-35	0	6.37774217560099e-35	300	1.9133226526803e-34	1
+mz_399.083343505859	399.083343505859	0	0	0	NA	0	0
+mz_399.166687011719	399.166687011719	2.12591405853366e-35	0	6.37774217560099e-35	300	1.9133226526803e-34	1
 mz_399.25	399.25	8.92074257340149e-36	0	2.67622277202045e-35	300	8.02866831606135e-35	1
-mz_399.33	399.333343505859	8.50251995466857e-06	0	1.90083935605297e-05	223.561881205496	7.65226795920171e-05	3
-mz_399.42	399.416687011719	2.75656642164298e-06	0	6.22119222208426e-06	225.686280339158	2.48090977947868e-05	2
+mz_399.333343505859	399.333343505859	8.50251995466857e-06	0	1.90083935605297e-05	223.561881205496	7.65226795920171e-05	3
+mz_399.416687011719	399.416687011719	2.75656642164298e-06	0	6.22119222208426e-06	225.686280339158	2.48090977947868e-05	2
 mz_399.5	399.5	2.66098109275643e-07	0	6.10309301715427e-07	229.354993681382	2.39488298348078e-06	2
-mz_399.58	399.583343505859	0	0	0	NA	0	0
-mz_399.67	399.666687011719	0	0	0	NA	0	0
+mz_399.583343505859	399.583343505859	0	0	0	NA	0	0
+mz_399.666687011719	399.666687011719	0	0	0	NA	0	0
 mz_399.75	399.75	0	0	0	NA	0	0
-mz_399.83	399.833343505859	5.33034209363829e-10	0	1.173826627321e-09	220.216002406666	4.79730788427446e-09	2
-mz_399.92	399.916687011719	3.73221996517891e-10	0	8.39290456755431e-10	224.877007407359	3.35899796866101e-09	2
+mz_399.833343505859	399.833343505859	5.33034209363829e-10	0	1.173826627321e-09	220.216002406666	4.79730788427446e-09	2
+mz_399.916687011719	399.916687011719	3.73221996517891e-10	0	8.39290456755431e-10	224.877007407359	3.35899796866101e-09	2
--- a/test-data/features_out3.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/features_out3.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,1200 +1,1200 @@
 mz_names	mz	sample_mean	sample_median	sample_sd	sample_sem	intensity_sum	number_peaks
-mz_300.08	300.083343505859	0.0292992062038845	0	0.0878976186116536	300	0.263692855834961	1
-mz_300.17	300.166687011719	0.00287774681217141	0	0.00863324043651422	300	0.0258997213095427	1
+mz_300.083343505859	300.083343505859	0.0292992062038845	0	0.0878976186116536	300	0.263692855834961	1
+mz_300.166687011719	300.166687011719	0.00287774681217141	0	0.00863324043651422	300	0.0258997213095427	1
 mz_300.25	300.25	1.77280128848483e-10	0	5.31840386545449e-10	300	1.59552115963635e-09	1
-mz_300.33	300.333343505859	5.14883475361611e-11	0	1.54465042608483e-10	300	4.6339512782545e-10	1
-mz_300.42	300.416687011719	4.0139211399115e-12	0	1.20417634197345e-11	300	3.61252902592035e-11	1
+mz_300.333343505859	300.333343505859	5.14883475361611e-11	0	1.54465042608483e-10	300	4.6339512782545e-10	1
+mz_300.416687011719	300.416687011719	4.0139211399115e-12	0	1.20417634197345e-11	300	3.61252902592035e-11	1
 mz_300.5	300.5	5.50704215937811e-06	0	1.65211264781343e-05	300	4.9563379434403e-05	1
-mz_300.58	300.583343505859	3.95111985401147e-06	0	1.18533595620344e-05	300	3.55600786861032e-05	1
-mz_300.67	300.666687011719	7.27397238935939e-07	0	2.18219171680782e-06	300	6.54657515042345e-06	1
+mz_300.583343505859	300.583343505859	3.95111985401147e-06	0	1.18533595620344e-05	300	3.55600786861032e-05	1
+mz_300.666687011719	300.666687011719	7.27397238935939e-07	0	2.18219171680782e-06	300	6.54657515042345e-06	1
 mz_300.75	300.75	1.30250899042089e-14	0	3.90752697126268e-14	300	1.1722580913788e-13	1
-mz_300.83	300.833343505859	7.27670494871757e-15	0	2.18301148461527e-14	300	6.54903445384582e-14	1
-mz_300.92	300.916687011719	1.19033973005598e-15	0	3.57101919016793e-15	300	1.07130575705038e-14	1
+mz_300.833343505859	300.833343505859	7.27670494871757e-15	0	2.18301148461527e-14	300	6.54903445384582e-14	1
+mz_300.916687011719	300.916687011719	1.19033973005598e-15	0	3.57101919016793e-15	300	1.07130575705038e-14	1
 mz_301	301	0	0	0	NA	0	0
-mz_301.08	301.083343505859	4.24474381569932e-10	0	1.2734231447098e-09	300	3.82026943412939e-09	1
-mz_301.17	301.166687011719	1.2672437173696e-10	0	3.8017311521088e-10	300	1.14051934563264e-09	1
+mz_301.083343505859	301.083343505859	4.24474381569932e-10	0	1.2734231447098e-09	300	3.82026943412939e-09	1
+mz_301.166687011719	301.166687011719	1.2672437173696e-10	0	3.8017311521088e-10	300	1.14051934563264e-09	1
 mz_301.25	301.25	1.04927193477088e-11	0	3.14781580431263e-11	300	9.4434474129379e-11	1
-mz_301.33	301.333343505859	8.29418595654768e-19	0	2.4882557869643e-18	300	7.46476736089292e-18	1
-mz_301.42	301.416687011719	2.20798332887492e-19	0	6.62394998662477e-19	300	1.98718499598743e-18	1
+mz_301.333343505859	301.333343505859	8.29418595654768e-19	0	2.4882557869643e-18	300	7.46476736089292e-18	1
+mz_301.416687011719	301.416687011719	2.20798332887492e-19	0	6.62394998662477e-19	300	1.98718499598743e-18	1
 mz_301.5	301.5	1.36295095239794e-20	0	4.08885285719383e-20	300	1.22665585715815e-19	1
-mz_301.58	301.583343505859	3.00898357879359e-14	0	9.02695073638077e-14	300	2.70808522091423e-13	1
-mz_301.67	301.666687011719	1.77132674365446e-14	0	5.31398023096337e-14	300	1.59419406928901e-13	1
+mz_301.583343505859	301.583343505859	3.00898357879359e-14	0	9.02695073638077e-14	300	2.70808522091423e-13	1
+mz_301.666687011719	301.666687011719	1.77132674365446e-14	0	5.31398023096337e-14	300	1.59419406928901e-13	1
 mz_301.75	301.75	2.98124144276739e-15	0	8.94372432830217e-15	300	2.68311729849065e-14	1
-mz_301.83	301.833343505859	6.7355936850742e-23	0	2.02067810552226e-22	300	6.06203431656678e-22	1
-mz_301.92	301.916687011719	3.23492041045198e-23	0	9.70476123135593e-23	300	2.91142836940678e-22	1
+mz_301.833343505859	301.833343505859	6.7355936850742e-23	0	2.02067810552226e-22	300	6.06203431656678e-22	1
+mz_301.916687011719	301.916687011719	3.23492041045198e-23	0	9.70476123135593e-23	300	2.91142836940678e-22	1
 mz_302	302	4.80219917504923e-24	0	1.44065975251477e-23	300	4.32197925754431e-23	1
-mz_302.08	302.083343505859	0	0	0	NA	0	0
-mz_302.17	302.166687011719	1.99229097511357e-18	0	5.97687292534071e-18	300	1.79306187760221e-17	1
+mz_302.083343505859	302.083343505859	0	0	0	NA	0	0
+mz_302.166687011719	302.166687011719	1.99229097511357e-18	0	5.97687292534071e-18	300	1.79306187760221e-17	1
 mz_302.25	302.25	5.44512547500737e-19	0	1.63353764250221e-18	300	4.90061292750663e-18	1
-mz_302.33	302.333343505859	3.63632770555763e-20	0	1.09089828246395e-19	299.999991969003	3.27269493500187e-19	2
-mz_302.42	302.416687011719	3.84359191432166e-27	0	1.1530775742965e-26	300	3.45923272288949e-26	1
+mz_302.333343505859	302.333343505859	3.63632770555763e-20	0	1.09089828246395e-19	299.999991969003	3.27269493500187e-19	2
+mz_302.416687011719	302.416687011719	3.84359191432166e-27	0	1.1530775742965e-26	300	3.45923272288949e-26	1
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+mz_398.333343505859	398.333343505859	0.00567932097266618	0	0.017037962868249	299.999999124024	0.0511138887539956	2
+mz_398.416687011719	398.416687011719	0	0	0	NA	0	0
 mz_398.5	398.5	1.45001195853997e-39	0	4.35003587561991e-39	300	1.30501076268597e-38	1
-mz_398.58	398.583343505859	5.86734578455249e-32	0	1.76020373536575e-31	300	5.28061120609724e-31	1
-mz_398.67	398.666687011719	0.00365118661688434	0	0.0075229081301236	206.040088319099	0.032860679551959	3
+mz_398.583343505859	398.583343505859	5.86734578455249e-32	0	1.76020373536575e-31	300	5.28061120609724e-31	1
+mz_398.666687011719	398.666687011719	0.00365118661688434	0	0.0075229081301236	206.040088319099	0.032860679551959	3
 mz_398.75	398.75	0.0974471403492822	0	0.218609809238247	224.336813224769	0.877024263143539	3
-mz_398.83	398.833343505859	0.0827518999576569	0	0.185963341513219	224.723953901208	0.744767099618912	3
-mz_398.92	398.916687011719	0.0164484298891491	0	0.037280611765694	226.651492069086	0.148035869002342	2
+mz_398.833343505859	398.833343505859	0.0827518999576569	0	0.185963341513219	224.723953901208	0.744767099618912	3
+mz_398.916687011719	398.916687011719	0.0164484298891491	0	0.037280611765694	226.651492069086	0.148035869002342	2
 mz_399	399	0	0	0	NA	0	0
-mz_399.08	399.083343505859	0	0	0	NA	0	0
-mz_399.17	399.166687011719	2.12591405853366e-35	0	6.37774217560099e-35	300	1.9133226526803e-34	1
+mz_399.083343505859	399.083343505859	0	0	0	NA	0	0
+mz_399.166687011719	399.166687011719	2.12591405853366e-35	0	6.37774217560099e-35	300	1.9133226526803e-34	1
 mz_399.25	399.25	8.92074257340149e-36	0	2.67622277202045e-35	300	8.02866831606135e-35	1
-mz_399.33	399.333343505859	8.50251995466857e-06	0	1.90083935605297e-05	223.561881205496	7.65226795920171e-05	3
-mz_399.42	399.416687011719	2.75656642164298e-06	0	6.22119222208426e-06	225.686280339158	2.48090977947868e-05	2
+mz_399.333343505859	399.333343505859	8.50251995466857e-06	0	1.90083935605297e-05	223.561881205496	7.65226795920171e-05	3
+mz_399.416687011719	399.416687011719	2.75656642164298e-06	0	6.22119222208426e-06	225.686280339158	2.48090977947868e-05	2
 mz_399.5	399.5	2.66098109275643e-07	0	6.10309301715427e-07	229.354993681382	2.39488298348078e-06	2
-mz_399.58	399.583343505859	0	0	0	NA	0	0
-mz_399.67	399.666687011719	0	0	0	NA	0	0
+mz_399.583343505859	399.583343505859	0	0	0	NA	0	0
+mz_399.666687011719	399.666687011719	0	0	0	NA	0	0
 mz_399.75	399.75	0	0	0	NA	0	0
-mz_399.83	399.833343505859	5.33034209363829e-10	0	1.173826627321e-09	220.216002406666	4.79730788427446e-09	2
-mz_399.92	399.916687011719	3.73221996517891e-10	0	8.39290456755431e-10	224.877007407359	3.35899796866101e-09	2
+mz_399.833343505859	399.833343505859	5.33034209363829e-10	0	1.173826627321e-09	220.216002406666	4.79730788427446e-09	2
+mz_399.916687011719	399.916687011719	3.73221996517891e-10	0	8.39290456755431e-10	224.877007407359	3.35899796866101e-09	2
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/features_out4.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -0,0 +1,10399 @@
+mz_names	mz	sample_mean	sample_median	sample_sd	sample_sem	intensity_sum	number_peaks
+mz_100	100	0	0	0	NA	0	0
+mz_100.0200020002	100.0200020002	0	0	0	NA	0	0
+mz_100.0400080012	100.0400080012	0	0	0	NA	0	0
+mz_100.060018003801	100.060018003801	0	0	0	NA	0	0
+mz_100.080032008802	100.080032008802	0	0	0	NA	0	0
+mz_100.100050017005	100.100050017005	0	0	0	NA	0	0
+mz_100.120072029209	100.120072029209	0	0	0	NA	0	0
+mz_100.140098046217	100.140098046217	0	0	0	NA	0	0
+mz_100.160128068828	100.160128068828	0	0	0	NA	0	0
+mz_100.180162097845	100.180162097845	0	0	0	NA	0	0
+mz_100.200200134068	100.200200134068	0	0	0	NA	0	0
+mz_100.220242178299	100.220242178299	0	0	0	NA	0	0
+mz_100.24028823134	100.24028823134	0	0	0	NA	0	0
+mz_100.260338293993	100.260338293993	0	0	0	NA	0	0
+mz_100.280392367059	100.280392367059	0	0	0	NA	0	0
+mz_100.300450451341	100.300450451341	0	0	0	NA	0	0
+mz_100.320512547641	100.320512547641	0	0	0	NA	0	0
+mz_100.340578656761	100.340578656761	0	0	0	NA	0	0
+mz_100.360648779505	100.360648779505	0	0	0	NA	0	0
+mz_100.380722916674	100.380722916674	0	0	0	NA	0	0
+mz_100.400801069073	100.400801069073	0	0	0	NA	0	0
+mz_100.420883237504	100.420883237504	0	0	0	NA	0	0
+mz_100.44096942277	100.44096942277	0	0	0	NA	0	0
+mz_100.461059625675	100.461059625675	0	0	0	NA	0	0
+mz_100.481153847022	100.481153847022	0	0	0	NA	0	0
+mz_100.501252087615	100.501252087615	0	0	0	NA	0	0
+mz_100.521354348259	100.521354348259	0	0	0	NA	0	0
+mz_100.541460629757	100.541460629757	0	0	0	NA	0	0
+mz_100.561570932913	100.561570932913	0	0	0	NA	0	0
+mz_100.581685258532	100.581685258532	0.00161491779403554	0	0.00484475338210662	300	0.0145342601463199	1
+mz_100.601803607419	100.601803607419	0	0	0	NA	0	0
+mz_100.621925980377	100.621925980377	0	0	0	NA	0	0
+mz_100.642052378213	100.642052378213	0	0	0	NA	0	0
+mz_100.662182801731	100.662182801731	0.0295970870388879	0	0.0887912611166636	300	0.266373783349991	1
+mz_100.682317251737	100.682317251737	0	0	0	NA	0	0
+mz_100.702455729035	100.702455729035	0	0	0	NA	0	0
+mz_100.722598234431	100.722598234431	0	0	0	NA	0	0
+mz_100.742744768731	100.742744768731	0.027905543645223	0	0.0837166309356689	300	0.251149892807007	1
+mz_100.762895332742	100.762895332742	0	0	0	NA	0	0
+mz_100.783049927268	100.783049927268	0	0	0	NA	0	0
+mz_100.803208553116	100.803208553116	0	0	0	NA	0	0
+mz_100.823371211092	100.823371211092	0.0083441242782606	0	0.0201507346585991	241.496099370175	0.0750971185043454	2
+mz_100.843537902003	100.843537902003	0	0	0	NA	0	0
+mz_100.863708626656	100.863708626656	0	0	0	NA	0	0
+mz_100.883883385858	100.883883385858	0	0	0	NA	0	0
+mz_100.904062180414	100.904062180414	0	0	0	NA	0	0
+mz_100.924245011133	100.924245011133	0.0367837401055214	0	0.0819494717398366	222.787219311436	0.331053660949692	3
+mz_100.944431878822	100.944431878822	0	0	0	NA	0	0
+mz_100.964622784289	100.964622784289	0	0	0	NA	0	0
+mz_100.98481772834	100.98481772834	0	0	0	NA	0	0
+mz_101.005016711784	101.005016711784	0.062111565636264	0	0.118073778962174	190.099505225217	0.559004090726376	3
+mz_101.025219735429	101.025219735429	0	0	0	NA	0	0
+mz_101.045426800082	101.045426800082	0	0	0	NA	0	0
+mz_101.065637906553	101.065637906553	0	0	0	NA	0	0
+mz_101.085853055649	101.085853055649	0.125321019026968	0	0.229086966323655	182.800114539731	1.12788917124271	3
+mz_101.106072248179	101.106072248179	0	0	0	NA	0	0
+mz_101.126295484953	101.126295484953	0	0	0	NA	0	0
+mz_101.146522766778	101.146522766778	0	0	0	NA	0	0
+mz_101.166754094464	101.166754094464	0.110433474390043	0	0.241764556418413	218.923254704925	0.993901269510388	3
+mz_101.18698946882	101.18698946882	0	0	0	NA	0	0
+mz_101.207228890656	101.207228890656	0	0	0	NA	0	0
+mz_101.227472360782	101.227472360782	0	0	0	NA	0	0
+mz_101.247719880006	101.247719880006	0.0220825859572263	0	0.0489671939640457	221.745741458426	0.198743273615037	3
+mz_101.267971449139	101.267971449139	0	0	0	NA	0	0
+mz_101.28822706899	101.28822706899	0	0	0	NA	0	0
+mz_101.308486740371	101.308486740371	0	0	0	NA	0	0
+mz_101.328750464092	101.328750464092	3.53849409293616e-05	0	0.000102727782940181	290.314976490296	0.000318464468364255	2
+mz_101.349018240962	101.349018240962	0	0	0	NA	0	0
+mz_101.369290071794	101.369290071794	0	0	0	NA	0	0
+mz_101.389565957396	101.389565957396	0	0	0	NA	0	0
+mz_101.409845898582	101.409845898582	1.34687866193417e-07	0	4.04063598580251e-07	300	1.21219079574075e-06	1
+mz_101.430129896162	101.430129896162	0	0	0	NA	0	0
+mz_101.450417950946	101.450417950946	0	0	0	NA	0	0
+mz_101.470710063748	101.470710063748	0	0	0	NA	0	0
+mz_101.491006235378	101.491006235378	1.93734679972598e-06	0	5.81204039917793e-06	300	1.74361211975338e-05	1
+mz_101.511306466648	101.511306466648	0	0	0	NA	0	0
+mz_101.53161075837	101.53161075837	0	0	0	NA	0	0
