changeset 0:7ac5166f8bbc draft default tip

"planemo upload for repository https://github.com/msproteomicstools/msproteomicstools/blob/master/TRIC-README.md commit 75f5dee4cc5cb3dbfac3d1d32d8bceb2a22634d7"
author galaxyp
date Fri, 10 Dec 2021 00:30:05 +0000
parents
children
files feature_alignment.xml macros.xml test-data/feature_alignment_1_openswath_output_cluster_ids.csv test-data/feature_alignment_1_openswath_output_matrix.csv test-data/feature_alignment_2_output_1_ids.csv test-data/feature_alignment_2_output_2_matrix.csv test-data/feature_alignment_3_openswath_input.csv test-data/feature_alignment_3_openswath_output_splinePy_cluster_ids.csv test-data/feature_alignment_3_openswath_output_splineR_cluster_ids.csv test-data/feature_alignment_5_peakview_output_matrix.csv test-data/feature_alignment_openswath_input_1.csv test-data/feature_alignment_peakview_input_2.csv
diffstat 12 files changed, 462 insertions(+), 0 deletions(-) [+]
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/feature_alignment.xml	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,292 @@
+<tool id="feature_alignment" name="TRIC" version="@TOOL_VERSION@+galaxy@GALAXY_VERSION@">
+    <description>integrates information from all available runs via a graph-based alignment strategy</description>
+    <macros>
+        <token name="@TOOL_VERSION@">0.11.0</token>
+        <token name="@GALAXY_VERSION@">0</token>
+        <import>macros.xml</import>
+    </macros>
+    <requirements>
+        <requirement type="package" version="@TOOL_VERSION@">msproteomicstools</requirement>
+        <requirement type="package" version="2.8.6">rpy2</requirement>
+    </requirements>
+    <version_command>feature_alignment.py --version</version_command>
+    <command detect_errors="exit_code"><![CDATA[
+    feature_alignment.py 
+        --in #echo '' ''.join([ str($file) for $file in $inputs ])
+        --out out.tsv
+        --out_matrix out_matrix.tsv
+        --out_ids out_ids.tsv
+        --file_format '$iformat'
+        --method '$method_sel.method'
+        --matrix_output_method '$matrix_output_method'
+        --realign_method '$realign_method'
+        #if $max_rt_diff_cond.max_rt_diff_sel == 'opt_max_rt_diff_enabled':
+            --max_rt_diff '$max_rt_diff_cond.max_rt_diff'
+        #end if
+        #if $iso_max_rt_diff_cond.iso_max_rt_diff_sel == 'opt_iso_max_rt_diff_enabled':
+            --iso_max_rt_diff '$iso_max_rt_diff_cond.iso_max_rt_diff'
+        #end if
+        #if $frac_selected_cond.frac_selected_sel == 'opt_frac_selected_enabled':
+            --frac_selected '$frac_selected_cond.frac_selected'
+        #end if
+        #if $fdr_cond.fdr_sel == 'opt_target_fdr':
+            --target_fdr '$fdr_cond.target_fdr'
+        #elif $fdr_cond.fdr_sel == 'opt_fdr_cutoff':
+            --fdr_cutoff '$fdr_cond.fdr_cutoff'
+        #else:
+            --target_fdr '0'
+        #end if
+        --max_fdr_quality '$max_fdr_quality'
+        #if $method_sel.method == 'LocalMST' or $method_sel.method == 'LocalMSTAllCluster':
+            --mst:useRTCorrection '$method_sel.mst_useRTCorrection'
+            --mst:Stdev_multiplier '$method_sel.mst_Stdev_multiplier'
+            --mst:useLocalStdev '$method_sel.mst_useLocalStdev'
+            --mst:useReference '$method_sel.mst_useReference'
+        #end if
+        #if $further_params.disable_isotopic_grouping:
+            --disable_isotopic_grouping
+        #end if
+        #if $further_params.dscore_cond.dscore_sel == 'opt_dscore_enabled':
+            --use_dscore_filter
+            --dscore_cutoff '$further_params.dscore_cond.dscore_cutoff'
+        #end if
+        #if $further_params.nr_high_conf_exp_cond.nr_high_conf_exp_sel == 'opt_nr_high_conf_exp_enabled':
+            --nr_high_conf_exp '$further_params.nr_high_conf_exp_cond.nr_high_conf_exp'
+        #end if
+        #if $further_params.readmethod != 'disabled':
+            --readmethod '$further_params.readmethod'
+        #end if
+        #if $further_params.alignment_score_cond.alignment_score_sel == 'opt_alignment_score_enabled':
+            --alignment_score '$further_params.alignment_score_cond.alignment_score'
+        #end if
+
+    #if $iformat == 'openswath':
+        && cat out.tsv > '$out'
+    #end if
+    && cat out_matrix.tsv > '$out_matrix'
+    && cat out_ids.tsv > '$out_ids'
+    ]]></command>
+    <inputs>
+        <param name="inputs" type="data" multiple="True" format="txt" label="Output files containing all peakgroups from OpenSWATH (using either mProphet or pyProphet) or Peakview." help="(--in)"/>
+        <param name="iformat" type="select" label="Which input file format is used" help="(--file_format)">
+            <option value="openswath" selected="True">OpenSwath</option>
+            <option value="mprophet">mProphet (mQuest)</option>
+            <option value="peakview">PeakView</option>
+        </param>
+        <conditional name="method_sel">
+            <param name="method" type="select" label="Which method to use for the clustering"
+                help="Note that the MST options will perform a local, MST guided alignment while the other options will use a reference-guided alignment. The global option will also move peaks which are below the selected FDR threshold. (--method)" >
+                <option value="best_overall" selected="True">best overall</option>
+                <option value="best_cluster_score">best cluster score</option>
+                <option value="global_best_cluster_score">global best cluster score</option>
+                <option value="global_best_overall">global best overall</option>
+                <option value="LocalMST">LocalMST</option>
+                <option value="LocalMSTAllCluster">LocalMSTAllCluster</option>
+            </param>
+            <when value="best_overall"/>
+            <when value="best_cluster_score"/>
+            <when value="global_best_cluster_score"/>
+            <when value="global_best_overall"/>
+            <when value="LocalMST">
+                <expand macro="mst_params"/>
+            </when>
+            <when value="LocalMSTAllCluster">
+                <expand macro="mst_params"/>
+            </when>
+        </conditional>
+        <param name="matrix_output_method" type="select"
+            label="Which columns are written besides Intensity" help="(--matrix_output_method)">
+            <option value="none" selected="True">None</option>
+            <option value="RT">RT</option>
+            <option value="score">Score</option>
+            <option value="source">Source</option>
+            <option value="full">Full</option>
+        </param>
+        <param name="realign_method" type="select" label="How to re-align runs in retention time" help="(--realign_method)">
+            <option value="diRT" selected="True">Use only deltaiRT (diRT) from the input file</option>
+            <option value="linear">Perform a linear regression using best peakgroups</option>
+            <option value="lowess">Use Robust locally weighted regression (lowess smoother)</option>
+            <option value="splinePy">Use Python native spline from scikits.datasmooth (slow!)</option>
+            <option value="CVSpline">Splines with cross-validation</option>
+            <option value="nonCVSpline">Splines without cross-validation</option>
+            <option value="WeightedNearestNeighbour">WeightedNearestNeighbour</option>
+            <option value="SmoothLLDMedian">SmoothLLDMedian</option>
+            <option value="splineR">Perform a spline fit using R</option>
+            <option value="splineR_external">Perform a spline fit using R (external)</option>
+            <option value="Earth">Use Multivariate Adaptive Regression Splines using py-earth</option>
+            <option value="lowess_cython">lowess_cython</option>
+        </param>
+        <conditional name="max_rt_diff_cond">
+            <param name="max_rt_diff_sel" type="select" label="Enable difference in RT for two aligned features" help="Maximal difference in RT for two aligned features">
+                <option value="opt_max_rt_diff_disabled" selected="True">disabled</option>
+                <option value="opt_max_rt_diff_enabled">set difference in RT</option>
+            </param>
+            <when value="opt_max_rt_diff_disabled"/>
+            <when value="opt_max_rt_diff_enabled">
+                <param name="max_rt_diff" type="integer" value="30" label="Difference in RT (in seconds) for two aligned features" help="(--max_rt_diff)"/>
+            </when>
+        </conditional>
+        <conditional name="iso_max_rt_diff_cond">
+            <param name="iso_max_rt_diff_sel" type="select" label="Enable difference in RT for two isotopic channels" help="Maximal difference in RT (in seconds) for two isotopic channels in the same run">
+                <option value="opt_iso_max_rt_diff_disabled" selected="True">disabled</option>
+                <option value="opt_iso_max_rt_diff_enabled">set difference in RT</option>
+            </param>
+            <when value="opt_iso_max_rt_diff_disabled"/>
+            <when value="opt_iso_max_rt_diff_enabled">
+                <param name="iso_max_rt_diff" type="integer" value="30" label="Difference in RT (in seconds) for two isotopic channels." help="(--iso_max_rt_diff)" />
+            </when>
+        </conditional>
+        <conditional name="frac_selected_cond">
+            <param name="frac_selected_sel" type="select" label="Enable fraction of runs" help="Do not write peakgroup if selected in less than this fraction of runs">
+                <option value="opt_frac_selected_disabled" selected="True">disabled</option>
+                <option value="opt_frac_selected_enabled">set fraction of runs</option>
+            </param>
+            <when value="opt_frac_selected_disabled"/>
+            <when value="opt_frac_selected_enabled">
+                <param name="frac_selected" type="float" value="0.0" min="0" max="1" label="Fraction of runs" help="(--frac_selected)"/>
+            </when>
+        </conditional>
+        <conditional name="fdr_cond">
+            <param name="fdr_sel" type="select" label="Choose FDR method" help="">
