changeset 9:1b04880ff362 draft

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/trinity commit 9dcdb5348f7439d0ce1e44ed23ad226beb4ae6d4
author iuc
date Thu, 14 Jun 2018 03:11:51 -0400
parents c2c039e421af
children 603bddd353cf
files gene_to_trans_map.xml macros.xml test-data/count/Trinity.map test-data/count/analyze_diff_expr/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.0.DE.subset.GOseq.enriched test-data/count/analyze_diff_expr/results.matrix test-data/count/analyze_diff_expr/results.matrix.RData test-data/count/analyze_diff_expr/results.matrix.log2.centered.dat test-data/count/analyze_diff_expr/results.matrix.log2.centered.genes_vs_samples_heatmap.pdf test-data/count/analyze_diff_expr/results.matrix.log2.dat test-data/count/analyze_diff_expr/results.matrix.log2.sample_cor.dat test-data/count/analyze_diff_expr/results.matrix.log2.sample_cor_matrix.pdf test-data/count/contig_exn50_statistic/ExN50.stats test-data/count/define_clusters_by_cutting_tree/my_cluster_plots.pdf test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.MA_n_Volcano.pdf test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_GSNO-UP.subset test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.edgeR.DE_results test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.edgeR.DE_results.MA_n_Volcano.pdf test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.voom.DE_results test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.voom.DE_results.MA_n_Volcano.pdf test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.edgeR.DE_results test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.edgeR.DE_results.MA_n_Volcano.pdf test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.voom.DE_results test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.voom.DE_results.MA_n_Volcano.pdf test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.MA_n_Volcano.pdf test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_GSNO-UP.subset test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.edgeR.DE_results test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.edgeR.DE_results.MA_n_Volcano.pdf test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.voom.DE_results test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.voom.DE_results.MA_n_Volcano.pdf test-data/count/qcheck/input.matrix.CPM.log2.prcomp.principal_components.pdf test-data/count/qcheck/input.matrix.CPM.log2.principal_components.pdf test-data/count/qcheck/input.matrix.CPM.log2.sample_cor_matrix.pdf test-data/count/qcheck/wt_37.rep_compare.pdf test-data/count/qcheck/wt_ph8.rep_compare.pdf test-data/norm/Trinity.map test-data/norm/Trinity_paired_unmerged_1.fasta test-data/norm/Trinity_paired_unmerged_1.map test-data/raw/Trinity.fasta test-data/raw/Trinity.map test-data/raw/Trinity_single_unmerged_1.fasta test-data/raw/Trinity_single_unmerged_1.map test-data/supertranscripts/trinity_genes.fasta test-data/supertranscripts/trinity_genes.gtf test-data/supertranscripts/trinity_genes.malign
diffstat 48 files changed, 462 insertions(+), 402 deletions(-) [+]
line wrap: on
line diff
--- a/gene_to_trans_map.xml	Mon Jan 22 11:27:24 2018 -0500
+++ b/gene_to_trans_map.xml	Thu Jun 14 03:11:51 2018 -0400
@@ -1,11 +1,11 @@
-<tool id="trinity_gene_to_trans_map" name="Generate gene to transcript map" version="@WRAPPER_VERSION@.0">
+<tool id="trinity_gene_to_trans_map" name="Generate gene to transcript map" version="@WRAPPER_VERSION@">
     <description>for Trinity assembly</description>
     <macros>
         <import>macros.xml</import>
     </macros>
     <expand macro="requirements"/>
     <command detect_errors="aggressive"><![CDATA[
-       get_Trinity_gene_to_trans_map.pl "$assembly" > "$map"
+       get_Trinity_gene_to_trans_map.pl '$assembly' > '$map'
     ]]></command>
     <inputs>
         <param format="fasta" name="assembly" type="data" label="Trinity assembly"/>
@@ -23,6 +23,7 @@
         Trinity_ assembles transcript sequences from Illumina RNA-Seq data.
         This tool produces a file containing correspondance between gene ids and transcript ids based on the name of transcripts assembled by Trinity.
         The output file is intended to be used by the "Align reads and estimate abundance" tool.
+        The same file is automatically generated when running Trinity, this tool is only intended to be used when you don't (or no longer) have access to the one produced by Trinity.
 
         .. _Trinity: http://trinityrnaseq.github.io
     </help>
--- a/macros.xml	Mon Jan 22 11:27:24 2018 -0500
+++ b/macros.xml	Thu Jun 14 03:11:51 2018 -0400
@@ -2,19 +2,19 @@
 <macros>
     <xml name="requirements">
         <requirements>
-            <requirement type="package" version="2.4.0">trinity</requirement>
+            <requirement type="package" version="2.6.6">trinity</requirement>
             <yield/>
         </requirements>
     </xml>
 
-    <token name="@WRAPPER_VERSION@">2.4.0</token>
+    <token name="@WRAPPER_VERSION@">2.6.6</token>
 
     <token name="@COMMAND_PAIRED_STRAND_JACCARD@">
-        #if $inputs.strand.is_strand_specific:
-            --SS_lib_type $inputs.strand.library_type
+        #if $pool.inputs.strand.is_strand_specific:
+            --SS_lib_type $pool.inputs.strand.library_type
         #end if
 
-        $inputs.jaccard_clip
+        $pool.inputs.jaccard_clip
     </token>
 
     <xml name="input_paired_strand_jaccard">
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/Trinity.map	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,7 @@
+TRINITY_DN0_c0_g1	TRINITY_DN0_c0_g1_i1
+TRINITY_DN1_c0_g1	TRINITY_DN1_c0_g1_i1
+TRINITY_DN2_c0_g1	TRINITY_DN2_c0_g1_i1
+TRINITY_DN2_c1_g1	TRINITY_DN2_c1_g1_i1
+TRINITY_DN2_c2_g1	TRINITY_DN2_c2_g1_i1
+TRINITY_DN2_c3_g1	TRINITY_DN2_c3_g1_i1
+TRINITY_DN3_c0_g1	TRINITY_DN3_c0_g1_i1
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.0.DE.subset.GOseq.enriched	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,1 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR
--- a/test-data/count/analyze_diff_expr/results.matrix	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/analyze_diff_expr/results.matrix	Thu Jun 14 03:11:51 2018 -0400
@@ -1,14 +1,14 @@
-	wt_37_2	wt_37_3	wt_37_1	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2	wt_ph8_3	wt_ph8_1	wt_ph8_2
+wt_37_2	wt_37_3	wt_37_1	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2	wt_ph8_3	wt_ph8_1	wt_ph8_2
+TR3788|c0_g1_i1	17.00	30.00	22.00	91.00	132.00	125.00	32.00	22.00	27.00
 TR24|c0_g1_i1	90.00	67.00	85.00	36.00	35.00	34.00	222.00	196.00	201.00
-TR4277|c0_g1_i1	4466.00	4701.00	4284.00	118.00	134.00	164.00	172.00	162.00	170.00
+TR3091|c0_g1_i1	22.00	17.00	19.00	250.00	308.00	284.00	333.00	343.00	316.00
 TR2779|c0_g1_i1	186.00	137.00	217.00	147.00	186.00	197.00	1088.00	1094.00	1086.00
-TR2672|c0_g1_i1	14.00	29.00	22.00	0.00	4.00	2.00	14.00	4.00	7.00
-TR127|c1_g1_i1	9.00	23.00	16.00	2.00	0.00	1.00	3.00	1.00	1.00
 TR2107|c1_g1_i1	59.00	65.00	47.00	6.00	6.00	7.00	3.00	1.00	2.00
+TR4761|c0_g1_i1	2089.00	1746.00	1875.00	155.00	174.00	165.00	394.00	389.00	406.00
 TR5055|c0_g2_i1	36.00	17.00	27.00	4.00	7.00	3.00	4.00	4.00	11.00
-TR3091|c0_g1_i1	22.00	17.00	19.00	250.00	308.00	284.00	333.00	343.00	316.00
-TR4761|c0_g1_i1	2089.00	1746.00	1875.00	155.00	174.00	165.00	394.00	389.00	406.00
+TR5075|c0_g1_i1	13.00	22.00	21.00	6.00	8.00	10.00	163.00	121.00	142.00
+TR2672|c0_g1_i1	14.00	29.00	22.00	0.00	4.00	2.00	14.00	4.00	7.00
+TR4277|c0_g1_i1	4466.00	4701.00	4284.00	118.00	134.00	164.00	172.00	162.00	170.00
+TR127|c1_g1_i1	9.00	23.00	16.00	2.00	0.00	1.00	3.00	1.00	1.00
 TR131|c0_g1_i1	32.00	28.00	31.00	1001.00	1233.00	1208.00	1486.00	1492.00	1457.00
-TR5075|c0_g1_i1	13.00	22.00	21.00	6.00	8.00	10.00	163.00	121.00	142.00
 TR1894|c2_g1_i1	21.00	14.00	11.00	1.00	2.00	5.00	1.00	3.00	1.00
-TR3788|c0_g1_i1	17.00	30.00	22.00	91.00	132.00	125.00	32.00	22.00	27.00
Binary file test-data/count/analyze_diff_expr/results.matrix.RData has changed
--- a/test-data/count/analyze_diff_expr/results.matrix.log2.centered.dat	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/analyze_diff_expr/results.matrix.log2.centered.dat	Thu Jun 14 03:11:51 2018 -0400
@@ -1,14 +1,14 @@
 wt_37_2	wt_37_3	wt_37_1	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2	wt_ph8_3	wt_ph8_1	wt_ph8_2
+TR3788|c0_g1_i1	-1.22775484082629	-0.443483531881724	-0.874117886211586	1.12588211378841	1.65760259323259	1.57960008123132	-0.353285722910146	-0.874117886211586	-0.590324920210995
 TR24|c0_g1_i1	0.106533882165825	-0.313797916782532	0.025003996669227	-1.19180739240392	-1.23133575659056	-1.2719777410879	1.39963914188743	1.22079106142351	1.25695072471892
-TR4277|c0_g1_i1	3.24415794782388	3.31812623217364	3.18414689752048	-1.98611482817144	-1.80411699442855	-1.51461037723356	-1.44630436384266	-1.5322044372483	-1.46308007659348
+TR3091|c0_g1_i1	-2.42438780178849	-2.77802475640319	-2.62602166295814	1.02359379610527	1.32351327005887	1.20686835120661	1.43575453462855	1.4783149968566	1.36038927229391
 TR2779|c0_g1_i1	-0.795433018475884	-1.23380302158535	-0.574143153586594	-1.13287411273457	-0.795433018475884	-0.712970858283911	1.74646076035339	1.75438767612502	1.74380874666379
-TR2672|c0_g1_i1	0.965440325233136	1.96544032523314	1.58211168568163	-2.94145027037538	-0.619522175488021	-1.35648776965423	0.965440325233136	-0.619522175488021	0.0585497296246169
-TR127|c1_g1_i1	1.25755965737847	2.52059406321227	2.02309440374145	-0.479405936787734	-2.06436843750889	-1.06436843750889	-0.0643684375088904	-1.06436843750889	-1.06436843750889
 TR2107|c1_g1_i1	2.49178842221691	2.62929194596684	2.16986032732955	-0.607747251334006	-0.607747251334006	-0.41510217339161	-1.41510217339161	-2.41510217339161	-1.83013967267045
+TR4761|c0_g1_i1	2.06406810079911	1.80544476674762	1.90822498634624	-1.67981690730689	-1.51400801433681	-1.59017969482221	-0.339510283104669	-0.357888812419525	-0.296334141902888
 TR5055|c0_g2_i1	1.90528891290538	0.865760548718745	1.50319046933404	-0.982236357836205	-0.304164452723568	-1.30416445272357	-0.982236357836205	-0.982236357836205	0.280798047997588
-TR3091|c0_g1_i1	-2.42438780178849	-2.77802475640319	-2.62602166295814	1.02359379610527	1.32351327005887	1.20686835120661	1.43575453462855	1.4783149968566	1.36038927229391
-TR4761|c0_g1_i1	2.06406810079911	1.80544476674762	1.90822498634624	-1.67981690730689	-1.51400801433681	-1.59017969482221	-0.339510283104669	-0.357888812419525	-0.296334141902888
+TR5075|c0_g1_i1	-1.04544737992556	-0.329240345926152	-0.393370683345868	-2.04544737992556	-1.68287730054085	-1.39337068334587	2.50474970263492	2.07793503557972	2.30706903479522
+TR2672|c0_g1_i1	0.965440325233136	1.96544032523314	1.58211168568163	-2.94145027037538	-0.619522175488021	-1.35648776965423	0.965440325233136	-0.619522175488021	0.0585497296246169
+TR4277|c0_g1_i1	3.24415794782388	3.31812623217364	3.18414689752048	-1.98611482817144	-1.80411699442855	-1.51461037723356	-1.44630436384266	-1.5322044372483	-1.46308007659348
+TR127|c1_g1_i1	1.25755965737847	2.52059406321227	2.02309440374145	-0.479405936787734	-2.06436843750889	-1.06436843750889	-0.0643684375088904	-1.06436843750889	-1.06436843750889
 TR131|c0_g1_i1	-3.50802026981862	-3.6944333940495	-3.55241438917708	1.41625240401813	1.71671228997234	1.68718414007205	1.98577454287534	1.99158406095747	1.95736061514986
-TR5075|c0_g1_i1	-1.04544737992556	-0.329240345926152	-0.393370683345868	-2.04544737992556	-1.68287730054085	-1.39337068334587	2.50474970263492	2.07793503557972	2.30706903479522
 TR1894|c2_g1_i1	2.11263053903627	1.56008951600749	1.23816142112012	-1.34680107960103	-0.761838578879876	0.238161421120124	-1.34680107960103	-0.346801079601032	-1.34680107960103
-TR3788|c0_g1_i1	-1.22775484082629	-0.443483531881724	-0.874117886211586	1.12588211378841	1.65760259323259	1.57960008123132	-0.353285722910146	-0.874117886211586	-0.590324920210995
Binary file test-data/count/analyze_diff_expr/results.matrix.log2.centered.genes_vs_samples_heatmap.pdf has changed
--- a/test-data/count/analyze_diff_expr/results.matrix.log2.dat	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/analyze_diff_expr/results.matrix.log2.dat	Thu Jun 14 03:11:51 2018 -0400
@@ -1,14 +0,0 @@
-wt_37_2	wt_37_3	wt_37_1	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2	wt_ph8_3	wt_ph8_1	wt_ph8_2
-TR24|c0_g1_i1	6.5077946401987	6.08746284125034	6.4262647547021	5.20945336562895	5.16992500144231	5.12928301694497	7.8008998999203	7.62205181945638	7.65821148275179
-TR4277|c0_g1_i1	12.1250905393033	12.199058823653	12.0650794889999	6.89481776330794	7.07681559705083	7.36632221424582	7.43462822763672	7.34872815423108	7.4178525148859
-TR2779|c0_g1_i1	7.54689445988764	7.10852445677817	7.76818432477693	7.20945336562895	7.54689445988764	7.62935662007961	10.0887882387169	10.0967151544885	10.0861362250273
-TR2672|c0_g1_i1	3.90689059560852	4.90689059560852	4.52356195605701	0	2.32192809488736	1.58496250072116	3.90689059560852	2.32192809488736	3
-TR127|c1_g1_i1	3.32192809488736	4.58496250072116	4.08746284125034	1.58496250072116	0	1	2	1	1
-TR2107|c1_g1_i1	5.90689059560852	6.04439411935845	5.58496250072116	2.8073549220576	2.8073549220576	3	2	1	1.58496250072116
-TR5055|c0_g2_i1	5.20945336562895	4.16992500144231	4.8073549220576	2.32192809488736	3	2	2.32192809488736	2.32192809488736	3.58496250072116
-TR3091|c0_g1_i1	4.52356195605701	4.16992500144231	4.32192809488736	7.97154355395077	8.27146302790437	8.1548181090521	8.38370429247405	8.4262647547021	8.30833903013941
-TR4761|c0_g1_i1	11.0292872269682	10.7706638929168	10.8734441125154	7.28540221886225	7.45121111183233	7.37503943134692	8.62570884306447	8.60733031374961	8.66888498426625
-TR131|c0_g1_i1	5.04439411935845	4.85798099512757	5	9.96866679319521	10.2691266791494	10.2395985292491	10.5381889320524	10.5439984501345	10.5097750043269
-TR5075|c0_g1_i1	3.8073549220576	4.52356195605701	4.4594316186373	2.8073549220576	3.16992500144231	3.4594316186373	7.35755200461808	6.93073733756289	7.15987133677839
-TR1894|c2_g1_i1	4.4594316186373	3.90689059560852	3.58496250072116	1	1.58496250072116	2.58496250072116	1	2	1
-TR3788|c0_g1_i1	4.16992500144231	4.95419631038687	4.52356195605701	6.52356195605701	7.05528243550119	6.97727992349992	5.04439411935845	4.52356195605701	4.8073549220576
--- a/test-data/count/analyze_diff_expr/results.matrix.log2.sample_cor.dat	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/analyze_diff_expr/results.matrix.log2.sample_cor.dat	Thu Jun 14 03:11:51 2018 -0400
@@ -1,10 +0,0 @@
-wt_37_2	wt_37_3	wt_37_1	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2	wt_ph8_3	wt_ph8_1	wt_ph8_2
-wt_37_2	1	0.968650822800566	0.985499030254524	0.457364683078012	0.443497697874748	0.451451348748615	0.41961787977306	0.444203836374748	0.448348619980356