+mz_101.551919111357	101.551919111357	0	0	0	NA	0	0
+mz_101.572231526421	101.572231526421	0	0	0	NA	0	0
+mz_101.592548004374	101.592548004374	1.81291458526781e-06	0	5.43874375580344e-06	300	1.63162312674103e-05	1
+mz_101.612868546029	101.612868546029	0	0	0	NA	0	0
+mz_101.633193152199	101.633193152199	0	0	0	NA	0	0
+mz_101.653521823697	101.653521823697	0	0	0	NA	0	0
+mz_101.673854561335	101.673854561335	1.21510897770349e-05	0	2.66113316145649e-05	219.003662246486	0.000109359807993314	3
+mz_101.694191365928	101.694191365928	0	0	0	NA	0	0
+mz_101.714532238288	101.714532238288	0	0	0	NA	0	0
+mz_101.73487717923	101.73487717923	0	0	0	NA	0	0
+mz_101.755226189567	101.755226189567	3.73768396184761e-06	0	8.34994523297515e-06	223.398910079268	3.36391556566284e-05	3
+mz_101.775579270113	101.775579270113	0	0	0	NA	0	0
+mz_101.795936421682	101.795936421682	0	0	0	NA	0	0
+mz_101.816297645089	101.816297645089	0	0	0	NA	0	0
+mz_101.836662941148	101.836662941148	3.47553690999764e-07	0	7.55291459743073e-07	217.316483554072	3.12798321899788e-06	3
+mz_101.857032310673	101.857032310673	0	0	0	NA	0	0
+mz_101.877405754479	101.877405754479	0	0	0	NA	0	0
+mz_101.897783273382	101.897783273382	0	0	0	NA	0	0
+mz_101.918164868196	101.918164868196	2.83844336923522e-11	0	8.51533010770567e-11	300	2.5545990323117e-10	1
+mz_101.938550539737	101.938550539737	0	0	0	NA	0	0
+mz_101.95894028882	101.95894028882	0	0	0	NA	0	0
+mz_101.97933411626	101.97933411626	0	0	0	NA	0	0
+mz_101.999732022874	101.999732022874	6.43855724908388e-13	0	1.93156717472516e-12	300	5.79470152417549e-12	1
+mz_102.020134009477	102.020134009477	0	0	0	NA	0	0
+mz_102.040540076886	102.040540076886	0	0	0	NA	0	0
+mz_102.060950225916	102.060950225916	0	0	0	NA	0	0
+mz_102.081364457385	102.081364457385	1.85013695721794e-10	0	5.55041087165383e-10	300	1.66512326149615e-09	1
+mz_102.101782772108	102.101782772108	0	0	0	NA	0	0
+mz_102.122205170902	102.122205170902	0	0	0	NA	0	0
+mz_102.142631654585	102.142631654585	0	0	0	NA	0	0
+mz_102.163062223972	102.163062223972	8.26350179641524e-10	0	1.76618010920724e-09	213.732646609143	7.43715161677372e-09	3
+mz_102.183496879883	102.183496879883	0	0	0	NA	0	0
+mz_102.203935623133	102.203935623133	0	0	0	NA	0	0
+mz_102.224378454541	102.224378454541	0	0	0	NA	0	0
+mz_102.244825374924	102.244825374924	5.16303578208656e-10	0	1.14434581503641e-09	221.642046140138	4.6467322038779e-09	3
+mz_102.2652763851	102.2652763851	0	0	0	NA	0	0
+mz_102.285731485887	102.285731485887	0	0	0	NA	0	0
+mz_102.306190678103	102.306190678103	0	0	0	NA	0	0
+mz_102.326653962567	102.326653962567	9.11492116006000e-11	0	2.0177619936137e-10	221.369110953497	8.203429044054e-10	3
+mz_102.347121340098	102.347121340098	0	0	0	NA	0	0
+mz_102.367592811513	102.367592811513	0	0	0	NA	0	0
+mz_102.388068377632	102.388068377632	0	0	0	NA	0	0
+mz_102.408548039274	102.408548039274	4.51256388544732e-15	0	1.3537691656342e-14	300	4.06130749690259e-14	1
+mz_102.429031797257	102.429031797257	0	0	0	NA	0	0
+mz_102.449519652402	102.449519652402	0	0	0	NA	0	0
+mz_102.470011605528	102.470011605528	0	0	0	NA	0	0
+mz_102.490507657454	102.490507657454	5.2384347929423e-16	0	1.57153043788269e-15	300	4.71459131364807e-15	1
+mz_102.511007809001	102.511007809001	0	0	0	NA	0	0
+mz_102.531512060988	102.531512060988	0	0	0	NA	0	0
+mz_102.552020414235	102.552020414235	0	0	0	NA	0	0
+mz_102.572532869564	102.572532869564	0	0	0	NA	0	0
+mz_102.593049427794	102.593049427794	1.13623348649399e-14	0	3.40870045948197e-14	300	1.02261013784459e-13	1
+mz_102.613570089745	102.613570089745	0	0	0	NA	0	0
+mz_102.63409485624	102.63409485624	0	0	0	NA	0	0
+mz_102.654623728098	102.654623728098	0	0	0	NA	0	0
+mz_102.675156706142	102.675156706142	8.18374170995537e-15	0	2.45512251298661e-14	300	7.36536753895983e-14	1
+mz_102.695693791192	102.695693791192	0	0	0	NA	0	0
+mz_102.716234984069	102.716234984069	0	0	0	NA	0	0
+mz_102.736780285596	102.736780285596	0	0	0	NA	0	0
+mz_102.757329696594	102.757329696594	5.72316166016335e-14	0	1.25624384777189e-13	219.501723412097	5.15084549414702e-13	3
+mz_102.777883217886	102.777883217886	0	0	0	NA	0	0
+mz_102.798440850293	102.798440850293	0	0	0	NA	0	0
+mz_102.819002594637	102.819002594637	0	0	0	NA	0	0
+mz_102.839568451742	102.839568451742	1.61314501819888e-14	0	3.59970978042385e-14	223.148553900196	1.45183051637899e-13	3
+mz_102.860138422429	102.860138422429	0	0	0	NA	0	0
+mz_102.880712507522	102.880712507522	0	0	0	NA	0	0
+mz_102.901290707844	102.901290707844	0	0	0	NA	0	0
+mz_102.921873024217	102.921873024217	1.24866352137404e-15	0	2.69371995040996e-15	215.728248987827	1.12379716923664e-14	3
+mz_102.942459457465	102.942459457465	0	0	0	NA	0	0
+mz_102.963050008412	102.963050008412	0	0	0	NA	0	0
+mz_102.98364467788	102.98364467788	0	0	0	NA	0	0
+mz_103.004243466695	103.004243466695	1.18842738921197e-19	0	3.56528216763591e-19	300	1.06958465029077e-18	1
+mz_103.024846375679	103.024846375679	0	0	0	NA	0	0
+mz_103.045453405657	103.045453405657	0	0	0	NA	0	0
+mz_103.066064557453	103.066064557453	0	0	0	NA	0	0
+mz_103.086679831892	103.086679831892	2.72482682131312e-22	0	8.17448046393936e-22	300	2.45234413918181e-21	1
+mz_103.107299229799	103.107299229799	0	0	0	NA	0	0
+mz_103.127922751997	103.127922751997	0	0	0	NA	0	0
+mz_103.148550399312	103.148550399312	0	0	0	NA	0	0
+mz_103.169182172569	103.169182172569	8.78459009268501e-19	0	2.6353770278055e-18	300	7.90613108341651e-18	1
+mz_103.189818072594	103.189818072594	0	0	0	NA	0	0
+mz_103.210458100211	103.210458100211	0	0	0	NA	0	0
+mz_103.231102256247	103.231102256247	0	0	0	NA	0	0
+mz_103.251750541526	103.251750541526	4.37364557011532e-18	0	9.41211862503831e-18	215.200762708125	3.93628101310379e-17	3
+mz_103.272402956876	103.272402956876	0	0	0	NA	0	0
+mz_103.293059503122	103.293059503122	0	0	0	NA	0	0
+mz_103.313720181091	103.313720181091	0	0	0	NA	0	0
+mz_103.334384991608	103.334384991608	2.3045636260579e-18	0	5.11525377073303e-18	221.961924283383	2.07410726345211e-17	3
+mz_103.355053935501	103.355053935501	0	0	0	NA	0	0
+mz_103.375727013595	103.375727013595	0	0	0	NA	0	0
+mz_103.39640422672	103.39640422672	0	0	0	NA	0	0
+mz_103.4170855757	103.4170855757	3.7218339946315e-19	0	8.22305840226823e-19	220.941031065046	3.34965059516835e-18	3
+mz_103.437771061363	103.437771061363	0	0	0	NA	0	0
+mz_103.458460684538	103.458460684538	0	0	0	NA	0	0
+mz_103.479154446051	103.479154446051	0	0	0	NA	0	0
+mz_103.49985234673	103.49985234673	1.96675519228337e-23	0	5.90026557685011e-23	300	1.77007967305503e-22	1
+mz_103.520554387404	103.520554387404	0	0	0	NA	0	0
+mz_103.541260568899	103.541260568899	0	0	0	NA	0	0
+mz_103.561970892046	103.561970892046	0	0	0	NA	0	0
+mz_103.582685357671	103.582685357671	1.98881914095562e-24	0	5.96645742286685e-24	300	1.78993722686005e-23	1
+mz_103.603403966603	103.603403966603	0	0	0	NA	0	0
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+mz_103.644853617705	103.644853617705	0	0	0	NA	0	0
+mz_103.665584661533	103.665584661533	6.21375174824606e-23	0	1.86412552447382e-22	300	5.59237657342146e-22	1
+mz_103.686319851985	103.686319851985	0	0	0	NA	0	0
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+mz_103.748550311374	103.748550311374	3.6693369251102e-23	0	1.10080107753306e-22	300	3.30240323259918e-22	1
+mz_103.769302096615	103.769302096615	0	0	0	NA	0	0
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+mz_103.810818120243	103.810818120243	0	0	0	NA	0	0
+mz_103.831582360291	103.831582360291	2.66791204265065e-22	0	5.86802963738821e-22	219.948391985147	2.40112083838559e-21	3
+mz_103.852350753603	103.852350753603	0	0	0	NA	0	0
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+mz_103.893900003339	103.893900003339	0	0	0	NA	0	0
+mz_103.914680861425	103.914680861425	6.91599644039695e-23	0	1.54149983189676e-22	222.889043564673	6.22439679635725e-22	3
+mz_103.935465876099	103.935465876099	0	0	0	NA	0	0
+mz_103.956255048191	103.956255048191	0	0	0	NA	0	0
+mz_103.977048378534	103.977048378534	0	0	0	NA	0	0
+mz_103.997845867959	103.997845867959	4.22894059566038e-24	0	9.02159531062407e-24	213.329913403886	3.80604653609434e-23	3
+mz_104.018647517297	104.018647517297	0	0	0	NA	0	0
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+mz_104.081077433117	104.081077433117	4.93132907113283e-28	0	1.47939872133985e-27	300	4.43819616401954e-27	1
+mz_104.101895730434	104.101895730434	0	0	0	NA	0	0
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+mz_104.185210568788	104.185210568788	0	0	0	NA	0	0
+mz_104.206049694814	104.206049694814	0	0	0	NA	0	0
+mz_104.226892989083	104.226892989083	0	0	0	NA	0	0
+mz_104.247740452427	104.247740452427	4.12385392460398e-27	0	1.23715617738119e-26	300	3.71146853214358e-26	1
+mz_104.268592085681	104.268592085681	0	0	0	NA	0	0
+mz_104.289447889678	104.289447889678	0	0	0	NA	0	0
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+mz_104.331172013241	104.331172013241	2.23621965913319e-26	0	4.83767318071562e-26	216.332646972203	2.01259769321988e-25	3
+mz_104.352040334476	104.352040334476	0	0	0	NA	0	0
+mz_104.372912829793	104.372912829793	0	0	0	NA	0	0
+mz_104.393789500026	104.393789500026	0	0	0	NA	0	0
+mz_104.41467034601	104.41467034601	1.02214262463924e-26	0	2.27199416846007e-26	222.277607223547	9.19928362175319e-26	3
+mz_104.435555368582	104.435555368582	0	0	0	NA	0	0
+mz_104.456444568575	104.456444568575	0	0	0	NA	0	0
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+mz_104.498235504172	104.498235504172	1.50077909800385e-27	0	3.30837198263669e-27	220.443634045615	1.35070118820347e-26	3
+mz_104.519137241447	104.519137241447	0	0	0	NA	0	0
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+mz_104.560953259129	104.560953259129	0	0	0	NA	0	0
+mz_104.581867541209	104.581867541209	8.51786403027686e-32	0	2.55535920908306e-31	300	7.66607762724917e-31	1
+mz_104.602786006563	104.602786006563	0	0	0	NA	0	0
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+mz_104.644635490444	104.644635490444	0	0	0	NA	0	0
+mz_104.665566510644	104.665566510644	7.30962288843985e-33	0	2.19288686653195e-32	300	6.57866059959586e-32	1
+mz_104.686501717467	104.686501717467	0	0	0	NA	0	0
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+mz_104.749332466047	104.749332466047	3.24995014844785e-31	0	9.74985044534354e-31	300	2.92495513360306e-30	1
+mz_104.770284427736	104.770284427736	0	0	0	NA	0	0
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+mz_104.812200924388	104.812200924388	0	0	0	NA	0	0
+mz_104.833165461026	104.833165461026	4.65631033591099e-31	0	9.75251498290301e-31	209.447272182192	4.19067930231989e-30	2
+mz_104.854134190991	104.854134190991	0	0	0	NA	0	0
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+mz_104.917065549235	104.917065549235	1.23232172613636e-30	0	2.7154942932412e-30	220.355953777993	1.10908955352273e-29	3
+mz_104.938051060896	104.938051060896	0	0	0	NA	0	0
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+mz_104.980034677624	104.980034677624	0	0	0	NA	0	0
+mz_105.00103278437	105.00103278437	2.94442392475735e-31	0	6.55476921763185e-31	222.616355020007	2.64998153228161e-30	3
+mz_105.022035091158	105.022035091158	0	0	0	NA	0	0
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+mz_105.08506722017	105.08506722017	1.29404401935368e-32	0	2.70813269769968e-32	209.276705985031	1.16463961741831e-31	3
+mz_105.106086335526	105.106086335526	0	0	0	NA	0	0
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+mz_105.253337908937	105.253337908937	1.82435326582782e-36	0	5.47305979748345e-36	300	1.64191793924503e-35	1
+mz_105.274390681796	105.274390681796	0	0	0	NA	0	0
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+mz_105.358643891413	105.358643891413	0	0	0	NA	0	0
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+mz_105.421878046308	105.421878046308	1.11468120095098e-34	0	2.42149649618877e-34	217.236685621224	1.00321308085589e-33	3
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+mz_105.506249293025	105.506249293025	4.50530972121745e-35	0	1.00285020053898e-34	222.592954223796	4.0547787490957e-34	3
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+mz_105.590688063746	105.590688063746	5.96084722405912e-36	0	1.31085277434266e-35	219.910480015627	5.36476250165321e-35	2
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+mz_107.594570480068	107.594570480068	0	0	0	NA	0	0
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+mz_107.745308371146	107.745308371146	0.0451845013433033	0.0145305972546339	0.0960829340151598	212.645777110917	0.406660512089729	6
+mz_107.766859587942	107.766859587942	0	0	0	NA	0	0
+mz_107.788415115413	107.788415115413	0	0	0	NA	0	0
+mz_107.80997495442	107.80997495442	0	0	0	NA	0	0
+mz_107.831539105826	107.831539105826	0.2904042750597	0.222155973315239	0.300801647725099	103.580309781343	2.6136384755373	7
+mz_107.853107570493	107.853107570493	0	0	0	NA	0	0
+mz_107.874680349285	107.874680349285	0	0	0	NA	0	0
+mz_107.896257443064	107.896257443064	0	0	0	NA	0	0
+mz_107.917838852694	107.917838852694	0.677628656642305	0.645754098892212	0.69435584081479	102.468488309714	6.09865790978074	7
+mz_107.939424579037	107.939424579037	0	0	0	NA	0	0
+mz_107.961014622957	107.961014622957	0	0	0	NA	0	0
+mz_107.982608985318	107.982608985318	0	0	0	NA	0	0
+mz_108.004207666983	108.004207666983	0.462465088193615	0.191638588905334	0.481923595273367	104.207562381791	4.16218579374254	8
+mz_108.025810668817	108.025810668817	0	0	0	NA	0	0
+mz_108.047417991683	108.047417991683	0	0	0	NA	0	0
+mz_108.069029636446	108.069029636446	0	0	0	NA	0	0
+mz_108.09064560397	108.09064560397	0.363582380012506	0.209630846977234	0.391311356441046	107.626600724597	3.27224142011255	8
+mz_108.11226589512	108.11226589512	0	0	0	NA	0	0
+mz_108.13389051076	108.13389051076	0	0	0	NA	0	0
+mz_108.155519451757	108.155519451757	0	0	0	NA	0	0
+mz_108.177152718974	108.177152718974	0.281980810686946	0.261365801095963	0.267462812033001	94.8514231806849	2.53782729618251	7
+mz_108.198790313277	108.198790313277	0	0	0	NA	0	0
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+mz_108.242078486604	108.242078486604	0.146820166872607	0.0638069957494736	0.18542870405459	126.296480929274	1.32138150185347	7
+mz_108.26372906736	108.26372906736	0	0	0	NA	0	0
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+mz_108.328706796386	108.328706796386	0.0664099469455929	0.00294358935207129	0.125142825996945	188.439882506561	0.597689522510336	7
+mz_108.350374704536	108.350374704536	0	0	0	NA	0	0
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+mz_108.415404436544	108.415404436544	0.014166781254466	0	0.0314794042096721	222.205761804562	0.127501031290194	4
