changeset 0:64094e19077d draft

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/trinity commit 9dcdb5348f7439d0ce1e44ed23ad226beb4ae6d4
author iuc
date Thu, 14 Jun 2018 03:12:34 -0400
parents
children 15f60c2e2d78
files README.rst macros.xml super_transcripts.xml test-data/count/Trinity.map test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset.GOseq.depleted test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset.GOseq.enriched test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_GSNO-UP.subset test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_GSNO-UP.subset.GOseq.depleted test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_GSNO-UP.subset.GOseq.enriched test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset.GOseq.depleted test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset.GOseq.enriched test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset.GOseq.depleted test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset.GOseq.enriched 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/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_GSNO-UP.subset test-data/count/analyze_diff_expr/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset test-data/count/analyze_diff_expr/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset.GOseq.depleted test-data/count/analyze_diff_expr/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.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/contig_exn50_statistic/Trinity.fasta test-data/count/contig_exn50_statistic/matrix.TMM.EXPR.matrix test-data/count/define_clusters_by_cutting_tree/my_cluster_plots.pdf test-data/count/define_clusters_by_cutting_tree/subcluster_1_log2_medianCentered_fpkm.matrix test-data/count/define_clusters_by_cutting_tree/subcluster_2_log2_medianCentered_fpkm.matrix 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.DESeq2.count_matrix 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.edgeR.count_matrix 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_GSNO.voom.count_matrix 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.MA_n_Volcano.pdf 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.DESeq2.count_matrix 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.edgeR.count_matrix 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_37_vs_wt_ph8.voom.count_matrix 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.DESeq2.count_matrix 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.edgeR.count_matrix 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/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.voom.count_matrix test-data/count/express_bowtie/results.xprs test-data/count/express_bowtie/results_B.xprs test-data/count/express_bowtie/sample_A test-data/count/express_bowtie/sample_B test-data/count/kallisto/abundance.tsv test-data/count/kallisto/abundance.tsv.genes test-data/count/kallisto/abundance_B.tsv test-data/count/kallisto/abundance_B.tsv.genes test-data/count/matrix_express_bowtie/matrix.TMM.EXPR.matrix test-data/count/matrix_express_bowtie/matrix.TPM.not_cross_norm test-data/count/matrix_express_bowtie/matrix.counts.matrix test-data/count/matrix_rsem_bowtie/matrix.TMM.EXPR.matrix test-data/count/matrix_rsem_bowtie/matrix.TPM.not_cross_norm test-data/count/matrix_rsem_bowtie/matrix.counts.matrix test-data/count/matrix_rsem_bowtie2/matrix.TMM.EXPR.matrix test-data/count/matrix_rsem_bowtie2/matrix.TPM.not_cross_norm test-data/count/matrix_rsem_bowtie2/matrix.counts.matrix test-data/count/matrix_rsem_bowtie_UpperQuartile/matrix.TPM.not_cross_norm test-data/count/matrix_rsem_bowtie_UpperQuartile/matrix.TPM.not_cross_norm.upper_quartile_norm.matrix test-data/count/matrix_rsem_bowtie_UpperQuartile/matrix.UpperQuartile.EXPR.matrix test-data/count/matrix_rsem_bowtie_UpperQuartile/matrix.counts.matrix test-data/count/matrix_rsem_bowtie_none/matrix.TPM.not_cross_norm test-data/count/matrix_rsem_bowtie_none/matrix.counts.matrix test-data/count/qcheck/input.matrix.CPM.log2.prcomp.principal_components.pdf test-data/count/qcheck/input.matrix.CPM.log2.sample_cor_matrix.pdf test-data/count/qcheck/matrix.counts.matrix test-data/count/qcheck/wt_37.rep_compare.pdf test-data/count/qcheck/wt_GSNO.rep_compare.pdf test-data/count/qcheck/wt_ph8.rep_compare.pdf test-data/count/rsem_bowtie/RSEM.isoforms.results test-data/count/rsem_bowtie/RSEM.isoforms_B.results test-data/count/rsem_bowtie/sample_A test-data/count/rsem_bowtie/sample_B test-data/count/rsem_bowtie2/RSEM.isoforms.results test-data/count/rsem_bowtie2/RSEM.isoforms_B.results test-data/count/rsem_bowtie2/sample_A test-data/count/rsem_bowtie2/sample_B test-data/count/salmon/sample_A test-data/count/salmon/sample_B test-data/count/samples.txt test-data/count/trinotate/genes.lengths.txt test-data/count/trinotate/go_annotations.txt test-data/filtered/Trinity_filtered_exp.fasta test-data/filtered/Trinity_filtered_hi_iso.fasta test-data/filtered/Trinity_filtered_pct_iso.fasta test-data/filtered/counts.matrix test-data/norm/Trinity.fasta 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/raw/map.tsv test-data/reads.left.fq test-data/reads.right.fq test-data/samples.tsv test-data/supertranscripts/trinity_genes.fasta test-data/supertranscripts/trinity_genes.gtf test-data/supertranscripts/trinity_genes.malign
diffstat 122 files changed, 2460 insertions(+), 0 deletions(-) [+]
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line diff
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/README.rst	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,30 @@
+Trinity memory usage
+====================
+
+As described on the official Trinity website
+`FAQ <http://trinityrnaseq.sourceforge.net/trinity_faq.html#ques_comp_resources_required>`_,
+trinity requires a large amount of memory to perform the assembly: "roughly
+~1G of RAM per 1M reads to be assembled"
+
+By default, this tool is configured to limit the memory consumption to 1G.