-wt_37_3	0.968650822800566	1	0.98879028662025	0.400031307625771	0.378330685571456	0.396636302989378	0.39057945325073	0.383299487197462	0.388022080096891
-wt_37_1	0.985499030254524	0.98879028662025	1	0.452638132682111	0.434834315692609	0.44176483058741	0.461437515072935	0.462172448553839	0.473652431554024
-wt_GSNO_3	0.457364683078012	0.400031307625771	0.452638132682111	1	0.965144031362199	0.979742518682039	0.844139129634192	0.862862111399854	0.857171072391268
-wt_GSNO_1	0.443497697874748	0.378330685571456	0.434834315692609	0.965144031362199	1	0.983818328020852	0.858668155107621	0.871693931267863	0.876908826664397
-wt_GSNO_2	0.451451348748615	0.396636302989378	0.44176483058741	0.979742518682039	0.983818328020852	1	0.854388461031158	0.878292745544781	0.861156659158544
-wt_ph8_3	0.41961787977306	0.39057945325073	0.461437515072935	0.844139129634192	0.858668155107621	0.854388461031158	1	0.984071267766826	0.98764423106737
-wt_ph8_1	0.444203836374748	0.383299487197462	0.462172448553839	0.862862111399854	0.871693931267863	0.878292745544781	0.984071267766826	1	0.989191009161984
-wt_ph8_2	0.448348619980356	0.388022080096891	0.473652431554024	0.857171072391268	0.876908826664397	0.861156659158544	0.98764423106737	0.989191009161984	1
Binary file test-data/count/analyze_diff_expr/results.matrix.log2.sample_cor_matrix.pdf has changed
--- a/test-data/count/contig_exn50_statistic/ExN50.stats	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/contig_exn50_statistic/ExN50.stats	Thu Jun 14 03:11:51 2018 -0400
@@ -1,5 +1,4 @@
-#E	min_expr	E-N50	num_transcripts
-E33	525311.050	541	1
-E67	525311.050	541	2
-E99	329523.810	380	3
-E100	0	279	7
+Ex	ExN50	num_transcripts
+33	541	1
+67	541	2
+100	279	7
Binary file test-data/count/define_clusters_by_cutting_tree/my_cluster_plots.pdf has changed
--- a/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results	Thu Jun 14 03:11:51 2018 -0400
@@ -1,38 +1,38 @@
 sampleA	sampleB	baseMeanA	baseMeanB	baseMean	log2FoldChange	lfcSE	stat	pvalue	padj
-TR4277|c0_g1_i1	wt_37	wt_GSNO	3852.97388871986	161.116814813422	2007.04535176664	4.57260002898197	0.121471586836965	37.6433711623376	0	0
-TR131|c0_g1_i1	wt_37	wt_GSNO	26.1866396538608	1340.30918254958	683.247911101723	-5.67373033438939	0.187375754459626	-30.2799599166492	2.10486694333775e-201	3.89400384517483e-200
-TR4761|c0_g1_i1	wt_37	wt_GSNO	1645.20640957447	193.196157329029	919.201283451752	3.08848040390227	0.143569117275296	21.5121501233448	1.19819880470067e-102	1.47777852579749e-101
-TR3091|c0_g1_i1	wt_37	wt_GSNO	16.7444693227929	328.569936894811	172.657203108802	-4.29037251456992	0.240582794801874	-17.8332474610379	3.90090325510546e-71	3.60833551097255e-70
-TR3638|c0_g1_i1	wt_37	wt_GSNO	583.00358519031	183.754416330029	383.37900076017	1.66018954854466	0.144513974558734	11.4880900176883	1.51422805973163e-30	1.12052876420141e-29
-TR2487|c0_g1_i1	wt_37	wt_GSNO	342.210853400436	920.407318992504	631.30908619647	-1.42691086642688	0.124648977132644	-11.4474334186348	2.42211055832184e-30	1.49363484429847e-29
-TR3788|c0_g1_i1	wt_37	wt_GSNO	19.5075441237117	134.95369713876	77.2306206312357	-2.77036684869735	0.263152237265066	-10.527620351967	6.4442989603998e-26	3.40627230763989e-25
-TR1479|c0_g1_i1	wt_37	wt_GSNO	129.593534475689	371.064629188207	250.329081831948	-1.51441062491813	0.145530800926874	-10.4061175728641	2.32511621828936e-25	1.07536625095883e-24
-TR2107|c1_g1_i1	wt_37	wt_GSNO	48.9228907410258	7.40521775805688	28.1640542495414	2.69488884014666	0.432209832999676	6.23514005094067	4.51374085119887e-10	1.85564901660398e-09
-TR3854|c0_g1_i1	wt_37	wt_GSNO	1573.69549271337	2374.56159860719	1974.12854566028	-0.593515573382884	0.111170659243154	-5.33877893163104	9.35746583039244e-08	3.4622623572452e-07
-TR2122|c0_g2_i2	wt_37	wt_GSNO	119.534640490118	199.143666337033	159.339153413576	-0.738644008220832	0.168659021315898	-4.37951081690053	1.18946017688789e-05	4.00091150407745e-05
-TR1449|c0_g1_i1	wt_37	wt_GSNO	180.814952011467	104.755290736358	142.785121373912	0.784193680180578	0.186004942516637	4.21598302480827	2.48692468039376e-05	7.49709472786912e-05
-TR4163|c0_g1_i1	wt_37	wt_GSNO	347.283468916919	232.772947466212	290.028208191566	0.576743600823335	0.13722219355458	4.20299068163444	2.63411436384591e-05	7.49709472786912e-05
-TR2672|c0_g1_i1	wt_37	wt_GSNO	18.3155337236093	2.26581902751323	10.2906763755613	2.88788179640237	0.725539563189254	3.98032298019437	6.88216980025882e-05	0.000181885916149697
-TR127|c1_g1_i1	wt_37	wt_GSNO	13.461799216177	1.21881296083961	7.34030608850831	3.33150202228086	0.915899815581865	3.63740877070095	0.000275394687501815	0.000667511143840185
-TR5055|c0_g2_i1	wt_37	wt_GSNO	23.3590211688541	5.52768338415684	14.4433522765055	2.04460941512382	0.563987307210913	3.62527558507482	0.000288653467606567	0.000667511143840185
-TR2844|c0_g1_i1	wt_37	wt_GSNO	158.206282615139	231.762548186068	194.984415400603	-0.550639207704626	0.154913717539885	-3.55448966333699	0.000378713397971402	0.000824258572055403
-TR5212|c0_g1_i1	wt_37	wt_GSNO	65.7079302129484	107.875371765755	86.7916509893515	-0.713874873222434	0.210087143945163	-3.39799408862815	0.000678818868686303	0.00139534989674407
-TR1894|c2_g1_i1	wt_37	wt_GSNO	13.3497721959996	2.96749216411516	8.15863218005739	2.04972102673103	0.716146945354672	2.86215146210796	0.00420775772107294	0.00819405450945783
-TR24|c0_g1_i1	wt_37	wt_GSNO	69.9065207344592	41.2394742844514	55.5729975094553	0.760351613917761	0.269735390145923	2.81887969356346	0.00481915767774413	0.00891544170382664
-TR2779|c0_g1_i1	wt_37	wt_GSNO	155.915506826481	205.619872596257	180.767689711369	-0.402350189521528	0.18910416680051	-2.12766432558821	0.0333649247395808	0.0587858197792614
-TR3807|c0_g1_i1	wt_37	wt_GSNO	3.48709246029019	0.350050334268211	1.9185713972792	2.6523001983829	1.38324824664578	1.91744338358239	0.055181627150862	0.092164962039527
-TR1492|c0_g1_i2	wt_37	wt_GSNO	1640.89375005483	1435.64893261411	1538.27134133447	0.192484568368337	0.101250195527162	1.90107848548993	0.057291733159706	0.092164962039527
-TR4084|c0_g1_i1	wt_37	wt_GSNO	93.2264707954139	121.352438036668	107.289454416041	-0.380198430346905	0.213412163689062	-1.78152183912463	0.0748272403991533	0.115358662282028
-TR1891|c0_g1_i1	wt_37	wt_GSNO	107.628573623499	135.399287466928	121.513930545214	-0.328810062058933	0.189329296532127	-1.73670989161013	0.0824383909023624	0.122008818535496
-TR4669|c0_g2_i1	wt_37	wt_GSNO	0	167.096667347181	83.5483336735905	-3.46077834317638	2.04233842282563	-1.69451757088734	0.0901669757000038	0.128314542342313
-TR1837|c2_g1_i1	wt_37	wt_GSNO	0.308903905435236	2.22601224010275	1.26745807276899	-2.41951712666755	1.51166579847997	-1.60056351681732	0.1094736282342	0.150019416469089
-TR5075|c0_g1_i1	wt_37	wt_GSNO	15.8633018853512	9.23822794034992	12.5507649128506	0.764028730403883	0.508108615055784	1.50367206491864	0.132665825459353	0.172493073735055
-TR4859|c0_g1_i1	wt_37	wt_GSNO	7.32690480813971	3.17910584569163	5.25300532691567	1.18248087647214	0.791530422232021	1.49391715499409	0.135197274008557	0.172493073735055
-TR939|c0_g1_i1	wt_37	wt_GSNO	84.2568220960088	96.9171174594069	90.5869697777078	-0.202690605185084	0.202556787736977	-1.00066064163834	0.316990901598642	0.384256032989688
-TR2278|c0_g1_i1	wt_37	wt_GSNO	486.5272515724	448.140178813055	467.333715192727	0.118822806572317	0.119966033346418	0.99047041281427	0.321944243856225	0.384256032989688
-TR2011|c5_g1_i1	wt_37	wt_GSNO	5.60408627995835	7.88255079488408	6.74331853742122	-0.48861876789566	0.691406970296359	-0.706702114510391	0.479751615248569	0.554712805131158
-TR2182|c3_g2_i6	wt_37	wt_GSNO	2.24974854180929	1.3031439398571	1.77644624083319	0.779605221657958	1.28583289420755	0.606303684693354	0.544313112275579	0.605163179078445
-TR3249|c0_g1_i1	wt_37	wt_GSNO	1.12573841927462	2.128954842887	1.62734663108081	-0.761341397480685	1.29336792501876	-0.58865028485196	0.556095894288301	0.605163179078445
-TR1678|c0_g1_i1	wt_37	wt_GSNO	0.595141051681226	0.700100668536423	0.647620860108824	-0.247288262290953	1.73789746083653	-0.14229162989393	0.886849657633351	0.935371730620685
-TR1122|c0_g1_i1	wt_37	wt_GSNO	1.41370386226057	1.3031439398571	1.35842390105883	0.162148276801819	1.43591594510694	0.112923237153511	0.910091413576882	0.935371730620685
-TR1982|c2_g1_i1	wt_37	wt_GSNO	5.73684100209948	5.71221669652109	5.72452884931028	-0.0101267142582557	0.715373046105777	-0.0141558510114153	0.988705642243408	0.988705642243408
+TR4277|c0_g1_i1	wt_37	wt_GSNO	3852.97388871986	161.116814813422	2007.04535176664	4.57661492404411	0.121615845393926	37.6317321909822	0	0
+TR131|c0_g1_i1	wt_37	wt_GSNO	26.1866396538608	1340.30918254958	683.247911101723	-5.68565819121436	0.188173369545147	-30.2149990987446	1.50487696827007e-200	2.48304699764561e-199
+TR4761|c0_g1_i1	wt_37	wt_GSNO	1645.20640957447	193.196157329029	919.201283451752	3.09227622940716	0.143766888218038	21.5089598706302	1.28350063536341e-102	1.41185069889975e-101
+TR3091|c0_g1_i1	wt_37	wt_GSNO	16.7444693227929	328.569936894811	172.657203108802	-4.30529554105297	0.242003292489129	-17.790235400398	8.41257542125902e-71	6.94037472253869e-70
+TR3638|c0_g1_i1	wt_37	wt_GSNO	583.00358519031	183.754416330029	383.37900076017	1.66225356244238	0.144704273829595	11.487245804501	1.5290952692426e-30	1.00920287770012e-29
+TR2487|c0_g1_i1	wt_37	wt_GSNO	342.210853400436	920.407318992504	631.30908619647	-1.42823125318501	0.124766100464837	-11.44727011475	2.42667678803784e-30	1.33467223342081e-29
+TR3788|c0_g1_i1	wt_37	wt_GSNO	19.5075441237117	134.95369713876	77.2306206312357	-2.78185518936858	0.26452057618315	-10.5165928091827	7.24461724546031e-26	3.41531955857415e-25
+TR1479|c0_g1_i1	wt_37	wt_GSNO	129.593534475689	371.064629188207	250.329081831948	-1.51632040995179	0.145721574162902	-10.405599985193	2.33778717307793e-25	9.64337208894648e-25
+TR2107|c1_g1_i1	wt_37	wt_GSNO	48.9228907410258	7.40521775805688	28.1640542495414	2.72565745131165	0.439033221898883	6.20831708252687	5.35550100392654e-10	1.96368370143973e-09
+TR3854|c0_g1_i1	wt_37	wt_GSNO	1573.69549271337	2374.56159860719	1974.12854566028	-0.593952181868433	0.11125243839418	-5.33877900063632	9.35746226940931e-08	3.08796254890507e-07
+TR2122|c0_g2_i2	wt_37	wt_GSNO	119.534640490118	199.143666337033	159.339153413576	-0.73989736621081	0.168946597067547	-4.37947481070002	1.18965671308434e-05	3.56897013925302e-05
+TR1449|c0_g1_i1	wt_37	wt_GSNO	180.814952011467	104.755290736358	142.785121373912	0.785811747593425	0.186397685526418	4.2157806057203	2.48915666101662e-05	6.6882655779165e-05
+TR4163|c0_g1_i1	wt_37	wt_GSNO	347.283468916919	232.772947466212	290.028208191566	0.5773903092812	0.137377906430929	4.20293425836637	2.63477128827014e-05	6.6882655779165e-05
+TR2672|c0_g1_i1	wt_37	wt_GSNO	18.3155337236093	2.26581902751323	10.2906763755613	2.9857084616452	0.761209385049731	3.92232218924907	8.76996107235725e-05	0.000206720510991278
+TR5055|c0_g2_i1	wt_37	wt_GSNO	23.3590211688541	5.52768338415684	14.4433522765055	2.08513896568298	0.577312677901881	3.61180179389265	0.00030407694239889	0.000668969273277559
+TR2844|c0_g1_i1	wt_37	wt_GSNO	158.206282615139	231.762548186068	194.984415400603	-0.551426184671915	0.155135532159318	-3.55448024702441	0.000378726959348647	0.000781124353656584
+TR127|c1_g1_i1	wt_37	wt_GSNO	13.461799216177	1.21881296083961	7.34030608850831	3.52517488060096	1.00261297574214	3.51598769005717	0.00043812129728732	0.000850470753557739
+TR5212|c0_g1_i1	wt_37	wt_GSNO	65.7079302129484	107.875371765755	86.7916509893515	-0.715754705745061	0.210644233010842	-3.39793164766215	0.000678973819799399	0.0012447853362989
+TR1894|c2_g1_i1	wt_37	wt_GSNO	13.3497721959996	2.96749216411516	8.15863218005739	2.116499695166	0.744618031030184	2.84239651333424	0.00447757649596373	0.00777684338772647
+TR24|c0_g1_i1	wt_37	wt_GSNO	69.9065207344592	41.2394742844514	55.5729975094553	0.763675526543044	0.270944643994893	2.81856660933825	0.00482386011442888	0.00795936918880766
+TR4669|c0_g2_i1	wt_37	wt_GSNO	0	167.096667347181	83.5483336735905	-10.0466852501689	3.90738405199054	-2.57120495873725	0.0101345328521317	0.0159256944819212
+TR2779|c0_g1_i1	wt_37	wt_GSNO	155.915506826481	205.619872596257	180.767689711369	-0.403209397282846	0.18950756245476	-2.12766916559914	0.033364523163095	0.0500467847446426
+TR3807|c0_g1_i1	wt_37	wt_GSNO	3.48709246029019	0.350050334268211	1.9185713972792	3.04810928058763	1.5874506366217	1.92012854464212	0.0548416645360559	0.0786858665082542
+TR1492|c0_g1_i2	wt_37	wt_GSNO	1640.89375005483	1435.64893261411	1538.27134133447	0.192601921423703	0.101311986688049	1.90107733270247	0.0572918841322824	0.0787763406818883
+TR4084|c0_g1_i1	wt_37	wt_GSNO	93.2264707954139	121.352438036668	107.289454416041	-0.381231151484282	0.21399248813321	-1.78151651401411	0.0748281095286258	0.0987731045777861
+TR1891|c0_g1_i1	wt_37	wt_GSNO	107.628573623499	135.399287466928	121.513930545214	-0.329513668205708	0.189733845104182	-1.7367152814764	0.0824374390602291	0.104632134191829
+TR1837|c2_g1_i1	wt_37	wt_GSNO	0.308903905435236	2.22601224010275	1.26745807276899	-2.87715913917267	1.7927876855897	-1.60485213184979	0.108526350064413	1
+TR5075|c0_g1_i1	wt_37	wt_GSNO	15.8633018853512	9.23822794034992	12.5507649128506	0.776103293030194	0.516446682273215	1.5027752518693	0.13289700980576	0.16070937436521
+TR4859|c0_g1_i1	wt_37	wt_GSNO	7.32690480813971	3.17910584569163	5.25300532691567	1.23041974278822	0.82607009598701	1.48948587869905	0.13635946915836	0.16070937436521
+TR939|c0_g1_i1	wt_37	wt_GSNO	84.2568220960088	96.9171174594069	90.5869697777078	-0.203187486812458	0.203052234052517	-1.00066609835923	0.316988262617008	0.354139456794138
+TR2278|c0_g1_i1	wt_37	wt_GSNO	486.5272515724	448.140178813055	467.333715192727	0.118924512672215	0.120068895863502	0.990468945491189	0.321944960721944	0.354139456794138
+TR2011|c5_g1_i1	wt_37	wt_GSNO	5.60408627995835	7.88255079488408	6.74331853742122	-0.50342873702063	0.712267625142964	-0.706797163383052	0.479692537619295	0.510640443272153
+TR2182|c3_g2_i6	wt_37	wt_GSNO	2.24974854180929	1.3031439398571	1.77644624083319	0.878491642458712	1.45214866443311	0.604959852923637	0.545205672528741	0.562243349795264
+TR3249|c0_g1_i1	wt_37	wt_GSNO	1.12573841927462	2.128954842887	1.62734663108081	-0.858277190977929	1.45820967054459	-0.588582841216099	0.556141147160533	1
+TR1678|c0_g1_i1	wt_37	wt_GSNO	0.595141051681226	0.700100668536423	0.647620860108824	-0.322353878735801	2.26929239960538	-0.142050393678601	0.887040200834538	1
+TR1122|c0_g1_i1	wt_37	wt_GSNO	1.41370386226057	1.3031439398571	1.35842390105883	0.189589394350501	1.67633508161709	0.113097552171736	0.909953215626095	1