+mz_108.437089685957	108.437089685957	0	0	0	NA	0	0
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+mz_108.502171462566	108.502171462566	0.0179061294824123	0	0.0506734730255568	282.99512228664	0.161155165341711	4
+mz_108.523874067119	108.523874067119	0	0	0	NA	0	0
+mz_108.545581012627	108.545581012627	0	0	0	NA	0	0
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+mz_108.589007929981	108.589007929981	0.0387549723815381	0	0.116263858022886	299.997267133316	0.348794751433843	2
+mz_108.610727903564	108.610727903564	0	0	0	NA	0	0
+mz_108.632452221577	108.632452221577	0	0	0	NA	0	0
+mz_108.654180884887	108.654180884887	0	0	0	NA	0	0
+mz_108.675913894365	108.675913894365	0.0754049064861546	2.30682253459236e-05	0.156301941323529	207.283515897243	0.678644158375391	6
+mz_108.69765125088	108.69765125088	0	0	0	NA	0	0
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+mz_108.741139008497	108.741139008497	0.065792034268169	9.70692508417415e-06	0.131803970473264	200.334237935293	0.592128308413521	6
+mz_108.762889411339	108.762889411339	0	0	0	NA	0	0
+mz_108.784644164696	108.784644164696	0	0	0	NA	0	0
+mz_108.80640326944	108.80640326944	0	0	0	NA	0	0
+mz_108.828166726439	108.828166726439	0.0352439433829737	1.29300224216422e-06	0.0885623683686323	251.283936664751	0.317195490446763	8
+mz_108.849934536566	108.849934536566	0	0	0	NA	0	0
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+mz_108.893483219682	108.893483219682	0	0	0	NA	0	0
+mz_108.915264094413	108.915264094413	0.0824247508650088	0	0.241164258550701	292.587185305137	0.741822757785079	4
+mz_108.937049325755	108.937049325755	0	0	0	NA	0	0
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+mz_108.980632861757	108.980632861757	0	0	0	NA	0	0
+mz_109.00243116816	109.00243116816	0.186506078262335	2.63164934288795e-10	0.423675560377822	227.164478672855	1.67855470436102	5
+mz_109.02423383466	109.02423383466	0	0	0	NA	0	0
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+mz_109.089668003466	109.089668003466	0.209487537597185	0	0.451488476549999	215.520446575752	1.88538783837466	4
+mz_109.111488119079	109.111488119079	0	0	0	NA	0	0
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+mz_109.176974656165	109.176974656165	0.0746933308247549	4.91029217286609e-10	0.169887595214059	227.446805943957	0.672239977422795	6
+mz_109.198812234854	109.198812234854	0	0	0	NA	0	0
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+mz_109.242500496964	109.242500496964	0.00871699927346048	1.20059229224978e-09	0.0216928305392562	248.856628969806	0.0784529934611443	6
+mz_109.264351182132	109.264351182132	0	0	0	NA	0	0
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+mz_109.329929464577	109.329929464577	9.44859747559818e-07	0	2.83428985164275e-06	299.969372064219	8.50373772803836e-06	4
+mz_109.351797637287	109.351797637287	0	0	0	NA	0	0
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+mz_109.417428403349	109.417428403349	8.5692467170476e-08	1.17713063146722e-13	2.56549438636921e-07	299.383886481577	7.71232204534284e-07	5
+mz_109.439314077597	109.439314077597	0	0	0	NA	0	0
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+mz_109.50499736928	109.50499736928	4.41309842563943e-11	0	1.32337736437225e-10	299.874880805656	3.97178858307549e-10	3
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+mz_109.592636418413	109.592636418413	9.61709970724166e-06	4.73959403218512e-15	1.90852334517756e-05	198.451030276877	8.65538973651749e-05	5
+mz_109.614557137768	109.614557137768	0	0	0	NA	0	0
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+mz_109.658411731104	109.658411731104	9.63289575366548e-06	0	2.13979327454023e-05	222.133959430216	8.66960617829893e-05	3
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+mz_109.746173560832	109.746173560832	1.97093500413333e-06	1.13450989867783e-13	4.62997596771097e-06	234.912666221933	1.77384150372e-05	6
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+mz_109.834005628116	109.834005628116	0.001319497574437	4.26110901663272e-14	0.00395837901320747	299.991382318108	0.011875478169933	6
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+mz_109.921907989168	109.921907989168	0.0260201610025523	4.72384980727803e-15	0.0780604829305128	299.999999703522	0.23418144902297	7
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+mz_110.075906434625	110.075906434625	0.00769688602950939	0	0.0230906580885248	299.999999999956	0.0692719742655845	3
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+mz_111.739490726793	111.739490726793	6.24671070589574e-16	0	1.87401213663511e-15	299.999827888042	5.62203963530616e-15	4
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+mz_116.253155302956	116.253155302956	0.00282466728740602	2.598577131252e-09	0.00847399534935647	299.999769429072	0.0254220055866541	7
+mz_116.276408259312	116.276408259312	0	0	0	NA	0	0
+mz_116.299665866724	116.299665866724	0	0	0	NA	0	0
+mz_116.322928126124	116.322928126124	1.6499413447689e-06	5.19209786276065e-10	4.94718259189167e-06	299.839906889818	1.48494721029201e-05	7
+mz_116.34619503844	116.34619503844	0	0	0	NA	0	0
+mz_116.369466604605	116.369466604605	0	0	0	NA	0	0
+mz_116.392742825548	116.392742825548	0	0	0	NA	0	0
+mz_116.4160237022	116.4160237022	1.13824958877024e-06	0	3.41439443899629e-06	299.968870859438	1.02442462989322e-05	4
+mz_116.439309235494	116.439309235494	0	0	0	NA	0	0
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+mz_116.509193784537	116.509193784537	2.06277895308126e-07	0	6.18833685924377e-07	300	1.85650105777313e-06	1
+mz_116.53249795371	116.53249795371	0	0	0	NA	0	0
+mz_116.555806784184	116.555806784184	0	0	0	NA	0	0
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+mz_116.602438432761	116.602438432761	0	0	0	NA	0	0
+mz_116.62576125273	116.62576125273	0	0	0	NA	0	0
+mz_116.649088737729	116.649088737729	0	0	0	NA	0	0
+mz_116.672420888692	116.672420888692	1.95349115498732e-06	0	5.86047341141712e-06	299.999997259018	1.75814203948859e-05	2
+mz_116.695757706551	116.695757706551	0	0	0	NA	0	0
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+mz_116.742445346695	116.742445346695	5.22473241640986e-07	9.29315625104385e-14	1.56741933629312e-06	299.999925617274	4.70225917476888e-06	6
+mz_116.765796170847	116.765796170847	0	0	0	NA	0	0
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+mz_116.81251183198	116.81251183198	0	0	0	NA	0	0
+mz_116.83587667083	116.83587667083	3.27248384070073e-08	8.87926207169751e-14	9.81741846105682e-08	299.998989726245	2.94523545663066e-07	7
+mz_116.859246183116	116.859246183116	0	0	0	NA	0	0
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+mz_116.905999231731	116.905999231731	1.23332923607749e-10	7.66818842446023e-15	3.6992612456648e-10	299.941097433968	1.10999631246974e-09	6
+mz_116.929382769931	116.929382769931	0	0	0	NA	0	0
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+mz_116.976163878793	116.976163878793	0	0	0	NA	0	0
+mz_116.999561451326	116.999561451326	3.62306434203132e-11	0	1.08687762002082e-10	299.988495211611	3.26075790782819e-10	2
+mz_117.022963703842	117.022963703842	0	0	0	NA	0	0
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+mz_117.093198550645	117.093198550645	2.8983827298089e-12	0	8.6951481894267e-12	300	2.60854445682801e-11	1
+mz_117.116619532454	117.116619532454	0	0	0	NA	0	0
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+mz_117.163475551002	117.163475551002	1.57867879262912e-10	0	4.73603637788737e-10	300	1.42081091336621e-09	1
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+mz_117.257243834067	117.257243834067	7.63952474182272e-11	0	2.29185723915148e-10	299.999975993882	6.87557226764045e-10	4
+mz_117.280697628214	117.280697628214	0	0	0	NA	0	0
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+mz_117.327619291128	117.327619291128	1.14027115214939e-11	1.16631697092007e-17	3.42081027163823e-11	299.999720697141	1.02624403693445e-10	7
+mz_117.351087161774	117.351087161774	0	0	0	NA	0	0
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+mz_117.421518941726	117.421518941726	8.93122569851425e-15	2.13197365643295e-18	2.67821042372032e-14	299.870422507165	8.03810312866283e-14	7
+mz_117.44500559418	117.44500559418	0	0	0	NA	0	0
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+mz_117.515493742101	117.515493742101	0	0	0	NA	0	0
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+mz_117.656596980073	117.656596980073	1.84557618362033e-15	0	5.53672855086098e-15	300	1.6610185652583e-14	1
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+mz_117.750759918124	117.750759918124	9.05717054470775e-15	0	2.71715113570118e-14	299.999996940419	8.15145349023698e-14	2
+mz_117.774312425358	117.774312425358	0	0	0	NA	0	0
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+mz_117.844998216666	117.844998216666	2.22568166111627e-15	5.48321337026825e-22	6.67704305354801e-15	299.999913293943	2.00311349500465e-14	6
+mz_117.868569573445	117.868569573445	0	0	0	NA	0	0
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+mz_117.915726432174	117.915726432174	1.01309326975984e-16	3.86219432950888e-22	3.03926477628695e-16	299.998516129461	9.11783942783856e-16	7
+mz_117.939311936011	117.939311936011	0	0	0	NA	0	0
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+mz_118.080924061088	118.080924061088	1.55491165193014e-19	0	4.66458820877352e-19	299.990562356599	1.39942048673713e-18	2
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+mz_118.19906404569	118.19906404569	0	0	0	NA	0	0
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+mz_118.246353128652	118.246353128652	7.94755409277217e-19	0	2.38426622442494e-18	299.99999957135	7.15279868349495e-18	2
+mz_118.270004764442	118.270004764442	0	0	0	NA	0	0
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+mz_118.412013959108	118.412013959108	4.53599562295965e-20	5.20084901455733e-26	1.36079715418557e-19	299.999662102337	4.08239606066368e-19	7
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+mz_118.601624830321	118.601624830321	0	0	0	NA	0	0
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+mz_118.696544093145	118.696544093145	0	0	0	NA	0	0
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+mz_118.76778338949	118.76778338949	0	0	0	NA	0	0
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+mz_120.755783349152	120.755783349152	0.0323360156681803	0	0.0652352693554521	201.741828754882	0.291024141013622	2
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+mz_120.828258559792	120.828258559792	0.0296789923061927	0	0.0785987893668795	264.829710375576	0.267110930755734	3
+mz_120.85242662831	120.85242662831	0	0	0	NA	0	0
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+mz_120.949147253027	120.949147253027	0	0	0	NA	0	0
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+mz_121.021738516822	121.021738516822	0	0	0	NA	0	0
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+mz_121.701361422839	121.701361422839	0	0	0	NA	0	0
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+mz_125.407719679021	125.407719679021	7.77891484378617e-05	0	0.000228164784581494	293.311842542862	0.000700102335940755	4
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+mz_125.482986888985	125.482986888985	0	0	0	NA	0	0
+mz_125.508085996273	125.508085996273	1.56303162334047e-06	0	4.68909487002141e-06	300	1.40672846100642e-05	3
+mz_125.533190123885	125.533190123885	0	0	0	NA	0	0
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+mz_125.583413444097	125.583413444097	5.609573994055e-06	1.81445452371458e-31	1.03577002059281e-05	184.643258416863	5.0486165946495e-05	5
+mz_125.608532638705	125.608532638705	0	0	0	NA	0	0
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+mz_125.658786101951	125.658786101951	1.98732373479709e-06	2.78241910615194e-24	3.94718099132233e-06	198.617916256374	1.78859136131738e-05	6
+mz_125.683920372598	125.683920372598	0	0	0	NA	0	0
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+mz_125.734203996969	125.734203996969	0	0	0	NA	0	0
+mz_125.759353352704	125.759353352704	3.50116414407094e-06	6.12273596415496e-22	9.7210297725271e-06	277.651357448899	3.15104772966385e-05	6
+mz_125.784507738813	125.784507738813	0	0	0	NA	0	0
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+mz_125.834831606179	125.834831606179	1.13546765470505e-06	0	3.40640296281717e-06	299.999999885688	1.02192088923454e-05	4
+mz_125.860001089449	125.860001089449	0	0	0	NA	0	0
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+mz_125.910355160195	125.910355160195	1.21847885263075e-07	0	3.65543655789224e-07	300	1.09663096736767e-06	3
+mz_125.935539749686	125.935539749686	0	0	0	NA	0	0
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+mz_126.011123746719	126.011123746719	1.57613231108497e-10	0	4.72839693325492e-10	300	1.41851907997648e-09	3
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+mz_126.086753107759	126.086753107759	2.97788596250983e-10	4.07631680424696e-35	4.87750605533474e-10	163.790894505036	2.68009736625885e-09	5
+mz_126.111972980368	126.111972980368	0	0	0	NA	0	0
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+mz_126.162427860031	126.162427860031	2.60467392113299e-10	2.16540315516026e-27	5.03711544839876e-10	193.387564083557	2.34420652901969e-09	7
+mz_126.187662869104	126.187662869104	0	0	0	NA	0	0
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+mz_126.238148030779	126.238148030779	2.32965373177242e-10	4.30169426142995e-26	5.31156344288898e-10	227.997979718982	2.09668835859517e-09	6
+mz_126.263398185401	126.263398185401	0	0	0	NA	0	0
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+mz_126.339178956523	126.339178956523	1.50254383334236e-10	3.92246451054755e-35	4.49328521173639e-10	299.045200015312	1.35228945000812e-09	5
+mz_126.36444931935	126.36444931935	0	0	0	NA	0	0
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+mz_126.415005209751	126.415005209751	2.90629372419933e-11	0	8.718881172598e-11	300	2.6156643517794e-10	3
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+mz_126.490876972382	126.490876972382	9.32062481425104e-15	0	2.79618744427531e-14	300	8.38856233282594e-14	3
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+mz_126.592110162174	126.592110162174	7.06660764939879e-15	0	2.11998229481964e-14	300	6.35994688445891e-14	2
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+mz_126.668088219663	126.668088219663	2.69027014526226e-14	4.88923647456158e-31	5.01484308840034e-14	186.406673591193	2.42124313073603e-13	5