+                <option value="opt_fdr_disabled">disabled</option>
+                <option value="opt_target_fdr" selected="True">Target FDR</option>
+                <option value="opt_fdr_cutoff">FDR cutoff</option>
+            </param>
+            <when value="opt_fdr_disabled"/>
+            <when value="opt_target_fdr">
+                <param name="target_fdr" type="float" value="0.01" label="Target FDR" help="Refers to the desired FDR on assay level. (--target_fdr)"/>
+            </when>
+            <when value="opt_fdr_cutoff">
+                <param name="fdr_cutoff" type="float" value="0.01" label="Seeding score cutoff" help="A fixed m-score cutoff which does not take into account the number of runs (use target_fdr instead). (--fdr_cutoff)" />
+            </when>
+        </conditional>
+        <param name="max_fdr_quality" type="float" value="0.05" min="0" label="Extension score cutoff"
+               help="During the extension phase of the algorithm, peakgroups of this quality will still be considered for alignment (in FDR) - it is possible to give a range in the format lower,higher+stepsize,stepsize - e.g. 0,0.31,0.01  (-1 will set it to fdr_cutoff) (--max_fdr_quality)"/>
+        <section name="further_params" title="Further parameters" expanded="False">
+            <param name="disable_isotopic_grouping" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Disable grouping of isotopic variants"
+                   help="Disable grouping of isotopic variants by peptide_group_label, thus disabling matching of isotopic variants of the same peptide across channels. If turned off, each isotopic channel will be matched independently of the other. If enabled, the more certain identification will be used to infer the location of the peak in the other channel. (--disable_isotopic_grouping)"/>
+            <conditional name="dscore_cond">
+                <param name="dscore_sel" type="select" label="Enable the filter by d score (this is mainly for speedup)" help="">
+                    <option value="opt_dscore_disabled" selected="True">disabled</option>
+                    <option value="opt_dscore_enabled">Use d score filter</option>
+                </param>
+                <when value="opt_dscore_disabled"/>
+                <when value="opt_dscore_enabled">
+                    <param name="dscore_cutoff" type="float" value="1.96" label="d score cut-off"
+                           help="Quality cutoff to still consider a feature for alignment using the d_score: everything below this d-score is discarded (this is mainly for speedup). (--dscore_cutoff)"/>
+                </when>
+            </conditional>
+            <conditional name="nr_high_conf_exp_cond">
+                <param name="nr_high_conf_exp_sel" type="select" label="Enable the filter by d score (this is mainly for speedup)" help="">
+                    <option value="opt_nr_high_conf_exp_disabled" selected="True">disabled</option>
+                    <option value="opt_nr_high_conf_exp_enabled">Use number of experiments</option>
+                </param>
+                <when value="opt_nr_high_conf_exp_disabled"/>
+                <when value="opt_nr_high_conf_exp_enabled">
+                    <param name="nr_high_conf_exp" type="integer" value="1" optional="True" label="Number of experiments with high confidence"
+                           help="Number of experiments in which the peptide needs to be identified with high confidence (e.g. above fdr_curoff). (--nr_high_conf_exp)"/>
+                </when>
+            </conditional>
+            <param name="readmethod" type="select" label="Read full or minimal transition groups" optional="True" help="(--readmethod)">
+                <option value="disabled" selected="True">disabled</option>
+                <option value="minimal">minimal</option>
+                <option value="full">full</option>
+            </param>
+            <conditional name="alignment_score_cond">
+                <param name="alignment_score_sel" type="select" label="Enable the filter by d score (this is mainly for speedup)" help="">
+                    <option value="opt_alignment_score_disabled" selected="True">disabled</option>
+                    <option value="opt_alignment_score_enabled">Use number of experiments</option>
+                </param>
+                <when value="opt_alignment_score_disabled"/>
+                <when value="opt_alignment_score_enabled">
+                    <param name="alignment_score" type="float" value="0.0001" optional="True" label="Alignment score"
+                           help="Minimal score needed for a feature to be considered for alignment between runs (e.g. score needed to be considered an 'anchor point' for pairwise alignment). (--alignment_score)"/>
+                </when>
+            </conditional>
+        </section>
+    </inputs>
+    <outputs>
+        <!-- Matrix containing one peak group per row -->
+        <data format="tabular" name="out_matrix"/>
+        <!-- Id file only containing the ids -->
+        <data format="tabular" name="out_ids"/>
+        <!-- Output file with filtered peakgroups for quantification -->
+        <data format="tabular" name="out">
+            <filter>iformat == 'openswath'</filter>
+        </data>
+    </outputs>
+    <tests>
+        <test>
+            <param name="inputs" value="feature_alignment_openswath_input_1.csv" ftype="txt" />
+            <param name="iformat" value="openswath" />
+            <param name="method" value="best_cluster_score" />
+            <param name="fdr_sel" value="opt_fdr_disabled" />
+            <param name="max_fdr_quality" value="0.4" />
+            <param name="matrix_output_method" value="RT" />
+            <output name="out_matrix" file="feature_alignment_1_openswath_output_matrix.csv" lines_diff="2" ftype="tabular" />
+            <output name="out_ids" file="feature_alignment_1_openswath_output_cluster_ids.csv" ftype="tabular" />
+        </test>
+        <test>
+            <param name="inputs" value="feature_alignment_openswath_input_1.csv" ftype="txt" />
+            <param name="iformat" value="openswath" />
+            <param name="method" value="best_overall" />
+            <param name="fdr_sel" value="opt_fdr_disabled" />
+            <param name="max_fdr_quality" value="0.4" />
+            <param name="matrix_output_method" value="RT" />
+            <output name="out_matrix" file="feature_alignment_2_output_2_matrix.csv" lines_diff="2" ftype="tabular" />
+            <output name="out_ids" file="feature_alignment_2_output_1_ids.csv" ftype="tabular" />
+        </test>
+        <test>
+            <param name="inputs" value="feature_alignment_3_openswath_input.csv" ftype="txt" />
+            <param name="iformat" value="openswath" />
+            <param name="realign_method" value="splineR" />
+            <param name="method" value="best_cluster_score" />
+            <param name="fdr_sel" value="opt_fdr_disabled" />
+            <param name="max_fdr_quality" value="0.4" />
+            <param name="matrix_output_method" value="RT" />
+            <output name="out_ids" file="feature_alignment_3_openswath_output_splineR_cluster_ids.csv" ftype="tabular" />
+        </test>
+        <test>
+            <param name="inputs" value="feature_alignment_3_openswath_input.csv" ftype="txt" />
+            <param name="iformat" value="openswath" />
+            <param name="realign_method" value="splinePy" />
+            <param name="method" value="best_cluster_score" />
+            <param name="fdr_sel" value="opt_fdr_disabled" />
+            <param name="max_fdr_quality" value="0.4" />
+            <param name="matrix_output_method" value="RT" />
+            <output name="out_ids" file="feature_alignment_3_openswath_output_splinePy_cluster_ids.csv" ftype="tabular" />
+        </test>
+        <test>
+            <param name="inputs" value="feature_alignment_peakview_input_2.csv" ftype="txt" />
+            <param name="iformat" value="peakview" />
+            <param name="method" value="best_cluster_score" />
+            <param name="max_rt_diff_sel" value="opt_max_rt_diff_enabled" />
+            <param name="iso_max_rt_diff_sel" value="opt_iso_max_rt_diff_enabled" />
+            <param name="frac_selected_sel" value="opt_frac_selected_enabled" />
+            <param name="disable_isotopic_grouping" value="True" />
+            <param name="nr_high_conf_exp_sel" value="opt_nr_high_conf_exp_enabled" />
+            <param name="alignment_score_sel" value="opt_alignment_score_enabled" />
+            <param name="max_fdr_quality" value="0.0001" />
+            <param name="fdr_sel" value="opt_fdr_cutoff" />
+            <param name="fdr_cutoff" value="0.000000001" />
+            <param name="matrix_output_method" value="RT" />
+            <output name="out_matrix" file="feature_alignment_5_peakview_output_matrix.csv" lines_diff="2" ftype="tabular" />
+        </test>
+    </tests>
+    <help>
+<![CDATA[
+
+**What it does**
+
+TRIC uses a graph-based alignment strategy based on non-linear retention time correction to integrate information from all available runs. The input consists of a set of csv files derived from a targeted proteomics experiment generated by OpenSWATH (using either mProphet or pyProphet) or generated by Peakview.
+
+There are two basic running modes available. The first one uses a reference-based alignment where a single run is chosen as a reference and all other runs are aligned to it. This is a useful choice for a small number of runs that are chromatographically similar. The second mode generates a guidance tree based on chromatographic similarity of the input runs and uses this tree to align the targeted proteomics runs (the nodes in the tree are runs and the edges are pairwise alignments). Generally this mode is better for a large number of runs or for chromatographically dissimilar samples.
+
+TRIC is part of msproteomicstools. For additional help please visit the `TRIC documentation <https://github.com/msproteomicstools/msproteomicstools/blob/master/TRIC-README.md>`_
+
+]]>
+    </help>
+    <citations>
+    </citations>
+</tool>