+You might need to lower this limit if the machine(s) executing the jobs have less memory available.
+If you have a lot of reads to assemble and a machine with enough memory, you can increase it.
+In both cases, you can set the GALAXY_MEMORY_MB environmental variable in the destination section of the job_conf.xml file::
+
+    <?xml version="1.0"?>
+    <!-- A sample job config that explicitly configures job running the way it is configured by default (if there is no explicit config). -->
+    <job_conf>
+        <plugins>
+            <plugin id="local" type="runner" load="galaxy.jobs.runners.local:LocalJobRunner" workers="4"/>
+        </plugins>
+        <handlers>
+            <handler id="main"/>
+        </handlers>
+        <destinations>
+            <destination id="local" runner="local">
+                <env id="GALAXY_MEMORY_MB">1G</env>
+            </destination>
+        </destinations>
+    </job_conf>
+
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/macros.xml	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,39 @@
+<?xml version="1.0"?>
+<macros>
+    <xml name="requirements">
+        <requirements>
+            <requirement type="package" version="2.6.6">trinity</requirement>
+            <yield/>
+        </requirements>
+    </xml>
+
+    <token name="@WRAPPER_VERSION@">2.6.6</token>
+
+    <token name="@COMMAND_PAIRED_STRAND_JACCARD@">
+        #if $pool.inputs.strand.is_strand_specific:
+            --SS_lib_type $pool.inputs.strand.library_type
+        #end if
+
+        $pool.inputs.jaccard_clip
+    </token>
+
+    <xml name="input_paired_strand_jaccard">
+        <conditional name="strand">
+            <param name="is_strand_specific" type="boolean" checked="false" label="Strand specific data"/>
+            <when value="false" />
+            <when value="true">
+                <param name="library_type" argument="--SS_lib_type" type="select" label="Strand-specific library type">
+                    <option value="FR">Forward-Reverse</option>
+                    <option value="RF">Reverse-Forward</option>
+                </param>
+            </when>
+        </conditional>
+        <param name="jaccard_clip" argument="--jaccard_clip" type="boolean" truevalue="--jaccard_clip" falsevalue="" checked="false" label="Jaccard Clip options" help="Set if you expect high gene density with UTR overlap"/>
+    </xml>
+
+    <xml name="citation">
+        <citations>
+            <citation type="doi">10.1038/nbt.1883</citation>
+        </citations>
+    </xml>
+</macros>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/super_transcripts.xml	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,35 @@
+<tool id="trinity_super_transcripts" name="Generate SuperTranscripts" version="@WRAPPER_VERSION@">
+    <description>from a Trinity assembly</description>
+    <macros>
+        <import>macros.xml</import>
+    </macros>
+    <expand macro="requirements"/>
+    <command detect_errors="aggressive"><![CDATA[
+       Trinity_gene_splice_modeler.py --incl_malign --trinity_fasta '$assembly'
+    ]]></command>
+    <inputs>
+        <param format="fasta" name="assembly" type="data" label="Trinity assembly"/>
+    </inputs>
+    <outputs>
+        <data format="fasta" name="seqs" from_work_dir="trinity_genes.fasta" label="${tool.name} on ${on_string}: SuperTranscripts sequences"/>
+        <data format="gtf" name="annotation" from_work_dir="trinity_genes.gtf" label="${tool.name} on ${on_string}: SuperTranscripts strcture annotation"/>
+        <data format="clustal" name="malign" from_work_dir="trinity_genes.malign" label="${tool.name} on ${on_string}: multiple alignment of SuperTranscripts"/>
+    </outputs>
+    <tests>
+        <test>
+            <param name="assembly" value="raw/Trinity.fasta" ftype="fasta"/>
+            <output name="seqs" file="supertranscripts/trinity_genes.fasta" />
+            <output name="annotation" file="supertranscripts/trinity_genes.gtf" />
+            <output name="malign" file="supertranscripts/trinity_genes.malign" />
+        </test>
+    </tests>
+    <help>
+        SuperTranscripts provide a gene-like view of the transcriptional complexity of a gene. SuperTranscripts were originally defined by Nadia Davidson, Anthony Hawkins, and Alicia Oshlack as described in their publication "SuperTranscripts: a data driven reference for analysis and visualisation of transcriptomes" Genome Biology, 2017. SuperTranscripts are useful in the context of genome-free de novo transcriptome assembly in that they provide a genome-like reference for studying aspects of the gene including differential transcript usage (aka. differential exon usage) and as a substrate for mapping reads and identifying allelic polymorphisms.