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+mz_126.744111877665	126.744111877665	0.00331583929559462	1.42318632594803e-38	0.0099475178867546	299.999999999118	0.0298425536603515	5
+mz_126.769463235176	126.769463235176	0	0	0	NA	0	0
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+mz_126.845547736439	126.845547736439	0.0378294355339639	2.30375505638085e-22	0.113488306601836	299.999999999853	0.340464919805675	6
+mz_126.87091938315	126.87091938315	0	0	0	NA	0	0
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+mz_126.9216779021	126.9216779021	0.0264900144603567	0	0.0794700433810533	299.999999999937	0.23841013014321	4
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+mz_126.997853759567	126.997853759567	0.00477555973662316	0	0.0143266792098679	299.999999999968	0.0429800376296084	3
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+mz_127.099492693066	127.099492693066	0	0	0	NA	0	0
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+mz_127.175775271421	127.175775271421	0.0611488885349698	0	0.183446665604909	300	0.550339996814728	4
+mz_127.201212970246	127.201212970246	0	0	0	NA	0	0
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+mz_127.659962592338	127.659962592338	3.32571855526314e-06	0	9.97715566578942e-06	300	2.99314669973683e-05	2
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+mz_127.838811705731	127.838811705731	5.53472798653982e-07	0	1.66041839596195e-06	300	4.98125518788584e-06	4
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+mz_127.915538008599	127.915538008599	2.09799807156781e-10	9.74760070588865e-31	6.29399421470083e-10	299.999999999876	1.88819826441103e-09	6
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+mz_129.071974010608	129.071974010608	0.32966128224507	0.0108216423541307	0.438786355331805	133.102180621142	2.96695154020563	7
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+mz_129.822766656324	129.822766656324	0.017865805226031	0	0.0535974154630813	299.999998796518	0.160792247034279	3
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+mz_130.03064934547	130.03064934547	0	0	0	NA	0	0
+mz_130.056658076213	130.056658076213	0	0	0	NA	0	0
+mz_130.082672009221	130.082672009221	0.00176385674648997	6.08401329316166e-10	0.00352989021947351	200.123407215348	0.0158747107184097	6
+mz_130.108691145537	130.108691145537	0	0	0	NA	0	0
+mz_130.1347154862	130.1347154862	0	0	0	NA	0	0
+mz_130.160745032252	130.160745032252	0.025674847388028	3.47967765712554e-11	0.0770245389551822	299.999987501768	0.231073626492252	6
+mz_130.186779784733	130.186779784733	0	0	0	NA	0	0
+mz_130.212819744686	130.212819744686	0	0	0	NA	0	0
+mz_130.238864913152	130.238864913152	0.0360267860438624	0	0.108080357210852	299.999997444305	0.324241074394761	4
+mz_130.264915291173	130.264915291173	0	0	0	NA	0	0
+mz_130.29097087979	130.29097087979	0	0	0	NA	0	0
+mz_130.317031680046	130.317031680046	0	0	0	NA	0	0
+mz_130.343097692983	130.343097692983	0.00948538302236163	0	0.0284561489937702	299.999999227077	0.0853684472012546	3
+mz_130.369168919644	130.369168919644	0	0	0	NA	0	0
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+mz_130.42132701831	130.42132701831	0.000567018081710557	0	0.00169430829299331	298.810275658581	0.00510316273539502	3
+mz_130.447413892401	130.447413892401	0	0	0	NA	0	0
+mz_130.473505984389	130.473505984389	0	0	0	NA	0	0
+mz_130.499603295317	130.499603295317	1.39013430900181e-06	0	4.17040274547236e-06	299.999986941329	1.25112087810163e-05	4
+mz_130.525705826229	130.525705826229	0	0	0	NA	0	0
+mz_130.55181357817	130.55181357817	0	0	0	NA	0	0
+mz_130.577926552183	130.577926552183	2.52593429696061e-07	0	7.57780214922615e-07	299.999970638363	2.27334086726455e-06	4
+mz_130.604044749313	130.604044749313	0	0	0	NA	0	0
+mz_130.630168170605	130.630168170605	0	0	0	NA	0	0
+mz_130.656296817104	130.656296817104	7.2822184744008e-14	1.14382414401638e-14	1.07982085988588e-13	148.281854448857	6.55399662696072e-13	5
+mz_130.682430689854	130.682430689854	0	0	0	NA	0	0
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+mz_130.734714118293	130.734714118293	0	0	0	NA	0	0
+mz_130.760863676073	130.760863676073	2.95944284541764e-06	0	8.87832840580523e-06	299.999995592154	2.66349856087587e-05	4
+mz_130.787018464287	130.787018464287	0	0	0	NA	0	0
+mz_130.813178483981	130.813178483981	0	0	0	NA	0	0
+mz_130.839343736203	130.839343736203	1.39621059559841e-06	0	4.18863176559472e-06	299.999998481568	1.25658953603857e-05	4
+mz_130.865514221999	130.865514221999	0	0	0	NA	0	0
+mz_130.891689942416	130.891689942416	0	0	0	NA	0	0
+mz_130.9178708985	130.9178708985	2.04551358567389e-07	0	6.13654075702167e-07	300	1.8409622271065e-06	2
+mz_130.944057091299	130.944057091299	0	0	0	NA	0	0
+mz_130.97024852186	130.97024852186	0	0	0	NA	0	0
+mz_130.996445191231	130.996445191231	1.50406454647879e-10	0	4.51219357452434e-10	299.999995684226	1.35365809183091e-09	4
+mz_131.022647100461	131.022647100461	0	0	0	NA	0	0
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+mz_131.075066642685	131.075066642685	4.43064593955268e-11	0	1.32919368926138e-10	299.999979099113	3.98758134559741e-10	4
+mz_131.101284277777	131.101284277777	0	0	0	NA	0	0
+mz_131.127507156921	131.127507156921	0	0	0	NA	0	0
+mz_131.153735281164	131.153735281164	3.56515296082781e-12	0	1.06954531443134e-11	299.999839048421	3.20863766474503e-11	4
+mz_131.179968651558	131.179968651558	0	0	0	NA	0	0
+mz_131.20620726915	131.20620726915	0	0	0	NA	0	0
+mz_131.23245113499	131.23245113499	0	0	0	NA	0	0
+mz_131.258700250129	131.258700250129	4.60804679502559e-11	9.59115015526441e-20	1.38241388895358e-10	299.999967545014	4.14724211552303e-10	6
+mz_131.284954615615	131.284954615615	0	0	0	NA	0	0
+mz_131.3112142325	131.3112142325	0	0	0	NA	0	0
+mz_131.337479101834	131.337479101834	1.66757411518794e-10	0	5.0027223060989e-10	299.999997633393	1.50081670366915e-09	4
+mz_131.363749224666	131.363749224666	0	0	0	NA	0	0
+mz_131.390024602049	131.390024602049	0	0	0	NA	0	0
+mz_131.416305235033	131.416305235033	4.03514599045403e-11	0	1.21054379454704e-10	299.999999358346	3.63163139140862e-10	4
+mz_131.442591124669	131.442591124669	0	0	0	NA	0	0
+mz_131.468882272008	131.468882272008	0	0	0	NA	0	0
+mz_131.495178678103	131.495178678103	1.71539683138077e-12	0	5.10966788964328e-12	297.870894720633	1.54385714824269e-11	3
+mz_131.521480344006	131.521480344006	0	0	0	NA	0	0
+mz_131.547787270767	131.547787270767	0	0	0	NA	0	0
+mz_131.57409945944	131.57409945944	6.22621005689613e-15	0	1.86786292819447e-14	299.999985725767	5.60358905120652e-14	4
+mz_131.600416911077	131.600416911077	0	0	0	NA	0	0
+mz_131.626739626731	131.626739626731	0	0	0	NA	0	0
+mz_131.653067607454	131.653067607454	0	0	0	NA	0	0
+mz_131.6794008543	131.6794008543	1.0336689419684e-15	0	3.1010065008499e-15	299.99996855325	9.30302047771557e-15	4
+mz_131.705739368323	131.705739368323	0	0	0	NA	0	0
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+mz_131.75843220211	131.75843220211	3.72097598084702e-22	4.36647038151005e-23	5.68951410245094e-22	152.903811573538	3.34887838276232e-21	5
+mz_131.784786523983	131.784786523983	0	0	0	NA	0	0
+mz_131.811146117247	131.811146117247	0	0	0	NA	0	0
+mz_131.837510982957	131.837510982957	1.48330995954504e-14	0	4.44992982066948e-14	299.999996092142	1.33497896359054e-13	4
+mz_131.863881122167	131.863881122167	0	0	0	NA	0	0
+mz_131.890256535933	131.890256535933	0	0	0	NA	0	0
+mz_131.916637225309	131.916637225309	6.16279641494186e-15	0	1.84883891593783e-14	299.999998613498	5.54651677344767e-14	4
+mz_131.943023191351	131.943023191351	0	0	0	NA	0	0
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+mz_131.995810957653	131.995810957653	8.11187454074218e-16	0	2.43356236222265e-15	300	7.30068708666796e-15	2
+mz_132.022212760025	132.022212760025	0	0	0	NA	0	0
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+mz_132.07503220849	132.07503220849	7.04836385159914e-19	0	2.11450911155243e-18	299.99999376773	6.34352746643923e-18	3
+mz_132.101449856697	132.101449856697	0	0	0	NA	0	0
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+mz_132.154301006341	132.154301006341	1.90202037418725e-19	0	5.70606070129136e-19	299.999977851426	1.71181833676853e-18	3
+mz_132.180734509892	132.180734509892	0	0	0	NA	0	0
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+mz_132.260066748154	132.260066748154	1.22405417375539e-20	8.82214119262163e-27	3.67215941706258e-20	299.999746399821	1.10164875637985e-19	5
+mz_132.28652140697	132.28652140697	0	0	0	NA	0	0
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+mz_132.339446600042	132.339446600042	4.97646950063059e-19	1.68434213475765e-28	1.49294078106169e-18	299.999986109132	4.47882255056753e-18	5
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+mz_132.418874094132	132.418874094132	7.65336045442248e-19	0	2.29600811952919e-18	299.999997805205	6.88802440898024e-18	4
+mz_132.445360517593	132.445360517593	0	0	0	NA	0	0
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+mz_132.498349259019	132.498349259019	1.70372231159741e-19	0	5.11116692626421e-19	299.999999499448	1.53335008043767e-18	3
+mz_132.524851579103	132.524851579103	0	0	0	NA	0	0
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+mz_132.577872123313	132.577872123313	4.08086382930383e-21	0	1.20533470791808e-20	295.36263848424	3.67277744637344e-20	2
+mz_132.60439034956	132.60439034956	0	0	0	NA	0	0
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+mz_132.657442715643	132.657442715643	2.77068802550608e-23	0	8.31206364840297e-23	299.999984548413	2.49361922295547e-22	3
+mz_132.6839768576	132.6839768576	0	0	0	NA	0	0
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+mz_132.737061064654	132.737061064654	4.17886455621231e-24	0	1.25365920514933e-23	299.999961301841	3.76097810059108e-23	4
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+mz_132.816727199008	132.816727199008	0	0	0	NA	0	0
+mz_132.843293201048	132.843293201048	0.000621454790234566	2.14611625811829e-31	0.0018643643707037	300	0.00559309311211109	6
+mz_132.86986451682	132.86986451682	0	0	0	NA	0	0
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+mz_133.002800838863	133.002800838863	0.0492292874389225	3.3927855576138e-32	0.147687862316767	300	0.443063586950302	5
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+mz_133.109245652137	133.109245652137	0	0	0	NA	0	0
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+mz_133.189135164252	133.189135164252	0	0	0	NA	0	0
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+mz_133.776458524778	133.776458524778	0	0	0	NA	0	0
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+mz_133.937086633132	133.937086633132	0	0	0	NA	0	0
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+mz_134.958886415867	134.958886415867	0	0	0	NA	0	0
+mz_134.985880892598	134.985880892598	0	0	0	NA	0	0
+mz_135.012880768764	135.012880768764	0.0546717844466748	0	0.15155991990019	277.217803358909	0.492046060020073	3
+mz_135.039886045445	135.039886045445	0	0	0	NA	0	0
+mz_135.066896723722	135.066896723722	0	0	0	NA	0	0
+mz_135.093912804675	135.093912804675	0.0721147623812277	1.50607635309931e-38	0.149155401288964	206.830607720052	0.649032861431049	5
+mz_135.120934289384	135.120934289384	0	0	0	NA	0	0
+mz_135.147961178931	135.147961178931	0	0	0	NA	0	0
+mz_135.174993474397	135.174993474397	0.0265648861744473	0	0.0530407985153264	199.665069772993	0.239083975570026	4
+mz_135.202031176862	135.202031176862	0	0	0	NA	0	0
+mz_135.229074287408	135.229074287408	0	0	0	NA	0	0
+mz_135.256122807118	135.256122807118	0.00304397661238909	0	0.00704305032696168	231.376624192717	0.0273957895115018	3
+mz_135.283176737072	135.283176737072	0	0	0	NA	0	0
+mz_135.310236078354	135.310236078354	0	0	0	NA	0	0
+mz_135.337300832045	135.337300832045	7.88319136026629e-21	0	2.36495740807989e-20	300	7.09487222423966e-20	1
+mz_135.364370999228	135.364370999228	0	0	0	NA	0	0
+mz_135.391446580986	135.391446580986	0	0	0	NA	0	0
+mz_135.418527578402	135.418527578402	0	0	0	NA	0	0
+mz_135.445613992559	135.445613992559	0	0	0	NA	0	0
+mz_135.47270582454	135.47270582454	0	0	0	NA	0	0
+mz_135.49980307543	135.49980307543	1.85264040075452e-14	0	5.55792120226356e-14	300	1.66737636067907e-13	1
+mz_135.526905746313	135.526905746313	0	0	0	NA	0	0
+mz_135.554013838271	135.554013838271	0	0	0	NA	0	0
+mz_135.58112735239	135.58112735239	3.72367827711029e-06	0	1.11710348060866e-05	299.999999322061	3.35131044939926e-05	2
+mz_135.608246289754	135.608246289754	0	0	0	NA	0	0
+mz_135.635370651449	135.635370651449	0	0	0	NA	0	0
+mz_135.662500438558	135.662500438558	3.44360442992533e-06	0	6.83551364657622e-06	198.498805123341	3.09924398693279e-05	4
+mz_135.689635652167	135.689635652167	0	0	0	NA	0	0
+mz_135.716776293361	135.716776293361	0	0	0	NA	0	0
+mz_135.743922363227	135.743922363227	6.96229765000882e-07	0	1.43910428297012e-06	206.699620630022	6.26606788500794e-06	3
+mz_135.77107386285	135.77107386285	0	0	0	NA	0	0
+mz_135.798230793315	135.798230793315	0	0	0	NA	0	0
+mz_135.82539315571	135.82539315571	2.50390917876252e-08	0	7.51172753628756e-08	300	2.25351826088627e-07	2
+mz_135.852560951121	135.852560951121	0	0	0	NA	0	0
+mz_135.879734180634	135.879734180634	0	0	0	NA	0	0
+mz_135.906912845337	135.906912845337	0	0	0	NA	0	0
+mz_135.934096946316	135.934096946316	0	0	0	NA	0	0
+mz_135.961286484659	135.961286484659	0	0	0	NA	0	0
+mz_135.988481461453	135.988481461453	6.90782389719225e-19	0	2.07234716915768e-18	300	6.21704150747303e-18	1
+mz_136.015681877787	136.015681877787	0	0	0	NA	0	0
+mz_136.042887734749	136.042887734749	0	0	0	NA	0	0
+mz_136.070099033425	136.070099033425	5.64422283725969e-11	0	1.69326681953564e-10	299.999994393867	5.07980055353372e-10	2
+mz_136.097315774906	136.097315774906	0	0	0	NA	0	0
+mz_136.12453796028	136.12453796028	0	0	0	NA	0	0
+mz_136.151765590635	136.151765590635	0	0	0	NA	0	0
+mz_136.178998667061	136.178998667061	3.50069307080376e-10	0	7.12454129412602e-10	203.518022003861	3.15062376372338e-09	4
+mz_136.206237190646	136.206237190646	0	0	0	NA	0	0
+mz_136.233481162482	136.233481162482	0	0	0	NA	0	0
+mz_136.260730583656	136.260730583656	1.15703903252421e-10	0	2.31682647862041e-10	200.237538535411	1.04133512927179e-09	4
+mz_136.28798545526	136.28798545526	0	0	0	NA	0	0
+mz_136.315245778384	136.315245778384	0	0	0	NA	0	0
+mz_136.342511554117	136.342511554117	1.15222081490149e-11	0	2.7995606371732e-11	242.970843866637	1.03699873341134e-10	3
+mz_136.369782783551	136.369782783551	0	0	0	NA	0	0
+mz_136.397059467776	136.397059467776	0	0	0	NA	0	0
+mz_136.424341607883	136.424341607883	1.31903451143058e-29	0	3.95710353429173e-29	300	1.18713106028752e-28	1