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/macros.xml	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,10 @@
+<?xml version="1.0" ?>
+<macros>
+     <xml name="mst_params">
+         <param name="mst_useRTCorrection" type="boolean" truevalue="True" falsevalue="False" checked="true" label="Use aligned peakgroup RT to continue threading" help="Use aligned peakgroup RT to continue threading in MST algorithm. It is highly recommend to set this to 'True'"/>
+         <param name="mst_Stdev_multiplier" type="float" value="-1.0" label="Standard deviation multiplier"
+                help="Turn on adaptive RT tolerances: How many standard deviations the peakgroup can deviate in RT during the alignment (if less than max_rt_diff, then max_rt_diff is used). It is recommended to set this to a value between 2.0 and 4.0."/>
+         <param name="mst_useLocalStdev" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Use local standard deviation" help="Use standard deviation of local region of the chromatogram. This is experimental and may not work."/>
+         <param name="mst_useReference" type="boolean" truevalue="True" falsevalue="False" checked="false" label="Use a reference-based tree for alignment" help=""/>
+    </xml>
+</macros>
\ No newline at end of file
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/feature_alignment_1_openswath_output_cluster_ids.csv	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,15 @@
+f_10695898602322980677
+f_1127496644798128693
+f_13169006090966118307
+f_13533807518639064717
+f_14033255530503723792
+f_15970037542975291475
+f_17032480123683661142
+f_17124686349881931625
+f_17231814870828860734
+f_17254733915653094913
+f_1946229642962775443
+f_6146381832908670245
+f_7259477005084093710
+f_7695999890006491586
+f_7995570933545899074
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/feature_alignment_1_openswath_output_matrix.csv	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,2 @@
+Peptide	Protein	Intensity_dataset_04182c5f-3bb8-4de3-99d9-50c0de9c87fe.dat_0_0	RT_dataset_04182c5f-3bb8-4de3-99d9-50c0de9c87fe.dat_0_0	Intensity_dataset_04182c5f-3bb8-4de3-99d9-50c0de9c87fe.dat_1_0	RT_dataset_04182c5f-3bb8-4de3-99d9-50c0de9c87fe.dat_1_0	Intensity_dataset_04182c5f-3bb8-4de3-99d9-50c0de9c87fe.dat_2_0	RT_dataset_04182c5f-3bb8-4de3-99d9-50c0de9c87fe.dat_2_0	Intensity_dataset_04182c5f-3bb8-4de3-99d9-50c0de9c87fe.dat_3_0	RT_dataset_04182c5f-3bb8-4de3-99d9-50c0de9c87fe.dat_3_0	RT_mean	RT_std	pg_pvalue
+17365_TLDTAAEKIVETATR/3_run0	Spyo_Exp3652_DDB_SeqID_324814	120.0	24.5656409693	50.0	18.2354661146	100.0	38.7373461565	130.0	36.7481804498	29.57165842255	8.501202368326412	1.3988719619301746e-10
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/feature_alignment_2_output_1_ids.csv	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,4 @@
+f_10695898602322980677
+f_14033255530503723792
+f_7259477005084093710
+f_7995570933545899074
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/feature_alignment_2_output_2_matrix.csv	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,2 @@
+Peptide	Protein	Intensity_dataset_149f3c1b-64bd-46ee-ac39-cc3dd54f302d.dat_0_0	RT_dataset_149f3c1b-64bd-46ee-ac39-cc3dd54f302d.dat_0_0	Intensity_dataset_149f3c1b-64bd-46ee-ac39-cc3dd54f302d.dat_1_0	RT_dataset_149f3c1b-64bd-46ee-ac39-cc3dd54f302d.dat_1_0	Intensity_dataset_149f3c1b-64bd-46ee-ac39-cc3dd54f302d.dat_2_0	RT_dataset_149f3c1b-64bd-46ee-ac39-cc3dd54f302d.dat_2_0	Intensity_dataset_149f3c1b-64bd-46ee-ac39-cc3dd54f302d.dat_3_0	RT_dataset_149f3c1b-64bd-46ee-ac39-cc3dd54f302d.dat_3_0	RT_mean	RT_std	pg_pvalue
+17365_TLDTAAEKIVETATR/3_run0	Spyo_Exp3652_DDB_SeqID_324814	120.0	24.5656409693	130.0	88.9418431607	100.0	38.7373461565	130.0	36.7481804498	47.248252684075	24.675612494332714	1.201290380110036e-09
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/feature_alignment_3_openswath_input.csv	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,33 @@
+transition_group_record	decoy	transition_group_id	run_id	filename	RT	id	Sequence	FullPeptideName	ProteinName	assay_rt	delta_rt	leftWidth	norm_RT	peak_apices_sum	rightWidth	aggr_Peak_Area	peak_group_rank	d_score	m_score	iRT_of_assay	comment	Charge	aggr_Peak_Apex	aggr_Fragment_Annotation	sn_ratio	Intensity
+strep_align/Strep0_Repl1_R02/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	0	split_hroest_K120808_combined.featureXML	4157.2848086113	f_14033255530503723792	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-06	61.1	cluster TRUE	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+strep_align/Strep0_Repl1_R02/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	0	split_hroest_K120808_combined.featureXML	4236.7508741707	f_13169006090966118307	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	104.0317065287	4199.740234375	64.1108995811	8628	4261.1899414063	791.000000;18367.000000;540.000000;22477.000000;750.000000;560.000000	2	-3.1954820554	0.0005	61.1	cluster FALSE	2	791.000000;18367.000000;540.000000;22477.000000;750.000000;560.000000	791.000000;18367.000000;540.000000;22477.000000;750.000000;560.000000	1	250
+strep_align/Strep0_Repl1_R02/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	0	split_hroest_K120808_combined.featureXML	4396.94273305	f_17032480123683661142	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	264.223565408	4377.25	68.7539061792	5567	4431.8701171875	280.000000;1351.000000;280.000000;920.000000;31052.000000;860.000000	4	-3.3249147171	0.3220580725	61.1	NA	2	280.000000;1351.000000;280.000000;920.000000;31052.000000;860.000000	280.000000;1351.000000;280.000000;920.000000;31052.000000;860.000000	1	150
+strep_align/Strep0_Repl1_R02/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	0	split_hroest_K120808_combined.featureXML	4103.0075035304	f_17254733915653094913	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	-29.7116641116	4083.669921875	60.2344769173	460	4110.9799804688	30.000000;380.000000;230.000000;970.000000;490.000000;90.000000	3	-1.1571588178	0.2855822027	61.1	NA	2	30.000000;380.000000;230.000000;970.000000;490.000000;90.000000	30.000000;380.000000;230.000000;970.000000;490.000000;90.000000	1	180
+strep_align/Strep0_Repl1_R03/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	1	split_hroest_K120808_combined.featureXML	4407.834612717	f_7259477005084093710	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4148.8927695564	88.9418431607	4220.2099609375	63.6912797891	5950	4257.759765625	100.000000;11940.000000;90.000000;14746.000000;310.000000;100.000000	1	-1.2978089457	0.005	61.1	cluster FALSE but FDR below 1%	2	100.000000;11940.000000;90.000000;14746.000000;310.000000;100.000000	100.000000;11940.000000;90.000000;14746.000000;310.000000;100.000000	1	130
+strep_align/Strep0_Repl1_R03/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	1	split_hroest_K120808_combined.featureXML	4357.1282356709	f_1946229642962775443	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4148.8927695564	18.2354661146	4128.0400390625	61.629163735	967	4196.3198242188	2368.000000;3613.000000;1050.000000;1430.000000;750.000000;440.000000	2	1.2528426368	0.0590706643	61.1	cluster TRUE	2	2368.000000;3613.000000;1050.000000;1430.000000;750.000000;440.000000	2368.000000;3613.000000;1050.000000;1430.000000;750.000000;440.000000	1	50
+strep_align/Strep0_Repl1_R03/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	1	split_hroest_K120808_combined.featureXML	4404.9589978683	f_546336782280825114	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4148.8927695564	56.0662283119	4199.7299804688	62.7324789567	180	4216.7998046875	390.000000;180.000000;30.000000;160.000000;130.000000;70.000000	4	-1.9709294327	0.3276775879	61.1	NA	2	390.000000;180.000000;30.000000;160.000000;130.000000;70.000000	390.000000;180.000000;30.000000;160.000000;130.000000;70.000000	1	220
+strep_align/Strep0_Repl1_R03/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	1	split_hroest_K120808_combined.featureXML	4149.633676731	f_1127496644798128693	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4148.8927695564	-199.2590928254	3933.4499511719	55.2860439144	381	3957.3500976563	220.000000;240.000000;40.000000;180.000000;1062.000000;20.000000	3	-1.8881030993	0.325723046	61.1	NA	2	220.000000;240.000000;40.000000;180.000000;1062.000000;20.000000	220.000000;240.000000;40.000000;180.000000;1062.000000;20.000000	1	120
+strep_align/Strep0_Repl2_R02/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	2	split_hroest_K120808_combined.featureXML	4857.7861318076	f_7695999890006491586	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4186.7999231532	270.9862086544	4438.6899414063	68.9583866448	3605	4486.4799804688	130.000000;1110.000000;150.000000;430.000000;19792.000000;780.000000	4	-1.8914462466	0.3350264606	61.1	NA	2	130.000000;1110.000000;150.000000;430.000000;19792.000000;780.000000	130.000000;1110.000000;150.000000;430.000000;19792.000000;780.000000	1	130
+strep_align/Strep0_Repl2_R02/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	2	split_hroest_K120808_combined.featureXML	4545.5372693098	f_7995570933545899074	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4186.7999231532	38.7373461565	4199.7202148438	62.2205422539	997	4250.9301757813	1983.000000;3069.000000;1130.000000;1100.000000;710.000000;410.000000	2	0.440521846	0.3	61.1	cluster TRUE	2	1983.000000;3069.000000;1130.000000;1100.000000;710.000000;410.000000	1983.000000;3069.000000;1130.000000;1100.000000;710.000000;410.000000	1	100
+strep_align/Strep0_Repl2_R02/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	2	split_hroest_K120808_combined.featureXML	4697.2778585929	f_13533807518639064717	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4186.7999231532	110.4779354397	4261.169921875	64.3018309281	5641	4315.7900390625	620.000000;10240.000000;320.000000;14723.000000;780.000000;310.000000	1	-1.4000010917	0.15	61.1	cluster FALSE	2	620.000000;10240.000000;320.000000;14723.000000;780.000000;310.000000	620.000000;10240.000000;320.000000;14723.000000;780.000000;310.000000	1	80
+strep_align/Strep0_Repl2_R02/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	2	split_hroest_K120808_combined.featureXML	4400.5531316006	f_15970037542975291475	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4186.7999231532	-186.2467915526	3988.0700683594	55.6934570662	512	4011.9599609375	420.000000;420.000000;60.000000;290.000000;1273.000000;20.000000	3	-1.6324942375	0.3278895544	61.1	NA	2	420.000000;420.000000;60.000000;290.000000;1273.000000;20.000000	420.000000;420.000000;60.000000;290.000000;1273.000000;20.000000	1	20