+TR1982|c2_g1_i1	wt_37	wt_GSNO	5.73684100209948	5.71221669652109	5.72452884931028	-0.0104554076697487	0.738553450989727	-0.0141566025529196	0.988705042660126	0.988705042660126
Binary file test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.MA_n_Volcano.pdf has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,7 @@
+sampleA	sampleB	baseMeanA	baseMeanB	baseMean	log2FoldChange	lfcSE	stat	pvalue	padj	wt_37_2	wt_37_3	wt_37_1	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2	wt_ph8_3	wt_ph8_1	wt_ph8_2
+TR4277|c0_g1_i1	wt_37	wt_GSNO	3852.97388871986	161.116814813422	2007.04535176664	4.57260002898197	0.121471586836965	37.6433711623376	0	0	4466.00	4701.00	4284.00	118.00	134.00	164.00	172.00	162.00	170.00
+TR4761|c0_g1_i1	wt_37	wt_GSNO	1645.20640957447	193.196157329029	919.201283451752	3.08848040390227	0.143569117275296	21.5121501233448	1.19819880470067e-102	1.47777852579749e-101	2089.00	1746.00	1875.00	155.00	174.00	165.00	394.00	389.00	406.00
+TR2107|c1_g1_i1	wt_37	wt_GSNO	48.9228907410258	7.40521775805688	28.1640542495414	2.69488884014666	0.432209832999676	6.23514005094067	4.51374085119887e-10	1.85564901660398e-09	59.00	65.00	47.00	6.00	6.00	7.00	3.00	1.00	2.00
+TR2672|c0_g1_i1	wt_37	wt_GSNO	18.3155337236093	2.26581902751323	10.2906763755613	2.88788179640237	0.725539563189254	3.98032298019437	6.88216980025882e-05	0.000181885916149697	14.00	29.00	22.00	0.00	4.00	2.00	14.00	4.00	7.00
+TR127|c1_g1_i1	wt_37	wt_GSNO	13.461799216177	1.21881296083961	7.34030608850831	3.33150202228086	0.915899815581865	3.63740877070095	0.000275394687501815	0.000667511143840185	9.00	23.00	16.00	2.00	0.00	1.00	3.00	1.00	1.00
+TR5055|c0_g2_i1	wt_37	wt_GSNO	23.3590211688541	5.52768338415684	14.4433522765055	2.04460941512382	0.563987307210913	3.62527558507482	0.000288653467606567	0.000667511143840185	36.00	17.00	27.00	4.00	7.00	3.00	4.00	4.00	11.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_GSNO-UP.subset	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,4 @@
+sampleA	sampleB	baseMeanA	baseMeanB	baseMean	log2FoldChange	lfcSE	stat	pvalue	padj	wt_37_2	wt_37_3	wt_37_1	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2	wt_ph8_3	wt_ph8_1	wt_ph8_2
+TR131|c0_g1_i1	wt_37	wt_GSNO	26.1866396538608	1340.30918254958	683.247911101723	-5.67373033438939	0.187375754459626	-30.2799599166492	2.10486694333775e-201	3.89400384517483e-200	32.00	28.00	31.00	1001.00	1233.00	1208.00	1486.00	1492.00	1457.00
+TR3091|c0_g1_i1	wt_37	wt_GSNO	16.7444693227929	328.569936894811	172.657203108802	-4.29037251456992	0.240582794801874	-17.8332474610379	3.90090325510546e-71	3.60833551097255e-70	22.00	17.00	19.00	250.00	308.00	284.00	333.00	343.00	316.00
+TR3788|c0_g1_i1	wt_37	wt_GSNO	19.5075441237117	134.95369713876	77.2306206312357	-2.77036684869735	0.263152237265066	-10.527620351967	6.4442989603998e-26	3.40627230763989e-25	17.00	30.00	22.00	91.00	132.00	125.00	32.00	22.00	27.00
--- a/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.edgeR.DE_results	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.edgeR.DE_results	Thu Jun 14 03:11:51 2018 -0400
@@ -1,39 +1,38 @@
-logFC	logCPM	PValue	FDR
-TR131|c0_g1_i1	5.8364197685119	16.0402624962907	0	0
-TR4277|c0_g1_i1	-4.41329137350676	17.4523259866001	0	0
-TR3091|c0_g1_i1	4.45193883524837	14.0450613692144	2.75977672027703e-191	3.0023764016608e-190
-TR4761|c0_g1_i1	-2.92753980838104	16.3343761538543	3.16039621227453e-191	3.0023764016608e-190
-TR2487|c0_g1_i1	1.58705373680526	15.8895982491351	1.69098562804069e-123	1.28514907731092e-122
-TR1479|c0_g1_i1	1.67068054401246	14.5625418524933	4.82942248775202e-81	3.05863424224295e-80
-TR3638|c0_g1_i1	-1.49936398500381	15.1049693447894	1.31792237756209e-64	7.15443576390849e-64
-TR3854|c0_g1_i1	0.756865722480515	17.5147652035186	8.35417282711821e-40	3.96823209288115e-39
-TR2122|c0_g2_i2	0.903942128151819	13.8996874045924	3.62505920095794e-13	1.53058055151558e-12
-TR2844|c0_g1_i1	0.707836713891037	14.1854217777842	1.87464339893047e-12	7.1236449159358e-12
-TR3788|c0_g1_i1	2.92403132462783	12.8779140660683	1.50355808369265e-09	5.19410974366551e-09
-TR4669|c0_g2_i1	10.5374101870061	13.0322839834498	3.83881845042015e-08	1.21562584263305e-07
-TR2672|c0_g1_i1	-2.77697626464917	10.2324144831548	6.6653206315345e-08	1.9483244922947e-07
-TR4163|c0_g1_i1	-0.420124679057253	14.7293558096347	2.6407759845512e-06	7.16782052949613e-06
-TR2107|c1_g1_i1	-2.54740509831049	11.4796217709789	1.31520100526586e-05	3.33184254667352e-05
-TR2779|c0_g1_i1	0.57151150266807	14.0680960027645	7.44562831370785e-05	0.000176833672450561
-TR127|c1_g1_i1	-3.25307512484374	9.84850588284066	0.000331345441643876	0.000740654516615722
-TR1894|c2_g1_i1	-1.90241917506329	9.93135664117576	0.00432077639530722	0.00912163905675968
-TR5055|c0_g2_i1	-1.8950478385132	10.598211984773	0.00591755208579545	0.0118351041715909
-TR2090|c0_g1_i1	6.41050251489574	9.11635750687386	0.0113096900461153	0.021488411087619
-TR5212|c0_g1_i1	0.867439938079617	13.0331405503531	0.0317111501604761	0.0573820812427663
-TR3807|c0_g1_i1	-2.67963301995355	8.56046890206839	0.0557212159288941	0.0962457366044534
-TR1449|c0_g1_i1	-0.636836241811875	13.7146214195087	0.0845994280568489	0.139772968093924
-TR4084|c0_g1_i1	0.527023803952886	13.333880353991	0.19596368831627	0.301997237380275
-TR1891|c0_g1_i1	0.481345196849859	13.5019985083809	0.198682393013339	0.301997237380275
-TR24|c0_g1_i1	-0.590671163985234	12.3854267629296	0.21115333494008	0.308608720297039
-TR1837|c2_g1_i1	2.67943439258847	8.19914223144978	0.242162966500684	0.336820885113627
-TR4859|c0_g1_i1	-1.04273446956489	9.43870802835889	0.248183810083725	0.336820885113627
-TR939|c0_g1_i1	0.361607908864682	13.0838256643577	0.341542524228359	0.447538480023367
-TR2011|c5_g1_i1	0.672074276530526	9.63297397547156	0.357699118838244	0.453085550528442
-TR5075|c0_g1_i1	-0.617596452044795	10.4317228965746	0.378826401739151	0.464367847293153
-TR3249|c0_g1_i1	0.936067544593607	8.34110243846743	0.532174466327564	0.631957178763983
-TR1492|c0_g1_i2	-0.0311770185465736	17.1360846492483	0.562063331952301	0.647224442854165
-TR2278|c0_g1_i1	0.0373157391528861	15.4251088322423	0.63557189922311	0.710345063837593
-TR2182|c3_g2_i6	-0.665499179094881	8.45651702709919	0.835363486459349	0.906966071013008
-TR1982|c2_g1_i1	0.176241441184615	9.49445846907393	0.904611213246767	0.954867391760477
-TR1678|c0_g1_i1	0.476522568809639	7.93710096737952	1	1
-TR1122|c0_g1_i1	-0.015204817268041	8.26206767263358	1	1
+sampleA	sampleB	logFC	logCPM	PValue	FDR
+TR131|c0_g1_i1	wt_37	wt_GSNO	-5.83641794955382	16.0393491449056	0	0
+TR4277|c0_g1_i1	wt_37	wt_GSNO	4.41329536892161	17.453649857324	0	0
+TR3091|c0_g1_i1	wt_37	wt_GSNO	-4.45192710783926	14.0403115023365	4.66239713643175e-192	5.75028980159916e-191
+TR4761|c0_g1_i1	wt_37	wt_GSNO	2.92754337500687	16.3361488759619	3.05265683396309e-191	2.82370757141586e-190
+TR2487|c0_g1_i1	wt_37	wt_GSNO	-1.58705168340508	15.8893887856701	9.57106937146597e-124	7.08259133488482e-123
+TR1479|c0_g1_i1	wt_37	wt_GSNO	-1.67065982572176	14.5610246448295	4.39649357092684e-84	2.71117103540489e-83
+TR3638|c0_g1_i1	wt_37	wt_GSNO	1.49937182627392	15.1071990563814	1.60652562072048e-64	8.49163542380826e-64
+TR3854|c0_g1_i1	wt_37	wt_GSNO	-0.756864683109858	17.5153338325952	9.14141417630157e-40	4.22790405653948e-39
+TR2122|c0_g2_i2	wt_37	wt_GSNO	-0.90394318029981	13.8984589155106	3.98287653266084e-13	1.63740479676057e-12
+TR2844|c0_g1_i1	wt_37	wt_GSNO	-0.707834005847516	14.1849675326065	1.90004997002049e-12	7.0301848890758e-12
+TR3788|c0_g1_i1	wt_37	wt_GSNO	-2.92402824575823	12.8707284018497	1.35908019280542e-09	4.57145155761824e-09
+TR4669|c0_g2_i1	wt_37	wt_GSNO	-10.5373989771184	13.0207784411552	2.87822490296537e-08	8.87452678414323e-08
+TR2672|c0_g1_i1	wt_37	wt_GSNO	2.77705541360002	10.2430402179839	7.41806563943484e-08	2.11129560506992e-07
+TR4163|c0_g1_i1	wt_37	wt_GSNO	0.420123134789911	14.7306522277754	2.74345107938324e-06	7.25054928122714e-06
+TR127|c1_g1_i1	wt_37	wt_GSNO	3.26487561187968	9.85808314705506	6.1191913603037e-06	1.50940053554158e-05
+TR2107|c1_g1_i1	wt_37	wt_GSNO	2.54741701164587	11.489948731934	1.24782096095324e-05	2.88558597220436e-05
+TR2779|c0_g1_i1	wt_37	wt_GSNO	-0.571512278204146	14.0677635717422	7.39487278515011e-05	0.000160947231206208
+TR1894|c2_g1_i1	wt_37	wt_GSNO	1.88989717290856	9.93884262525918	0.00064827406279645	0.00133256335130381
+TR5055|c0_g2_i1	wt_37	wt_GSNO	1.89504810994952	10.6064804346292	0.00584438080176016	0.011381162613954
+TR3807|c0_g1_i1	wt_37	wt_GSNO	2.66606066906632	8.56455983886691	0.0188051214716541	0.0347894747225602
+TR5212|c0_g1_i1	wt_37	wt_GSNO	-0.867441722907523	13.0312878134755	0.0313380642877521	0.055214684697468
+TR1449|c0_g1_i1	wt_37	wt_GSNO	0.636828244112651	13.716963541734	0.0836258106887223	0.140643408885578
+TR1837|c2_g1_i1	wt_37	wt_GSNO	-2.70136949048315	8.19724487849862	0.11443273811818	0.184087448277072
+TR4859|c0_g1_i1	wt_37	wt_GSNO	1.06021338602227	9.44252758756623	0.17021260004507	0.262411091736149
+TR4084|c0_g1_i1	wt_37	wt_GSNO	-0.527027354857722	13.3333941866224	0.195100037539558	0.280916147575458
+TR1891|c0_g1_i1	wt_37	wt_GSNO	-0.481344817930584	13.5015018099629	0.197400536134106	0.280916147575458
+TR24|c0_g1_i1	wt_37	wt_GSNO	0.590686928315332	12.3882336221811	0.209814398393357	0.287523434835341
+TR2011|c5_g1_i1	wt_37	wt_GSNO	-0.668008806764204	9.63014074618193	0.239244885423374	0.316145027166602
+TR939|c0_g1_i1	wt_37	wt_GSNO	-0.361607139894815	13.0833886152319	0.340252678428006	0.434115486270215
+TR5075|c0_g1_i1	wt_37	wt_GSNO	0.617585416067661	10.4358029661318	0.377913209145196	0.466092957945741
+TR1492|c0_g1_i2	wt_37	wt_GSNO	0.0311900896664335	17.1368189470585	0.559289231968699	0.657620159615942
+TR3249|c0_g1_i1	wt_37	wt_GSNO	-0.894241538356016	8.33957569586088	0.568752570478653	0.657620159615942
+TR2278|c0_g1_i1	wt_37	wt_GSNO	-0.0373200220187202	15.4258149088647	0.636489077475997	0.713639268685208
+TR2182|c3_g2_i6	wt_37	wt_GSNO	0.714549920613349	8.45775163335771	0.790296098133788	0.860028106792652
+TR1982|c2_g1_i1	wt_37	wt_GSNO	-0.181275971858276	9.49467590956657	0.873422282667325	0.923332127391172
+TR1678|c0_g1_i1	wt_37	wt_GSNO	-0.476606391142577	7.93769527756871	1	1
+TR1122|c0_g1_i1	wt_37	wt_GSNO	0.0647357997613641	8.26206759454538	1	1
Binary file test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.edgeR.DE_results.MA_n_Volcano.pdf has changed
--- a/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.voom.DE_results	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.voom.DE_results	Thu Jun 14 03:11:51 2018 -0400
@@ -1,39 +1,38 @@
-logFC	logCPM	PValue	FDR
-TR131|c0_g1_i1	5.8235943392439	16.1127963113785	7.14846919291531e-10	2.71641829330782e-08
-TR4277|c0_g1_i1	-4.41182125975734	17.3835558041266	1.56187740933885e-09	2.96756707774382e-08
-TR3091|c0_g1_i1	4.43711915085412	14.1189484156579	4.80332538807657e-08	5.96619459206176e-07
-TR2487|c0_g1_i1	1.58597331690052	15.926957585609	6.28020483374923e-08	5.96619459206176e-07
-TR4761|c0_g1_i1	-2.92047098366841	16.2714320125634	5.50582910815067e-07	4.18443012219451e-06
-TR1479|c0_g1_i1	1.67737907773679	14.6004783880878	9.51214752241748e-07	5.52604916020242e-06
-TR3638|c0_g1_i1	-1.50273266496817	15.0596817330556	1.02518921423282e-06	5.52604916020242e-06
-TR3788|c0_g1_i1	2.93902285611693	12.9382150715361	2.41689084349911e-06	1.02046502281074e-05
-TR3854|c0_g1_i1	0.759398996973938	17.5343629610585	1.16337877056893e-06	5.52604916020242e-06
-TR2107|c1_g1_i1	-2.46238704341773	11.2600018185657	0.000160625103091043	0.000554886719769058
-TR2122|c0_g2_i2	0.898555189960494	13.9141616710754	0.000116065228333624	0.000441047867667773
-TR2844|c0_g1_i1	0.712285451514242	14.1964395706942	0.000226456956836179	0.0007171136966479
-TR5212|c0_g1_i1	0.877383155201317	13.0382243238454	0.00044264831250554	0.00129389506732389
-TR4163|c0_g1_i1	-0.417753044994067	14.7100536369854	0.00073550773195026	0.00199637812957928
-TR1449|c0_g1_i1	-0.639430683731338	13.6750299459863	0.0021688744394372	0.00549448191324091
-TR2672|c0_g1_i1	-2.89090970573392	9.81450205355949	0.0110308904582196	0.0220617809164392
-TR127|c1_g1_i1	-3.10441694967501	9.33201892428652	0.0147505107490706	0.0271381068158418
-TR939|c0_g1_i1	0.363392391144623	13.0700139113805	0.00528218330196852	0.0125451853421752
-TR5055|c0_g2_i1	-1.80082179647401	10.290740057161	0.014997374819281	0.0271381068158418
-TR1894|c2_g1_i1	-1.81920882927282	9.4761161835092	0.0211021355265418	0.0348643978264604
-TR1891|c0_g1_i1	0.477106166889499	13.4994625375761	0.00640932243854848	0.0143267207449907
-TR1837|c2_g1_i1	2.21852868850051	7.02301103616459	0.041457300582048	0.063015096884713
-TR3807|c0_g1_i1	-1.9168529396959	7.35599058475032	0.0566225608328877	0.0827560504480666
-TR2779|c0_g1_i1	0.600059279980753	14.0739938889057	0.00964636468216327	0.0203645476623447
-TR24|c0_g1_i1	-0.588697529952342	12.3096839182028	0.0194904179372949	0.0336652673462366
-TR4859|c0_g1_i1	-1.06821251099455	8.91301871295058	0.111617387620425	0.157091138132451
-TR2090|c0_g1_i1	2.22339391910091	8.98366602727699	0.254495907488744	0.322361482819076
-TR4084|c0_g1_i1	0.567566096899832	13.3297126444574	0.036433281659912	0.0576860292948607
-TR2182|c3_g2_i6	-1.0316496616205	7.37334712818428	0.34572838664377	0.423796086853654
-TR2011|c5_g1_i1	0.791574287810665	9.32879226678442	0.161547389819689	0.211682786660282
-TR5075|c0_g1_i1	-0.550289601556128	10.1785868671389	0.12853444928267	0.174439609740767
-TR1678|c0_g1_i1	0.331221243897688	5.95523974949609	0.7547763751788	0.806418050624271
-TR4669|c0_g2_i1	6.27373933776222	13.1239272719772	0.48073138273468	0.553569471027814
-TR1122|c0_g1_i1	-0.199192308627843	7.01379133029712	0.87736931102229	0.87736931102229
-TR3249|c0_g1_i1	0.258869539778469	7.31927198802943	0.798677928444158	0.820263818402108
-TR1982|c2_g1_i1	0.132112224684827	9.08491674138301	0.763974995328257	0.806418050624271
-TR2278|c0_g1_i1	0.0407550618622219	15.423513715505	0.613273487399665	0.685423309446684
-TR1492|c0_g1_i2	-0.0324123498367541	17.1356104672946	0.389074079094509	0.462025468924729
+sampleA	sampleB	logFC	logCPM	PValue	FDR
+TR131|c0_g1_i1	wt_37	wt_GSNO	-5.82360148900389	16.1142242655408	6.54502972918692e-10	2.42166099979916e-08
+TR4277|c0_g1_i1	wt_37	wt_GSNO	4.41183386172098	17.3836256000268	1.7102544921365e-09	3.16397081045253e-08
+TR3091|c0_g1_i1	wt_37	wt_GSNO	-4.43700179801176	14.1203688767724	4.42033048679943e-08	5.45174093371929e-07
+TR2487|c0_g1_i1	wt_37	wt_GSNO	-1.58598083708684	15.9280757073272	7.01720228399608e-08	6.49091211269637e-07
+TR4761|c0_g1_i1	wt_37	wt_GSNO	2.92043321768346	16.2716301848411	5.72725934421127e-07	4.23817191471634e-06
+TR1479|c0_g1_i1	wt_37	wt_GSNO	-1.67738254434993	14.6016057367881	1.03919750932427e-06	5.8615543150164e-06