+mz_136.451629204965	136.451629204965	0	0	0	NA	0	0
+mz_136.478922260111	136.478922260111	0	0	0	NA	0	0
+mz_136.506220774415	136.506220774415	0	0	0	NA	0	0
+mz_136.533524748967	136.533524748967	0	0	0	NA	0	0
+mz_136.56083418486	136.56083418486	0	0	0	NA	0	0
+mz_136.588149083187	136.588149083187	9.05309003928688e-23	0	2.71592701178607e-22	300	8.14778103535819e-22	1
+mz_136.61546944504	136.61546944504	0	0	0	NA	0	0
+mz_136.642795271512	136.642795271512	0	0	0	NA	0	0
+mz_136.670126563695	136.670126563695	2.12404730332464e-14	0	5.55748276144244e-14	261.645903683203	1.91164257299217e-13	3
+mz_136.697463322684	136.697463322684	0	0	0	NA	0	0
+mz_136.724805549571	136.724805549571	0	0	0	NA	0	0
+mz_136.752153245451	136.752153245451	1.55530254812205e-14	0	3.08620781906554e-14	198.431348472488	1.39977229330984e-13	4
+mz_136.779506411416	136.779506411416	0	0	0	NA	0	0
+mz_136.806865048562	136.806865048562	0	0	0	NA	0	0
+mz_136.834229157983	136.834229157983	2.88597150613973e-15	0	6.02626976745044e-15	208.812517886262	2.59737435552576e-14	3
+mz_136.861598740773	136.861598740773	0	0	0	NA	0	0
+mz_136.888973798027	136.888973798027	0	0	0	NA	0	0
+mz_136.91635433084	136.91635433084	0.0215709725808767	0	0.0494750173758964	229.359233527363	0.19413875322789	4
+mz_136.943740340307	136.943740340307	0	0	0	NA	0	0
+mz_136.971131827524	136.971131827524	0	0	0	NA	0	0
+mz_136.998528793586	136.998528793586	0.131719069348441	0	0.204034077542566	154.900940730782	1.18547162413597	3
+mz_137.025931239589	137.025931239589	0	0	0	NA	0	0
+mz_137.05333916663	137.05333916663	0	0	0	NA	0	0
+mz_137.080752575804	137.080752575804	0.0933783435159259	0	0.147388477564945	157.840107261924	0.840405091643333	4
+mz_137.108171468208	137.108171468208	0	0	0	NA	0	0
+mz_137.13559584494	137.13559584494	0	0	0	NA	0	0
+mz_137.163025707095	137.163025707095	0.0703934062686231	0	0.18305515920483	260.045889108259	0.633540656417608	4
+mz_137.190461055771	137.190461055771	0	0	0	NA	0	0
+mz_137.217901892066	137.217901892066	0	0	0	NA	0	0
+mz_137.245348217077	137.245348217077	0.0352140035894182	0	0.105642010768255	300	0.316926032304764	3
+mz_137.272800031902	137.272800031902	0	0	0	NA	0	0
+mz_137.300257337639	137.300257337639	0	0	0	NA	0	0
+mz_137.327720135386	137.327720135386	0.00630076436532868	0	0.018902293095986	300	0.0567068792879581	2
+mz_137.355188426242	137.355188426242	0	0	0	NA	0	0
+mz_137.382662211306	137.382662211306	0	0	0	NA	0	0
+mz_137.410141491676	137.410141491676	3.69976432997831e-20	0	1.10992929899349e-19	300	3.32978789698048e-19	1
+mz_137.437626268452	137.437626268452	0	0	0	NA	0	0
+mz_137.465116542733	137.465116542733	0	0	0	NA	0	0
+mz_137.492612315619	137.492612315619	1.77961515469684e-06	0	5.33884546409051e-06	300	1.60165363922715e-05	1
+mz_137.52011358821	137.52011358821	0	0	0	NA	0	0
+mz_137.547620361605	137.547620361605	0	0	0	NA	0	0
+mz_137.575132636904	137.575132636904	5.69659136494415e-06	0	1.13041439566882e-05	198.436981565011	5.12693222844973e-05	2
+mz_137.60265041521	137.60265041521	0	0	0	NA	0	0
+mz_137.630173697621	137.630173697621	0	0	0	NA	0	0
+mz_137.657702485239	137.657702485239	0.00631715053082694	0	0.0189492826616648	299.965665994415	0.0568543547774425	3
+mz_137.685236779166	137.685236779166	0	0	0	NA	0	0
+mz_137.712776580502	137.712776580502	0	0	0	NA	0	0
+mz_137.740321890349	137.740321890349	0.0280863871500543	1.28359102457249e-30	0.0842461433438816	299.95364976559	0.252777484350489	5
+mz_137.767872709809	137.767872709809	0	0	0	NA	0	0
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+mz_137.822990881976	137.822990881976	0.0115348818826533	0	0.034600885821039	299.967404721096	0.10381393694388	4
+mz_137.850558236888	137.850558236888	0	0	0	NA	0	0
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+mz_137.905709489882	137.905709489882	0.0073795591364261	0	0.0176753420006834	239.517587350666	0.0664160322278349	4
+mz_137.93329339017	137.93329339017	0	0	0	NA	0	0
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+mz_137.988477743845	137.988477743845	0.0903909494065576	0	0.266661427342376	295.008990494164	0.813518544659019	3
+mz_138.016078199439	138.016078199439	0	0	0	NA	0	0
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+mz_138.071295673662	138.071295673662	0.109387507041295	0	0.217102494642012	198.471014208279	0.984487563371658	2
+mz_138.098912694498	138.098912694498	0	0	0	NA	0	0
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+mz_138.154163309147	138.154163309147	0.106413908302784	0	0.290266657607535	272.77135314082	0.957725174725056	3
+mz_138.181796905168	138.181796905168	0	0	0	NA	0	0
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+mz_138.237080680132	138.237080680132	0.0520080813706184	0	0.156020794505456	299.993367172355	0.468072732335566	4
+mz_138.264730861286	138.264730861286	0	0	0	NA	0	0
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+mz_138.430748129312	138.430748129312	0	0	0	NA	0	0
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+mz_138.680147869204	138.680147869204	0.000171457387093849	0	0.000508741327913774	296.715899231165	0.00154311648384464	2
+mz_138.707886672659	138.707886672659	0	0	0	NA	0	0
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+mz_138.763380925623	138.763380925623	0.0138534139293445	0	0.0415414005522876	299.863995720895	0.124680725364101	4
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+mz_138.846663936861	138.846663936861	0.0293139415193144	1.52076073962491e-30	0.0879361035926766	299.980483807465	0.263825473673829	5
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+mz_138.9299969329	138.9299969329	0.00949744352775669	1.45969136307144e-30	0.0284918231214022	299.994656858276	0.0854769917498102	5
+mz_138.957785711164	138.957785711164	0	0	0	NA	0	0
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+mz_139.013379943739	139.013379943739	0.000915844309646669	0	0.00274753290943102	299.999997869836	0.00824259878682002	4
+mz_139.041185400274	139.041185400274	0	0	0	NA	0	0
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+mz_139.096812999397	139.096812999397	5.27721126057183e-10	0	1.58316337817155e-09	300	4.74949013451464e-09	2
+mz_139.124635144212	139.124635144212	0	0	0	NA	0	0
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+mz_139.18029612991	139.18029612991	2.47146944884788e-10	0	7.41440834654365e-10	300	2.22432250396309e-09	1
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+mz_139.263829365331	139.263829365331	4.06486585132389e-10	0	1.10314822667558e-09	271.386133521797	3.6583792661915e-09	2
+mz_139.291684916759	139.291684916759	0	0	0	NA	0	0
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+mz_139.403162850292	139.403162850292	1.28620680122917e-06	1.48319767548303e-34	3.85848295715212e-06	299.989313807449	1.15758612110625e-05	5
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+mz_139.48682984587	139.48682984587	2.34351118009193e-07	0	7.03053349559441e-07	299.999998093399	2.10916006208274e-06	4
+mz_139.514730001855	139.514730001855	0	0	0	NA	0	0
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+mz_139.738132244738	139.738132244738	7.12635923579355e-15	0	2.13790777073807e-14	300	6.4137233122142e-14	1
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+mz_139.822000282259	139.822000282259	2.61447770790281e-14	0	7.74461896362632e-14	296.220500951933	2.35302993711253e-13	3
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+mz_139.905918655703	139.905918655703	1.38958042479937e-10	0	4.16849481472002e-10	299.982263734169	1.25062238231943e-09	4
+mz_139.933902637832	139.933902637832	0	0	0	NA	0	0
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+mz_139.989887395279	139.989887395279	4.10465049257563e-11	0	1.2313771675937e-10	299.995619559078	3.69418544331807e-10	4
+mz_140.017888172836	140.017888172836	0	0	0	NA	0	0
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+mz_140.073906531216	140.073906531216	3.32277186349843e-12	0	9.96831551667115e-12	299.999997778236	2.99049467714859e-11	3
+mz_140.101924114281	140.101924114281	0	0	0	NA	0	0
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+mz_140.242096113181	140.242096113181	1.09060188506691e-18	0	3.27180565520074e-18	300	9.81541696560222e-18	1
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+mz_140.326266619756	140.326266619756	2.10776557244389e-18	0	5.85708469854049e-18	277.881220526313	1.8969890151995e-17	2
+mz_140.354334679886	140.354334679886	0	0	0	NA	0	0
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+mz_140.41048764379	140.41048764379	9.99045188536069e-15	0	2.99678332037903e-14	299.964741812161	8.99140669682462e-14	4
+mz_140.438572549809	140.438572549809	0	0	0	NA	0	0
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+mz_140.4947592156	140.4947592156	5.76167970801231e-15	0	1.72844797523692e-14	299.990291517472	5.18551173721108e-14	4
+mz_140.52286097762	140.52286097762	0	0	0	NA	0	0
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+mz_140.579081365526	140.579081365526	9.59219454932721e-16	0	2.87765834627856e-15	299.999998069305	8.63297509439449e-15	3
+mz_140.607199993662	140.607199993662	0	0	0	NA	0	0
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+mz_140.945062547664	140.945062547664	0	0	0	NA	0	0
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+mz_141.001451849979	141.001451849979	0.038473109404246	3.44220368101573e-30	0.115419328212738	300	0.346257984638214	5
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+mz_141.764919199132	141.764919199132	0	0	0	NA	0	0
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+mz_141.850003673725	141.850003673725	0	0	0	NA	0	0
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+mz_145.324647390646	145.324647390646	0.0361207127571106	0	0.0732261021096699	202.726071885874	0.325086414813995	3
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+mz_145.411868343041	145.411868343041	0.00543159110515666	6.4300975906677e-18	0.0133164638868359	245.166906510939	0.04888431994641	5
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+mz_145.499141643709	145.499141643709	3.64820577184837e-05	9.68094862406922e-19	9.99546878178998e-05	273.983141491653	0.000328338519466353	7
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+mz_145.586467324071	145.586467324071	0.00855901584595308	1.89912217101981e-22	0.0256747567123513	299.973234942555	0.0770311426135777	5
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+mz_145.673845415563	145.673845415563	0.0394543865902727	2.01886103279503e-23	0.118363083914556	299.99980773681	0.355089479312454	5
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+mz_161.349075319502	161.349075319502	1.12753027943017e-14	0	3.38259083828931e-14	299.999999999892	1.01477725148716e-13	4
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+mz_161.445913813659	161.445913813659	0	0	0	NA	0	0
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+mz_161.510505096796	161.510505096796	2.20012726995405e-16	0	6.60037978499521e-16	299.999907965918	1.98011454295864e-15	3
+mz_161.542810428348	161.542810428348	0	0	0	NA	0	0
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+mz_161.672096384609	161.672096384609	1.50802336340058e-24	1.98077203639412e-34	4.52406757690432e-24	299.999833338297	1.35722102706052e-23	7
+mz_161.704434037651	161.704434037651	0	0	0	NA	0	0
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+mz_161.769128749562	161.769128749562	0	0	0	NA	0	0
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+mz_161.833849344533	161.833849344533	8.72385573484638e-19	0	2.61715672045266e-18	299.999999999856	7.85147016136174e-18	4
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+mz_161.963368225085	161.963368225085	0	0	0	NA	0	0
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+mz_162.028166531389	162.028166531389	0	0	0	NA	0	0
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+mz_162.287619105413	162.287619105413	0	0	0	NA	0	0
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+mz_162.41750114702	162.41750114702	5.24997997513709e-23	0	1.57499399254058e-22	299.999999999896	4.72498197762338e-22	3
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+mz_162.677577155046	162.677577155046	1.75270623812038e-06	0	5.25811871436114e-06	300	1.57743561430834e-05	2
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+mz_162.872907423004	162.872907423004	0	0	0	NA	0	0
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+mz_162.938069617761	162.938069617761	0	0	0	NA	0	0
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+mz_163.10108918412	163.10108918412	0	0	0	NA	0	0
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+mz_163.427617783333	163.427617783333	4.19132629758678e-06	0	1.25739788927604e-05	300	3.77219366782811e-05	2
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+mz_167.296918313998	167.296918313998	0	0	0	NA	0	0
+mz_167.330381043934	167.330381043934	1.72907787616246e-10	0	5.17839280686341e-10	299.488697313994	1.55617008854621e-09	4
+mz_167.363850467085	167.363850467085	0	0	0	NA	0	0
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+mz_167.430809398389	167.430809398389	2.31180136837756e-11	0	6.93540410258322e-11	299.99999988972	2.0806212315398e-10	2
+mz_167.464298909219	167.464298909219	0	0	0	NA	0	0
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+mz_167.531298027937	167.531298027937	0	0	0	NA	0	0
+mz_167.564807638504	167.564807638504	0	0	0	NA	0	0
+mz_167.598323951663	167.598323951663	1.68905968260238e-31	0	5.06717904780714e-31	300	1.52015371434214e-30	1
+mz_167.631846968755	167.631846968755	0	0	0	NA	0	0
+mz_167.665376691121	167.665376691121	1.61446107258645e-14	0	4.84338317696516e-14	299.999997473201	1.4530149653278e-13	3
+mz_167.698913120102	167.698913120102	0	0	0	NA	0	0
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+mz_167.93385602091	167.93385602091	0	0	0	NA	0	0
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+mz_168.101873872415	168.101873872415	0	0	0	NA	0	0
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+mz_168.505802891993	168.505802891993	1.51647681276599e-06	0	4.54943043829796e-06	300	1.36482913148939e-05	2
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+mz_168.606936711177	168.606936711177	0	0	0	NA	0	0
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+mz_168.775627980027	168.775627980027	0	0	0	NA	0	0
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+mz_168.876923742843	168.876923742843	0	0	0	NA	0	0
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+mz_169.045885133764	169.045885133764	0	0	0	NA	0	0