+strep_align/Strep0_Repl2_R03/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	3	split_hroest_K120808_combined.featureXML	4761.797222448	f_10695898602322980677	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4125.0490419982	36.7481804498	4134.8701171875	62.1581880861	1624	4186.080078125	3522.000000;4438.000000;1680.000000;1940.000000;1291.000000;690.000000	2	2.8268775648	0.1	61.1	cluster TRUE	2	3522.000000;4438.000000;1680.000000;1940.000000;1291.000000;690.000000	3522.000000;4438.000000;1680.000000;1940.000000;1291.000000;690.000000	1	130
+strep_align/Strep0_Repl2_R03/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	3	split_hroest_K120808_combined.featureXML	4842.7563496649	f_6146381832908670245	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4125.0490419982	117.7073076667	4213.3901367188	64.4992677521	13028	4264.58984375	540.000000;21788.000000;450.000000;30697.000000;870.000000;240.000000	1	-1.2538849522	0.1	61.1	cluster FALSE	2	540.000000;21788.000000;450.000000;30697.000000;870.000000;240.000000	540.000000;21788.000000;450.000000;30697.000000;870.000000;240.000000	1	60
+strep_align/Strep0_Repl2_R03/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	3	split_hroest_K120808_combined.featureXML	5002.5892306441	f_17231814870828860734	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4125.0490419982	277.5401886459	4384.080078125	69.1211247371	6969	4425.0400390625	160.000000;1521.000000;320.000000;550.000000;35766.000000;520.000000	4	-2.1006079776	0.3411849331	61.1	NA	2	160.000000;1521.000000;320.000000;550.000000;35766.000000;520.000000	160.000000;1521.000000;320.000000;550.000000;35766.000000;520.000000	1	40
+strep_align/Strep0_Repl2_R03/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	3	split_hroest_K120808_combined.featureXML	4550.661382069	f_17124686349881931625	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4125.0490419982	-174.3876599292	3943.6899414063	56.0528131928	610	3960.7600097656	360.000000;410.000000;30.000000;320.000000;1331.000000;40.000000	3	-1.1356280226	0.3069359946	61.1	NA	2	360.000000;410.000000;30.000000;320.000000;1331.000000;40.000000	360.000000;410.000000;30.000000;320.000000;1331.000000;40.000000	1	20
+pg1	FALSE	trgr1	0	split_hroest_K120808_combined.featureXML	100	1	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg1	FALSE	trgr1	1	split_hroest_K120808_combined.featureXML	200	2	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg1	FALSE	trgr1	2	split_hroest_K120808_combined.featureXML	300	3	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg1	FALSE	trgr1	3	split_hroest_K120808_combined.featureXML	400	4	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg2	FALSE	trgr2	0	split_hroest_K120808_combined.featureXML	5000	5	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg2	FALSE	trgr2	1	split_hroest_K120808_combined.featureXML	5200	6	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg2	FALSE	trgr2	2	split_hroest_K120808_combined.featureXML	5400	7	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg2	FALSE	trgr2	3	split_hroest_K120808_combined.featureXML	5600	8	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg3	FALSE	trgr3	0	split_hroest_K120808_combined.featureXML	2000	9	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg3	FALSE	trgr3	1	split_hroest_K120808_combined.featureXML	2100	10	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg3	FALSE	trgr3	2	split_hroest_K120808_combined.featureXML	2300	11	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg3	FALSE	trgr3	3	split_hroest_K120808_combined.featureXML	2500	12	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg4	FALSE	trgr4	0	split_hroest_K120808_combined.featureXML	2100	9	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg4	FALSE	trgr4	1	split_hroest_K120808_combined.featureXML	2200	10	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg4	FALSE	trgr4	2	split_hroest_K120808_combined.featureXML	2400	11	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
+pg4	FALSE	trgr4	3	split_hroest_K120808_combined.featureXML	2600	12	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-011	61.1	forAlignment	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/feature_alignment_3_openswath_output_splinePy_cluster_ids.csv	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,31 @@
+1
+10
+10
+11
+11
+12
+12
+2
+3
+4
+5
+6
+7
+8
+9
+9
+f_10695898602322980677
+f_1127496644798128693
+f_13169006090966118307
+f_13533807518639064717
+f_14033255530503723792
+f_15970037542975291475
+f_17032480123683661142
+f_17124686349881931625
+f_17231814870828860734
+f_17254733915653094913
+f_1946229642962775443
+f_6146381832908670245
+f_7259477005084093710
+f_7695999890006491586
+f_7995570933545899074
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/feature_alignment_3_openswath_output_splineR_cluster_ids.csv	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,31 @@
+1
+10
+10
+11
+11
+12
+12
+2
+3
+4
+5
+6
+7
+8
+9
+9
+f_10695898602322980677
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+f_13169006090966118307
+f_13533807518639064717
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+f_15970037542975291475
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+f_7259477005084093710
+f_7695999890006491586
+f_7995570933545899074
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/feature_alignment_5_peakview_output_matrix.csv	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,3 @@
+Peptide	Protein	Intensity_dataset_6b0147ab-64bc-4532-8b71-f590fada827e.dat_ywu_L121218_002_SW.wiff (sample 1)_0	RT_dataset_6b0147ab-64bc-4532-8b71-f590fada827e.dat_ywu_L121218_002_SW.wiff (sample 1)_0	Intensity_dataset_6b0147ab-64bc-4532-8b71-f590fada827e.dat_ywu_L121218_003_SW.wiff (sample 1)_0	RT_dataset_6b0147ab-64bc-4532-8b71-f590fada827e.dat_ywu_L121218_003_SW.wiff (sample 1)_0	Intensity_dataset_6b0147ab-64bc-4532-8b71-f590fada827e.dat_ywu_L121218_004_SW.wiff (sample 1)_0	RT_dataset_6b0147ab-64bc-4532-8b71-f590fada827e.dat_ywu_L121218_004_SW.wiff (sample 1)_0	Intensity_dataset_6b0147ab-64bc-4532-8b71-f590fada827e.dat_ywu_L121218_005_SW.wiff (sample 1)_0	RT_dataset_6b0147ab-64bc-4532-8b71-f590fada827e.dat_ywu_L121218_005_SW.wiff (sample 1)_0	Intensity_dataset_6b0147ab-64bc-4532-8b71-f590fada827e.dat_ywu_L121218_006_SW.wiff (sample 1)_0	RT_dataset_6b0147ab-64bc-4532-8b71-f590fada827e.dat_ywu_L121218_006_SW.wiff (sample 1)_0	RT_mean	RT_std	pg_pvalue
+LIGNMALLPLR+2	Actin-related protein 2/3 complex subunit 3 musculus 	2900.0	80.41	3700.0	80.3267592431513	2300.0	80.2970686001864	2300.0	80.385140821583	3200.0	80.3699472702056	80.35778318702526	0.04067369369496349	1.0
+LIGNMALLPLR+3	Actin-related protein 2/3 complex subunit 3 musculus 	150.0	80.33	97.0	80.3372300313998	140.0	80.3072715711995	120.0	80.3546761207408	98.0	80.2433156865484	80.3144986819777	0.03870524941407648	1.0
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/feature_alignment_openswath_input_1.csv	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,17 @@
+transition_group_record	decoy	transition_group_id	run_id	filename	RT	id	Sequence	FullPeptideName	ProteinName	assay_rt	delta_rt	leftWidth	norm_RT	peak_apices_sum	rightWidth	aggr_Peak_Area	peak_group_rank	d_score	m_score	iRT_of_assay	comment	Charge	aggr_Peak_Apex	aggr_Fragment_Annotation	sn_ratio	Intensity	Comment: The following columns are for mProphet	Tr	iRT_empirical	iRT_predicted	protein	transition_group_pepseq
+strep_align/Strep0_Repl1_R02/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	0	split_hroest_K120808_combined.featureXML	4157.2848086113	f_14033255530503723792	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	24.5656409693	4134.8798828125	61.8076522795	3884	4172.4301757813	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	4.6430186544	2.70626830372887e-06	61.1	cluster TRUE	2	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	5502.000000;5889.000000;2222.000000;2512.000000;1460.000000;1020.000000	1	120		4157.2848086113	4157.2848086113	4147.2848086113	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl1_R02/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	0	split_hroest_K120808_combined.featureXML	4236.7508741707	f_13169006090966118307	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	104.0317065287	4199.740234375	64.1108995811	8628	4261.1899414063	791.000000;18367.000000;540.000000;22477.000000;750.000000;560.000000	2	-3.1954820554	0.0005	61.1	cluster FALSE	2	791.000000;18367.000000;540.000000;22477.000000;750.000000;560.000000	791.000000;18367.000000;540.000000;22477.000000;750.000000;560.000000	1	250		4236.7508741707	4236.7508741707	4226.7508741707	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl1_R02/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	0	split_hroest_K120808_combined.featureXML	4396.94273305	f_17032480123683661142	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	264.223565408	4377.25	68.7539061792	5567	4431.8701171875	280.000000;1351.000000;280.000000;920.000000;31052.000000;860.000000	4	-3.3249147171	0.3220580725	61.1	NA	2	280.000000;1351.000000;280.000000;920.000000;31052.000000;860.000000	280.000000;1351.000000;280.000000;920.000000;31052.000000;860.000000	1	150		4396.94273305	4396.94273305	4386.94273305	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl1_R02/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	0	split_hroest_K120808_combined.featureXML	4103.0075035304	f_17254733915653094913	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4132.719167642	-29.7116641116	4083.669921875	60.2344769173	460	4110.9799804688	30.000000;380.000000;230.000000;970.000000;490.000000;90.000000	3	-1.1571588178	0.2855822027	61.1	NA	2	30.000000;380.000000;230.000000;970.000000;490.000000;90.000000	30.000000;380.000000;230.000000;970.000000;490.000000;90.000000	1	180		4103.0075035304	4103.0075035304	4093.0075035304	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl1_R03/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	1	split_hroest_K120808_combined.featureXML	4237.834612717	f_7259477005084093710	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4148.8927695564	