+TR3638|c0_g1_i1	wt_37	wt_GSNO	1.50288215872986	15.0600281889274	1.12469315856867e-06	5.8615543150164e-06
+TR3788|c0_g1_i1	wt_37	wt_GSNO	-2.93907650045598	12.9393872783943	2.35975448958169e-06	9.70121290161359e-06
+TR3854|c0_g1_i1	wt_37	wt_GSNO	-0.759397690410038	17.5353083640786	1.26736309513868e-06	5.8615543150164e-06
+TR2107|c1_g1_i1	wt_37	wt_GSNO	2.46233758474327	11.260249244859	0.000163907571391062	0.000551325467406299
+TR2122|c0_g2_i2	wt_37	wt_GSNO	-0.898543060702643	13.9151768182402	0.000124408949544541	0.000460313113314803
+TR2844|c0_g1_i1	wt_37	wt_GSNO	-0.712202725875737	14.1973066750225	0.000243984033514546	0.000752284103336518
+TR5212|c0_g1_i1	wt_37	wt_GSNO	-0.87701850957337	13.0391017777502	0.000473838954429694	0.00134861856260759
+TR4163|c0_g1_i1	wt_37	wt_GSNO	0.417694804483349	14.7107025605232	0.000805848497363634	0.00212974245731817
+TR2672|c0_g1_i1	wt_37	wt_GSNO	2.90562993555483	9.81450205355949	0.00822748279906008	0.0169120479758457
+TR1449|c0_g1_i1	wt_37	wt_GSNO	0.640011354440497	13.6755402195434	0.00227354555819909	0.00560807904355776
+TR127|c1_g1_i1	wt_37	wt_GSNO	3.09466453837236	9.33233275488244	0.00997545255499303	0.0184545872267371
+TR1894|c2_g1_i1	wt_37	wt_GSNO	1.8273232048322	9.47625819175118	0.0170307015491222	0.0286425435144327
+TR5055|c0_g2_i1	wt_37	wt_GSNO	1.79897959483123	10.2910629958573	0.0144290410083875	0.025422596062397
+TR939|c0_g1_i1	wt_37	wt_GSNO	-0.363394684962815	13.0708604932728	0.00579686595094712	0.0134052525115652
+TR1837|c2_g1_i1	wt_37	wt_GSNO	-2.21418127698954	7.02378849272624	0.0306005987832276	0.0471759231241425
+TR1891|c0_g1_i1	wt_37	wt_GSNO	-0.477062796219233	13.500309435849	0.00675073796972544	0.0146927826399907
+TR3807|c0_g1_i1	wt_37	wt_GSNO	1.91879773659378	7.35599058475032	0.0402625583382777	0.0572967176352414
+TR2779|c0_g1_i1	wt_37	wt_GSNO	-0.600036558858359	14.0748557225205	0.00991998269314111	0.0184545872267371
+TR24|c0_g1_i1	wt_37	wt_GSNO	0.588796779058576	12.310400953631	0.0185008090691583	0.0297621711112546
+TR4859|c0_g1_i1	wt_37	wt_GSNO	1.06036244689068	8.9138577436531	0.104550838513832	0.143273371296733
+TR4084|c0_g1_i1	wt_37	wt_GSNO	-0.567278869966665	13.330468891507	0.0372234219214301	0.0550906644437166
+TR2011|c5_g1_i1	wt_37	wt_GSNO	-0.789577978066661	9.33004998835934	0.161975973261362	0.206659000367944
+TR2182|c3_g2_i6	wt_37	wt_GSNO	1.02218394394404	7.37517597546907	0.329234058043314	0.406055338253421
+TR5075|c0_g1_i1	wt_37	wt_GSNO	0.549449880041588	10.1791103984097	0.127566698813275	0.168570280574684
+TR4669|c0_g2_i1	wt_37	wt_GSNO	-6.27345157840298	13.126293325041	0.423017017822531	0.489113426857301
+TR1678|c0_g1_i1	wt_37	wt_GSNO	-0.330222398445961	5.95523974949609	0.735881722270124	0.79829094077818
+TR1122|c0_g1_i1	wt_37	wt_GSNO	0.193564460109425	7.01613737702005	0.875819231521416	0.875819231521416
+TR3249|c0_g1_i1	wt_37	wt_GSNO	-0.276543877903423	7.32180296800742	0.776715509946338	0.79829094077818
+TR1982|c2_g1_i1	wt_37	wt_GSNO	-0.131251756802268	9.08566155151058	0.763275890632561	0.79829094077818
+TR2278|c0_g1_i1	wt_37	wt_GSNO	-0.0407242590322052	15.424279874284	0.616230913043451	0.69092556916993
+TR1492|c0_g1_i2	wt_37	wt_GSNO	0.0323916193661019	17.1363857315734	0.39613877470297	0.472810795613223
Binary file test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.voom.DE_results.MA_n_Volcano.pdf has changed
--- a/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results	Thu Jun 14 03:11:51 2018 -0400
@@ -1,39 +1,39 @@
 sampleA	sampleB	baseMeanA	baseMeanB	baseMean	log2FoldChange	lfcSE	stat	pvalue	padj
-TR4277|c0_g1_i1	wt_37	wt_ph8	4705.34614971641	162.902721493704	2434.12443560506	4.84804012036106	0.130783542648097	37.0691909868646	8.81406568413535e-301	3.34934495997143e-299
-TR131|c0_g1_i1	wt_37	wt_ph8	32.0461070493257	1436.30905989883	734.177583474076	-5.48335951236111	0.197548955320184	-27.7569653733364	1.43583336471356e-169	2.72808339295576e-168
-TR3091|c0_g1_i1	wt_37	wt_ph8	20.4914097091341	321.651020117047	171.071214913091	-3.97084930318667	0.245881056057371	-16.1494722971263	1.14537343838751e-58	1.45080635529084e-57
-TR4761|c0_g1_i1	wt_37	wt_ph8	2012.6141923276	384.620292965437	1198.61724264652	2.38432084623308	0.148099583891604	16.0994432501458	2.57410332221217e-58	2.44539815610156e-57
-TR5075|c0_g1_i1	wt_37	wt_ph8	19.3833722195684	136.98672801182	78.1850501156942	-2.80247674171473	0.269715041166808	-10.3905096637956	2.73885623424733e-25	2.08153073802797e-24
-TR2779|c0_g1_i1	wt_37	wt_ph8	191.51955185349	1058.15934185376	624.839446853626	-2.45909834872711	0.247058756007882	-9.95349603658112	2.43476309780354e-23	1.54201662860891e-22
-TR1891|c0_g1_i1	wt_37	wt_ph8	131.416087212132	376.595292171713	254.005689691923	-1.51504907455703	0.163541333568612	-9.26401320997792	1.96889433896152e-20	1.06882835543625e-19
-TR1492|c0_g1_i2	wt_37	wt_ph8	2006.11782336441	890.823502721036	1448.47066304272	1.17018000582475	0.127273970398445	9.19418167093695	3.77859650812701e-20	1.79483334136033e-19
-TR2487|c0_g1_i1	wt_37	wt_ph8	418.818667162757	965.862817209246	692.340742186001	-1.2054117169244	0.138501088570193	-8.70326529104133	3.22468912161225e-18	1.36153540690295e-17
-TR3638|c0_g1_i1	wt_37	wt_ph8	713.131183384274	326.063958913919	519.597571149096	1.12815426477841	0.141332330235517	7.98228022490288	1.43654437320665e-15	5.45886861818526e-15
-TR2107|c1_g1_i1	wt_37	wt_ph8	59.5986596731862	1.89840873462066	30.7485342039034	4.82151434610286	0.613172060454942	7.86323229164347	3.74345886500564e-15	1.29319488063831e-14
-TR2122|c0_g2_i2	wt_37	wt_ph8	146.135958637131	360.821667264163	253.478812950647	-1.30371385707787	0.169650604759161	-7.68469914344628	1.53356953387865e-14	4.85630352394907e-14
-TR1479|c0_g1_i1	wt_37	wt_ph8	158.005105094407	334.827472148091	246.416288621249	-1.0787542477693	0.165556938369539	-6.51591083039607	7.22498877976404e-11	2.1119197971618e-10
-TR24|c0_g1_i1	wt_37	wt_ph8	85.6614643869141	199.923709280262	142.792586833588	-1.2279226670979	0.196562275775691	-6.24699048814003	4.18436531652641e-10	1.13575630020003e-09
-TR4163|c0_g1_i1	wt_37	wt_ph8	424.593720981574	227.471218917767	326.03246994967	0.900981410818221	0.155876696706134	5.78009048085484	7.46604610022994e-09	1.89139834539158e-08
-TR1449|c0_g1_i1	wt_37	wt_ph8	220.782434528097	117.26089394399	169.021664236043	0.914395516820343	0.174920034977504	5.22750591113215	1.71811907274331e-07	4.08053279776536e-07
-TR2278|c0_g1_i1	wt_37	wt_ph8	594.657329919233	348.341653317169	471.499491618201	0.772496794598277	0.157892732036131	4.89254182023719	9.95419556957436e-07	2.2250554802578e-06
-TR5055|c0_g2_i1	wt_37	wt_ph8	28.6665933385886	6.05959103586122	17.3630921872249	2.18372312866756	0.505600668447204	4.31906693354301	1.5669025864333e-05	3.30790546024808e-05
-TR127|c1_g1_i1	wt_37	wt_ph8	16.3791628279609	1.58772512712498	8.98344397754296	3.22742307122337	0.758365755070441	4.25576056097574	2.08339575851481e-05	4.16679151702962e-05
-TR1894|c2_g1_i1	wt_37	wt_ph8	16.2826445742552	1.67571344127509	8.97917900776516	3.18830464179373	0.7590595028564	4.20033558607184	2.66519649541344e-05	5.06387334128554e-05
-TR2672|c0_g1_i1	wt_37	wt_ph8	22.3129914439134	7.89947501226409	15.1062332280887	1.46563545973546	0.482353842293509	3.0385068620302	0.00237753690029721	0.00429545997952877
-TR4859|c0_g1_i1	wt_37	wt_ph8	8.91205730249659	1.28188505334354	5.09697117792006	2.65126611500267	0.876469721997014	3.02493748325022	0.00248684525130613	0.00429545997952877
-TR1678|c0_g1_i1	wt_37	wt_ph8	0.738899982352077	7.85275634721875	4.29582816478541	-3.18849648433777	1.0594001628342	-3.00971870327794	0.00261489744098202	0.00432026533727463
-TR4084|c0_g1_i1	wt_37	wt_ph8	113.2594381118	173.837287636503	143.548362874151	-0.608939120027998	0.203268581921877	-2.99573654851409	0.00273782859610482	0.00433489527716597
-TR3807|c0_g1_i1	wt_37	wt_ph8	4.23896204531587	0.352255997713617	2.29560902151474	3.15525660545126	1.31164110647326	2.4055792319098	0.0161468501576278	0.0245432122395943
-TR3249|c0_g1_i1	wt_37	wt_ph8	1.36481976577862	4.37661229401476	2.87071602989669	-1.55893212196469	1.01682768784581	-1.53313303777885	0.125243078950272	0.176625758092245
-TR1859|c3_g1_i1	wt_37	wt_ph8	0.361569353912422	2.25550826604853	1.30853880998047	-2.19284922770108	1.43126836745787	-1.53210206943641	0.125497249170806	0.176625758092245
-TR2090|c0_g1_i1	wt_37	wt_ph8	0	5.87877087384675	2.93938543692337	-2.86225136793822	1.9729684338102	-1.45073348305458	0.146854088052773	0.19930197664305
-TR1982|c2_g1_i1	wt_37	wt_ph8	7.00144976454503	11.520013112092	9.26073143831853	-0.712688609925078	0.555640746749963	-1.28264281209345	0.199617243880331	0.261567423015607
-TR1837|c2_g1_i1	wt_37	wt_ph8	0.377330628439655	1.67813520813222	1.02773291828594	-1.7572235261621	1.52690431775837	-1.15084062945205	0.249797806431129	0.316410554812763
-TR5212|c0_g1_i1	wt_37	wt_ph8	80.2050001877881	94.8352723753388	87.5201362815635	-0.23592411895009	0.215502649097795	-1.09476203628025	0.273620902411289	0.335406267471903
-TR3854|c0_g1_i1	wt_37	wt_ph8	1925.26464813324	2107.16376011081	2016.21420412203	-0.130483054839334	0.130739272627028	-0.998040238540833	0.318259846991125	0.377933568301961
-TR1122|c0_g1_i1	wt_37	wt_ph8	1.69354093201913	0.660517838352177	1.17702938518565	1.18649040337028	1.40558655511286	0.84412475279761	0.398599697111289	0.448776409473292
-TR2844|c0_g1_i1	wt_37	wt_ph8	193.030766468894	213.82243412349	203.426600296192	-0.143791883173722	0.17140940841448	-0.838879758723761	0.401536787423471	0.448776409473292
-TR2011|c5_g1_i1	wt_37	wt_ph8	6.84875389533898	4.81927837273561	5.8340161340373	0.467659672901774	0.714270969980296	0.654737057162879	0.512637061952329	0.556577381548243
-TR2182|c3_g2_i6	wt_37	wt_ph8	2.76248771922916	1.94482465855284	2.353656188891	0.479324872360299	1.02378035563408	0.468191120998245	0.639647921157653	0.675183916777523
-TR3788|c0_g1_i1	wt_37	wt_ph8	23.7579432209456	26.0024682525169	24.8802057367313	-0.124358222905796	0.350105186670918	-0.355202458119214	0.72243792333433	0.741963272613636
-TR939|c0_g1_i1	wt_37	wt_ph8	103.002135647151	102.820214322362	102.911174984756	0.000971215955472081	0.195414642848595	0.00497002651037041	0.996034508905975	0.996034508905975
+TR4277|c0_g1_i1	wt_37	wt_ph8	4705.34614971641	162.902721493704	2434.12443560506	4.85332629705957	0.130960775627329	37.0593887659196	1.26787233139066e-300	4.81791485928452e-299
+TR131|c0_g1_i1	wt_37	wt_ph8	32.0461070493257	1436.30905989883	734.177583474076	-5.49708942597102	0.198466854292743	-27.6977707212645	7.42748041559505e-169	1.41122127896306e-167
+TR3091|c0_g1_i1	wt_37	wt_ph8	20.4914097091341	321.651020117047	171.071214913091	-3.98630633515117	0.247421953542878	-16.1113687693051	2.12272588309166e-58	2.47056970916163e-57
+TR4761|c0_g1_i1	wt_37	wt_ph8	2012.6141923276	384.620292965437	1198.61724264652	2.3876556238738	0.148312557773369	16.0988095662291	2.60059969385434e-58	2.47056970916163e-57
+TR5075|c0_g1_i1	wt_37	wt_ph8	19.3833722195684	136.98672801182	78.1850501156942	-2.81556781738656	0.271397918695418	-10.3743161735385	3.24527446090745e-25	2.46640859028966e-24
+TR2779|c0_g1_i1	wt_37	wt_ph8	191.51955185349	1058.15934185376	624.839446853626	-2.46872482043468	0.248047686960726	-9.95262181511717	2.45625242439133e-23	1.55562653544784e-22
+TR1891|c0_g1_i1	wt_37	wt_ph8	131.416087212132	376.595292171713	254.005689691923	-1.51763504949468	0.1638333296262	-9.26328637132193	1.98234808919548e-20	1.07613181984897e-19
+TR1492|c0_g1_i2	wt_37	wt_ph8	2006.11782336441	890.823502721036	1448.47066304272	1.17138763330801	0.12740597231583	9.19413440371721	3.78025797563847e-20	1.79562253842827e-19
+TR2487|c0_g1_i1	wt_37	wt_ph8	418.818667162757	965.862817209246	692.340742186001	-1.2068861494209	0.138672539999103	-8.70313725722989	3.22833072204789e-18	1.36307297153133e-17
+TR3638|c0_g1_i1	wt_37	wt_ph8	713.131183384274	326.063958913919	519.597571149096	1.12959116050602	0.141514345090045	7.98216717737888	1.43786102301427e-15	5.46387188745423e-15
+TR2122|c0_g2_i2	wt_37	wt_ph8	146.135958637131	360.821667264163	253.478812950647	-1.30611123021679	0.169971549866392	-7.68429323168187	1.53843927144304e-14	5.31460839225778e-14
+TR2107|c1_g1_i1	wt_37	wt_ph8	59.5986596731862	1.89840873462066	30.7485342039034	4.94663101068376	0.648801734442531	7.62425676148051	2.45444399373987e-14	7.77240598017624e-14
+TR1479|c0_g1_i1	wt_37	wt_ph8	158.005105094407	334.827472148091	246.416288621249	-1.08064044509537	0.1658526880096	-6.5156643408325	7.23686413447617e-11	2.11539105469303e-10
+TR24|c0_g1_i1	wt_37	wt_ph8	85.6614643869141	199.923709280262	142.792586833588	-1.2309601921531	0.197065470330035	-6.24645296860761	4.19878369504606e-10	1.13966986008393e-09
+TR4163|c0_g1_i1	wt_37	wt_ph8	424.593720981574	227.471218917767	326.03246994967	0.902378343080323	0.156120482680011	5.78001251078543	7.46950706226027e-09	1.89227512243927e-08
+TR1449|c0_g1_i1	wt_37	wt_ph8	220.782434528097	117.26089394399	169.021664236043	0.916182468982544	0.175267159439457	5.22734819182726	1.71958482582468e-07	4.0840139613336e-07
+TR2278|c0_g1_i1	wt_37	wt_ph8	594.657329919233	348.341653317169	471.499491618201	0.77372548280461	0.158144801146882	4.8925129197639	9.95565784679233e-07	2.22538234222417e-06
+TR5055|c0_g2_i1	wt_37	wt_ph8	28.6665933385886	6.05959103586122	17.3630921872249	2.22056293047175	0.515653625436263	4.30630722045843	1.66002467176804e-05	3.50449652928809e-05
+TR127|c1_g1_i1	wt_37	wt_ph8	16.3791628279609	1.58772512712498	8.98344397754296	3.35782864860774	0.805715621214412	4.16751091848842	3.07943766984562e-05	6.15887533969124e-05
+TR1894|c2_g1_i1	wt_37	wt_ph8	16.2826445742552	1.67571344127509	8.97917900776516	3.31835899440704	0.806156235895963	4.1162728099709	3.85048512190331e-05	7.31592173161629e-05
+TR2672|c0_g1_i1	wt_37	wt_ph8	22.3129914439134	7.89947501226409	15.1062332280887	1.4879160019133	0.490304786216723	3.03467566244728	0.00240794483755529	0.00435723351557623
+TR4084|c0_g1_i1	wt_37	wt_ph8	113.2594381118	173.837287636503	143.548362874151	-0.610546095515356	0.203809508378262	-2.99567032163292	0.00273842322103228	0.00473000374541939
+TR4859|c0_g1_i1	wt_37	wt_ph8	8.91205730249659	1.28188505334354	5.09697117792006	2.79846628921536	0.943303749490582	2.96666507551426	0.00301048704228202	0.00497384815681378
+TR1678|c0_g1_i1	wt_37	wt_ph8	0.738899982352077	7.85275634721875	4.29582816478541	-3.47431884008145	1.21198503063676	-2.8666351087324	0.00414861034620894	0.00656863304816415
+TR3807|c0_g1_i1	wt_37	wt_ph8	4.23896204531587	0.352255997713617	2.29560902151474	3.60257127355045	1.494771199452	2.41011552461754	0.0159474699414718	0.0242401543110371
+TR1859|c3_g1_i1	wt_37	wt_ph8	0.361569353912422	2.25550826604853	1.30853880998047	-2.58650633406891	1.68391965639604	-1.53600340980911	0.124537544060973	0.181135380859875