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+mz_169.113517013518	169.113517013518	0	0	0	NA	0	0
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+mz_169.418195473508	169.418195473508	0.0160870371131144	0	0.0482595966245334	299.990584252407	0.14478333401803	4
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+mz_169.519876892507	169.519876892507	0	0	0	NA	0	0
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+mz_169.587698406888	169.587698406888	2.51961036054935e-06	0	7.55883108164805e-06	300	2.26764932449441e-05	2
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+mz_169.927213206462	169.927213206462	0.0122837216308809	0	0.0368438260484505	299.940255531566	0.110553494677929	4
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+mz_179.104634964562	179.104634964562	0	0	0	NA	0	0
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+mz_179.212129991182	179.212129991182	0	0	0	NA	0	0
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+mz_179.319689534171	179.319689534171	1.6815219762461e-18	0	5.04456592873831e-18	300	1.51336977862149e-17	1
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+mz_179.427313632251	179.427313632251	9.17354959205567e-06	0	1.92264283077543e-05	209.585483948378	8.2561946328501e-05	3
+mz_179.463202683883	179.463202683883	0	0	0	NA	0	0
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+mz_179.678687793029	179.678687793029	1.46994373411327e-06	0	2.92529577278619e-06	199.007329661556	1.32294936070194e-05	3
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+mz_180.507113678385	180.507113678385	0.00197788555593389	0	0.00593365666765311	299.999999992489	0.017800970003405	4
+mz_180.543218711624	180.543218711624	0	0	0	NA	0	0
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+mz_180.76000061793	180.76000061793	0.0152217718876133	1.95907345411494e-22	0.0356523168944576	234.219229914157	0.13699594698852	5
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+mz_180.940851029286	180.940851029286	0	0	0	NA	0	0
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+mz_181.049448116134	181.049448116134	0	0	0	NA	0	0
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+mz_191.592397964587	191.592397964587	9.35271493980208e-15	0	2.80581448194063e-14	300	8.41744344582188e-14	3
+mz_191.630720276411	191.630720276411	0	0	0	NA	0	0
+mz_191.669050253464	191.669050253464	1.78667934758412e-15	0	5.36003804275237e-15	300	1.60801141282571e-14	2
+mz_191.707387897279	191.707387897279	0	0	0	NA	0	0
+mz_191.745733209389	191.745733209389	2.81661152244848e-31	0	8.44983456734543e-31	300	2.53495037020363e-30	1
+mz_191.78408619133	191.78408619133	0	0	0	NA	0	0
+mz_191.822446844633	191.822446844633	1.62166049361977e-31	0	4.8649814808593e-31	300	1.45949444425779e-30	1
+mz_191.860815170835	191.860815170835	0	0	0	NA	0	0
+mz_191.899191171469	191.899191171469	2.69731336972577e-32	0	8.09194010917731e-32	300	2.42758203275319e-31	1
+mz_191.937574848071	191.937574848071	0	0	0	NA	0	0
+mz_191.975966202176	191.975966202176	0	0	0	NA	0	0
+mz_192.01436523532	192.01436523532	2.66640846769781e-39	0	7.99922540309343e-39	300	2.39976762092803e-38	1
+mz_192.052771949038	192.052771949038	0	0	0	NA	0	0
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+mz_192.129608424344	192.129608424344	0	0	0	NA	0	0
+mz_192.168038189006	192.168038189006	3.0547005688621e-19	0	9.1641017065863e-19	300	2.74923051197589e-18	1
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+mz_192.244920780031	192.244920780031	2.73173955963968e-20	0	8.19521867891905e-20	300	2.45856560367572e-19	1
+mz_192.28337360947	192.28337360947	0	0	0	NA	0	0
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+mz_192.398778251951	192.398778251951	4.95857821561135e-36	0	1.4875734646834e-35	300	4.46272039405021e-35	1
+mz_192.437261855962	192.437261855962	0	0	0	NA	0	0
+mz_192.475753157463	192.475753157463	0	0	0	NA	0	0
+mz_192.514252157995	192.514252157995	3.20778039910733e-37	0	9.62334119732198e-37	300	2.88700235919659e-36	1
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+mz_192.629795369172	192.629795369172	0	0	0	NA	0	0
+mz_192.668325181227	192.668325181227	4.20515565403365e-23	0	1.26154669621009e-22	300	3.78464008863028e-22	1
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+mz_192.938249740484	192.938249740484	0	0	0	NA	0	0
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+mz_193.054047426546	193.054047426546	0	0	0	NA	0	0
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+mz_193.131284492158	193.131284492158	0	0	0	NA	0	0
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+mz_193.208552458775	193.208552458775	0	0	0	NA	0	0
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+mz_193.363181144485	193.363181144485	0	0	0	NA	0	0
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+mz_193.440541888318	193.440541888318	0	0	0	NA	0	0
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+mz_193.517933582638	193.517933582638	5.59166518440988e-06	0	1.67749955532296e-05	300	5.03249866596889e-05	1
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+mz_193.94414169496	193.94414169496	0	0	0	NA	0	0
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+mz_194.021734869497	194.021734869497	0	0	0	NA	0	0
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+mz_194.099359087513	194.099359087513	0.00100321009026478	0	0.00300962898222188	299.999871555075	0.00902889081238301	2
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+mz_194.565757004507	194.565757004507	2.55674678927301e-07	0	7.67023937302685e-07	299.999961091486	2.30107211034571e-06	2
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+mz_194.916290754014	194.916290754014	0	0	0	NA	0	0
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+mz_195.150330699582	195.150330699582	3.64719967671022e-12	0	1.09415930291155e-11	299.99983546239	3.2824797090392e-11	2
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+mz_195.775811996236	195.775811996236	0	0	0	NA	0	0
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+mz_195.854137985449	195.854137985449	0	0	0	NA	0	0
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+mz_195.971685729429	195.971685729429	0	0	0	NA	0	0
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+mz_197.30883434968	197.30883434968	0	0	0	NA	0	0
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+mz_198.020426252617	198.020426252617	0	0	0	NA	0	0
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+mz_198.218545722756	198.218545722756	0	0	0	NA	0	0
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+mz_226.596338201024	226.596338201024	7.55479904136923e-15	0	2.26643971241077e-14	300	6.79931913723231e-14	2
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+mz_233.26384358469	233.26384358469	0.0879498457449264	9.4762052352369e-35	0.175581799730318	199.638553363178	0.791548611704338	5
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+mz_233.450529324519	233.450529324519	0	0	0	NA	0	0
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+mz_233.543928215093	233.543928215093	0	0	0	NA	0	0
+mz_233.590641672082	233.590641672082	2.33966321388183e-07	0	7.01898889858191e-07	299.999968240576	2.10569689249364e-06	2
+mz_233.637364472697	233.637364472697	0	0	0	NA	0	0
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+mz_233.730838112279	233.730838112279	4.38764055309895e-06	0	1.3162921570722e-05	299.999997981264	3.94887649778905e-05	4
+mz_233.777588954986	233.777588954986	0	0	0	NA	0	0
+mz_233.824349148796	233.824349148796	4.41882932969222e-06	0	9.79294372446531e-06	221.618510103159	3.97694639672299e-05	4
+mz_233.87111869558	233.87111869558	0	0	0	NA	0	0
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+mz_233.964685855555	233.964685855555	0	0	0	NA	0	0
+mz_234.011483472488	234.011483472488	7.66831141054938e-08	0	2.29227013062412e-07	298.927626683317	6.90148026949444e-07	2
+mz_234.05829044988	234.05829044988	0	0	0	NA	0	0
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+mz_234.151932493532	234.151932493532	5.50256195310871e-13	0	1.6507611681964e-12	299.998651948624	4.95230575779784e-12	2
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+mz_234.339328988755	234.339328988755	4.05192658170671e-10	0	8.12096125652876e-10	200.422221201948	3.64673392353604e-09	4
+mz_234.386201541809	234.386201541809	0	0	0	NA	0	0
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+mz_234.479974776134	234.479974776134	2.20309793598562e-11	0	6.60115563127434e-11	299.630603045394	1.98278814238706e-10	2
+mz_234.526875461158	234.526875461158	0	0	0	NA	0	0
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+mz_234.71457203077	234.71457203077	0	0	0	NA	0	0
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+mz_234.808476639565	234.808476639565	0	0	0	NA	0	0
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+mz_234.902418817717	234.902418817717	2.0211606199817e-14	0	4.55490399533384e-14	225.360812510541	1.81904455798353e-13	3
+mz_234.949403999999	234.949403999999	0	0	0	NA	0	0
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+mz_235.043402560371	235.043402560371	0	0	0	NA	0	0
+mz_235.090415942221	235.090415942221	0.000698262722128232	0	0.0020947881663838	299.999999999872	0.00628436449915409	3
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+mz_235.231512516997	235.231512516997	0.0449619789918264	0	0.134885936975479	300	0.404657810926437	2
+mz_235.278563524601	235.278563524601	0	0	0	NA	0	0
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+mz_235.37269377512	235.37269377512	0	0	0	NA	0	0
+mz_235.419773021799	235.419773021799	0.000710951423065532	2.45056269829505e-27	0.00213285426919659	299.999999999999	0.00639856280758979	5
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+mz_235.608184195266	235.608184195266	0	0	0	NA	0	0
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+mz_235.702446320426	235.702446320426	0	0	0	NA	0	0
+mz_235.749591524211	235.749591524211	3.68603731557313e-06	0	1.10581119467194e-05	300	3.31743358401582e-05	3
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+mz_235.843910223617	235.843910223617	1.74443751651173e-06	0	5.23331254953519e-06	300	1.56999376486056e-05	4
+mz_235.891083723012	235.891083723012	0	0	0	NA	0	0
+mz_235.93826665805	235.93826665805	0.00032884467704106	4.2510683027431e-30	0.000985669750173676	299.737176542652	0.00295960209336954	5
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+mz_236.221562522507	236.221562522507	0	0	0	NA	0	0
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+mz_236.59981954873	236.59981954873	3.98498862826576e-06	0	1.19549658847973e-05	300	3.58648976543918e-05	4
+mz_236.64714424511	236.64714424511	8.57074357756776e-07	0	2.57122307327033e-06	300	7.71366921981098e-06	3
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+mz_236.978682270625	236.978682270625	0.0103123444649918	2.02999788670662e-38	0.0309370333949721	299.999999999967	0.0928111001849266	5
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+mz_237.120912145157	237.120912145157	0	0	0	NA	0	0
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+mz_237.215779482533	237.215779482533	0	0	0	NA	0	0
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+mz_237.310684774436	237.310684774436	6.12795020341592e-19	0	1.83838506102478e-18	300	5.51515518307433e-18	2
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+mz_237.976085820759	237.976085820759	0	0	0	NA	0	0
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+mz_238.07129529603	238.07129529603	0.00155338872638014	0	0.00466016617914041	300	0.0139804985374212	2
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+mz_792.799373588536	792.799373588536	5.37186654710041e-23	0	1.06106618852881e-22	197.522812457348	4.83467989239037e-22	3
+mz_792.957949320827	792.957949320827	1.69713253023675e-14	0	5.09139759071025e-14	300	1.52741927721307e-13	1
+mz_793.116556771436	793.116556771436	1.4660964070578e-14	0	4.3982892211648e-14	299.999999999414	1.31948676635202e-13	4
+mz_793.275195946708	793.275195946708	0.000983863034182125	0	0.00295158910254637	300	0.00885476730763912	4
+mz_793.433866852988	793.433866852988	0.0479348533683353	0	0.143804560105006	300	0.431413680315018	1
+mz_793.592569496623	793.592569496623	0.00476591989475613	1.45595742877594e-30	0.0142977596842684	300	0.0428932790528052	5
+mz_793.751303883961	793.751303883961	3.33866179304183e-20	0	1.00159853787774e-19	299.999999989573	3.00479561373765e-19	4
+mz_793.910070021352	793.910070021352	2.21650509902598e-31	0	4.40421708730683e-31	198.700967989752	1.99485458912338e-30	3
+mz_794.068867915145	794.068867915145	2.89954383940009e-06	0	8.69863151820027e-06	300	2.60958945546008e-05	2
+mz_794.227697571694	794.227697571694	8.35200921756041e-08	2.59766464144063e-34	2.50560276526812e-07	300	7.51680829580437e-07	5
+mz_794.386558997351	794.386558997351	3.93422431687284e-35	0	7.61404638322959e-35	193.533610947779	3.54080188518556e-34	3
+mz_794.545452198471	794.545452198471	0.0374703211709857	0	0.109568835592831	292.414989166609	0.337232890538871	2
+mz_794.704377181409	794.704377181409	0.15831301940812	1.39839147066058e-38	0.342155960501196	216.126230034904	1.42481717467308	5
+mz_794.863333952522	794.863333952522	0.061700455553364	2.09150662162954e-38	0.147614505083265	239.243784765243	0.555304099980276	6
+mz_795.022322518169	795.022322518169	0.0108078516398867	0	0.0324235549196601	300	0.0972706647589803	1
+mz_795.18134288471	795.18134288471	1.03806936143277e-05	0	2.06207299669125e-05	198.645010950437	9.34262425289489e-05	3
+mz_795.340395058504	795.340395058504	4.27814623233442e-06	0	8.1280368419713e-06	189.989691809486	3.85033160910098e-05	4
+mz_795.499479045915	795.499479045915	1.34739204642958e-06	0	4.04217613928874e-06	300	1.21265284178662e-05	1
+mz_795.658594853305	795.658594853305	2.41733044100319e-07	0	7.24443858335399e-07	299.687558658615	2.17559739690287e-06	3
+mz_795.817742487039	795.817742487039	6.82981933354378e-10	0	1.46305214500577e-09	214.215350883467	6.1468374001894e-09	3
+mz_795.976921953483	795.976921953483	1.97925830865682e-10	0	4.47965241832071e-10	226.329852891245	1.78133247779114e-09	3
+mz_796.136133259004	796.136133259004	4.59929004603676e-11	0	1.37978701381103e-10	300	4.13936104143309e-10	1
+mz_796.295376409971	796.295376409971	4.93382472915889e-14	0	9.79336915953797e-14	198.494468229874	4.440442256243e-13	3
+mz_796.454651412753	796.454651412753	2.04924542989995e-14	0	3.94621959061835e-14	192.56939813261	1.84432088690996e-13	3
+mz_796.613958273722	796.613958273722	0.0640500783920358	0	0.192150235176084	299.999999999963	0.576450705528322	2