88.9418431607	4220.2099609375	63.6912797891	5950	4257.759765625	100.000000;11940.000000;90.000000;14746.000000;310.000000;100.000000	1	-1.2978089457	0.005	61.1	cluster FALSE but FDR below 1%	2	100.000000;11940.000000;90.000000;14746.000000;310.000000;100.000000	100.000000;11940.000000;90.000000;14746.000000;310.000000;100.000000	1	130		4237.834612717	4237.834612717	4227.834612717	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl1_R03/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	1	split_hroest_K120808_combined.featureXML	4167.1282356709	f_1946229642962775443	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4148.8927695564	18.2354661146	4128.0400390625	61.629163735	967	4196.3198242188	2368.000000;3613.000000;1050.000000;1430.000000;750.000000;440.000000	2	1.2528426368	0.0590706643	61.1	cluster TRUE	2	2368.000000;3613.000000;1050.000000;1430.000000;750.000000;440.000000	2368.000000;3613.000000;1050.000000;1430.000000;750.000000;440.000000	1	50		4167.1282356709	4167.1282356709	4157.1282356709	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl1_R03/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	1	split_hroest_K120808_combined.featureXML	4204.9589978683	f_546336782280825114	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4148.8927695564	56.0662283119	4199.7299804688	62.7324789567	180	4216.7998046875	390.000000;180.000000;30.000000;160.000000;130.000000;70.000000	4	-1.9709294327	0.3276775879	61.1	NA	2	390.000000;180.000000;30.000000;160.000000;130.000000;70.000000	390.000000;180.000000;30.000000;160.000000;130.000000;70.000000	1	220		4204.9589978683	4204.9589978683	4194.9589978683	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl1_R03/split_hroest_K120808_all_peakgroups_for_pedros.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	1	split_hroest_K120808_combined.featureXML	3949.633676731	f_1127496644798128693	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4148.8927695564	-199.2590928254	3933.4499511719	55.2860439144	381	3957.3500976563	220.000000;240.000000;40.000000;180.000000;1062.000000;20.000000	3	-1.8881030993	0.325723046	61.1	NA	2	220.000000;240.000000;40.000000;180.000000;1062.000000;20.000000	220.000000;240.000000;40.000000;180.000000;1062.000000;20.000000	1	120		3949.633676731	3949.633676731	3939.633676731	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl2_R02/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	2	split_hroest_K120808_combined.featureXML	4457.7861318076	f_7695999890006491586	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4186.7999231532	270.9862086544	4438.6899414063	68.9583866448	3605	4486.4799804688	130.000000;1110.000000;150.000000;430.000000;19792.000000;780.000000	4	-1.8914462466	0.3350264606	61.1	NA	2	130.000000;1110.000000;150.000000;430.000000;19792.000000;780.000000	130.000000;1110.000000;150.000000;430.000000;19792.000000;780.000000	1	130		4457.7861318076	4457.7861318076	4447.7861318076	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl2_R02/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	2	split_hroest_K120808_combined.featureXML	4225.5372693098	f_7995570933545899074	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4186.7999231532	38.7373461565	4199.7202148438	62.2205422539	997	4250.9301757813	1983.000000;3069.000000;1130.000000;1100.000000;710.000000;410.000000	2	0.440521846	0.3	61.1	cluster TRUE	2	1983.000000;3069.000000;1130.000000;1100.000000;710.000000;410.000000	1983.000000;3069.000000;1130.000000;1100.000000;710.000000;410.000000	1	100		4225.5372693098	4225.5372693098	4215.5372693098	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl2_R02/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	2	split_hroest_K120808_combined.featureXML	4297.2778585929	f_13533807518639064717	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4186.7999231532	110.4779354397	4261.169921875	64.3018309281	5641	4315.7900390625	620.000000;10240.000000;320.000000;14723.000000;780.000000;310.000000	1	-1.4000010917	0.15	61.1	cluster FALSE	2	620.000000;10240.000000;320.000000;14723.000000;780.000000;310.000000	620.000000;10240.000000;320.000000;14723.000000;780.000000;310.000000	1	80		4297.2778585929	4297.2778585929	4287.2778585929	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl2_R02/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	2	split_hroest_K120808_combined.featureXML	4000.5531316006	f_15970037542975291475	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4186.7999231532	-186.2467915526	3988.0700683594	55.6934570662	512	4011.9599609375	420.000000;420.000000;60.000000;290.000000;1273.000000;20.000000	3	-1.6324942375	0.3278895544	61.1	NA	2	420.000000;420.000000;60.000000;290.000000;1273.000000;20.000000	420.000000;420.000000;60.000000;290.000000;1273.000000;20.000000	1	20		4000.5531316006	4000.5531316006	3990.5531316006	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl2_R03/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	3	split_hroest_K120808_combined.featureXML	4161.797222448	f_10695898602322980677	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4125.0490419982	36.7481804498	4134.8701171875	62.1581880861	1624	4186.080078125	3522.000000;4438.000000;1680.000000;1940.000000;1291.000000;690.000000	2	2.8268775648	0.1	61.1	cluster TRUE	2	3522.000000;4438.000000;1680.000000;1940.000000;1291.000000;690.000000	3522.000000;4438.000000;1680.000000;1940.000000;1291.000000;690.000000	1	130		4161.797222448	4161.797222448	4151.797222448	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl2_R03/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	3	split_hroest_K120808_combined.featureXML	4242.7563496649	f_6146381832908670245	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4125.0490419982	117.7073076667	4213.3901367188	64.4992677521	13028	4264.58984375	540.000000;21788.000000;450.000000;30697.000000;870.000000;240.000000	1	-1.2538849522	0.1	61.1	cluster FALSE	2	540.000000;21788.000000;450.000000;30697.000000;870.000000;240.000000	540.000000;21788.000000;450.000000;30697.000000;870.000000;240.000000	1	60		4242.7563496649	4242.7563496649	4232.7563496649	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl2_R03/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	3	split_hroest_K120808_combined.featureXML	4402.5892306441	f_17231814870828860734	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4125.0490419982	277.5401886459	4384.080078125	69.1211247371	6969	4425.0400390625	160.000000;1521.000000;320.000000;550.000000;35766.000000;520.000000	4	-2.1006079776	0.3411849331	61.1	NA	2	160.000000;1521.000000;320.000000;550.000000;35766.000000;520.000000	160.000000;1521.000000;320.000000;550.000000;35766.000000;520.000000	1	40		4402.5892306441	4402.5892306441	4392.5892306441	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
+strep_align/Strep0_Repl2_R03/split_hroest_K120808_all_peakgroups_forpedro.xls:17365_TLDTAAEKIVETATR/3_run0 0 0	FALSE	17365_TLDTAAEKIVETATR/3_run0	3	split_hroest_K120808_combined.featureXML	3950.661382069	f_17124686349881931625	TLDTAAEKIVETATR	TLDTAAEKIVETATR	Spyo_Exp3652_DDB_SeqID_324814	4125.0490419982	-174.3876599292	3943.6899414063	56.0528131928	610	3960.7600097656	360.000000;410.000000;30.000000;320.000000;1331.000000;40.000000	3	-1.1356280226	0.3069359946	61.1	NA	2	360.000000;410.000000;30.000000;320.000000;1331.000000;40.000000	360.000000;410.000000;30.000000;320.000000;1331.000000;40.000000	1	20		3950.661382069	3950.661382069	3940.661382069	Spyo_Exp3652_DDB_SeqID_324814	TLDTAAEKIVETATR
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/feature_alignment_peakview_input_2.csv	Fri Dec 10 00:30:05 2021 +0000
@@ -0,0 +1,22 @@
+"Time"	"peakGroup"	"Sample"	"Pep.Index"	"Protein"	"Decoy"	"Peptide"	"Confidence"	"Precursor.MZ"	"Precursor.Charge"	"Peak.RT"	"Transition.Areas"	"Average.Peak"	"Median.RT"	"MaxPeak.RT"	"MaxPeak.Intensity"	"Score"	"AbsoluteMzError"	"MedianMzError"	"RtConsistency"	"ExpectedRt"	"ChroWidthConsistency"	"IntensityPattern"	"YIons"	"MatchProbability"	"SignalToNoise"	"HLIntensityCorrelation"	"Xcorr2DPeaks"	"Num.Prerranked.groups"	"Num.Evaluated.groups"	"Preranking"	"RT"	"ExpectedRT"	"RTHeight"	"ExpectedRTHeight"	"RT50Width"	"RTNoise"	"NumRTPeaksAboveSN"	"MZ"	"ExpectedMZ"	"MZHeight"	"MZ50Width"	"Charge"	"ExpectedCharge"	"Mono"	"Used"	"YIonMZ"	"ExpectedYIons"	"X"	"aligned_rt"	"aligned_rt_diff"
+"11:23:15"	1	"ywu_L121218_002_SW.wiff (sample 1)"	27886	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+3"	1	404.2495	3	79.9226304650383	"611.4239_y5:null_null_null,498.3398_y4:2033.1569058655_151.076127468725_8.85330715163171,713.4014_b7:1365.37315120079_70_5.18589778942739,600.3174_b6:1359.22114090841_123.833655084656_6.17151478387135,529.2803_b5:null_null_null,682.461_y6:null_null_null,"	"80.05:10,80.19:176,80.22:351.9,80.45:176,80.62:3"	80.33	80.27	150	1.9e+08	0.13	0.13	0.13	0.13	0.13	0.13	0.13	0.13	0.73	0.53	0.13	1	1	1	"80.3875450179245_80.2681172911531_80.3242628231043_80.3408775664709_80.3491145712847_80.2517647442096"	79.9226304650383	"93.2277914764818_151.076127468725_70_123.833655084656_66.6648179751019_81"	"3000_1433.09997558594_1160.90002441406_1060.09997558594_918.900024414063_702.700012207031"	"0.138196816636594_0.256866657170733_0.350689583333335_0.232522379159306_0.318119040562934_0.387719615516488"	"4.95061404883585_8.85330715163171_5.18589778942739_6.17151478387135_5.99752823804411_4.55081763169696"	"1_1_1_1_2_1"	"611.422011040799_498.348530307152_713.409665210068_600.319850643079_529.289683045948_682.44857252014"	"611.423889160156_498.33984375_713.401428222656_600.3173828125_529.2802734375_682.460998535156"	"13.6666666666667_13.3333333333333_13.3333333333333_20.3333333333333_13.3333333333333_20.3333333333333"	"0.0160945543258322_0.0488412904473989_0.0358163514524676_0.0173936213901698_0.00974217047485126_0.00661567511519934"	"1_1_1_1_2_1"	"1_1_1_1_1_1"	"False_True_True_True_True_False"	"True_True_True_True_True_True"	"0_288.213417469409_385.259600476745_498.348530307152_0_0_0_0_0_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	80.33	0