+TR3249|c0_g1_i1	wt_37	wt_ph8	1.36481976577862	4.37661229401476	2.87071602989669	-1.67837058189371	1.10474169040967	-1.51924254915312	0.12870145482149	0.181135380859875
+TR2090|c0_g1_i1	wt_37	wt_ph8	0	5.87877087384675	2.93938543692337	-4.93100736412614	3.57047444665656	-1.38105101655149	0.167263275059569	0.227000159009415
+TR1982|c2_g1_i1	wt_37	wt_ph8	7.00144976454503	11.520013112092	9.26073143831853	-0.727260398375603	0.567300823658434	-1.28196605406919	0.199854554547715	0.261878381821143
+TR1837|c2_g1_i1	wt_37	wt_ph8	0.377330628439655	1.67813520813222	1.02773291828594	-2.14007669057536	1.85335822648042	-1.15470212935543	0.248212427250959	0.314402407851215
+TR5212|c0_g1_i1	wt_37	wt_ph8	80.2050001877881	94.8352723753388	87.5201362815635	-0.236625075567938	0.21614403033503	-1.09475646956875	0.273623341840838	0.335409257740381
+TR3854|c0_g1_i1	wt_37	wt_ph8	1925.26464813324	2107.16376011081	2016.21420412203	-0.130625245556183	0.13088163358419	-0.998041069468758	0.318259444082768	0.377933089848287
+TR2844|c0_g1_i1	wt_37	wt_ph8	193.030766468894	213.82243412349	203.426600296192	-0.144061748535941	0.17173092225162	-0.838880654963596	0.401536284440308	0.450271927171228
+TR1122|c0_g1_i1	wt_37	wt_ph8	1.69354093201913	0.660517838352177	1.17702938518565	1.3946217378633	1.66721495733336	0.836497856337578	0.402874882205836	0.450271927171228
+TR2011|c5_g1_i1	wt_37	wt_ph8	6.84875389533898	4.81927837273561	5.8340161340373	0.48395696149425	0.739237535887472	0.654670438120067	0.512679962329315	0.556623959100399
+TR2182|c3_g2_i6	wt_37	wt_ph8	2.76248771922916	1.94482465855284	2.353656188891	0.516404389322083	1.10366040723297	0.467901526536393	0.63985501178297	0.675402512437579
+TR3788|c0_g1_i1	wt_37	wt_ph8	23.7579432209456	26.0024682525169	24.8802057367313	-0.125340757750783	0.352879389384874	-0.355194328490741	0.722444013290729	0.741969527163451
+TR939|c0_g1_i1	wt_37	wt_ph8	103.002135647151	102.820214322362	102.911174984756	0.000973457550309434	0.195891269167835	0.00496937691222674	0.996035027203904	0.996035027203904
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,7 @@
+sampleA	sampleB	baseMeanA	baseMeanB	baseMean	log2FoldChange	lfcSE	stat	pvalue	padj	wt_37_2	wt_37_3	wt_37_1	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2	wt_ph8_3	wt_ph8_1	wt_ph8_2
+TR4277|c0_g1_i1	wt_37	wt_ph8	4705.34614971641	162.902721493704	2434.12443560506	4.84804012036106	0.130783542648097	37.0691909868646	8.81406568413535e-301	3.34934495997143e-299	4466.00	4701.00	4284.00	118.00	134.00	164.00	172.00	162.00	170.00
+TR4761|c0_g1_i1	wt_37	wt_ph8	2012.6141923276	384.620292965437	1198.61724264652	2.38432084623308	0.148099583891604	16.0994432501458	2.57410332221217e-58	2.44539815610156e-57	2089.00	1746.00	1875.00	155.00	174.00	165.00	394.00	389.00	406.00
+TR2107|c1_g1_i1	wt_37	wt_ph8	59.5986596731862	1.89840873462066	30.7485342039034	4.82151434610286	0.613172060454942	7.86323229164347	3.74345886500564e-15	1.29319488063831e-14	59.00	65.00	47.00	6.00	6.00	7.00	3.00	1.00	2.00
+TR5055|c0_g2_i1	wt_37	wt_ph8	28.6665933385886	6.05959103586122	17.3630921872249	2.18372312866756	0.505600668447204	4.31906693354301	1.5669025864333e-05	3.30790546024808e-05	36.00	17.00	27.00	4.00	7.00	3.00	4.00	4.00	11.00
+TR127|c1_g1_i1	wt_37	wt_ph8	16.3791628279609	1.58772512712498	8.98344397754296	3.22742307122337	0.758365755070441	4.25576056097574	2.08339575851481e-05	4.16679151702962e-05	9.00	23.00	16.00	2.00	0.00	1.00	3.00	1.00	1.00
+TR1894|c2_g1_i1	wt_37	wt_ph8	16.2826445742552	1.67571344127509	8.97917900776516	3.18830464179373	0.7590595028564	4.20033558607184	2.66519649541344e-05	5.06387334128554e-05	21.00	14.00	11.00	1.00	2.00	5.00	1.00	3.00	1.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,5 @@
+sampleA	sampleB	baseMeanA	baseMeanB	baseMean	log2FoldChange	lfcSE	stat	pvalue	padj	wt_37_2	wt_37_3	wt_37_1	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2	wt_ph8_3	wt_ph8_1	wt_ph8_2
+TR131|c0_g1_i1	wt_37	wt_ph8	32.0461070493257	1436.30905989883	734.177583474076	-5.48335951236111	0.197548955320184	-27.7569653733364	1.43583336471356e-169	2.72808339295576e-168	32.00	28.00	31.00	1001.00	1233.00	1208.00	1486.00	1492.00	1457.00
+TR3091|c0_g1_i1	wt_37	wt_ph8	20.4914097091341	321.651020117047	171.071214913091	-3.97084930318667	0.245881056057371	-16.1494722971263	1.14537343838751e-58	1.45080635529084e-57	22.00	17.00	19.00	250.00	308.00	284.00	333.00	343.00	316.00
+TR5075|c0_g1_i1	wt_37	wt_ph8	19.3833722195684	136.98672801182	78.1850501156942	-2.80247674171473	0.269715041166808	-10.3905096637956	2.73885623424733e-25	2.08153073802797e-24	13.00	22.00	21.00	6.00	8.00	10.00	163.00	121.00	142.00
+TR2779|c0_g1_i1	wt_37	wt_ph8	191.51955185349	1058.15934185376	624.839446853626	-2.45909834872711	0.247058756007882	-9.95349603658112	2.43476309780354e-23	1.54201662860891e-22	186.00	137.00	217.00	147.00	186.00	197.00	1088.00	1094.00	1086.00
--- a/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.edgeR.DE_results	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.edgeR.DE_results	Thu Jun 14 03:11:51 2018 -0400
@@ -1,39 +1,39 @@
-logFC	logCPM	PValue	FDR
-TR131|c0_g1_i1	5.83867709149149	16.0447742820606	3.67956255674e-64	1.3982337715612e-62
-TR3091|c0_g1_i1	4.35104356420213	13.9337836495047	7.47918124727105e-59	1.4210444369815e-57
-TR4277|c0_g1_i1	-4.51249642920563	17.4585638169146	1.30305812944242e-53	1.65054029729373e-52
-TR5075|c0_g1_i1	3.18286810352713	12.8084040893566	8.25600206225396e-24	7.84320195914126e-23
-TR2107|c1_g1_i1	-4.48477961203985	11.2510359028096	1.80754966502889e-22	1.37373774542196e-21
-TR2779|c0_g1_i1	2.75442228103487	15.7797198210508	8.23352696880425e-15	5.21456708024269e-14
-TR1891|c0_g1_i1	1.85607282303223	14.4424161372431	4.82341414399837e-12	2.61842482102769e-11
-TR4761|c0_g1_i1	-2.05815692521639	16.4916266891202	6.53530817860542e-12	3.10427138483757e-11
-TR1479|c0_g1_i1	1.43256512308186	14.3771181295432	1.13197856555697e-09	4.77946505457389e-09
-TR2122|c0_g2_i2	1.63807722824331	14.4300672231344	2.54380104198531e-09	9.66644395954419e-09
-TR24|c0_g1_i1	1.56169455062581	13.613754007054	1.01137959952142e-08	3.49385679834671e-08
-TR2487|c0_g1_i1	1.52157644373511	15.8810635663776	2.37540305111961e-07	7.52210966187877e-07
-TR4084|c0_g1_i1	0.991060679215133	13.5661427311877	4.21767858359174e-07	1.23285989366528e-06
-TR1678|c0_g1_i1	3.62458577193226	9.02581543875671	1.43837087677047e-05	3.90414952266271e-05
-TR127|c1_g1_i1	-2.90111481011278	9.73961125813442	2.21824302925283e-05	5.61954900744051e-05
-TR1894|c2_g1_i1	-2.85359093751189	9.70265145133598	3.82707393478771e-05	9.08930059512081e-05
-TR5055|c0_g2_i1	-1.8545312748531	10.5508309427169	0.000561739096452478	0.0012556520979526
-TR2090|c0_g1_i1	5.85461418677349	8.72713197001274	0.000625444406369261	0.00132038263566844
-TR4859|c0_g1_i1	-2.31469487039419	9.12085022188999	0.00236706272759891	0.00473412545519782
-TR1492|c0_g1_i2	-0.847097868783511	16.8160271449712	0.00265383515294934	0.00504228679060374
-TR3638|c0_g1_i1	-0.812580107843708	15.3469752226999	0.00403607816905259	0.00730337954399992
-TR3807|c0_g1_i1	-2.92018331334326	8.37863764275674	0.0119536481076316	0.0206472103677272
-TR1449|c0_g1_i1	-0.576747771663695	13.7363876885022	0.0130185393324759	0.0215088910710471
-TR1982|c2_g1_i1	1.11743546508384	9.86122459596308	0.024471659211255	0.0382656346855499
-TR2672|c0_g1_i1	-1.09825528852042	10.4080374441724	0.025174759661546	0.0382656346855499
-TR3249|c0_g1_i1	2.00776956676821	8.66772655901099	0.0275363688345113	0.0402454621427472
-TR5212|c0_g1_i1	0.582012857882519	12.8600915149255	0.0318599127004672	0.0448398771339909
-TR4163|c0_g1_i1	-0.585935901552979	14.6858409740027	0.0333717283041774	0.0452902026985264
-TR2844|c0_g1_i1	0.484938504762758	14.0537413817093	0.0410237194953782	0.0537552186491163
-TR1859|c3_g1_i1	2.64648031785777	8.0811923384908	0.0677782555815868	0.0858524570700099
-TR2278|c0_g1_i1	-0.462893051132405	15.2205527935145	0.0990317248813937	0.121393727273966
-TR3854|c0_g1_i1	0.45233145936844	17.3656486469949	0.115995274036176	0.13774438791796
-TR3788|c0_g1_i1	0.512277745155381	11.1125640718165	0.129462204245195	0.149077689736891
-TR939|c0_g1_i1	0.343195417039388	13.0829763503018	0.196684960972624	0.219824368145874
-TR1837|c2_g1_i1	2.21076601464763	7.9226544260522	0.248563909756302	0.269869387735413
-TR1122|c0_g1_i1	-0.860567840252952	7.98418712954456	0.72405804618472	0.764283493194982
-TR2011|c5_g1_i1	-0.075980865610854	9.27931055760989	0.901508002533997	0.925873083683564
-TR2182|c3_g2_i6	-0.147124070779728	8.45393312498213	1	1
+sampleA	sampleB	logFC	logCPM	PValue	FDR
+TR131|c0_g1_i1	wt_37	wt_ph8	-5.83867709149149	16.0447742820606	3.67956255674e-64	1.3982337715612e-62
+TR3091|c0_g1_i1	wt_37	wt_ph8	-4.35104356420213	13.9337836495047	7.47918124727105e-59	1.4210444369815e-57
+TR4277|c0_g1_i1	wt_37	wt_ph8	4.51249642920563	17.4585638169146	1.30305812944242e-53	1.65054029729373e-52
+TR5075|c0_g1_i1	wt_37	wt_ph8	-3.18286810352713	12.8084040893566	8.25600206225396e-24	7.84320195914126e-23
+TR2107|c1_g1_i1	wt_37	wt_ph8	4.48477961203985	11.2510359028096	1.80754966502889e-22	1.37373774542196e-21
+TR2779|c0_g1_i1	wt_37	wt_ph8	-2.75442228103487	15.7797198210508	8.23352696880425e-15	5.21456708024269e-14
+TR1891|c0_g1_i1	wt_37	wt_ph8	-1.85607282303223	14.4424161372431	4.82341414399837e-12	2.61842482102769e-11
+TR4761|c0_g1_i1	wt_37	wt_ph8	2.05815692521639	16.4916266891202	6.53530817860542e-12	3.10427138483757e-11
+TR1479|c0_g1_i1	wt_37	wt_ph8	-1.43256512308186	14.3771181295432	1.13197856555697e-09	4.77946505457389e-09
+TR2122|c0_g2_i2	wt_37	wt_ph8	-1.63807722824331	14.4300672231344	2.54380104198531e-09	9.66644395954419e-09
+TR24|c0_g1_i1	wt_37	wt_ph8	-1.56169455062581	13.613754007054	1.01137959952142e-08	3.49385679834671e-08
+TR2487|c0_g1_i1	wt_37	wt_ph8	-1.52157644373511	15.8810635663776	2.37540305111961e-07	7.52210966187877e-07
+TR4084|c0_g1_i1	wt_37	wt_ph8	-0.991060679215133	13.5661427311877	4.21767858359174e-07	1.23285989366528e-06
+TR1678|c0_g1_i1	wt_37	wt_ph8	-3.62458577193226	9.02581543875671	1.43837087677047e-05	3.90414952266271e-05
+TR127|c1_g1_i1	wt_37	wt_ph8	2.90111481011278	9.73961125813442	2.21824302925283e-05	5.61954900744051e-05
+TR1894|c2_g1_i1	wt_37	wt_ph8	2.85359093751189	9.70265145133598	3.82707393478771e-05	9.08930059512081e-05
+TR5055|c0_g2_i1	wt_37	wt_ph8	1.8545312748531	10.5508309427169	0.000561739096452478	0.0012556520979526
+TR2090|c0_g1_i1	wt_37	wt_ph8	-5.85461418677349	8.72713197001274	0.000625444406369261	0.00132038263566844
+TR4859|c0_g1_i1	wt_37	wt_ph8	2.31469487039419	9.12085022188999	0.00236706272759891	0.00473412545519782
+TR1492|c0_g1_i2	wt_37	wt_ph8	0.847097868783511	16.8160271449712	0.00265383515294934	0.00504228679060374
+TR3638|c0_g1_i1	wt_37	wt_ph8	0.812580107843708	15.3469752226999	0.00403607816905259	0.00730337954399992
+TR3807|c0_g1_i1	wt_37	wt_ph8	2.92018331334326	8.37863764275674	0.0119536481076316	0.0206472103677272
+TR1449|c0_g1_i1	wt_37	wt_ph8	0.576747771663695	13.7363876885022	0.0130185393324759	0.0215088910710471
+TR1982|c2_g1_i1	wt_37	wt_ph8	-1.11743546508384	9.86122459596308	0.024471659211255	0.0382656346855499
+TR2672|c0_g1_i1	wt_37	wt_ph8	1.09825528852042	10.4080374441724	0.025174759661546	0.0382656346855499
+TR3249|c0_g1_i1	wt_37	wt_ph8	-2.00776956676821	8.66772655901099	0.0275363688345113	0.0402454621427472
+TR5212|c0_g1_i1	wt_37	wt_ph8	-0.582012857882519	12.8600915149255	0.0318599127004672	0.0448398771339909
+TR4163|c0_g1_i1	wt_37	wt_ph8	0.585935901552979	14.6858409740027	0.0333717283041774	0.0452902026985264
+TR2844|c0_g1_i1	wt_37	wt_ph8	-0.484938504762758	14.0537413817093	0.0410237194953782	0.0537552186491163
+TR1859|c3_g1_i1	wt_37	wt_ph8	-2.64648031785777	8.0811923384908	0.0677782555815868	0.0858524570700099
+TR2278|c0_g1_i1	wt_37	wt_ph8	0.462893051132405	15.2205527935145	0.0990317248813937	0.121393727273966
+TR3854|c0_g1_i1	wt_37	wt_ph8	-0.45233145936844	17.3656486469949	0.115995274036176	0.13774438791796
+TR3788|c0_g1_i1	wt_37	wt_ph8	-0.512277745155381	11.1125640718165	0.129462204245195	0.149077689736891
+TR939|c0_g1_i1	wt_37	wt_ph8	-0.343195417039388	13.0829763503018	0.196684960972624	0.219824368145874
+TR1837|c2_g1_i1	wt_37	wt_ph8	-2.21076601464763	7.9226544260522	0.248563909756302	0.269869387735413
+TR1122|c0_g1_i1	wt_37	wt_ph8	0.860567840252952	7.98418712954456	0.72405804618472	0.764283493194982
+TR2011|c5_g1_i1	wt_37	wt_ph8	0.075980865610854	9.27931055760989	0.901508002533997	0.925873083683564
+TR2182|c3_g2_i6	wt_37	wt_ph8	0.147124070779728	8.45393312498213	1	1
Binary file test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.edgeR.DE_results.MA_n_Volcano.pdf has changed
--- a/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.voom.DE_results	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.voom.DE_results	Thu Jun 14 03:11:51 2018 -0400
@@ -1,39 +1,39 @@
-logFC	logCPM	PValue	FDR
-TR131|c0_g1_i1	5.89108692370307	16.0946870940125	4.52958285205525e-36	1.721241483781e-34
-TR4277|c0_g1_i1	-4.47812345668175	17.3786096664403	1.7008141018303e-32	3.23154679347758e-31
-TR3091|c0_g1_i1	4.37454375877296	13.9751350003907	7.58044859691792e-23	9.60190155609603e-22
-TR2779|c0_g1_i1	2.89398117484377	15.8061264352363	3.97828335136821e-18	3.7793691837998e-17
-TR5075|c0_g1_i1	3.21512246000432	12.8334153580766	2.0588784190888e-14	1.56474759850749e-13
-TR2107|c1_g1_i1	-4.32040270723487	11.0762608486921	9.69490500265428e-11	6.14010650168104e-10
-TR4761|c0_g1_i1	-2.00464775189483	16.4172477083723	2.27235196662378e-10	1.23356249616719e-09
-TR1891|c0_g1_i1	1.89490003648365	14.4620196202787	1.18363400337593e-09	5.62226151603565e-09
-TR2122|c0_g2_i2	1.68823123696301	14.4430864744705	3.40183177422869e-08	1.436328971341e-07
-TR24|c0_g1_i1	1.665273448047	13.6146325155501	1.25297628243395e-07	4.76130987324901e-07
-TR2487|c0_g1_i1	1.57111929409713	15.8914511338271	3.01913153313087e-07	1.04297271144521e-06
-TR1479|c0_g1_i1	1.45195340320994	14.3929474544484	1.34694977997748e-06	4.2653409699287e-06
-TR1678|c0_g1_i1	3.32711159096413	8.62991286220581	4.44668660347576e-05	0.000129980069947753
-TR127|c1_g1_i1	-2.68488776770857	9.36026180000128	0.000136507461427459	0.00037052025244596
-TR1894|c2_g1_i1	-2.65840371977461	9.30640094015976	0.000158988679158599	0.000402771320535117
-TR2090|c0_g1_i1	3.12073361486577	8.21515298661506	0.000414922023762837	0.000985439806436737
-TR5055|c0_g2_i1	-1.75449782198233	10.3047459168783	0.000987360143376457	0.0020844269693503
-TR4084|c0_g1_i1	0.990738086664283	13.5812840323914	0.000929878324478984	0.00207855154883538
-TR4859|c0_g1_i1	-2.03844841522755	8.5557148387818	0.00574511253124233	0.0114902250624847
-TR3807|c0_g1_i1	-2.27805436961797	7.32408068149202	0.00831980659467625	0.0150548881236999