+mz_796.773296999249	796.773296999249	0.0406853891909122	0	0.122056167572737	300	0.36616850271821	3
+mz_796.932667595709	796.932667595709	1.45479372341066e-18	0	3.89552090887857e-18	267.771357972718	1.30931435106959e-17	2
+mz_797.092070069475	797.092070069475	3.53827797679273e-07	0	1.06148339303488e-06	299.99999999917	3.18445017911345e-06	2
+mz_797.251504426925	797.251504426925	4.13144920862074e-06	0	1.23943476258622e-05	299.999999999999	3.71830428775867e-05	2
+mz_797.410970674435	797.410970674435	1.09320730403953e-06	0	3.27962191211858e-06	300	9.83886573635573e-06	3
+mz_797.570468818384	797.570468818384	9.69305316816355e-23	0	1.9109331645976e-22	197.144607735567	8.7237478513472e-22	3
+mz_797.729998865153	797.729998865153	3.54466308157491e-10	0	1.06339892447237e-09	299.999999999971	3.19019677341742e-09	2
+mz_797.889560821122	797.889560821122	0.0289176803618284	0	0.086753040485471	299.999997925095	0.260259123256456	3
+mz_798.049154692673	798.049154692673	0.0374488714668486	0	0.112346614400546	300	0.337039843201637	3
+mz_798.208780486191	798.208780486191	0.000266989253263465	0	0.000800967759759802	299.999999988541	0.00240290327937119	3
+mz_798.368438208061	798.368438208061	2.34458102407087e-14	0	7.0337430722126e-14	299.999999999999	2.11012292166378e-13	2
+mz_798.528127864668	798.528127864668	0.00141713557604831	0	0.0042384206336443	299.083637817008	0.0127542201844348	4
+mz_798.687849462401	798.687849462401	0.181158882302081	0	0.543476171075702	299.999737340761	1.63042994071873	4
+mz_798.847603007648	798.847603007648	0.0144867946704229	0	0.0434603840112686	300	0.130381152033806	3
+mz_799.007388506799	799.007388506799	2.4237529276071e-10	0	7.27125877994982e-10	299.999999881527	2.18137763484639e-09	3
+mz_799.167205966246	799.167205966246	3.01763521578143e-11	0	9.05290564734429e-11	300	2.71587169420329e-10	3
+mz_799.327055392382	799.327055392382	1.10960895597907e-05	0	3.32882668224669e-05	299.999983265229	9.98648060381163e-05	4
+mz_799.486936791601	799.486936791601	2.06164372684725e-07	0	6.18493118054175e-07	300	1.85547935416253e-06	3
+mz_799.646850170297	799.646850170297	0.051657970580808	0	0.154973911742362	299.999999999881	0.464921735227272	4
+mz_799.806795534868	799.806795534868	0.0394212479392693	0	0.118263743817806	299.999999999995	0.354791231453424	2
+mz_799.96677289171	799.96677289171	8.54203856374182e-27	0	2.56261156912255e-26	300	7.68783470736764e-26	1
--- a/test-data/features_test6.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/features_test6.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,9 +1,25 @@
 mz	r	k	s	classes	centers	tstatistics	p.values	adj.p.values
-928.859680175781	2	3	2	B	43.951696	0.541815	0.607464	1
-912.877136230469	2	3	2	B	55.419364	0.437808	0.676846	1
-913.887756347656	2	3	2	B	24.914021	0.39334	0.707664	1
-930.862670898438	2	3	2	B	9.285831	0.298582	0.77533	1
-913.923889160156	2	3	2	B	12.149184	0.096006	0.926642	1
+928.859680175781	2	3	2	B	46.866973	1.152552	0.313286	1
+912.877136230469	2	3	2	B	58.999545	0.929502	0.405243	1
+913.887756347656	2	3	2	B	26.415843	0.909835	0.414375	1
+930.862670898438	2	3	2	B	9.993604	0.863196	0.436714	1
+913.923889160156	2	3	2	B	12.760526	0.476861	0.658344	1
+900.3271484375	2	3	2	A	6.121557	0.376277	0.722149	1
+913.743347167969	2	3	2	B	3.417349	0.264134	0.804727	1
+913.165832519531	2	3	2	B	3.829102	0.194428	0.855316	1
+931.846740722656	2	3	2	B	4.546124	0.193106	0.856285	1
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+944.834045410156	2	3	2	B	11.957613	0.164794	0.877099	1
+917.103881835938	2	3	2	B	9.707931	0.126322	0.905572	1
+955.805419921875	2	3	2	B	2.960784	0.111464	0.916618	1
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+912.768920898438	2	3	2	B	4.709596	0.063477	0.952432	1
+943.989868164062	2	3	2	B	2.730518	0.038768	0.970933	1
+933.451599121094	2	3	2	A	3.775416	0.027483	0.979138	1
+914.862854003906	2	3	2	B	7.511109	0.007433	0.994425	1
 900.004699707031	2	3	2	A	2.291667	0	1	1
 900.04052734375	2	3	2	A	3.125	0	1	1
 900.076354980469	2	3	2	A	3.333333	0	1	1
@@ -13,7 +29,6 @@
 900.219665527344	2	3	2	A	3.666667	0	1	1
 900.255493164062	2	3	2	A	3.916667	0	1	1
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-900.3271484375	2	3	2	A	5.791667	0	1	1
 900.362976074219	2	3	2	A	11.541667	0	1	1
 900.398864746094	2	3	2	A	26.208333	0	1	1
 900.434692382812	2	3	2	A	30.041667	0	1	1
@@ -213,7 +228,6 @@
 907.400573730469	2	3	2	A	30	0	1	1
 907.4365234375	2	3	2	A	13.5	0	1	1
 907.472534179688	2	3	2	A	8.916667	0	1	1
-907.508483886719	2	3	2	A	6.291667	0	1	1
 907.544494628906	2	3	2	A	5.208333	0	1	1
 907.580444335938	2	3	2	A	4.125	0	1	1
 907.616455078125	2	3	2	A	4.041667	0	1	1
@@ -624,7 +638,6 @@
 922.246887207031	2	3	2	A	3.125	0	1	1
 922.283142089844	2	3	2	A	4.25	0	1	1
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 922.42822265625	2	3	2	A	4.666667	0	1	1
 922.464538574219	2	3	2	A	3.375	0	1	1
@@ -929,7 +942,6 @@
 933.342102050781	2	3	2	A	7.416667	0	1	1
 933.378601074219	2	3	2	A	8.5	0	1	1
 933.415100097656	2	3	2	A	6.416667	0	1	1
-933.451599121094	2	3	2	A	3.75	0	1	1
 933.488037109375	2	3	2	A	3.166667	0	1	1
 933.524536132812	2	3	2	A	2.916667	0	1	1
 933.56103515625	2	3	2	A	2.958333	0	1	1
@@ -3077,17 +3089,14 @@
 912.66064453125	2	3	2	B	2.708333	0	1	1
 912.696716308594	2	3	2	B	2.708333	0	1	1
 912.732788085938	2	3	2	B	2.75	0	1	1
-912.768920898438	2	3	2	B	4.625	0	1	1
 912.804992675781	2	3	2	B	16.708333	0	1	1
 912.841064453125	2	3	2	B	39.916667	0	1	1
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 912.985412597656	2	3	2	B	8.166667	0	1	1
-913.021484375	2	3	2	B	6.25	0	1	1
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-913.165832519531	2	3	2	B	3.666667	0	1	1
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 913.274108886719	2	3	2	B	5	0	1	1
@@ -3103,7 +3112,6 @@
 913.635070800781	2	3	2	B	3.708333	0	1	1
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 913.707275390625	2	3	2	B	3.333333	0	1	1
-913.743347167969	2	3	2	B	3.208333	0	1	1
 913.779479980469	2	3	2	B	4.916667	0	1	1
 913.815551757812	2	3	2	B	11.25	0	1	1
 913.851684570312	2	3	2	B	21.875	0	1	1
@@ -3132,7 +3140,6 @@
 914.754516601562	2	3	2	B	2.541667	0	1	1
 914.790588378906	2	3	2	B	3.375	0	1	1
 914.826721191406	2	3	2	B	4.875	0	1	1
-914.862854003906	2	3	2	B	7.5	0	1	1
 914.898986816406	2	3	2	B	6.666667	0	1	1
 914.935119628906	2	3	2	B	4.541667	0	1	1
 914.971252441406	2	3	2	B	3.583333	0	1	1
@@ -3194,7 +3201,6 @@
 916.995361328125	2	3	2	B	3.75	0	1	1
 917.031555175781	2	3	2	B	3.791667	0	1	1
 917.067687988281	2	3	2	B	5.625	0	1	1
-917.103881835938	2	3	2	B	9.5	0	1	1
 917.140075683594	2	3	2	B	13.166667	0	1	1
 917.176208496094	2	3	2	B	9.416667	0	1	1
 917.21240234375	2	3	2	B	6.791667	0	1	1
@@ -3545,7 +3551,6 @@
 929.769836425781	2	3	2	B	7.75	0	1	1
 929.806274414062	2	3	2	B	16.75	0	1	1
 929.842712402344	2	3	2	B	21.708333	0	1	1
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@@ -3598,7 +3603,6 @@
 931.737365722656	2	3	2	B	2.416667	0	1	1
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@@ -3742,7 +3746,6 @@
 936.994323730469	2	3	2	B	2	0	1	1
 937.030883789062	2	3	2	B	2.333333	0	1	1
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 937.213684082031	2	3	2	B	2.5	0	1	1
@@ -3930,7 +3933,6 @@
 943.879821777344	2	3	2	B	2.25	0	1	1
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@@ -3953,7 +3955,6 @@
 944.723937988281	2	3	2	B	4.041667	0	1	1
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 944.944152832031	2	3	2	B	2.958333	0	1	1
@@ -4251,7 +4252,6 @@
 955.694702148438	2	3	2	B	2.541667	0	1	1
 955.731628417969	2	3	2	B	2.25	0	1	1
 955.768493652344	2	3	2	B	2.5	0	1	1
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 955.842346191406	2	3	2	B	2.833333	0	1	1
 955.879272460938	2	3	2	B	2.625	0	1	1
 955.916198730469	2	3	2	B	2.916667	0	1	1
@@ -5435,2721 +5435,2721 @@
 999.908935546875	2	3	2	B	1.958333	0	1	1
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 999.984497070312	2	3	2	B	1.916667	0	1	1
-900.004699707031	2	3	2	C	2.291667	0	NA	NA
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-900.112182617188	2	3	2	C	3.458333	0	NA	NA
-900.148010253906	2	3	2	C	3.291667	0	NA	NA
-900.183837890625	2	3	2	C	3.375	0	NA	NA
-900.219665527344	2	3	2	C	3.666667	0	NA	NA
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-900.434692382812	2	3	2	C	30.041667	0	NA	NA
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+945.825500488281	2	3	2	C	6.412327	-0.331486	0.745995	1
--- a/test-data/int_matrix1.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/int_matrix1.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,1200 +1,1200 @@
 mz_name	xy_1_1	xy_2_1	xy_3_1	xy_1_2	xy_2_2	xy_3_2	xy_1_3	xy_2_3	xy_3_3
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-mz_398.17	0	0	0.428542405366898	1.40762135281136e-09	0	0	0	0	1.81789914120271e-26
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 mz_398.25	0	0	0.303975909948349	8.02108046649153e-10	0	0	0	0	2.6856332332152e-27
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 mz_398.5	0	0	0	0	0	0	0	1.30501076268597e-38	0
-mz_398.58	0	0	0	0	0	0	0	0	5.28061120609724e-31
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 mz_398.75	0	0	0.234551697969437	0.642472565174103	0	0	0	0	5.27295168490728e-31
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+mz_398.833343505859	0	0	0.197811514139175	0.546955585479736	0	0	0	0	2.30524654303423e-32
+mz_398.916687011719	0	0	0.0379873886704445	0.110048480331898	0	0	0	0	0
 mz_399	0	0	0	0	0	0	0	0	0
-mz_399.08	0	0	0	0	0	0	0	0	0
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-mz_399.33	0	0	2.07495213544462e-05	5.57731582375709e-05	0	0	0	0	1.06668980736874e-35
-mz_399.42	0	0	6.47714978185832e-06	1.83319480129285e-05	0	0	0	0	0
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+mz_399.416687011719	0	0	6.47714978185832e-06	1.83319480129285e-05	0	0	0	0	0
 mz_399.5	0	0	5.85329928526335e-07	1.80955305495445e-06	0	0	0	0	0
-mz_399.58	0	0	0	0	0	0	0	0	0
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 mz_399.75	0	0	0	0	0	0	0	0	0
-mz_399.83	0	0	1.3805676601919e-09	3.41674022408256e-09	0	0	0	0	0
-mz_399.92	0	0	8.89724960373428e-10	2.46927300828759e-09	0	0	0	0	0
+mz_399.833343505859	0	0	1.3805676601919e-09	3.41674022408256e-09	0	0	0	0	0
+mz_399.916687011719	0	0	8.89724960373428e-10	2.46927300828759e-09	0	0	0	0	0
--- a/test-data/int_matrix3.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/int_matrix3.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,1200 +1,1200 @@
 mz_name	xy_1_1	xy_2_1	xy_3_1	xy_1_2	xy_2_2	xy_3_2	xy_1_3	xy_2_3	xy_3_3
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 mz_300.25	0	1.59552115963635e-09	0	0	0	0	0	0	0
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-mz_300.58	0	0	0	0	3.55600786861032e-05	0	0	0	0
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Binary file test-data/kmeans_analyze.pdf has changed
--- a/test-data/mean_out2.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/mean_out2.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,3673 +1,3673 @@
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Binary file test-data/pca_imzml.pdf has changed
Binary file test-data/picked.ibd has changed
--- a/test-data/picked.imzml	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/picked.imzml	Thu Apr 23 08:05:19 2020 -0400
@@ -8,8 +8,8 @@
  <fileDescription>
   <fileContent>
    <cvParam cvRef="MS" accession="MS:1000579" name="MS1 spectrum"/>
-   <cvParam cvRef="IMS" accession="IMS:1000080" name="universally unique identifier" value="{3d75db19-25c6-4579-a1bc-fb0ee0bae869}"/>
-   <cvParam cvRef="IMS" accession="IMS:1000091" name="ibd SHA-1" value="3fbb731b958a3ec73031a5894c29e3ef16586f39"/>
+   <cvParam cvRef="IMS" accession="IMS:1000080" name="universally unique identifier" value="{cb7c9edc-eee3-4159-a8a1-efdf5fc56a13}"/>
+   <cvParam cvRef="IMS" accession="IMS:1000091" name="ibd SHA-1" value="f3e61f4699108e65bb678cfbbd6208be562f11c9"/>
    <cvParam cvRef="IMS" accession="IMS:1000031" name="processed"/>
    <userParam name="MALDIquantForeign" value="MALDIquant object(s) exported to mzML"/>
   </fileContent>
--- a/test-data/picked.imzml.txt	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/picked.imzml.txt	Thu Apr 23 08:05:19 2020 -0400
@@ -1,4 +1,4 @@
 imzML file:
 total 192
--rw-r--r-- 1 meli meli 157984 Dez 11 00:03 ibd
--rw-r--r-- 1 meli meli  35012 Dez 11 00:03 imzml
+-rw-r--r-- 1 meli meli 157984 Apr 21 12:42 ibd
+-rw-r--r-- 1 meli meli  35012 Apr 21 12:42 imzml
Binary file test-data/picked_QC.pdf has changed
--- a/test-data/pixel_out3.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/pixel_out3.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,4 +1,4 @@
-spectra_names	x_values	y_values	pixel_order	peaks_per_spectrum	median_intensity	spectrum_TIC	maximum_intensity	most_abundant_mz	m/z count
+spectra_names	x_values	y_values	pixel_order	peaks_per_spectrum	median_intensity	spectrum_TIC	maximum_intensity	most_abundant_mz	mz_count
 xy_1_1	1	1	1	241	0	22.92	2.48	329.083343505859	0
 xy_2_1	2	1	2	332	0	29.26	2.02	328.916687011719	0
 xy_3_1	3	1	3	415	0	24.43	1.43	328.916687011719	0
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/pixel_out4.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -0,0 +1,10 @@
+spectra_names	x_values	y_values	pixel_order	peaks_per_spectrum	median_intensity	spectrum_TIC	maximum_intensity	most_abundant_mz	mz_count
+xy_1_1	1	1	1	1662	0	121.85	3.05	152.928453433486	7
+xy_2_1	2	1	2	2512	0	182.32	4.76	153.081458377151	8
+xy_3_1	3	1	3	2523	0	161.81	3.48	152.989637050972	17
+xy_1_2	1	2	4	2508	0	200.96	4.6	153.081458377151	16
+xy_2_2	2	2	5	2273	0	135.31	2.38	328.905406095478	10
+xy_3_2	3	2	6	1908	0	108.4	1.97	171.257828125883	9
+xy_1_3	1	3	7	2160	0	127.85	2.27	153.173334812658	8
+xy_2_3	2	3	8	2523	0	168.27	3.83	152.989637050972	15
+xy_3_3	3	3	9	2788	0	243.54	9.24	153.081458377151	8
--- a/test-data/pixels_test6.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/pixels_test6.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -2,24 +2,24 @@
 xy_1_1	1	1	A
 xy_2_1	2	1	A
 xy_3_1	3	1	B
-xy_4_1	4	1	A
-xy_1_2	1	2	A
-xy_2_2	2	2	A
+xy_4_1	4	1	C
+xy_1_2	1	2	C
+xy_2_2	2	2	C
 xy_3_2	3	2	A
 xy_4_2	4	2	A
 xy_1_3	1	3	A
 xy_2_3	2	3	B
-xy_3_3	3	3	A
+xy_3_3	3	3	C
 xy_4_3	4	3	A
-xy_10_1	10	1	A
-xy_11_1	11	1	A
-xy_12_1	12	1	A
+xy_10_1	10	1	C
+xy_11_1	11	1	C
+xy_12_1	12	1	C
 xy_13_1	13	1	B
-xy_10_2	10	2	B
+xy_10_2	10	2	C
 xy_11_2	11	2	B
-xy_12_2	12	2	A
-xy_13_2	13	2	B
-xy_10_3	10	3	A
-xy_11_3	11	3	A
+xy_12_2	12	2	C