+"11:45:05"	1	"ywu_L121218_002_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.9217331132498	"984.5659_y9:63172.9695350965_2913.21957472496_32.6363403871121,682.461_y6:27701.8619944977_1377.43938585543_8.62548016272112,813.5015_y7:6817.05357691055_561.21992990478_20.6417114060844,927.5444_y8:6259.08450213339_255.668467680939_22.7189417125541,826.4855_b8:null_null_null,713.4014_b7:2489.71458466376_294.551253757974_41.7198927051708,"	"80.01:450.6,80.2:2935.3,80.46:5870.5,80.55:2935.3,80.69:470.2"	80.41	80.38	2900	8.5e+11	0.054	0.074	0.03	0.089	0.14	0.02	0.0099	0.035	1	0.5	0.23	18	3	1	"80.3847265781083_80.3635034220867_80.4302157655778_80.3627289651931_80.4304769279579_80.4789452144931"	79.9217331132498	"2913.21957472496_1377.43938585543_561.21992990478_255.668467680939_430.552794744168_294.551253757974"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.328344360247897_0.331599877802205_0.197121681696942_0.482989703137633_0.482827452321217_0.158959141540507"	"32.6363403871121_8.62548016272112_20.6417114060844_22.7189417125541_30.1972793139185_41.7198927051708"	"3_1_2_4_2_5"	"984.540922640428_682.467753766226_813.511891732749_927.557670439387_826.501929646604_N/A"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"168.333333333333_131_61.3333333333333_30.6666666666667_13.6666666666667_N/A"	"0.0076031054517216_0.0457597515854786_0.0374294178778882_0.029309592705431_0.0324639638558892_N/A"	"0_1_1_1_1_0"	"1_1_1_1_1_1"	"Unknown_True_True_True_False_Unknown"	"True_True_True_True_True_True"	"175.14154928442_288.17524862357_385.259246937153_498.347439687727_611.424923681304_682.467753766226_813.511891732749_927.557670439387_984.540922640428_1097.64646750353_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	80.41	0
+"11:45:05"	2	"ywu_L121218_002_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.9217331132498	"984.5659_y9:null_null_null,682.461_y6:null_null_null,813.5015_y7:null_null_null,927.5444_y8:null_null_null,826.4855_b8:26415.0318094871_1505.72434561968_31.2090056959494,713.4014_b7:null_null_null,"	"78.92:92.8,79.11:814.4,79.2:1628.7,79.41:814.4,79.6:165.3"	79.23	79.24	1500	210000	0.5	0.5	0.75	0.089	0.5	0.75	0.79	0.52	0.005	0.5	0.75	18	3	2	"79.2280349897488_N/A_N/A_79.2267074012329_79.2366567324793_N/A"	79.9217331132498	"9165.04035107153_N/A_N/A_1142.347612787_1505.72434561968_N/A"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.289693645651596_N/A_N/A_0.272703094160448_0.300779618806786_N/A"	"30.595322958426_N/A_N/A_21.6487619093028_31.2090056959494_N/A"	"1_N/A_N/A_1_1_N/A"	"984.583643522916_682.439745778068_813.462829826501_927.560190138688_826.487700788133_713.332836640461"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"1026_17_17.0000000002328_139_169_20.3333333333333"	"0.0528225874248847_0.00915705196894123_0.00419014783278726_0.061628638481011_0.0583090823893144_0.0152053454114593"	"1_2_0_1_0_5"	"1_1_1_1_1_1"	"False_True_Unknown_False_Unknown_False"	"True_False_False_True_True_False"	"175.11498948848_288.172165486245_0_0_0_682.419638638861_0_0_0_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	79.23	0
+"11:45:05"	3	"ywu_L121218_002_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.9217331132498	"984.5659_y9:1616.42988483826_131.233156543058_21.2872124526729,682.461_y6:1300.21980511359_95.9807853822131_6.67305574172559,813.5015_y7:840.098846386696_132.276870446228_20.5933104277774,927.5444_y8:373.882902853722_72.6421801600245_18.8812537139364,826.4855_b8:675.788180660378_163.110710100234_24.663600700104,713.4014_b7:null_null_null,"	"75.71:392.1,75.74:463,75.88:925.9,75.92:463,76.05:289.6"	75.83	75.77	160	45000	0.5	0.5	0.079	0.52	0.47	0.37	0.55	0.19	0.64	0.5	0.36	18	3	3	"75.8303010940226_75.9070595744131_75.9403833333333_75.7686_75.7686_75.8341911820244"	79.9217331132498	"131.233156543058_95.9807853822131_132.276870446228_72.6421801600245_163.110710100234_383.871236201916"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.214956620442308_0.228138567048632_0.0911129845835745_0.0797467732449491_0.0691309903446609_0.468465832653436"	"21.2872124526729_6.67305574172559_20.5933104277774_18.8812537139364_24.663600700104_43.7497137357593"	"7_3_8_15_6_4"	"984.560648952255_N/A_813.483650376649_N/A_N/A_713.391815610818"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"34_N/A_16.6666666666667_N/A_N/A_30.3333333332557"	"0.00557728288197268_N/A_0.0327104558474502_N/A_N/A_0.00377009978888054"	"0_0_1_0_0_3"	"1_1_1_1_1_1"	"Unknown_Unknown_True_Unknown_Unknown_False"	"True_True_True_True_True_True"	"0_288.222821731842_0_498.274877624178_611.370451935052_0_813.483650376649_0_984.560648952255_1097.57090085832_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	75.83	0
+"12:21:59"	1	"ywu_L121218_003_SW.wiff (sample 1)"	27886	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+3"	1	404.2495	3	79.4599885783973	"611.4239_y5:695.955480627102_81.5958365448391_3.92152729414383,498.3398_y4:2243.25091199125_97.2531292215032_4.25943739856399,713.4014_b7:534.424645320621_50.6392833808782_5.91082136540284,600.3174_b6:801.413919946023_87.4041774769889_5.92348122073576,529.2803_b5:798.734694509919_60_6.99582870957075,682.461_y6:null_null_null,"	"79.53:40,79.61:203.9,79.76:407.8,79.85:203.9,79.99:20.2"	79.75	79.71	97	3.3e+09	0.5	0.5	0.05	0.13	0.05	0.05	0.05	0.075	0.83	0.5	0.05	1	1	1	"79.7691692602483_79.7130270329789_79.7873518870944_79.7355352702599_79.7529370487846_N/A"	79.4599885783973	"81.5958365448391_97.2531292215032_50.6392833808782_87.4041774769889_60_N/A"	"3000_1433.09997558594_1160.90002441406_1060.09997558594_918.900024414063_702.700012207031"	"0.107360617963792_0.280681766658262_0.204320329342025_0.180310757496116_0.340557962256085_N/A"	"3.92152729414383_4.25943739856399_5.91082136540284_5.92348122073576_6.99582870957075_N/A"	"1_1_1_1_3_N/A"	"611.418595146455_498.342011099309_N/A_N/A_N/A_N/A"	"611.423889160156_498.33984375_713.401428222656_600.3173828125_529.2802734375_682.460998535156"	"13.3333333333333_20_N/A_N/A_N/A_N/A"	"0.0261766851290304_0.0237477931120793_N/A_N/A_N/A_N/A"	"1_1_0_0_0_0"	"1_1_1_1_1_1"	"True_True_Unknown_Unknown_Unknown_Unknown"	"True_True_True_True_True_False"	"175.112053679092_0_385.264683849443_498.342011099309_611.418595146455_0_0_0_0_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	80.3372300313998	-0.587230031399798
+"12:46:07"	1	"ywu_L121218_003_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.4590914543314	"984.5659_y9:62342.0136655603_3725.01197116701_35.7878492666171,682.461_y6:31194.2841276724_1510.20616405492_8.31637249686309,813.5015_y7:17403.6864015132_679.389066434029_16.3739140748602,927.5444_y8:5519.99473730796_375.366186119185_20.4467322079474,826.4855_b8:9659.95632589417_647.450474018238_32.0915835709068,713.4014_b7:null_null_null,"	"79.26:234.4,79.59:3631,79.78:7262,79.84:3631,80.01:378"	79.74	79.76	3700	1e+14	0.04	0.12	0.064	0.054	0.17	0.059	0.015	0.02	0.005	0.5	0.079	19	3	1	"79.7644577758905_79.736637618253_79.6580663228811_79.7277414786923_79.7445548837875_79.7672655310848"	79.4590914543314	"3725.01197116701_1510.20616405492_679.389066434029_375.366186119185_647.450474018238_454.98845996843"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.252816287122201_0.322681716367526_0.533268176929752_0.250343589188574_0.202465161099397_0.115193810826725"	"35.7878492666171_8.31637249686309_16.3739140748602_20.4467322079474_32.0915835709068_51.1608860889051"	"3_1_1_2_2_6"	"984.536780957495_682.463636500082_813.507963873021_927.559458911263_826.478931662218_713.40785184937"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"92_193.666666666667_68.3333333333333_40.6666666666667_34.3333333330229_17"	"0.0276704712633773_0.0404383442378276_0.0640770868197933_0.0118932230194559_0.00286275658686463_0.0188505919459203"	"1_1_1_1_0_2"	"1_1_1_1_1_1"	"True_True_True_True_Unknown_False"	"True_True_True_True_True_True"	"175.136478361909_288.219494139316_385.261722178417_498.341615915194_611.425582744104_682.463636500082_813.507963873021_927.559458911263_984.536780957495_1097.66028200887_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	80.3267592431513	-0.586759243151263
+"12:46:07"	2	"ywu_L121218_003_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.4590914543314	"984.5659_y9:null_null_null,682.461_y6:null_null_null,813.5015_y7:null_null_null,927.5444_y8:null_null_null,826.4855_b8:29093.9585385698_1776.12676050086_32.0297652471469,713.4014_b7:null_null_null,"	"78.46:130.6,78.65:944.6,78.8:1889.2,78.92:944.6,79.15:95.5"	78.75	78.76	1800	1200000	0.34	0.36	0.75	0.079	0.5	0.75	0.29	0.57	0.005	0.5	0.75	19	3	2	"78.7516732973404_N/A_N/A_78.7550152573598_78.7610379920924_N/A"	79.4590914543314	"10741.5857445992_N/A_N/A_1246.10699307787_1776.12676050086_N/A"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.221542651828784_N/A_N/A_0.201619487133527_0.27424393414789_N/A"	"34.7194778603106_N/A_N/A_21.0092462057853_32.0297652471469_N/A"	"1_N/A_N/A_1_1_N/A"	"984.580681795204_682.412940381784_N/A_927.554781758257_826.486868259013_713.454301638241"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"1048.66666666667_54.6666666666667_N/A_130.666666666667_165_16.9999999997672"	"0.0571396809709768_0.0146609016740058_N/A_0.0544077444664026_0.0564364522343794_0.00384563761019763"	"1_1_0_1_0_0"	"1_1_1_1_1_1"	"False_True_Unknown_False_Unknown_Unknown"	"True_False_False_True_True_False"	"175.115723500999_288.140261041746_385.20544320406_498.307462939696_0_682.412940381784_0_0_0_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	79.2581620805884	-0.508162080588434
+"12:46:07"	3	"ywu_L121218_003_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.4590914543314	"984.5659_y9:null_null_null,682.461_y6:null_null_null,813.5015_y7:null_null_null,927.5444_y8:691.792131017952_86.7456409023798_20.2324044441414,826.4855_b8:null_null_null,713.4014_b7:null_null_null,"	"75.42:65.3,75.44:61.8,75.48:123.6,75.62:61.8,75.65:25.3"	75.55	75.55	87	700	0.5	0.5	0.75	0.52	0.5	0.75	0.79	0.94	0.14	0.5	0.75	19	3	3	"75.515728211372_N/A_N/A_75.5542535029337_75.5291360931461_75.5490535702549"	79.4590914543314	"159.55142461883_N/A_N/A_86.7456409023798_153.566740036464_589.545536155857"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.233981881483984_N/A_N/A_0.181763038584251_0.203343671103326_0.211959115150307"	"33.3173351222639_N/A_N/A_20.2324044441414_29.8936920366768_45.1053314143605"	"6_N/A_N/A_13_10_3"	"984.562623822968_682.449936903196_N/A_927.555999078148_826.472048592545_713.397062064111"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"17_13.3333333333333_N/A_17_20.6666666666667_47.6666666666667"	"0.0193737662615376_0.00860394757592076_N/A_0.0341759906041261_0.0121736639329129_0.011965251708034"	"2_1_0_1_2_4"	"1_1_1_1_1_1"	"False_False_Unknown_True_False_False"	"True_False_False_True_True_True"	"0_0_385.261526700595_498.339646411046_0_0_0_927.555999078148_0_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	75.868341077206	-0.318341077205986