-TR1859|c3_g1_i1	2.08358066039446	6.92308482511994	0.0216139227266133	0.0357099592874481
-TR1492|c0_g1_i2	-0.80292474159496	16.7717103141256	0.00797659176853916	0.0150548881236999
-TR3638|c0_g1_i1	-0.765536214533451	15.2959378061905	0.00929698340782949	0.0160584258862509
-TR2672|c0_g1_i1	-1.15555384827173	10.1973122527932	0.0235572978271919	0.0372990548930539
-TR3249|c0_g1_i1	1.48866796495104	8.06119288435276	0.0588654345124954	0.0794847966327657
-TR1982|c2_g1_i1	1.06368641289493	9.64628067316551	0.0510418091524593	0.0745995672228252
-TR1837|c2_g1_i1	1.43890969571076	6.48444225997254	0.130037630852572	0.154419686637429
-TR5212|c0_g1_i1	0.63168831011067	12.8380836623566	0.0456316928604782	0.0693601731479268
-TR4163|c0_g1_i1	-0.545743678134199	14.6411189904126	0.0582697662607788	0.0794847966327657
-TR1449|c0_g1_i1	-0.549932747054717	13.6939664483469	0.0606594500618475	0.0794847966327657
-TR2844|c0_g1_i1	0.508967050135572	14.0451022220879	0.0750763100520493	0.0950966593992624
-TR3854|c0_g1_i1	0.504473372285636	17.3527799714624	0.0956174473541405	0.117208483853463
-TR1122|c0_g1_i1	-0.501746583160273	6.50836597017328	0.595453777887275	0.628534543325457
-TR3788|c0_g1_i1	0.524753873079964	11.0311382344715	0.215975804877357	0.234488016723988
-TR2278|c0_g1_i1	-0.424377145183038	15.1829447141358	0.145500439954072	0.167545961159234
-TR2182|c3_g2_i6	0.0429471548350905	7.57134083040984	0.956400717774849	0.956400717774849
-TR939|c0_g1_i1	0.398499350568058	13.0523653134109	0.192129988432482	0.214733516483362
-TR2011|c5_g1_i1	0.0410416962762211	8.85697121679121	0.9477445647389	0.956400717774849
+sampleA	sampleB	logFC	logCPM	PValue	FDR
+TR131|c0_g1_i1	wt_37	wt_ph8	-5.89108692370307	16.0946870940125	5.83734002581789e-38	2.2181892098108e-36
+TR4277|c0_g1_i1	wt_37	wt_ph8	4.47812345668175	17.3786096664403	2.84916418820701e-34	5.41341195759331e-33
+TR3091|c0_g1_i1	wt_37	wt_ph8	-4.37454375877296	13.9751350003907	3.03684158911717e-24	3.84666601288175e-23
+TR2779|c0_g1_i1	wt_37	wt_ph8	-2.89398117484377	15.8061264352363	2.71183962208552e-19	2.57624764098124e-18
+TR5075|c0_g1_i1	wt_37	wt_ph8	-3.21512246000432	12.8334153580766	2.25968184332879e-15	1.71735820092988e-14
+TR2107|c1_g1_i1	wt_37	wt_ph8	4.32040270723487	11.0762608486921	1.80270537224079e-11	1.14171340241917e-10
+TR4761|c0_g1_i1	wt_37	wt_ph8	2.00464775189483	16.4172477083723	4.47039820077749e-11	2.42678759470778e-10
+TR1891|c0_g1_i1	wt_37	wt_ph8	-1.89490003648365	14.4620196202787	2.60196088184267e-10	1.23593141887527e-09
+TR2122|c0_g2_i2	wt_37	wt_ph8	-1.68823123696301	14.4430864744705	9.44150971333403e-09	3.98641521229659e-08
+TR24|c0_g1_i1	wt_37	wt_ph8	-1.665273448047	13.6146325155501	3.81691570216026e-08	1.4504279668209e-07
+TR2487|c0_g1_i1	wt_37	wt_ph8	-1.57111929409713	15.8914511338271	9.80135417366341e-08	3.3859223509019e-07
+TR1479|c0_g1_i1	wt_37	wt_ph8	-1.45195340320994	14.3929474544484	4.87972014978913e-07	1.54524471409989e-06
+TR1678|c0_g1_i1	wt_37	wt_ph8	-3.32711159096413	8.62991286220581	2.09660385386406e-05	6.12853434206418e-05
+TR127|c1_g1_i1	wt_37	wt_ph8	2.68488776770857	9.36026180000128	7.01712501052362e-05	0.000190464821714212
+TR1894|c2_g1_i1	wt_37	wt_ph8	2.65840371977461	9.30640094015976	8.26981533784737e-05	0.0002095019885588
+TR2090|c0_g1_i1	wt_37	wt_ph8	-3.12073361486577	8.21515298661506	0.000232532921389064	0.000552265688299028
+TR5055|c0_g2_i1	wt_37	wt_ph8	1.75449782198233	10.3047459168783	0.000592147419555538	0.00125008899683947
+TR4084|c0_g1_i1	wt_37	wt_ph8	-0.990738086664283	13.5812840323914	0.000555059638311732	0.00124072154446152
+TR4859|c0_g1_i1	wt_37	wt_ph8	2.03844841522755	8.5557148387818	0.00395651243262557	0.00791302486525114
+TR3807|c0_g1_i1	wt_37	wt_ph8	2.27805436961797	7.32408068149202	0.00589866928719914	0.0106737825196937
+TR1492|c0_g1_i2	wt_37	wt_ph8	0.80292474159496	16.7717103141256	0.00563666782754467	0.0106737825196937
+TR1859|c3_g1_i1	wt_37	wt_ph8	-2.08358066039446	6.92308482511994	0.0165122223690091	0.0272810630444498
+TR3638|c0_g1_i1	wt_37	wt_ph8	0.765536214533451	15.2959378061905	0.00664915219564581	0.0114848992470246
+TR2672|c0_g1_i1	wt_37	wt_ph8	1.15555384827173	10.1973122527932	0.0181178874953213	0.0286866552009254
+TR3249|c0_g1_i1	wt_37	wt_ph8	-1.48866796495104	8.06119288435276	0.0485882100928285	0.065758173656721
+TR1982|c2_g1_i1	wt_37	wt_ph8	-1.06368641289493	9.64628067316551	0.0416733207176468	0.0609071610488684
+TR1837|c2_g1_i1	wt_37	wt_ph8	-1.43890969571076	6.48444225997254	0.11393330230991	0.135295796493019
+TR5212|c0_g1_i1	wt_37	wt_ph8	-0.63168831011067	12.8380836623566	0.0369371606978983	0.0561444842608054
+TR4163|c0_g1_i1	wt_37	wt_ph8	0.545743678134199	14.6411189904126	0.0480591953597162	0.065758173656721
+TR1449|c0_g1_i1	wt_37	wt_ph8	0.549932747054717	13.6939664483469	0.0501838693696029	0.065758173656721
+TR2844|c0_g1_i1	wt_37	wt_ph8	-0.508967050135572	14.0451022220879	0.0631262591502691	0.0799599282570075
+TR3854|c0_g1_i1	wt_37	wt_ph8	-0.504473372285636	17.3527799714624	0.0818779321593283	0.100366497485628
+TR1122|c0_g1_i1	wt_37	wt_ph8	0.501746583160273	6.50836597017328	0.579206371120405	0.611384502849316
+TR3788|c0_g1_i1	wt_37	wt_ph8	-0.524753873079964	11.0311382344715	0.196342217213272	0.213171550117267
+TR2278|c0_g1_i1	wt_37	wt_ph8	0.424377145183038	15.1829447141358	0.128541258915261	0.148017207235755
+TR2182|c3_g2_i6	wt_37	wt_ph8	-0.0429471548350905	7.57134083040984	0.954463369529891	0.954463369529891
+TR939|c0_g1_i1	wt_37	wt_ph8	-0.398499350568058	13.0523653134109	0.173205070507278	0.193582137625782
+TR2011|c5_g1_i1	wt_37	wt_ph8	-0.0410416962762211	8.85697121679121	0.94542366790428	0.954463369529891
Binary file test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.voom.DE_results.MA_n_Volcano.pdf has changed
--- a/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results	Thu Jun 14 03:11:51 2018 -0400
@@ -1,40 +1,40 @@
 sampleA	sampleB	baseMeanA	baseMeanB	baseMean	log2FoldChange	lfcSE	stat	pvalue	padj
-TR2779|c0_g1_i1	wt_GSNO	wt_ph8	195.849684476753	966.924129135581	581.386906806167	-2.26327524632747	0.139880929176731	-16.1800129556472	6.97797522934818e-59	2.3027318256849e-57
-TR1891|c0_g1_i1	wt_GSNO	wt_ph8	128.246229498835	343.028289972482	235.637259735659	-1.40437008666625	0.103208263182426	-13.6071477550587	3.63141533276091e-42	5.99183529905551e-41
-TR4761|c0_g1_i1	wt_GSNO	wt_ph8	184.029205648389	351.782300021135	267.905752834762	-0.934295661860181	0.0925945355062913	-10.0901814210915	6.10565695161207e-24	6.71622264677328e-23
-TR24|c0_g1_i1	wt_GSNO	wt_ph8	39.3724575919554	183.288101009647	111.330279300801	-2.12198385961523	0.229366226812664	-9.25150964508988	2.21344016014191e-20	1.82608813211707e-19
-TR3638|c0_g1_i1	wt_GSNO	wt_ph8	174.266398355818	297.555274221606	235.910836288712	-0.755625651268871	0.0961172743232099	-7.86149687024996	3.79569918101421e-15	2.50516145946938e-14
-TR2122|c0_g2_i2	wt_GSNO	wt_ph8	190.673533226329	328.707071692642	259.690302459485	-0.781951344246178	0.102125767694546	-7.65674875105918	1.90699193392882e-14	1.04884556366085e-13
-TR2278|c0_g1_i1	wt_GSNO	wt_ph8	426.804298570637	315.99710709695	371.400702833793	0.428907012124225	0.105320470989525	4.07239929801383	4.65313200258197e-05	0.000219361937264579
-TR4084|c0_g1_i1	wt_GSNO	wt_ph8	115.544575735664	157.970364768418	136.757470252041	-0.434913653199297	0.157209464946713	-2.76645972522529	0.00566685842046991	0.0233757909844384
-TR3788|c0_g1_i1	wt_GSNO	wt_ph8	128.115824993653	24.010679388938	76.0632521912957	1.36551096405932	0.534260069919225	2.55589186043003	0.0105916029199559	0.0388358773731717
-TR1492|c0_g1_i2	wt_GSNO	wt_ph8	1368.89238848897	813.514514376559	1091.20345143276	0.692062260203308	0.290167592747528	2.38504325603812	0.0170771132686324	0.0563544737864868
-TR1678|c0_g1_i1	wt_GSNO	wt_ph8	0.695005959508731	7.10082184137838	3.89791390044355	-1.19229893380239	0.533516728634619	-2.23479203145837	0.0254310052417055	0.0762930157251164
-TR5075|c0_g1_i1	wt_GSNO	wt_ph8	8.81552188359314	126.23137395943	67.5234479215117	-1.10768013972448	0.513345367512952	-2.15776786900981	0.0309458842036983	0.0851011815601704
-TR1479|c0_g1_i1	wt_GSNO	wt_ph8	353.92669362375	305.546165789569	329.736429706659	0.210154850632672	0.101920088147959	2.06195711219939	0.0392118193266939	0.0995376952139152
-TR1859|c3_g1_i1	wt_GSNO	wt_ph8	0	2.05957798928713	1.02978899464357	-1.01742987508067	0.500302018271162	-2.03363136250477	0.0419887772494581	1
-TR2844|c0_g1_i1	wt_GSNO	wt_ph8	220.566338218013	194.214843050373	207.390590634193	0.185176880395552	0.100284765132021	1.84651058564851	0.0648181037840442	0.152785530348104
-TR2107|c1_g1_i1	wt_GSNO	wt_ph8	7.08292121571621	1.78415791317121	4.43353956444371	0.951944042839851	0.540599552522162	1.76090423752399	0.0782546125949942	0.170760316089935
-TR4669|c0_g2_i1	wt_GSNO	wt_ph8	165.630009730314	0	82.8150048651569	0.762969565911357	0.439826422982926	1.73470607049221	0.0827928805284532	0.170760316089935
-TR2672|c0_g1_i1	wt_GSNO	wt_ph8	2.07518941673641	7.44710458698621	4.76114700186131	-0.686459125319668	0.52860452101472	-1.29862514986048	0.194072602638997	0.376729169828641
-TR4859|c0_g1_i1	wt_GSNO	wt_ph8	3.10763825129944	1.1806627783491	2.14415051482427	0.593225714064679	0.537217960853533	1.10425517628294	0.269482460872864	0.494051178266917
-TR3091|c0_g1_i1	wt_GSNO	wt_ph8	312.47018793986	293.531643106953	303.000915523406	0.0878939148373507	0.0878811164283744	1.00014563320878	0.317240035048796	0.536180698490786
-TR4163|c0_g1_i1	wt_GSNO	wt_ph8	221.469120691076	207.118822998308	214.293971844692	0.0959413488001967	0.0974696330347526	0.984320406397642	0.324957999085325	0.536180698490786
-TR1894|c2_g1_i1	wt_GSNO	wt_ph8	2.85762748931802	1.47338219762144	2.16550484346973	0.431530486406946	0.537372709941065	0.803037590900872	0.421953007665329	0.663069012045517
-TR3249|c0_g1_i1	wt_GSNO	wt_ph8	2.06512931203634	4.15451161800812	3.10982046502223	-0.38612563978518	0.523142120053183	-0.738089373774619	0.460460140618999	0.675718500003336
-TR5212|c0_g1_i1	wt_GSNO	wt_ph8	102.736339436612	86.4452993262187	94.5908193814151	0.226915890105892	0.314756340859895	0.720925556212693	0.470955318184143	0.675718500003336
-TR1122|c0_g1_i1	wt_GSNO	wt_ph8	1.29006258579706	0.5946183773076	0.942340481552333	0.279366026492593	0.486443515520964	0.57430311552905	0.565762701275693	1
-TR2011|c5_g1_i1	wt_GSNO	wt_ph8	7.597917075274	4.42090354598533	6.00941031062966	0.293830308686626	0.525066976727929	0.559605386950241	0.575748629670957	0.791654365797565
-TR1837|c2_g1_i1	wt_GSNO	wt_ph8	2.16507864525674	1.46465683073113	1.81486773799393	0.232644077202222	0.530765383353658	0.438318105322267	0.661155703054792	1
-TR1982|c2_g1_i1	wt_GSNO	wt_ph8	5.5352448786851	10.687042573374	8.11114372602957	-0.163617497783336	0.41190705551325	-0.397219459082736	0.691205633846634	0.874699343226649
-TR1449|c0_g1_i1	wt_GSNO	wt_ph8	98.9943307118646	106.843279101242	102.918804906553	-0.100378154615576	0.259464578599584	-0.38686650469729	0.69885503944156	0.874699343226649
-TR2182|c3_g2_i6	wt_GSNO	wt_ph8	1.29006258579706	1.76655578876639	1.52830918728173	-0.199699696686908	0.518464312092113	-0.385175395932417	0.700107470922461	1
-TR4277|c0_g1_i1	wt_GSNO	wt_ph8	153.969096204861	149.159426886469	151.564261545665	0.0459499001744168	0.126145529370448	0.364261027748966	0.715663099003622	0.874699343226649
-TR3854|c0_g1_i1	wt_GSNO	wt_ph8	2260.55060252051	1927.46472630351	2094.00766441201	0.149461409336011	0.515737174792397	0.289801504799756	0.771968096584582	0.909819542403257
-TR127|c1_g1_i1	wt_GSNO	wt_ph8	1.20754470361908	1.49113571265046	1.34934020813477	-0.140499936513031	0.525109891787989	-0.267562921038549	0.789035775295455	1
-TR2090|c0_g1_i1	wt_GSNO	wt_ph8	9.46045896251181	5.6546754787973	7.55756722065455	0.0558182109444541	0.287850208274631	0.193914089133468	0.846243151562143	0.956832805790417
-TR3807|c0_g1_i1	wt_GSNO	wt_ph8	0.347502979754365	0.292870809896544	0.320186894825454	0.0816135421729034	0.465942705668376	0.175157892118586	0.860955569985101	1
-TR131|c0_g1_i1	wt_GSNO	wt_ph8	1275.67603302799	1312.2934796972	1293.9847563626	-0.035805337908038	0.355352253126282	-0.100760126305753	0.919740880292126	0.956832805790417
-TR5055|c0_g2_i1	wt_GSNO	wt_ph8	5.17791343714095	5.60171771495863	5.38981557604979	-0.0489219520111245	0.535247232645477	-0.091400663146498	0.927174234841818	0.956832805790417
-TR939|c0_g1_i1	wt_GSNO	wt_ph8	92.2508462008296	94.0990807885678	93.1749634946987	-0.0260132924520656	0.31360944301959	-0.0829480522065804	0.933892845523313	0.956832805790417
-TR2487|c0_g1_i1	wt_GSNO	wt_ph8	875.181494043204	882.631049341941	878.906271692572	-0.0117684251443531	0.217416529127567	-0.0541284749212796	0.956832805790417	0.956832805790417
+TR2779|c0_g1_i1	wt_GSNO	wt_ph8	195.849684476753	966.924129135581	581.386906806167	-2.30255444666643	0.142496869452374	-16.1586318037394	9.87286349195067e-59	3.65295949202175e-57
+TR1891|c0_g1_i1	wt_GSNO	wt_ph8	128.246229498835	343.028289972482	235.637259735659	-1.41742353970608	0.104322254921725	-13.5869718380762	4.7847024102546e-42	8.85169945897101e-41
+TR4761|c0_g1_i1	wt_GSNO	wt_ph8	184.029205648389	351.782300021135	267.905752834762	-0.941259207260894	0.0933372308442124	-10.0844989587481	6.46943903995441e-24	7.97897481594377e-23
+TR24|c0_g1_i1	wt_GSNO	wt_ph8	39.3724575919554	183.288101009647	111.330279300801	-2.22846767043702	0.242443002218043	-9.19171784728532	3.8661704482204e-20	3.57620766460387e-19
+TR3638|c0_g1_i1	wt_GSNO	wt_ph8	174.266398355818	297.555274221606	235.910836288712	-0.761689698593786	0.0969314803260852	-7.85802193499368	3.90246977317854e-15	2.88782763215212e-14
+TR2122|c0_g2_i2	wt_GSNO	wt_ph8	190.673533226329	328.707071692642	259.690302459485	-0.789061688115738	0.103094089827306	-7.65380139091878	1.95123561208803e-14	1.20326196078762e-13
+TR4669|c0_g2_i1	wt_GSNO	wt_ph8	165.630009730314	0	82.8150048651569	9.98638581786287	2.4059110197361	4.15077105343582	3.31357095211564e-05	0.000175145893183255
+TR2278|c0_g1_i1	wt_GSNO	wt_ph8	426.804298570637	315.99710709695	371.400702833793	0.433055347501052	0.106340324733669	4.07235306630524	4.65405596936774e-05	0.000215250088583258
+TR4084|c0_g1_i1	wt_GSNO	wt_ph8	115.544575735664	157.970364768418	136.757470252041	-0.444508945050626	0.160721197310781	-2.76571449496544	0.00567982380522758	0.0233503867548245
+TR3788|c0_g1_i1	wt_GSNO	wt_ph8	128.115824993653	24.010679388938	76.0632521912957	2.41599826196159	0.930388620648254	2.59676248004649	0.00941069736444863	0.0348195802484599
+TR5075|c0_g1_i1	wt_GSNO	wt_ph8	8.81552188359314	126.23137395943	67.5234479215117	-3.83892667969009	1.51640337447055	-2.53159993199728	0.011354345783228	0.0381918903617669
+TR1492|c0_g1_i2	wt_GSNO	wt_ph8	1368.89238848897	813.514514376559	1091.20345143276	0.750717599362045	0.314762309207928	2.38503015577424	0.0170777214032423	0.0526563076599971