+xy_13_2	13	2	C
+xy_10_3	10	3	C
+xy_11_3	11	3	C
 xy_12_3	12	3	B
-xy_13_3	13	3	A
+xy_13_3	13	3	C
Binary file test-data/preprocessing_results3.ibd has changed
--- a/test-data/preprocessing_results3.imzml	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/preprocessing_results3.imzml	Thu Apr 23 08:05:19 2020 -0400
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--- a/test-data/preprocessing_results3.imzml.txt	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/preprocessing_results3.imzml.txt	Thu Apr 23 08:05:19 2020 -0400
@@ -1,4 +1,4 @@
 imzML file:
 total 24
--rw-r--r-- 1 meli meli   136 Mär 24 11:10 ibd
--rw-r--r-- 1 meli meli 18088 Mär 24 11:10 imzml
+-rw-r--r-- 1 meli meli   960 Apr 22 15:36 ibd
+-rw-r--r-- 1 meli meli 18112 Apr 22 15:36 imzml
Binary file test-data/preprocessing_results3.pdf has changed
Binary file test-data/preprocessing_results5.ibd has changed
--- a/test-data/preprocessing_results5.imzml	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/preprocessing_results5.imzml	Thu Apr 23 08:05:19 2020 -0400
@@ -9,8 +9,8 @@
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--- a/test-data/preprocessing_results5.imzml.txt	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/preprocessing_results5.imzml.txt	Thu Apr 23 08:05:19 2020 -0400
@@ -1,4 +1,4 @@
 imzML file:
 total 428
--rw-r--r-- 1 meli meli 415936 Mär 24 10:57 ibd
--rw-r--r-- 1 meli meli  18569 Mär 24 10:57 imzml
+-rw-r--r-- 1 meli meli 415936 Apr 19 21:07 ibd
+-rw-r--r-- 1 meli meli  18569 Apr 19 21:07 imzml
Binary file test-data/preprocessing_results5.pdf has changed
--- a/test-data/sd_out2.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/sd_out2.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,3673 +1,3673 @@
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+mz_1354.01220703125	0.577350269189626	0.577350269189626	2.08166599946613
+mz_1354.05615234375	1	2.08166599946613	0.577350269189626
+mz_1354.10009765625	1	0.577350269189626	1.52752523165195
+mz_1354.14404296875	0.577350269189626	1.52752523165195	0.577350269189626
+mz_1354.18786621094	1	0.577350269189626	2
+mz_1354.23181152344	3.78593889720018	1	1.15470053837925
+mz_1354.27575683594	0.577350269189626	1.52752523165195	0.577350269189626
+mz_1354.31970214844	1.52752523165195	0.577350269189626	0.577350269189626
+mz_1354.36364746094	1	0.577350269189626	1.73205080756888
+mz_1354.40759277344	2.88675134594813	1	2.08166599946613
+mz_1354.45153808594	3.21455025366432	3	2.3094010767585
+mz_1354.49548339844	1	2.3094010767585	1
+mz_1354.53942871094	3.60555127546399	2	3.21455025366432
+mz_1354.58337402344	1.73205080756888	2.08166599946613	0.577350269189626
+mz_1354.62731933594	1.52752523165195	1.52752523165195	1
+mz_1354.67126464844	2	2.64575131106459	1
+mz_1354.71520996094	1.15470053837925	0.577350269189626	1.15470053837925
+mz_1354.75915527344	1.73205080756888	3.46410161513775	1
+mz_1354.80310058594	1.15470053837925	1.52752523165195	0.577350269189626
+mz_1354.84704589844	1.15470053837925	0.577350269189626	1
+mz_1354.89099121094	1.73205080756888	0.577350269189626	1
+mz_1354.93493652344	2.08166599946613	0.577350269189626	0.577350269189626
+mz_1354.97888183594	1.52752523165195	1	2
+mz_1355.02282714844	1.15470053837925	1	0.577350269189626
+mz_1355.06677246094	0.577350269189626	2.08166599946613	0.577350269189626
+mz_1355.11083984375	1.15470053837925	2	1
+mz_1355.15478515625	0.577350269189626	0	0.577350269189626
+mz_1355.19873046875	0	1.73205080756888	1.52752523165195
+mz_1355.24267578125	1.15470053837925	2	0.577350269189626
+mz_1355.28662109375	2	0.577350269189626	0.577350269189626
+mz_1355.33056640625	1.73205080756888	0.577350269189626	2.08166599946613
+mz_1355.37451171875	0.577350269189626	1	1.15470053837925
+mz_1355.41845703125	3.78593889720018	2.51661147842358	2.3094010767585
+mz_1355.46240234375	3.21455025366432	3.51188458428425	1.73205080756888
+mz_1355.50634765625	2.51661147842358	1.52752523165195	1.52752523165195
+mz_1355.55029296875	1	2.64575131106459	3.60555127546399
+mz_1355.59436035156	1	1	3.05505046330389
+mz_1355.63830566406	1	2.08166599946613	1.52752523165195
+mz_1355.68225097656	2.88675134594813	1	1
+mz_1355.72619628906	2.08166599946613	0	4.58257569495584
+mz_1355.77014160156	2	0	0.577350269189626
+mz_1355.81408691406	0.577350269189626	1	0.577350269189626
+mz_1355.85803222656	1	1.73205080756888	1
+mz_1355.90209960938	1	1.73205080756888	1.15470053837925
+mz_1355.94604492188	2.51661147842358	1	0.577350269189626
+mz_1355.98999023438	1.15470053837925	1.73205080756888	1.15470053837925
+mz_1356.03393554688	1.73205080756888	0	1.52752523165195
+mz_1356.07788085938	1.52752523165195	2.08166599946613	1
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/spectra_1_pixel.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -0,0 +1,3 @@
+1	1
+2	2
+3	3
Binary file test-data/test6.pdf has changed
Binary file test-data/test6.rdata has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/toplabels_proc.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -0,0 +1,101 @@
+mz	r	k	s	classes	centers	tstatistics	p.values	adj.p.values
+1199	1	2	0	1	0	0	1	1
+1200	1	2	0	1	3.06556174490187	0	1	1
+1201	1	2	0	1	1.24045880635579	0	1	1
+1202	1	2	0	1	0.269693666034275	0	1	1
+1203	1	2	0	1	0	0	1	1
+1204	1	2	0	1	0	0	1	1
+1205	1	2	0	1	0	0	1	1
+1206	1	2	0	1	0	0	1	1
+1207	1	2	0	1	0	0	1	1
+1208	1	2	0	1	0	0	1	1
+1209	1	2	0	1	1.43794178962708	0	1	1
+1210	1	2	0	1	0.82622406217787	0	1	1
+1211	1	2	0	1	0.249723381466336	0	1	1
+1212	1	2	0	1	0	0	1	1
+1213	1	2	0	1	0	0	1	1
+1214	1	2	0	1	0.247201071845161	0	1	1
+1215	1	2	0	1	0.517291307449341	0	1	1
+1216	1	2	0	1	0	0	1	1
+1217	1	2	0	1	0	0	1	1
+1218	1	2	0	1	0	0	1	1
+1219	1	2	0	1	0	0	1	1
+1220	1	2	0	1	0.278993447621663	0	1	1
+1221	1	2	0	1	0	0	1	1
+1222	1	2	0	1	0.241794321272108	0	1	1
+1223	1	2	0	1	1.01245986090766	0	1	1
+1224	1	2	0	1	0.803900904125638	0	1	1
+1225	1	2	0	1	0.456217077043321	0	1	1
+1226	1	2	0	1	0	0	1	1
+1227	1	2	0	1	0	0	1	1
+1228	1	2	0	1	0	0	1	1
+1229	1	2	0	1	0	0	1	1
+1230	1	2	0	1	0	0	1	1
+1231	1	2	0	1	0	0	1	1
+1232	1	2	0	1	0	0	1	1
+1233	1	2	0	1	0	0	1	1
+1234	1	2	0	1	0	0	1	1
+1235	1	2	0	1	0	0	1	1
+1236	1	2	0	1	0	0	1	1
+1237	1	2	0	1	0	0	1	1
+1238	1	2	0	1	0	0	1	1
+1239	1	2	0	1	0	0	1	1
+1240	1	2	0	1	0.517177846696642	0	1	1
+1241	1	2	0	1	0	0	1	1
+1242	1	2	0	1	0	0	1	1
+1243	1	2	0	1	0	0	1	1
+1244	1	2	0	1	0.220909158388774	0	1	1
+1245	1	2	0	1	0.441907816463047	0	1	1
+1246	1	2	0	1	0	0	1	1
+1247	1	2	0	1	0	0	1	1
+1248	1	2	0	1	0	0	1	1
+1249	1	2	0	1	0	0	1	1
+1250	1	2	0	1	0	0	1	1
+1251	1	2	0	1	0	0	1	1
+1252	1	2	0	1	0	0	1	1
+1253	1	2	0	1	0	0	1	1
+1254	1	2	0	1	0	0	1	1
+1255	1	2	0	1	0	0	1	1
+1256	1	2	0	1	0	0	1	1
+1257	1	2	0	1	0	0	1	1
+1258	1	2	0	1	0	0	1	1
+1259	1	2	0	1	0	0	1	1
+1260	1	2	0	1	0	0	1	1
+1261	1	2	0	1	0.32789675394694	0	1	1
+1262	1	2	0	1	0.268932872348362	0	1	1
+1263	1	2	0	1	0	0	1	1
+1264	1	2	0	1	2.64317909876506	0	1	1
+1265	1	2	0	1	1.4933132065667	0	1	1
+1266	1	2	0	1	0	0	1	1
+1267	1	2	0	1	0.584092458089193	0	1	1
+1268	1	2	0	1	2.51373351944817	0	1	1
+1269	1	2	0	1	1.80340676837497	0	1	1
+1270	1	2	0	1	0	0	1	1
+1271	1	2	0	1	0	0	1	1
+1272	1	2	0	1	0	0	1	1
+1273	1	2	0	1	0	0	1	1
+1274	1	2	0	1	0	0	1	1
+1275	1	2	0	1	0	0	1	1
+1276	1	2	0	1	0	0	1	1
+1277	1	2	0	1	0	0	1	1
+1278	1	2	0	1	0	0	1	1
+1279	1	2	0	1	0	0	1	1
+1280	1	2	0	1	0	0	1	1
+1281	1	2	0	1	0.250744581222534	0	1	1
+1282	1	2	0	1	0.760214355256822	0	1	1
+1283	1	2	0	1	0	0	1	1
+1284	1	2	0	1	0	0	1	1
+1285	1	2	0	1	0	0	1	1
+1286	1	2	0	1	0	0	1	1
+1287	1	2	0	1	0.238297859827677	0	1	1
+1288	1	2	0	1	0	0	1	1
+1289	1	2	0	1	1.15708703464932	0	1	1
+1290	1	2	0	1	1.00530293252733	0	1	1
+1291	1	2	0	1	0.249645392100016	0	1	1
+1292	1	2	0	1	0	0	1	1
+1293	1	2	0	1	0	0	1	1
+1294	1	2	0	1	0	0	1	1
+1295	1	2	0	1	0	0	1	1
+1296	1	2	0	1	0.231536282433404	0	1	1
+1297	1	2	0	1	2.14849718411764	0	1	1
+1298	1	2	0	1	0.742050197389391	0	1	1
--- a/test-data/toplabels_skm.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/toplabels_skm.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,21 +1,21 @@
 mz	r	k	cluster	centers	withinss	betweenss
-1199.55615234375	3	3	1	81	154	3661.33333333333
-1199.55615234375	3	3	2	12.3333333333333	18.6666666666667	3661.33333333333
-1199.55615234375	3	3	3	37	0	3661.33333333333
-1199.59753417969	3	3	1	84	137.2	3658.13333333333
-1199.59753417969	3	3	2	14.3333333333333	144.666666666667	3658.13333333333
-1199.59753417969	3	3	3	34.6	0	3658.13333333333
-1199.55615234375	1	3	1	49.3333333333333	1504.66666666667	2198
-1199.55615234375	1	3	2	12.3333333333333	112.666666666667	2198
-1199.55615234375	1	3	3	39.3333333333333	18.6666666666667	2198
-1199.55615234375	2	3	1	49.3333333333333	1504.66666666667	2198
-1199.55615234375	2	3	2	12.3333333333333	112.666666666667	2198
-1199.55615234375	2	3	3	39.3333333333333	18.6666666666667	2198
-1199.63891601562	3	3	1	62	45.2	2049.02222222222
-1199.63891601562	3	3	2	11	26	2049.02222222222
-1199.63891601562	3	3	3	30.4	0	2049.02222222222
-1199.55615234375	2	2	1	44.3333333333333	1767.33333333333	2048
-1199.55615234375	2	2	2	12.3333333333333	18.6666666666667	2048
-1199.55615234375	3	2	1	44.3333333333333	1767.33333333333	2048
-1199.55615234375	3	2	2	12.3333333333333	18.6666666666667	2048
-1199.59753417969	1	3	1	48	1946	1784.66666666667
+329.083343505859	1	3	1	0.708310013016065	0	3.15454318073589
+329.083343505859	1	3	2	2.06111800670624	0.348399350284836	3.15454318073589
+329.083343505859	1	3	3	1.72517621517181	0.549843039511264	3.15454318073589
+329.083343505859	2	3	1	0.708310013016065	0	3.15454318073589
+329.083343505859	2	3	2	2.06111800670624	0.348399350284836	3.15454318073589
+329.083343505859	2	3	3	1.72517621517181	0.549843039511264	3.15454318073589
+329.083343505859	3	3	1	0.708310013016065	0	3.15454318073589
+329.083343505859	3	3	2	2.06111800670624	0.348399350284836	3.15454318073589
+329.083343505859	3	3	3	1.72517621517181	0.549843039511264	3.15454318073589
+329	1	3	1	0.982837170362473	0	3.09113153043007
+329	1	3	2	2.40426647663116	0.0706077629095319	3.09113153043007
+329	1	3	3	1.07743680477142	0.879613918408614	3.09113153043007
+329	2	3	1	0.982837170362473	0	3.09113153043007
+329	2	3	2	2.40426647663116	0.0706077629095319	3.09113153043007
+329	2	3	3	1.07743680477142	0.879613918408614	3.09113153043007
+329	3	3	1	0.982837170362473	0	3.09113153043007
+329	3	3	2	2.40426647663116	0.0706077629095319	3.09113153043007
+329	3	3	3	1.07743680477142	0.879613918408614	3.09113153043007
+329	1	2	1	0.996351403849466	0.887284567691734	3.08346088114695
+329	1	2	2	2.40426647663116	0.0706077629095319	3.08346088114695
--- a/test-data/toplabels_ssc.tabular	Wed Mar 25 05:53:20 2020 -0400
+++ b/test-data/toplabels_ssc.tabular	Thu Apr 23 08:05:19 2020 -0400
@@ -1,51 +1,51 @@
 mz	r	k	s	classes	centers	tstatistics	p.values	adj.p.values
-364.333343505859	1	3	2	1	15.8337765722821	0.449479909587349	NA	NA
-364.333343505859	2	3	2	1	15.8337765722821	0.449479909587349	NA	NA
-203.833343505859	1	3	2	1	14.0415253451331	0.449478654505296	NA	NA
-203.833343505859	2	3	2	1	14.0415253451331	0.449478654505296	NA	NA
-259.916656494141	1	3	2	1	13.8981327063543	0.449478540011514	NA	NA
-259.916656494141	2	3	2	1	13.8981327063543	0.449478540011514	NA	NA
-200.25	1	3	2	1	10.4880169699887	0.449474897701911	NA	NA
-200.25	2	3	2	1	10.4880169699887	0.449474897701911	NA	NA
-200.333343505859	1	3	2	1	10.2892503590812	0.449474610932727	NA	NA
-200.333343505859	2	3	2	1	10.2892503590812	0.449474610932727	NA	NA
-259.833343505859	1	3	2	1	9.55638913925806	0.449473448172064	NA	NA
-259.833343505859	2	3	2	1	9.55638913925806	0.449473448172064	NA	NA
-360.916687011719	1	3	2	1	9.04224883162212	0.449472524177856	NA	NA
-360.916687011719	2	3	2	1	9.04224883162212	0.449472524177856	NA	NA
-370.083343505859	1	3	2	1	8.45643021892373	0.44947133139287	NA	NA
-370.083343505859	2	3	2	1	8.45643021892373	0.44947133139287	NA	NA
-364.25	1	3	2	1	8.15357261143537	0.449470647536679	NA	NA
-364.25	2	3	2	1	8.15357261143537	0.449470647536679	NA	NA
-200.16667175293	1	3	2	1	6.16326174971333	0.449464481313509	NA	NA
-200.16667175293	2	3	2	1	6.16326174971333	0.449464481313509	NA	NA
-203.91667175293	1	3	2	1	6.03716112636297	0.449463953687195	NA	NA
-203.91667175293	2	3	2	1	6.03716112636297	0.449463953687195	NA	NA
-225	1	3	2	1	5.71436916011582	0.449462496977867	NA	NA
-225	2	3	2	1	5.71436916011582	0.449462496977867	NA	NA
-216.91667175293	1	3	2	1	5.64877209898622	0.449462180580643	NA	NA
-216.91667175293	2	3	2	1	5.64877209898622	0.449462180580643	NA	NA
-249.25	1	3	2	1	5.15263210866428	0.449459526788925	NA	NA
-249.25	2	3	2	1	5.15263210866428	0.449459526788925	NA	NA
-367.583343505859	1	3	2	1	4.44314020180342	0.449454702074192	NA	NA
-367.583343505859	2	3	2	1	4.44314020180342	0.449454702074192	NA	NA
-364.416687011719	1	3	2	1	4.30740701190317	0.449453597945591	NA	NA
-364.416687011719	2	3	2	1	4.30740701190317	0.449453597945591	NA	NA
-370	1	3	2	1	4.15967192336677	0.449452314295502	NA	NA
-370	2	3	2	1	4.15967192336677	0.449452314295502	NA	NA
-249.333343505859	1	3	2	1	4.06900916364662	0.449451480388054	NA	NA
-249.333343505859	2	3	2	1	4.06900916364662	0.449451480388054	NA	NA
-260	1	3	2	1	4.06636831188445	0.449451455520709	NA	NA
-260	2	3	2	1	4.06636831188445	0.449451455520709	NA	NA
-361	1	3	2	1	3.70261707034987	0.449447694373555	NA	NA
-361	2	3	2	1	3.70261707034987	0.449447694373555	NA	NA
-250.583343505859	1	3	2	1	3.44558838817237	0.449444557922452	NA	NA
-250.583343505859	2	3	2	1	3.44558838817237	0.449444557922452	NA	NA
-360.833343505859	1	3	2	1	3.35278414565422	0.449443307303055	NA	NA
-360.833343505859	2	3	2	1	3.35278414565422	0.449443307303055	NA	NA
-370.166687011719	1	3	2	1	2.82853938684749	0.449434701602457	NA	NA
-370.166687011719	2	3	2	1	2.82853938684749	0.449434701602457	NA	NA
-367.666687011719	1	3	2	1	2.5012261861986	0.449427499520948	NA	NA
-367.666687011719	2	3	2	1	2.5012261861986	0.449427499520948	NA	NA
-225.083343505859	1	3	2	1	2.45608703725853	0.449426355692286	NA	NA
-225.083343505859	2	3	2	1	2.45608703725853	0.449426355692286	NA	NA
+328.916687011719	1	3	2	2	99.8858636414327	1.70552696059604	0.18663997985398	1
+287.833343505859	1	3	2	2	7.93884077274423	0.892316549633065	0.437965610367674	1
+255.41667175293	1	3	2	2	26.7994657596825	0.631134212003395	0.572759961955499	1
+345.166687011719	1	3	2	1	21.0950943140054	0.576828686839774	0.59496246236433	1
+345.75	1	3	2	1	0.000773752341530878	0.482319170719424	0.654784520667766	1
+329	1	3	2	2	74.8624360093532	0.475284801312334	0.667045276242305	1
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