+"13:22:36"	1	"ywu_L121218_004_SW.wiff (sample 1)"	27886	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+3"	1	404.2495	3	79.5941352903303	"611.4239_y5:981.529311549473_85.6745843821705_4.28290555684228,498.3398_y4:2929.44226409681_136.365977283862_8.34150108955811,713.4014_b7:946.500696399436_102.958269334049_5.14035968205949,600.3174_b6:985.500645026059_69.5706747125369_6.26787860726159,529.2803_b5:1228.13210503255_78.8876311302884_6.32066783717301,682.461_y6:null_null_null,"	"79.59:20,79.65:248.2,79.82:496.4,79.95:248.2,80.05:27.9"	79.82	79.78	140	2.1e+09	0.5	0.5	0.05	0.075	0.05	0.05	0.13	0.075	0.88	0.5	0.05	1	1	1	"79.8672435017827_79.7753312858912_79.822602587473_79.7341166556411_79.8169180816553_N/A"	79.5941352903303	"85.6745843821705_136.365977283862_102.958269334049_69.5706747125369_78.8876311302884_N/A"	"3000_1433.09997558594_1160.90002441406_1060.09997558594_918.900024414063_702.700012207031"	"0.2207251287725_0.462644753675093_0.0981768021016762_0.283719440970074_0.300852034803768_N/A"	"4.28290555684228_8.34150108955811_5.14035968205949_6.26787860726159_6.32066783717301_N/A"	"1_1_1_1_2_N/A"	"N/A_498.345883997847_N/A_600.31381437701_N/A_N/A"	"611.423889160156_498.33984375_713.401428222656_600.3173828125_529.2802734375_682.460998535156"	"N/A_17_N/A_13.666666666657_N/A_N/A"	"N/A_0.0128009741875417_N/A_0.0171189848325639_N/A_N/A"	"0_1_0_1_0_0"	"1_1_1_1_1_1"	"Unknown_True_Unknown_True_Unknown_Unknown"	"True_True_True_True_True_False"	"0_0_385.25028700361_498.345883997847_0_0_0_0_0_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	80.3072715711995	-0.487271571199457
+"13:44:11"	1	"ywu_L121218_004_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.5932466525774	"984.5659_y9:59350.8897150608_2346.981786619_37.9850649135046,682.461_y6:25402.5280414736_1045.80405098809_9.24410350622813,813.5015_y7:null_null_null,927.5444_y8:6720.00225295179_341.829994810099_22.500243015707,826.4855_b8:7962.23771878778_351.679036694103_27.9535393342726,713.4014_b7:3370.9048792541_310.987177223065_50.5129761020436,"	"79.38:462.8,79.65:2471.1,79.89:4942.3,79.99:2471.1,80.12:587.3"	79.81	79.87	2300	2.2e+12	0.02	0.035	0.054	0.035	0.064	0.059	0.054	0.045	0.96	0.5	0.079	19	3	1	"79.8655754146358_79.8125854686426_N/A_79.8072962597494_79.8068814119591_79.8342454526662"	79.5932466525774	"2346.981786619_1045.80405098809_N/A_341.829994810099_351.679036694103_310.987177223065"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.460607016991432_0.372185583367596_N/A_0.337054687245228_0.284042639751561_0.198687224187736"	"37.9850649135046_9.24410350622813_N/A_22.500243015707_27.9535393342726_50.5129761020436"	"3_1_N/A_3_2_8"	"984.54412171768_682.459661149262_813.505010674639_927.541877166025_826.479639562907_713.399278756883"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"66.6666666666667_129.333333333333_47.3333333333333_34_58_48.3333333334886"	"0.0203211645107331_0.0457507127225654_0.0172405581129169_0.0236701516765834_0.0110095043589808_0.00377008711996041"	"0_1_1_1_0_0"	"1_1_1_1_1_1"	"Unknown_True_True_True_Unknown_Unknown"	"True_True_False_True_True_True"	"175.094242661756_0_385.257400075649_498.346535478075_0_682.459661149262_813.505010674639_927.541877166025_984.54412171768_1097.64207812938_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	80.2970686001864	-0.487068600186447
+"13:44:11"	2	"ywu_L121218_004_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.5932466525774	"984.5659_y9:null_null_null,682.461_y6:null_null_null,813.5015_y7:null_null_null,927.5444_y8:null_null_null,826.4855_b8:26988.3571806801_1242.06579174239_28.1463102270691,713.4014_b7:null_null_null,"	"78.4:80,78.61:671.2,78.69:1342.4,78.99:671.2,79.15:132.9"	78.75	78.77	1200	240000	0.5	0.5	0.75	0.1	0.5	0.75	0.55	0.56	0.005	0.5	0.75	19	3	2	"78.7709618895227_N/A_N/A_78.7362705149892_78.7665756385286_N/A"	79.5932466525774	"8200.54297293411_N/A_N/A_1046.46993273883_1242.06579174239_N/A"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.364551540637535_N/A_N/A_0.311138762997999_0.387639946441894_N/A"	"34.0759603040267_N/A_N/A_22.6269080936769_28.1463102270691_N/A"	"1_N/A_N/A_1_1_N/A"	"984.579576585091_682.416911372046_N/A_927.55151614531_826.486656597102_N/A"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"788.333333333333_30.6666666666279_N/A_99.3333333333333_133_N/A"	"0.0549850992857728_0.0110619424380047_N/A_0.0522652403715256_0.0330430027009925_N/A"	"1_1_0_1_0_0"	"1_1_1_1_1_1"	"False_True_Unknown_False_Unknown_Unknown"	"True_False_False_True_True_False"	"175.118294298464_288.171120788381_0_498.261175365341_0_682.416911372046_0_927.487720887883_0_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	79.2236940972108	-0.473694097210839
+"13:44:11"	3	"ywu_L121218_004_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.5932466525774	"984.5659_y9:null_null_null,682.461_y6:487.622841645393_67.838204803993_10.1878758557517,813.5015_y7:1251.42638959628_83.99640834848_15.2696454208248,927.5444_y8:802.530857351084_94.9514553355621_23.3873732406492,826.4855_b8:2116.82682057388_93.8999939045934_24.9992358409247,713.4014_b7:8400.96587037062_361.441398078293_42.7967568687811,"	"75.54:366.2,75.63:549,75.71:1098,75.88:549,75.88:382.6"	75.72	75.73	360	110000	0.5	0.5	0.064	0.5	0.33	0.49	0.39	0.38	0.41	0.5	0.23	19	3	3	"75.7413648403638_75.7125397592966_75.7797150693882_75.7102065610464_75.6818057434095_75.7257400175026"	79.5932466525774	"95.4169912035431_67.838204803993_83.99640834848_94.9514553355621_93.8999939045934_361.441398078293"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.111815963110161_0.103571761493953_0.298491938261336_0.128106561858687_0.375088371585207_0.508762750205463"	"24.1539043280043_10.1878758557517_15.2696454208248_23.3873732406492_24.9992358409247_42.7967568687811"	"8_10_10_15_14_4"	"984.534676918139_N/A_N/A_927.547362333476_N/A_713.421618928001"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"20_N/A_N/A_13.6666666666279_N/A_17.3333333333721"	"0.0169492559898572_N/A_N/A_0.0113711962044363_N/A_0.00735180586298156"	"2_0_0_0_0_0"	"1_1_1_1_1_1"	"False_Unknown_Unknown_Unknown_Unknown_Unknown"	"True_True_True_True_True_True"	"0_288.211043636487_385.264512219043_498.252009977079_611.364062894888_0_0_927.547362333476_984.521573915163_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	75.9045088180345	-0.184508818034487
+"14:20:24"	1	"ywu_L121218_005_SW.wiff (sample 1)"	27886	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+3"	1	404.2495	3	79.9022825324857	"611.4239_y5:null_null_null,498.3398_y4:1957.59662571505_71_3.61550816886865,713.4014_b7:1218.25696633481_121.84400798392_3.58936646398049,600.3174_b6:1226.6347800692_96.5584103096044_5.23123217996062,529.2803_b5:null_null_null,682.461_y6:null_null_null,"	"79.88:,80.06:144.7,80.22:289.4,80.25:144.7,80.39:"	80.16	80.16	120	1300000	0.53	0.53	0.13	0.13	1.1	0.13	0.13	0.13	0.8	0.53	0.13	2	2	1	"80.1896334837763_80.1190874613199_80.1636833333333_80.1791221816136_N/A_N/A"	79.9022825324857	"88.5903776759515_71_121.84400798392_96.5584103096044_N/A_N/A"	"3000_1433.09997558594_1160.90002441406_1060.09997558594_918.900024414063_702.700012207031"	"0.141058315271366_0.538021041320476_0.0891532295453175_0.186385159239165_N/A_N/A"	"4.799543168614_3.61550816886865_3.58936646398049_5.23123217996062_N/A_N/A"	"1_1_1_1_N/A_N/A"	"611.423457785713_498.341442700864_713.417449795644_N/A_N/A_N/A"	"611.423889160156_498.33984375_713.401428222656_600.3173828125_529.2802734375_682.460998535156"	"20.3333333333333_13.6666666666667_13.3333333333333_N/A_N/A_N/A"	"0.0212835904377471_0.00615193294339633_0.00754028676976759_N/A_N/A_N/A"	"1_0_1_0_0_0"	"1_1_1_1_1_1"	"False_Unknown_True_Unknown_Unknown_Unknown"	"True_True_True_True_False_False"	"175.113007915228_288.210964140498_385.257060097493_498.341442700864_0_0_0_0_0_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	80.3546761207408	-0.194676120740766
+"14:20:24"	2	"ywu_L121218_005_SW.wiff (sample 1)"	27886	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+3"	1	404.2495	3	79.9022825324857	"611.4239_y5:237.139918345548_50_5.81089025078037,498.3398_y4:null_null_null,713.4014_b7:null_null_null,600.3174_b6:null_null_null,529.2803_b5:604.822733679008_50_5.84875423484373,682.461_y6:null_null_null,"	"76.9:10,76.95:55,76.99:110,77.1:55,77.16:10"	77.02	77.07	50	18000	0.5	0.5	0.5	0.25	0.5	0.5	0.13	0.78	0.3	0.5	0.5	2	2	2	"77.0718166666667_N/A_N/A_N/A_76.9653454548867_N/A"	79.9022825324857	"50_N/A_N/A_N/A_50_N/A"	"3000_1433.09997558594_1160.90002441406_1060.09997558594_918.900024414063_702.700012207031"	"0.0748460510710487_N/A_N/A_N/A_0.227524141302524_N/A"	"5.81089025078037_N/A_N/A_N/A_5.84875423484373_N/A"	"2_N/A_N/A_N/A_3_N/A"	"611.399733556906_N/A_N/A_N/A_N/A_N/A"	"611.423889160156_498.33984375_713.401428222656_600.3173828125_529.2802734375_682.460998535156"	"13.6666666667443_N/A_N/A_N/A_N/A_N/A"	"0.003407076373378_N/A_N/A_N/A_N/A_N/A"	"0_0_0_0_0_0"	"1_1_1_1_1_1"	"Unknown_Unknown_Unknown_Unknown_Unknown_Unknown"	"True_False_False_False_True_False"	"175.11612482527_288.20391954051_0_0_611.399733556906_0_0_0_0_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	76.9363785388898	0.0836214611102264