+TR1678|c0_g1_i1	wt_GSNO	wt_ph8	0.695005959508731	7.10082184137838	3.89791390044355	-3.29023865439926	1.5074251817588	-2.18268786684349	0.0290588040465388	0.0827058269016874
+TR1479|c0_g1_i1	wt_GSNO	wt_ph8	353.92669362375	305.546165789569	329.736429706659	0.212056310257658	0.102841330599285	2.0619755600394	0.0392100628615421	0.0987833713777749
+TR1859|c3_g1_i1	wt_GSNO	wt_ph8	0	2.05957798928713	1.02978899464357	-3.32897459707672	1.62131131542189	-2.05326057087961	0.0400473127207196	0.0987833713777749
+TR2844|c0_g1_i1	wt_GSNO	wt_ph8	220.566338218013	194.214843050373	207.390590634193	0.186796872895526	0.101161116569868	1.84652838194517	0.0648155222548659	0.149885895214377
+TR2107|c1_g1_i1	wt_GSNO	wt_ph8	7.08292121571621	1.78415791317121	4.43353956444371	1.99039306371489	1.13345482120555	1.75604093473959	0.0790814192380851	0.172118383047597
+TR2672|c0_g1_i1	wt_GSNO	wt_ph8	2.07518941673641	7.44710458698621	4.76114700186131	-1.80710364026684	1.37881760417113	-1.31061834052603	0.189986739707575	0.390528298287793
+TR4859|c0_g1_i1	wt_GSNO	wt_ph8	3.10763825129944	1.1806627783491	2.14415051482427	1.36600125700608	1.2414304168313	1.10034460126467	0.271182006077654	0.528091274993326
+TR3091|c0_g1_i1	wt_GSNO	wt_ph8	312.47018793986	293.531643106953	303.000915523406	0.0884824617062972	0.0884687505769758	1.00015498273946	0.317235511103454	0.572534846407878
+TR4163|c0_g1_i1	wt_GSNO	wt_ph8	221.469120691076	207.118822998308	214.293971844692	0.0967338751775769	0.0982736079923787	0.984332183927538	0.32495221012339	0.572534846407878
+TR1894|c2_g1_i1	wt_GSNO	wt_ph8	2.85762748931802	1.47338219762144	2.16550484346973	0.974874448083219	1.21963227734233	0.799318340612911	0.424105846774723	0.713268924121126
+TR3249|c0_g1_i1	wt_GSNO	wt_ph8	2.06512931203634	4.15451161800812	3.10982046502223	-1.06280923847799	1.42172379433194	-0.747549729923031	0.454731796166148	0.726065302514322
+TR5212|c0_g1_i1	wt_GSNO	wt_ph8	102.736339436612	86.4452993262187	94.5908193814151	0.250307109752951	0.347207101059694	0.720915871216346	0.470961277306587	0.726065302514322
+TR1122|c0_g1_i1	wt_GSNO	wt_ph8	1.29006258579706	0.5946183773076	0.942340481552333	1.01745920560278	1.75106315862361	0.581052259932493	0.56120523253296	1
+TR2011|c5_g1_i1	wt_GSNO	wt_ph8	7.597917075274	4.42090354598533	6.00941031062966	0.776221433822186	1.38068634268934	0.562199689981896	0.573979972628347	0.849490359489954
+TR1837|c2_g1_i1	wt_GSNO	wt_ph8	2.16507864525674	1.46465683073113	1.81486773799393	0.574055870722254	1.31330872914193	0.437106567545105	0.662034064585522	0.882648546299865
+TR1982|c2_g1_i1	wt_GSNO	wt_ph8	5.5352448786851	10.687042573374	8.11114372602957	-0.948745824078601	2.34310116245329	-0.404910312572778	0.685543437736556	0.882648546299865
+TR2182|c3_g2_i6	wt_GSNO	wt_ph8	1.29006258579706	1.76655578876639	1.52830918728173	-0.570835750385155	1.46441538912588	-0.389804528567464	0.69668109483689	0.882648546299865
+TR1449|c0_g1_i1	wt_GSNO	wt_ph8	98.9943307118646	106.843279101242	102.918804906553	-0.106933839690288	0.276431863357554	-0.386836156988073	0.69887750768045	0.882648546299865
+TR4277|c0_g1_i1	wt_GSNO	wt_ph8	153.969096204861	149.159426886469	151.564261545665	0.0465928591854992	0.127909639606222	0.364263861026723	0.715660983486377	0.882648546299865
+TR3854|c0_g1_i1	wt_GSNO	wt_ph8	2260.55060252051	1927.46472630351	2094.00766441201	0.229965172704227	0.793466242289153	0.289823511635197	0.771951259799022	0.910963182508483
+TR127|c1_g1_i1	wt_GSNO	wt_ph8	1.20754470361908	1.49113571265046	1.34934020813477	-0.373671738849606	1.38864714646401	-0.269090488394483	0.787860049737066	0.910963182508483
+TR2090|c0_g1_i1	wt_GSNO	wt_ph8	9.46045896251181	5.6546754787973	7.55756722065455	0.740040477295998	3.75055668025179	0.197314836272869	0.843581169905129	0.945833432923932
+TR3807|c0_g1_i1	wt_GSNO	wt_ph8	0.347502979754365	0.292870809896544	0.320186894825454	0.331202385322154	1.89086385045429	0.175159298350635	0.86095446505486	1
+TR131|c0_g1_i1	wt_GSNO	wt_ph8	1275.67603302799	1312.2934796972	1293.9847563626	-0.0408368749216097	0.405274721880973	-0.100763439506112	0.919738250126613	0.956831887096638
+TR5055|c0_g2_i1	wt_GSNO	wt_ph8	5.17791343714095	5.60171771495863	5.38981557604979	-0.113901914254779	1.2463123048955	-0.0913911495596841	0.927181793948424	0.956831887096638
+TR939|c0_g1_i1	wt_GSNO	wt_ph8	92.2508462008296	94.0990807885678	93.1749634946987	-0.0286723936076206	0.345661698999542	-0.0829492931690373	0.933891858779013	0.956831887096638
+TR2487|c0_g1_i1	wt_GSNO	wt_ph8	875.181494043204	882.631049341941	878.906271692572	-0.0122873741271452	0.226999049805604	-0.0541296280212089	0.956831887096638	0.956831887096638
Binary file test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.MA_n_Volcano.pdf has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_GSNO-UP.subset	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,1 @@
+sampleA	sampleB	baseMeanA	baseMeanB	baseMean	log2FoldChange	lfcSE	stat	pvalue	padj	wt_37_2	wt_37_3	wt_37_1	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2	wt_ph8_3	wt_ph8_1	wt_ph8_2
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,3 @@
+sampleA	sampleB	baseMeanA	baseMeanB	baseMean	log2FoldChange	lfcSE	stat	pvalue	padj	wt_37_2	wt_37_3	wt_37_1	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2	wt_ph8_3	wt_ph8_1	wt_ph8_2
+TR2779|c0_g1_i1	wt_GSNO	wt_ph8	195.849684476753	966.924129135581	581.386906806167	-2.26327524632747	0.139880929176731	-16.1800129556472	6.97797522934818e-59	2.3027318256849e-57	186.00	137.00	217.00	147.00	186.00	197.00	1088.00	1094.00	1086.00
+TR24|c0_g1_i1	wt_GSNO	wt_ph8	39.3724575919554	183.288101009647	111.330279300801	-2.12198385961523	0.229366226812664	-9.25150964508988	2.21344016014191e-20	1.82608813211707e-19	90.00	67.00	85.00	36.00	35.00	34.00	222.00	196.00	201.00
--- a/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.edgeR.DE_results	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.edgeR.DE_results	Thu Jun 14 03:11:51 2018 -0400
@@ -1,40 +1,40 @@
-logFC	logCPM	PValue	FDR
-TR2779|c0_g1_i1	2.23948335958727	15.9163308249372	1.20766376889896e-237	4.70988869870595e-236
-TR1492|c0_g1_i2	-0.807859120941235	16.8439348559211	2.37986391219743e-61	4.64073462878498e-60
-TR1891|c0_g1_i1	1.35697452203657	14.6311197032228	1.60645028176433e-35	2.08838536629363e-34
-TR4761|c0_g1_i1	0.880921757190946	14.8138260614735	1.59143301924913e-24	1.5516471937679e-23
-TR2122|c0_g2_i2	0.729785350305026	14.7699678361852	6.52776857951534e-13	5.09165949202196e-12
-TR3854|c0_g1_i1	-0.289859344737128	17.7786469452325	6.1302236270955e-12	3.98464535761207e-11
-TR3638|c0_g1_i1	0.702510801497461	14.6355179638282	5.62335492840333e-11	3.133012031539e-10
-TR2278|c0_g1_i1	-0.490901034745758	15.2921454021456	1.53296499052609e-09	7.47320432881468e-09
-TR24|c0_g1_i1	2.16007337608378	13.5636496776551	8.67157466173412e-09	3.75768235341812e-08
-TR5075|c0_g1_i1	3.7524485458028	12.8683202800317	5.50095216588421e-08	2.14537134469484e-07
-TR4669|c0_g2_i1	-10.4044948993067	13.1110475123695	1.35189372056785e-06	4.79307773655872e-06
-TR3788|c0_g1_i1	-2.47698512550917	13.0240883091698	1.80487840553907e-05	5.86585481800198e-05
-TR1479|c0_g1_i1	-0.272661827455658	15.1172528121102	0.000483095512098729	0.00144928653629619
-TR1678|c0_g1_i1	3.02812287247775	9.36059212330112	0.0074853976481696	0.0208521791627582
-TR2107|c1_g1_i1	-1.98032359155541	9.36544178725855	0.0305238827180189	0.0756824353198294
-TR2844|c0_g1_i1	-0.244755727600329	14.4560017424587	0.0310492042337762	0.0756824353198294
-TR1859|c3_g1_i1	4.12978123132011	8.37588761488442	0.0428877609330621	0.0983895691993777
-TR3091|c0_g1_i1	-0.148576217250104	14.9963238698071	0.0547318692708507	0.11858571675351
-TR2672|c0_g1_i1	1.64029381826409	9.53984158811941	0.100507062957769	0.206303971334369
-TR4163|c0_g1_i1	-0.156926020788278	14.5006265631178	0.113620071038851	0.22155913852576
-TR4859|c0_g1_i1	-1.3062724221166	8.73091245897321	0.181160758857669	0.3364414093071
-TR4084|c0_g1_i1	0.390578563212142	13.8603174460746	0.270419882900116	0.479380701504752
-TR1982|c2_g1_i1	0.866592651710305	10.0958159836705	0.312186869456376	0.515984430920105
-TR1894|c2_g1_i1	-0.989932992780787	8.78384403630691	0.317528880566218	0.515984430920105
-TR4277|c0_g1_i1	-0.107189584823599	14.0046148411409	0.347278576725125	0.541754579691195
-TR2487|c0_g1_i1	-0.0467513454249246	16.526653433485	0.376403968202147	0.560230359736405
-TR3249|c0_g1_i1	1.00369455926223	9.08504250192555	0.387851787509819	0.560230359736405
-TR5212|c0_g1_i1	-0.310409394484433	13.3365591825697	0.416163942507532	0.572783249883747
-TR2011|c5_g1_i1	-0.799376994792807	9.70509536731836	0.425915749913555	0.572783249883747
-TR1837|c2_g1_i1	-0.59484087321072	8.66193471010726	0.588495494688377	0.76504414309489
-TR2090|c0_g1_i1	-0.766971023107968	9.89421471118339	0.638322407555079	0.8030507707951
-TR131|c0_g1_i1	-0.0187996511046741	17.0827735361623	0.697507705031756	0.850087515507453
-TR1122|c0_g1_i1	-0.908051089281089	8.22928258978683	0.753364106379395	0.890339398448377
-TR1449|c0_g1_i1	0.0452741219590205	13.4583026590017	0.919111339143084	1
-TR939|c0_g1_i1	-0.0309689709592036	13.3146949564453	0.956245904999637	1
-TR5055|c0_g2_i1	0.0548476287872344	9.62768102188797	0.999999999999985	1
-TR2182|c3_g2_i6	0.517423422896207	8.5297276065799	1	1
-TR127|c1_g1_i1	0.299043611515333	8.4576897025083	1	1
-TR3807|c0_g1_i1	-0.266132577378544	7.94319410024963	1	1
+sampleA	sampleB	logFC	logCPM	PValue	FDR
+TR2779|c0_g1_i1	wt_GSNO	wt_ph8	-2.23948335958727	15.9163308249372	1.20766376889896e-237	4.70988869870595e-236
+TR1492|c0_g1_i2	wt_GSNO	wt_ph8	0.807859120941235	16.8439348559211	2.37986391219743e-61	4.64073462878498e-60
+TR1891|c0_g1_i1	wt_GSNO	wt_ph8	-1.35697452203657	14.6311197032228	1.60645028176433e-35	2.08838536629363e-34
+TR4761|c0_g1_i1	wt_GSNO	wt_ph8	-0.880921757190946	14.8138260614735	1.59143301924913e-24	1.5516471937679e-23
+TR2122|c0_g2_i2	wt_GSNO	wt_ph8	-0.729785350305026	14.7699678361852	6.52776857951534e-13	5.09165949202196e-12
+TR3854|c0_g1_i1	wt_GSNO	wt_ph8	0.289859344737128	17.7786469452325	6.1302236270955e-12	3.98464535761207e-11
+TR3638|c0_g1_i1	wt_GSNO	wt_ph8	-0.702510801497461	14.6355179638282	5.62335492840333e-11	3.133012031539e-10
+TR2278|c0_g1_i1	wt_GSNO	wt_ph8	0.490901034745758	15.2921454021456	1.53296499052609e-09	7.47320432881468e-09
+TR24|c0_g1_i1	wt_GSNO	wt_ph8	-2.16007337608378	13.5636496776551	8.67157466173412e-09	3.75768235341812e-08
+TR5075|c0_g1_i1	wt_GSNO	wt_ph8	-3.7524485458028	12.8683202800317	5.50095216588421e-08	2.14537134469484e-07
+TR4669|c0_g2_i1	wt_GSNO	wt_ph8	10.4044948993067	13.1110475123695	1.35189372056785e-06	4.79307773655872e-06
+TR3788|c0_g1_i1	wt_GSNO	wt_ph8	2.47698512550917	13.0240883091698	1.80487840553907e-05	5.86585481800198e-05
+TR1479|c0_g1_i1	wt_GSNO	wt_ph8	0.272661827455658	15.1172528121102	0.000483095512098729	0.00144928653629619
+TR1678|c0_g1_i1	wt_GSNO	wt_ph8	-3.02812287247775	9.36059212330112	0.0074853976481696	0.0208521791627582
+TR2107|c1_g1_i1	wt_GSNO	wt_ph8	1.98032359155541	9.36544178725855	0.0305238827180189	0.0756824353198294
+TR2844|c0_g1_i1	wt_GSNO	wt_ph8	0.244755727600329	14.4560017424587	0.0310492042337762	0.0756824353198294
+TR1859|c3_g1_i1	wt_GSNO	wt_ph8	-4.12978123132011	8.37588761488442	0.0428877609330621	0.0983895691993777
+TR3091|c0_g1_i1	wt_GSNO	wt_ph8	0.148576217250104	14.9963238698071	0.0547318692708507	0.11858571675351
+TR2672|c0_g1_i1	wt_GSNO	wt_ph8	-1.64029381826409	9.53984158811941	0.100507062957769	0.206303971334369
+TR4163|c0_g1_i1	wt_GSNO	wt_ph8	0.156926020788278	14.5006265631178	0.113620071038851	0.22155913852576
+TR4859|c0_g1_i1	wt_GSNO	wt_ph8	1.3062724221166	8.73091245897321	0.181160758857669	0.3364414093071
+TR4084|c0_g1_i1	wt_GSNO	wt_ph8	-0.390578563212142	13.8603174460746	0.270419882900116	0.479380701504752
+TR1982|c2_g1_i1	wt_GSNO	wt_ph8	-0.866592651710305	10.0958159836705	0.312186869456376	0.515984430920105
+TR1894|c2_g1_i1	wt_GSNO	wt_ph8	0.989932992780787	8.78384403630691	0.317528880566218	0.515984430920105
+TR4277|c0_g1_i1	wt_GSNO	wt_ph8	0.107189584823599	14.0046148411409	0.347278576725125	0.541754579691195
+TR2487|c0_g1_i1	wt_GSNO	wt_ph8	0.0467513454249246	16.526653433485	0.376403968202147	0.560230359736405
+TR3249|c0_g1_i1	wt_GSNO	wt_ph8	-1.00369455926223	9.08504250192555	0.387851787509819	0.560230359736405
+TR5212|c0_g1_i1	wt_GSNO	wt_ph8	0.310409394484433	13.3365591825697	0.416163942507532	0.572783249883747
+TR2011|c5_g1_i1	wt_GSNO	wt_ph8	0.799376994792807	9.70509536731836	0.425915749913555	0.572783249883747
+TR1837|c2_g1_i1	wt_GSNO	wt_ph8	0.59484087321072	8.66193471010726	0.588495494688377	0.76504414309489
+TR2090|c0_g1_i1	wt_GSNO	wt_ph8	0.766971023107968	9.89421471118339	0.638322407555079	0.8030507707951
+TR131|c0_g1_i1	wt_GSNO	wt_ph8	0.0187996511046741	17.0827735361623	0.697507705031756	0.850087515507453
+TR1122|c0_g1_i1	wt_GSNO	wt_ph8	0.908051089281089	8.22928258978683	0.753364106379395	0.890339398448377
+TR1449|c0_g1_i1	wt_GSNO	wt_ph8	-0.0452741219590205	13.4583026590017	0.919111339143084	1
+TR939|c0_g1_i1	wt_GSNO	wt_ph8	0.0309689709592036	13.3146949564453	0.956245904999637	1
+TR5055|c0_g2_i1	wt_GSNO	wt_ph8	-0.0548476287872344	9.62768102188797	0.999999999999985	1
+TR2182|c3_g2_i6	wt_GSNO	wt_ph8	-0.517423422896207	8.5297276065799	1	1
+TR127|c1_g1_i1	wt_GSNO	wt_ph8	-0.299043611515333	8.4576897025083	1	1
+TR3807|c0_g1_i1	wt_GSNO	wt_ph8	0.266132577378544	7.94319410024963	1	1
Binary file test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.edgeR.DE_results.MA_n_Volcano.pdf has changed
--- a/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.voom.DE_results	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.voom.DE_results	Thu Jun 14 03:11:51 2018 -0400
@@ -1,40 +1,40 @@
-logFC	logCPM	PValue	FDR
-TR2779|c0_g1_i1	2.23795519272237	15.9076254017254	2.92187316761645e-09	1.13953053537042e-07
-TR1492|c0_g1_i2	-0.807554446371668	16.8426446227048	5.58321346448906e-08	1.08872662557537e-06
-TR24|c0_g1_i1	2.16839334936064	13.5222768601527	3.73856822091501e-07	4.86013868718952e-06
-TR3788|c0_g1_i1	-2.47096654484901	13.0144557887788	1.245732049043e-06	9.71670998253539e-06
-TR5075|c0_g1_i1	3.68481140303272	12.7944067233298	3.44359702134355e-06	2.23833806387331e-05
-TR3854|c0_g1_i1	-0.290746293924475	17.7782076349597	5.25322144866517e-07	5.12189091244854e-06
-TR1891|c0_g1_i1	1.35768165107067	14.6117632515968	5.28666359293828e-06	2.79053243123467e-05
-TR4761|c0_g1_i1	0.878920056028248	14.8002262876656	5.72416908971214e-06	2.79053243123467e-05
-TR2122|c0_g2_i2	0.730166040402744	14.7551588447381	0.000213340170514583	0.000924474072229861
-TR3638|c0_g1_i1	0.708321413581678	14.6195575978943	0.000258928735946659	0.00100982207019197