+"14:41:58"	1	"ywu_L121218_005_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.9013811937706	"984.5659_y9:54504.2487947933_2346.89844194463_28.2652353191458,682.461_y6:23900.2853571278_1136.37611113786_8.83212333560757,813.5015_y7:16462.999754284_479.947501717744_15.7459166107246,927.5444_y8:2808.87298979646_211.166251296316_21.7672255119924,826.4855_b8:12843.7825090803_344.456091861769_26.8421456405486,713.4014_b7:6386.29443529435_346.966277724737_39.1336618238081,"	"79.81:586.1,80.02:2708.8,80.15:5417.6,80.39:2708.8,80.55:544.3"	80.19	80.21	2300	3.4e+12	0.015	0.03	0.02	0.054	0.3	0.045	0.015	0.025	1	0.5	0.25	17	3	1	"80.2055254761197_80.1678005775601_80.1236157452456_80.1298752652172_80.3453169673917_80.2766031443511"	79.9013811937706	"2346.89844194463_1136.37611113786_479.947501717744_211.166251296316_344.456091861769_346.966277724737"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.386429353702596_0.345192643361528_0.638635527453815_0.289176323871828_1.0089259828532_0.421858940854634"	"28.2652353191458_8.83212333560757_15.7459166107246_21.7672255119924_26.8421456405486_39.1336618238081"	"3_1_1_3_2_5"	"984.561188358471_682.459757169908_813.502558690091_927.545028427178_826.481568312005_713.414426592075"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"154_128_58_27.6666666666667_31.3333333330229_17.6666666666667"	"0.0567411016096457_0.0406922873836493_0.0486266667712698_0.0595571596061291_0.00596002034103549_0.017680927771039"	"1_1_1_1_0_1"	"1_1_1_1_1_1"	"True_True_True_True_Unknown_True"	"True_True_True_True_True_True"	"175.146381438637_288.169958659576_385.25952207415_498.340892378339_0_682.459757169908_813.502558690091_927.545028427178_984.561188358471_1097.65594185049_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	80.385140821583	-0.195140821582996
+"14:41:58"	2	"ywu_L121218_005_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.9013811937706	"984.5659_y9:null_null_null,682.461_y6:null_null_null,813.5015_y7:null_null_null,927.5444_y8:1971.74513686026_188.967749435471_24.6808895619121,826.4855_b8:276.294621487137_80.423408961467_24.892510709682,713.4014_b7:828.629806500073_96.465899249044_30.5272604380943,"	"84.13:309.4,84.13:308.2,84.19:616.4,84.29:308.2,84.36:185"	84.21	84.17	190	280000	0.5	0.5	0.45	0.59	0.28	0.4	0.15	0.63	0.025	0.5	0.41	17	3	3	"84.1093848762754_N/A_N/A_84.1697364072487_84.2425333333333_84.2597481405261"	79.9013811937706	"93.4177538816948_N/A_N/A_188.967749435471_80.423408961467_96.465899249044"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.0965222044969778_N/A_N/A_0.189356602081119_0.0572815629052883_0.184135559569626"	"16.8237649871685_N/A_N/A_24.6808895619121_24.892510709682_30.5272604380943"	"7_N/A_N/A_6_17_11"	"984.577840105363_N/A_N/A_927.4892316412_N/A_713.382206763948"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"20.3333333333333_N/A_N/A_51.3333333333333_N/A_24.6666666665114"	"0.0217094817319321_N/A_N/A_0.0460492398619863_N/A_0.00221415268822511"	"1_0_0_1_0_0"	"1_1_1_1_1_1"	"False_Unknown_Unknown_True_Unknown_Unknown"	"True_False_False_True_True_True"	"175.081038268756_0_385.269250122434_0_611.408819829957_682.385422670494_0_927.4892316412_984.520203718785_1097.62631108442_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	84.5889756066712	-0.378975606671162
+"14:41:58"	3	"ywu_L121218_005_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.9013811937706	"984.5659_y9:null_null_null,682.461_y6:null_null_null,813.5015_y7:null_null_null,927.5444_y8:null_null_null,826.4855_b8:27214.5880128003_1619.62210021012_27.0185402209066,713.4014_b7:null_null_null,"	"78.75:96.1,79.03:857,79.09:1714,79.24:857,79.6:91.8"	79.12	79.13	1600	170000	0.5	0.5	0.75	0.094	0.5	0.75	0.98	0.47	0.005	0.5	0.75	17	3	2	"79.1125003656006_N/A_N/A_79.1000430920699_79.1308137268277_N/A"	79.9013811937706	"8724.7220556348_N/A_N/A_1098.94642173841_1619.62210021012_N/A"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.30529645043265_N/A_N/A_0.28974172985771_0.207437748411635_N/A"	"28.9149839908288_N/A_N/A_22.3764494040067_27.0185402209066_N/A"	"1_N/A_N/A_1_1_N/A"	"984.579444474793_682.4129949412_N/A_927.559248908603_826.490960645532_N/A"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"845.666666666667_20.3333333333333_N/A_95.6666666666667_145.666666666667_N/A"	"0.0592007849844549_0.0323979559369718_N/A_0.0589224094388783_0.0501346478230289_N/A"	"1_5_0_1_0_0"	"1_1_1_1_1_1"	"False_False_Unknown_False_Unknown_Unknown"	"True_False_False_True_True_False"	"175.111045764841_0_0_498.312993927756_0_0_0_0_984.509911839606_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	79.2713192717295	-0.151319271729491
+"15:17:17"	1	"ywu_L121218_006_SW.wiff (sample 1)"	27886	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+3"	1	404.2495	3	79.3525458229509	"611.4239_y5:1351.40506787869_90_5.66958929140032,498.3398_y4:2028.06882500123_97.6219697496854_4.57339987647979,713.4014_b7:1104.08944174806_88.7463292320892_5.71095956606776,600.3174_b6:1145.43396175162_91_5.95762734469545,529.2803_b5:376.288704810932_72.4676647082672_5.95080784466231,682.461_y6:null_null_null,"	"79.42:5.6,79.54:224.1,79.59:448.2,79.76:224.1,79.88:12.9"	79.62	79.54	98	2.2e+11	0.05	0.05	0.05	0.075	0.05	0.05	0.13	0.075	0.83	0.5	0.05	1	1	1	"79.6701410827928_79.5354174144454_79.6240287429621_79.6483166666667_79.5910666666667_N/A"	79.3525458229509	"90_97.6219697496854_88.7463292320892_91_72.4676647082672_N/A"	"3000_1433.09997558594_1160.90002441406_1060.09997558594_918.900024414063_702.700012207031"	"0.243758544421155_0.528428748833363_0.252555047733111_0.0799652972863214_0.076932157665965_N/A"	"5.66958929140032_4.57339987647979_5.71095956606776_5.95762734469545_5.95080784466231_N/A"	"1_1_1_1_2_N/A"	"611.418113158727_N/A_713.400590977468_600.322472828647_N/A_N/A"	"611.423889160156_498.33984375_713.401428222656_600.3173828125_529.2802734375_682.460998535156"	"20.3333333333333_N/A_13.3333333333333_13.3333333333333_N/A_N/A"	"0.00468367310111262_N/A_0.0414710329371246_0.0432300631625822_N/A_N/A"	"0_0_1_1_0_0"	"1_1_1_1_1_1"	"Unknown_Unknown_True_True_Unknown_Unknown"	"True_True_True_True_True_False"	"0_0_385.256450887155_0_611.418113158727_0_0_0_0_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	80.2433156865484	-0.623315686548437
+"15:39:10"	1	"ywu_L121218_006_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.3516493884757	"984.5659_y9:57015.9032730408_3179.28802151898_34.5062572331775,682.461_y6:26547.8533866248_1531.53349058906_10.1540308260467,813.5015_y7:null_null_null,927.5444_y8:4710.14571196128_311.046685958132_23.7671628541292,826.4855_b8:5623.87054918893_485.363560547921_29.2921895090756,713.4014_b7:4968.18006465682_402.277941635504_47.7510039603103,"	"79.38:446.9,79.61:3202.7,79.78:6405.4,79.84:3202.7,79.95:516.6"	79.74	79.75	3200	2e+11	0.04	0.099	0.054	0.074	0.079	0.05	0.03	0.05	0.96	0.5	0.11	19	3	1	"79.7538373722019_79.7293599802324_N/A_79.671285566448_79.7388333575673_79.7769170027905"	79.3516493884757	"3179.28802151898_1531.53349058906_N/A_311.046685958132_485.363560547921_402.277941635504"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.335977407753276_0.227270600175473_N/A_0.26323496889087_0.127107804290631_0.225343354901668"	"34.5062572331775_10.1540308260467_N/A_23.7671628541292_29.2921895090756_47.7510039603103"	"3_1_N/A_3_3_5"	"984.534684514473_682.462535513611_813.512211224397_927.558700957285_826.491007832543_N/A"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"69.3333333333333_151.666666666667_51.3333333333333_33.6666666666667_34.3333333333333_N/A"	"0.0232913063407523_0.0484521503117321_0.0528403844602963_0.0372070591787406_0.011611557602123_N/A"	"1_1_1_0_0_0"	"1_1_1_1_1_1"	"True_True_True_Unknown_Unknown_Unknown"	"True_True_False_True_True_True"	"0_0_385.259700124044_498.343092902756_611.425227124944_682.462535513611_813.512211224397_927.558700957285_984.534684514473_1097.63287202846_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	80.3699472702056	-0.629947270205562
+"15:39:10"	2	"ywu_L121218_006_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.3516493884757	"984.5659_y9:null_null_null,682.461_y6:null_null_null,813.5015_y7:null_null_null,927.5444_y8:null_null_null,826.4855_b8:30225.8937522149_1578.76916894474_27.7677453844382,713.4014_b7:null_null_null,"	"78.23:84.3,78.5:837.8,78.75:1675.6,78.86:837.8,79.26:109.4"	78.72	78.71	1600	680000	0.5	0.5	0.75	0.079	0.5	0.75	0.29	0.49	0.005	0.5	0.75	19	3	3	"78.6972657502929_N/A_N/A_78.7246723666666_78.710089674726_N/A"	79.3516493884757	"8552.38452203284_N/A_N/A_1156.23139827393_1578.76916894474_N/A"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.345281234297929_N/A_N/A_0.212948211561695_0.364075487293974_N/A"	"33.5613071852383_N/A_N/A_20.3437924072273_27.7677453844382_N/A"	"1_N/A_N/A_1_1_N/A"	"984.581835479902_682.422470048131_N/A_927.559966067391_826.490992297568_N/A"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"808.333333333333_30.6666666666667_N/A_104.666666666667_136_N/A"	"0.0564204975522671_0.0107670058432632_N/A_0.0539109831117912_0.0382135553466014_N/A"	"1_1_0_1_0_0"	"1_1_1_1_1_1"	"False_False_Unknown_False_Unknown_Unknown"	"True_False_False_True_True_False"	"175.121945199736_288.155893868708_385.191182750177_498.315041890289_0_682.398807140688_0_927.46721133992_0_1097.5832007727_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	79.3075423860607	-0.587542386060747
+"15:39:10"	3	"ywu_L121218_006_SW.wiff (sample 1)"	27884	"Actin-related protein 2/3 complex subunit 3 musculus "	"False"	"LIGNMALLPLR+2"	1	605.8707	2	79.3516493884757	"984.5659_y9:2983.34258884189_204.233382842502_26.6140968851804,682.461_y6:null_null_null,813.5015_y7:null_null_null,927.5444_y8:null_null_null,826.4855_b8:1097.63001565599_96.1437667326109_29.0428178025378,713.4014_b7:null_null_null,"	"75.28:166.9,75.37:223.8,75.51:447.6,75.59:223.8,75.71:128.1"	75.48	75.5	200	300	0.5	0.5	0.75	0.5	0.5	0.75	0.79	0.76	0.41	0.5	0.75	19	3	2	"75.4965974403081_75.4808681471833_N/A_N/A_75.4739254353535_N/A"	79.3516493884757	"204.233382842502_113.737738289296_N/A_N/A_96.1437667326109_N/A"	"10000_5313_2413_952.200012207031_587.799987792969_492.100006103516"	"0.236583966499282_0.236357229187504_N/A_N/A_0.207585875881321_N/A"	"26.6140968851804_9.84331227136362_N/A_N/A_29.0428178025378_N/A"	"6_4_N/A_N/A_17_N/A"	"984.55870899699_682.485838605534_N/A_927.482983309254_N/A_713.391664896205"	"984.56591796875_682.460998535156_813.501525878906_927.54443359375_826.485534667969_713.401428222656"	"13.6666666666667_13.3333333333721_N/A_13.6666666666279_N/A_40.9999999995343"	"0.0268199630233994_0.00491664653850421_N/A_0.0188067448916627_N/A_0.00436698871874341"	"1_2_0_2_0_2"	"1_1_1_1_1_1"	"True_False_Unknown_False_Unknown_False"	"True_True_False_False_True_False"	"0_288.107964759873_385.172450640585_0_0_0_0_0_984.55870899699_0_0"	"175.118952332091_288.203016420091_385.255780348091_498.339844436091_611.423908524091_682.461022372091_813.501508180091_927.544435716091_984.565899484091_1097.64996357209_1210.73402766009"	NA	75.7407228994736	-0.26072289947362