-TR2107|c1_g1_i1	-1.90861736829884	8.90712643491077	0.00457979737107378	0.0148843414559898
-TR1678|c0_g1_i1	2.86408187112217	8.67828416118206	0.00614682516189	0.01844047548567
-TR2278|c0_g1_i1	-0.503051556783977	15.2850549214884	0.00155857674629228	0.00552586300958173
-TR1859|c3_g1_i1	1.96144637998691	6.77065030795652	0.0428269385052548	0.0982500353944082
-TR2672|c0_g1_i1	1.69730734417424	8.97832173338033	0.0866262290356731	0.160877282494822
-TR1479|c0_g1_i1	-0.277933522953326	15.1098597149167	0.0157877120065803	0.0439800548754737
-TR1982|c2_g1_i1	0.859948395691952	9.74982883974683	0.0845253825418736	0.160877282494822
-TR4859|c0_g1_i1	-1.04376243585308	7.84838377560073	0.178339170085147	0.289801151388364
-TR2011|c5_g1_i1	-0.835627288758852	9.33803398810951	0.117576176969539	0.20843049553691
-TR4084|c0_g1_i1	0.383433512314591	13.8345091917852	0.0320674039619619	0.083375250301101
-TR1894|c2_g1_i1	-0.899367664455804	7.86698528437277	0.236693956821629	0.369242572641742
-TR5212|c0_g1_i1	-0.317453614519532	13.3093804544918	0.0408068910563242	0.0982500353944082
-TR2182|c3_g2_i6	0.988859576038597	7.34392475064937	0.332144974966109	0.462630500845651
-TR3249|c0_g1_i1	1.18548803762213	8.36747688877935	0.296376188714782	0.444564283072173
-TR1837|c2_g1_i1	-0.83411458992077	7.6102620160458	0.393260306376011	0.528867308574635
-TR3807|c0_g1_i1	-0.40219136988549	5.09566487188118	0.681998347783062	0.765740423023185
-TR4669|c0_g2_i1	-6.05037553674292	13.1239272719772	0.480074268471172	0.603964402270185
-TR1122|c0_g1_i1	-0.184244267394782	6.64199260311611	0.869699168726351	0.892585988955992
-TR127|c1_g1_i1	0.354388761220407	7.15556768591471	0.687202943738756	0.765740423023185
-TR2844|c0_g1_i1	-0.251980888130202	14.4425124782726	0.0594765231313145	0.128865800117848
-TR2090|c0_g1_i1	0.862128177746631	9.64998833298881	0.646749723219784	0.764340581987017
-TR3091|c0_g1_i1	-0.148831558112849	14.9878570236746	0.0841354210369957	0.160877282494822
-TR5055|c0_g2_i1	-0.0583511298028353	9.18288041060754	0.918331019801174	0.918331019801174
-TR4163|c0_g1_i1	-0.161834057105857	14.4879250602579	0.126768900432688	0.214955961603254
-TR4277|c0_g1_i1	-0.103273026252208	13.9874746529507	0.30829078508145	0.445308911784317
-TR939|c0_g1_i1	-0.0333503331526365	13.2856573711711	0.715260879184748	0.774865952450143
-TR1449|c0_g1_i1	0.049884213852527	13.4293306544833	0.75234222467997	0.793009371959969
-TR2487|c0_g1_i1	-0.0480185034754555	16.5239765307922	0.407818984620182	0.530164680006236
-TR131|c0_g1_i1	-0.0203187870937255	17.0810493411762	0.539920494505425	0.658028102678487
+sampleA	sampleB	logFC	logCPM	PValue	FDR
+TR2779|c0_g1_i1	wt_GSNO	wt_ph8	-2.23795519272237	15.9076254017254	2.92187316761645e-09	1.13953053537042e-07
+TR1492|c0_g1_i2	wt_GSNO	wt_ph8	0.807554446371668	16.8426446227048	5.58321346448906e-08	1.08872662557537e-06
+TR24|c0_g1_i1	wt_GSNO	wt_ph8	-2.16839334936064	13.5222768601527	3.73856822091501e-07	4.86013868718952e-06
+TR3788|c0_g1_i1	wt_GSNO	wt_ph8	2.47096654484901	13.0144557887788	1.245732049043e-06	9.71670998253539e-06
+TR5075|c0_g1_i1	wt_GSNO	wt_ph8	-3.68481140303272	12.7944067233298	3.44359702134355e-06	2.23833806387331e-05
+TR3854|c0_g1_i1	wt_GSNO	wt_ph8	0.290746293924475	17.7782076349597	5.25322144866517e-07	5.12189091244854e-06
+TR1891|c0_g1_i1	wt_GSNO	wt_ph8	-1.35768165107067	14.6117632515968	5.28666359293828e-06	2.79053243123467e-05
+TR4761|c0_g1_i1	wt_GSNO	wt_ph8	-0.878920056028248	14.8002262876656	5.72416908971214e-06	2.79053243123467e-05
+TR2122|c0_g2_i2	wt_GSNO	wt_ph8	-0.730166040402744	14.7551588447381	0.000213340170514583	0.000924474072229861
+TR3638|c0_g1_i1	wt_GSNO	wt_ph8	-0.708321413581678	14.6195575978943	0.000258928735946659	0.00100982207019197
+TR2107|c1_g1_i1	wt_GSNO	wt_ph8	1.90861736829884	8.90712643491077	0.00457979737107378	0.0148843414559898
+TR1678|c0_g1_i1	wt_GSNO	wt_ph8	-2.86408187112217	8.67828416118206	0.00614682516189	0.01844047548567
+TR2278|c0_g1_i1	wt_GSNO	wt_ph8	0.503051556783977	15.2850549214884	0.00155857674629228	0.00552586300958173
+TR1859|c3_g1_i1	wt_GSNO	wt_ph8	-1.96144637998691	6.77065030795652	0.0428269385052548	0.0982500353944082
+TR2672|c0_g1_i1	wt_GSNO	wt_ph8	-1.69730734417424	8.97832173338033	0.0866262290356731	0.160877282494822
+TR1479|c0_g1_i1	wt_GSNO	wt_ph8	0.277933522953326	15.1098597149167	0.0157877120065803	0.0439800548754737
+TR1982|c2_g1_i1	wt_GSNO	wt_ph8	-0.859948395691952	9.74982883974683	0.0845253825418736	0.160877282494822
+TR4859|c0_g1_i1	wt_GSNO	wt_ph8	1.04376243585308	7.84838377560073	0.178339170085147	0.289801151388364
+TR2011|c5_g1_i1	wt_GSNO	wt_ph8	0.835627288758852	9.33803398810951	0.117576176969539	0.20843049553691
+TR4084|c0_g1_i1	wt_GSNO	wt_ph8	-0.383433512314591	13.8345091917852	0.0320674039619619	0.083375250301101
+TR1894|c2_g1_i1	wt_GSNO	wt_ph8	0.899367664455804	7.86698528437277	0.236693956821629	0.369242572641742
+TR5212|c0_g1_i1	wt_GSNO	wt_ph8	0.317453614519532	13.3093804544918	0.0408068910563242	0.0982500353944082
+TR2182|c3_g2_i6	wt_GSNO	wt_ph8	-0.988859576038597	7.34392475064937	0.332144974966109	0.462630500845651
+TR3249|c0_g1_i1	wt_GSNO	wt_ph8	-1.18548803762213	8.36747688877935	0.296376188714782	0.444564283072173
+TR1837|c2_g1_i1	wt_GSNO	wt_ph8	0.83411458992077	7.6102620160458	0.393260306376011	0.528867308574635
+TR3807|c0_g1_i1	wt_GSNO	wt_ph8	0.40219136988549	5.09566487188118	0.681998347783062	0.765740423023185
+TR4669|c0_g2_i1	wt_GSNO	wt_ph8	6.05037553674292	13.1239272719772	0.480074268471172	0.603964402270185
+TR1122|c0_g1_i1	wt_GSNO	wt_ph8	0.184244267394782	6.64199260311611	0.869699168726351	0.892585988955992
+TR127|c1_g1_i1	wt_GSNO	wt_ph8	-0.354388761220407	7.15556768591471	0.687202943738756	0.765740423023185
+TR2844|c0_g1_i1	wt_GSNO	wt_ph8	0.251980888130202	14.4425124782726	0.0594765231313145	0.128865800117848
+TR2090|c0_g1_i1	wt_GSNO	wt_ph8	-0.862128177746631	9.64998833298881	0.646749723219784	0.764340581987017
+TR3091|c0_g1_i1	wt_GSNO	wt_ph8	0.148831558112849	14.9878570236746	0.0841354210369957	0.160877282494822
+TR5055|c0_g2_i1	wt_GSNO	wt_ph8	0.0583511298028353	9.18288041060754	0.918331019801174	0.918331019801174
+TR4163|c0_g1_i1	wt_GSNO	wt_ph8	0.161834057105857	14.4879250602579	0.126768900432688	0.214955961603254
+TR4277|c0_g1_i1	wt_GSNO	wt_ph8	0.103273026252208	13.9874746529507	0.30829078508145	0.445308911784317
+TR939|c0_g1_i1	wt_GSNO	wt_ph8	0.0333503331526365	13.2856573711711	0.715260879184748	0.774865952450143
+TR1449|c0_g1_i1	wt_GSNO	wt_ph8	-0.049884213852527	13.4293306544833	0.75234222467997	0.793009371959969
+TR2487|c0_g1_i1	wt_GSNO	wt_ph8	0.0480185034754555	16.5239765307922	0.407818984620182	0.530164680006236
+TR131|c0_g1_i1	wt_GSNO	wt_ph8	0.0203187870937255	17.0810493411762	0.539920494505425	0.658028102678487
Binary file test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.voom.DE_results.MA_n_Volcano.pdf has changed
Binary file test-data/count/qcheck/input.matrix.CPM.log2.prcomp.principal_components.pdf has changed
Binary file test-data/count/qcheck/input.matrix.CPM.log2.principal_components.pdf has changed
Binary file test-data/count/qcheck/input.matrix.CPM.log2.sample_cor_matrix.pdf has changed
Binary file test-data/count/qcheck/wt_37.rep_compare.pdf has changed
Binary file test-data/count/qcheck/wt_ph8.rep_compare.pdf has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/norm/Trinity_paired_unmerged_1.fasta	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,14 @@
+>TRINITY_DN2_c0_g1_i1 len=229 path=[0:0-228]
+AAATATCACAACCACCTGAACAGGAACTTGGGATAAACAGGCAATGATGAGAGCCGATGTTTTTCTGTTGGTGTTTACATTGCTCTGCTCTGTGAAAGGATCCTGCAGCAGAGGCTTCCTACCTGAAAAATGTTTCTCTCAATTGTAGTGTGTGAGTTACTGGTAAGACGCTTACACCTATAACTCAAGGTCGGAATAGTCCCTCCAGTCCCTTTAGTAACCCAGTGGC
+>TRINITY_DN1_c0_g1_i1 len=380 path=[0:0-379]
+CCAAGGTAGAAAACATCCCTGCTGACAAGACCTACCTGTGACATACTCACTCTCTTAGGGCTTTTAAAGACAAGCCATTAAAATAGATGACCTTTCACAGACTGAAACTTGAATCACTGCAAAATGAATCTAGGTTGCTGTCACTTTTTCTTTTGGGTGGCGGGGCTTGATGTAGATTTTATTCTATGTACAGAATTTAATGTTGAATATATTAAAAATAACAAACCTGGCATGGTTTTGGGAGGTTAGATTTACTGGAAATGTATTCATACTGTGAACTGTGCTCTGATGGTTAGAATGAAAAGCTTATCAAGCATTCCATATAACAGTGGATGTAGAAAATGTTTTCAGGTGGATATGTATATGGTACAGATGTAAAG
+>TRINITY_DN3_c0_g1_i1 len=669 path=[0:0-668]
+GCTGCATCAGACCAAGATGAAAGCATAGTAGAACTTGCATTTCAGACAACAGGGCACATTGTCACTCTTGTATTTGAAAAACACTTTCCGGCCACCATTGATTCTTTCCAGGATGCAGTGAAGTGTTTGTCTGAATTCACATGTAATGCAGCTTTCCCAGACACAAGTATGGAAGCAATCCGACTTATTCGCCATTGTGCAAAATATGTGTCTGATAGACCGCAGGCTTTCAAGGAGTACACAAGTGATGACATGAGCGTGGCACCTGAAGACAGGGTGTGGGTGAGAGGGTGGTTCCCGATCCTCTTTGAGTTGTCTTGTATCATCAATAGATGCAAATTAGATGTAAGAACCAGGGGCTTAACAGTAATGTTTGAAATAATGAAAACATATGGCCACACTTATGAAAAACATTGGTGGCAGGACTTATTCAGAATTGTTTTCAGAATCTTTGACAACATGAAATTGCCAGAACAGCAGACAGAGAAAGCTGAATGGATGACAACAACTTGTAACCATGTCCTTTATGCAATATGTGATGTATTCACCCAGTATTTAGAAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTGGTGTGTACAACAAGACAATGAGCAGTTAGCACGATCTGGTACAAACTGCTTAGAAAACGTG
+>TRINITY_DN3_c0_g2_i1 len=279 path=[0:0-278]
+TCCAGACCATCGACAACATTGTCTTCTTCCCAGCCACAAGCAAGAAGGAGGATGCAGAGAACTTAGCTGCAGCCCAGAGAGATGCAGTAGACTTCGATGTTCGAGTTGATACTCAAGACCAAGGAATGTACCGCTTTTTAACATCACAACAACTGTTCAAGCTACTGGACTGCTTATTAGAGTCGCATAGATTTGCAAAAGCATTTAATTCCAACAATGAACAGAGGACTGCTCTGTGGAAAGCAGGCTTCAAAGGCAAGTCCAAGCCCAATCTTCTAA
+>TRINITY_DN3_c0_g3_i1 len=240 path=[0:0-239]
+ACAAGCAGCCTGGCGTGTGGGCTGCGCATTCTCTTCCGGATGTACATGGACGAGAGCAGAGTCAGTGCCTGGGAAGAAGTCCAGCAGAGGCTTTTAAACGTCTGCAGGGAAGCGCTGAGCTACTTCCTCACTCTAACATCCGAAAGTCACCGGGAAGCCTGGACTAACTTACTGTTACTGTTCCTCACTAAAGTTCTGAAGATCAGTGACAGCAGGTTTAAAGCTCACGCATCATTCTAC
+>TRINITY_DN3_c0_g4_i1 len=202 path=[0:0-201]
+GGTGAAAAGTTTACTCTTGAAATCTGGGATAAAACGTGTAACTGCACCCTGGATATCTTCAAAACCACAATTCCTCACGCGCTTCTGACTTGGCGTCCCACCTCTGGCGAGGCCGAACCCCCATCTCCATCAGCTGTGAGTGAAAAGCCGTTGGATGCAATATCACAAAAATCTGTAGACATACATGATTCTATTCAACCAA
+>TRINITY_DN0_c0_g1_i1 len=216 path=[0:0-215]
+ATTGATTTATTTAATAAGAAACCAAAGAGAGGAATACAATACCTCCAAGAACAAGGGATGCTTGGCACCACACCCGAAGATATAGCTCAGTTCTTACATCAAGAAGAAAGATTAGACTCTACTCAGGTGGGTGAGTTCCTGGGAGATAATGATAAATTCAATAAAGAAGTCATGTATGCATATGTAGACCAACATGACTTTTCAGGAAAAGACTTT
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/norm/Trinity_paired_unmerged_1.map	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,7 @@
+TRINITY_DN2_c0_g1	TRINITY_DN2_c0_g1_i1
+TRINITY_DN1_c0_g1	TRINITY_DN1_c0_g1_i1
+TRINITY_DN3_c0_g1	TRINITY_DN3_c0_g1_i1
+TRINITY_DN3_c0_g2	TRINITY_DN3_c0_g2_i1
+TRINITY_DN3_c0_g3	TRINITY_DN3_c0_g3_i1
+TRINITY_DN3_c0_g4	TRINITY_DN3_c0_g4_i1
+TRINITY_DN0_c0_g1	TRINITY_DN0_c0_g1_i1
--- a/test-data/raw/Trinity.fasta	Mon Jan 22 11:27:24 2018 -0500
+++ b/test-data/raw/Trinity.fasta	Thu Jun 14 03:11:51 2018 -0400
@@ -43,4 +43,3 @@
 CTTGGCACCACACCCGAAGATATAGCTCAGTTCTTACATCAAGAAGAAAGATTAGACTCT
 ACTCAGGTGGGTGAGTTCCTGGGAGATAATGATAAATTCAATAAAGAAGTCATGTATGCA
 TATGTAGACCAACATGACTTTTCAGGAAAAGACTTT
-
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/raw/Trinity_single_unmerged_1.fasta	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,2 @@
+>TRINITY_DN0_c0_g1_i1 len=226 path=[0:0-225]
+CTTTACATCTGTACCATATACATATCCACCTGAAAACATTTTCTACATCCACTGTTATATGGAATGCTTGATAAGCTTTTCATTCTAACCATCAGAGCACAGTTCACAGTATGAATACATTTCCAGTAAATCTAACCTCCCAAAACCATGCCAGGTTTGTTATTTTTAATATATTCAACATTAAATTCTGTACATAGAATAAAATCTACATCAAGCCCCGCCACCC
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/raw/Trinity_single_unmerged_1.map	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,1 @@
+TRINITY_DN0_c0_g1	TRINITY_DN0_c0_g1_i1
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/supertranscripts/trinity_genes.fasta	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,14 @@
+>TRINITY_DN1_c0_g1
+CCAAGGTAGAAAACATCCCTGCTGACAAGACCTACCTGTGACATACTCACTCTCTTAGGGCTTTTAAAGACAAGCCATTAAAATAGATGACCTTTCACAGACTGAAACTTGAATCACTGCAAAATGAATCTAGGTTGCTGTCACTTTTTCTTTTGGGTGGCGGGGCTTGATGTAGATTTTATTCTATGTACAGAATTTAATGTTGAATATATTAAAAATAACAAACCTGGCATGGTTTTGGGAGGTTAGATTTACTGGAAATGTATTCATACTGTGAACTGTGCTCTGATGGTTAGAATGAAAAGCTTATCAAGCATTCCATATAACAGTGGATGTAGAAAATGTTTTCAGGTGGATATGTATATGGTACAGATGTAAAG
+>TRINITY_DN0_c0_g1
+AAATATCACAACCACCTGAACAGGAACTTGGGATAAACAGGCAATGATGAGAGCCGATGTTTTTCTGTTGGTGTTTACATTGCTCTGCTCTGTGAAAGGATCCTGCAGCAGAGGCTTCCTACCTGAAAAATGTTTCTCTCAATTGTAGTGTGTGAGTTACTGGTAAGACGCTTACACCTATAACTCAAGGTCGGAATAGTCCCTCCAGTCCCTTTAGTAACCCAGTGGC
+>TRINITY_DN2_c0_g1
+TCCAGACCATCGACAACATTGTCTTCTTCCCAGCCACAAGCAAGAAGGAGGATGCAGAGAACTTAGCTGCAGCCCAGAGAGATGCAGTAGACTTCGATGTTCGAGTTGATACTCAAGACCAAGGAATGTACCGCTTTTTAACATCACAACAACTGTTCAAGCTACTGGACTGCTTATTAGAGTCGCATAGATTTGCAAAAGCATTTAATTCCAACAATGAACAGAGGACTGCTCTGTGGAAAGCAGGCTTCAAAGGCAAGTCCAAGCCCAATCTTCTAA
+>TRINITY_DN2_c1_g1
+GTCTGAATTCGCATGTAATGCAGCTTTCCCAGACACAAGTATGGAAGCAATCCGACTTATTCGCCATTGTGCAAAATATGTGTCTGATAGACCGCAGGCTTTCAAGGAGTACACAAGTGATGACATGAGCGTGGCACCTGAAGACAGGGTGTGGGTGAGAGGGTGGTTCCCGATCCTCTTTGAGTTGTCTTGTATCATCAATAGATGCAAATTAGATGTAAGAACCAGGGGCTTAACAGTAATGTTTGAAATAATGAAAACATATGGCCACACTTATGAAAAACATTGGTGGCAGGACTTATTCAGAATTGTTTTCAGAATCTTTGACAACATGAAATTGCCAGAACAGCAGACAGAGAAAGCTGAATGGATGACAACAACTTGTAACCATGTCCTTTATGCAATATGTGATGTATTCACCCAGTATTTAGAAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTGGTGTGTACAACAAGACAATGAGCAGTTAGCACGATCTGGTACAAACTGCTTAGAAAACGTG
+>TRINITY_DN2_c2_g1
+ACAAGCAGCCTGGCGTGTGGGCTGCGCATTCTCTTCCGGATGTACATGGACGAGAGCAGAGTCAGTGCCTGGGAAGAAGTCCAGCAGAGGCTTTTAAACGTCTGCAGGGAAGCGCTGAGCTACTTCCTCACTCTAACATCCGAAAGTCACCGGGAAGCCTGGACTAACTTACTGTTACTGTTCCTCACTAAAGTTCTGAAGATCAGTGACAGCAGGTTTAAAGCTCACGCATCATTCTAC
+>TRINITY_DN2_c3_g1
+GGTGAAAAGTTTACTCTTGAAATCTGGGATAAAACGTGTAACTGCACCCTGGATATCTTCAAAACCACAATTCCTCACGCGCTTCTGACTTGGCGTCCCACCTCTGGCGAGGCCGAACCCCCATCTCCATCAGCTGTGAGTGAAAAGCCGTTGGATGCAATATCACAAAAATCTGTAGACATACATGATTCTATTCAACCAA
+>TRINITY_DN3_c0_g1
+ATTGATTTATTTAATAAGAAACCAAAGAGAGGAATACAATACCTCCAAGAACAAGGGATGCTTGGCACCACACCCGAAGATATAGCTCAGTTCTTACATCAAGAAGAAAGATTAGACTCTACTCAGGTGGGTGAGTTCCTGGGAGATAATGATAAATTCAATAAAGAAGTCATGTATGCATATGTAGACCAACATGACTTTTCAGGAAAAGACTTT
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/supertranscripts/trinity_genes.gtf	Thu Jun 14 03:11:51 2018 -0400
@@ -0,0 +1,14 @@
+TRINITY_DN1_c0_g1	Trinity_gene	exon	1	380	.	+	.	gene_id "TRINITY_DN1_c0_g1"; transcript_id "TRINITY_DN1_c0_g1_i1"
+
+TRINITY_DN0_c0_g1	Trinity_gene	exon	1	229	.	+	.	gene_id "TRINITY_DN0_c0_g1"; transcript_id "TRINITY_DN0_c0_g1_i1"
+
+TRINITY_DN2_c0_g1	Trinity_gene	exon	1	279	.	+	.	gene_id "TRINITY_DN2_c0_g1"; transcript_id "TRINITY_DN2_c0_g1_i1"
+
+TRINITY_DN2_c1_g1	Trinity_gene	exon	1	541	.	+	.	gene_id "TRINITY_DN2_c1_g1"; transcript_id "TRINITY_DN2_c1_g1_i1"
+
+TRINITY_DN2_c2_g1	Trinity_gene	exon	1	240	.	+	.	gene_id "TRINITY_DN2_c2_g1"; transcript_id "TRINITY_DN2_c2_g1_i1"
+
+TRINITY_DN2_c3_g1	Trinity_gene	exon	1	202	.	+	.	gene_id "TRINITY_DN2_c3_g1"; transcript_id "TRINITY_DN2_c3_g1_i1"
+
+TRINITY_DN3_c0_g1	Trinity_gene	exon	1	216	.	+	.	gene_id "TRINITY_DN3_c0_g1"; transcript_id "TRINITY_DN3_c0_g1_i1"
+