+
+        A SuperTranscript is constructed by collapsing unique and common sequence regions among splicing isoforms into a single linear sequence.
+
+        .. _Trinity: http://trinityrnaseq.github.io
+    </help>
+
+    <expand macro="citation" />
+</tool>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/Trinity.map	Thu Jun 14 03:12:34 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_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,7 @@
+id	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	3852.97388871986	161.116814813422	2007.04535176664	-4.57259674791206	0.121601866332754	-37.6030145409076	0	0	4466.00	4701.00	4284.00	118.00	134.00	164.00	172.00	162.00	170.00
+TR4761|c0_g1_i1	1645.20640957447	193.196157329029	919.201283451752	-3.08847487551254	0.143642016580712	-21.5011940728159	1.51733402752078e-102	1.66906743027286e-101	2089.00	1746.00	1875.00	155.00	174.00	165.00	394.00	389.00	406.00
+TR2107|c1_g1_i1	48.9228907410258	7.40521775805688	28.1640542495414	-2.6949883047084	0.431525668867458	-6.24525607429428	4.23106352657394e-10	1.55138995974378e-09	59.00	65.00	47.00	6.00	6.00	7.00	3.00	1.00	2.00
+TR2672|c0_g1_i1	18.3155337236093	2.26581902751323	10.2906763755613	-2.88818323474529	0.724350842979802	-3.98727117216294	6.68376171815065e-05	0.000157545811927837	14.00	29.00	22.00	0.00	4.00	2.00	14.00	4.00	7.00
+TR127|c1_g1_i1	13.461799216177	1.21881296083961	7.34030608850831	-3.33218181130749	0.914685635912973	-3.64298036448506	0.000269499403689035	0.000576210779000196	9.00	23.00	16.00	2.00	0.00	1.00	3.00	1.00	1.00
+TR5055|c0_g2_i1	23.3590211688541	5.52768338415684	14.4433522765055	-2.04478780320925	0.562727305023446	-3.63370994255211	0.00027937492315161	0.000576210779000196	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/analyze_diff_expr/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset.GOseq.depleted	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,1 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR	under_represented_FDR
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset.GOseq.enriched	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,1 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_GSNO-UP.subset	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,4 @@
+id	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	26.1866396538608	1340.30918254958	683.247911101723	5.67372481552909	0.187406695960058	30.274931140872	2.45144211418965e-201	4.04487948841292e-200	32.00	28.00	31.00	1001.00	1233.00	1208.00	1486.00	1492.00	1457.00
+TR3091|c0_g1_i1	16.7444693227929	328.569936894811	172.657203108802	4.29039998257063	0.240421038467916	17.8453599980735	3.14072644239509e-71	2.59109931497595e-70	22.00	17.00	19.00	250.00	308.00	284.00	333.00	343.00	316.00
+TR3788|c0_g1_i1	19.5075441237117	134.95369713876	77.2306206312357	2.77038513264018	0.262760026053246	10.5434040871909	5.44900939296595e-26	2.56881871382681e-25	17.00	30.00	22.00	91.00	132.00	125.00	32.00	22.00	27.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_GSNO-UP.subset.GOseq.depleted	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,1 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR	under_represented_FDR
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_GSNO.DESeq2.DE_results.P0.001_C2.wt_GSNO-UP.subset.GOseq.enriched	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,1 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,7 @@
+id	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	4705.34614971641	162.902721493704	2434.12443560506	-4.84860951090545	0.124597307945428	-38.9142397284305	0	0	4466.00	4701.00	4284.00	118.00	134.00	164.00	172.00	162.00	170.00
+TR4761|c0_g1_i1	2012.6141923276	384.620292965437	1198.61724264652	-2.38450946693381	0.143863830576436	-16.5747669680385	1.06073316501088e-61	1.34359534234711e-60	2089.00	1746.00	1875.00	155.00	174.00	165.00	394.00	389.00	406.00
+TR2107|c1_g1_i1	59.5986596731862	1.89840873462066	30.7485342039034	-4.81058600791914	0.641850436461167	-7.49487066557473	6.63637683134955e-14	2.29256654173894e-13	59.00	65.00	47.00	6.00	6.00	7.00	3.00	1.00	2.00
+TR127|c1_g1_i1	16.3791628279609	1.58772512712498	8.98344397754296	-3.19771077466237	0.834376974262452	-3.83245328346816	0.00012687169720824	0.000267840249661839	9.00	23.00	16.00	2.00	0.00	1.00	3.00	1.00	1.00
+TR1894|c2_g1_i1	16.2826445742552	1.67571344127509	8.97917900776516	-3.15659686337855	0.834779400611257	-3.7813545244015	0.00015597736029041	0.000307529893573321	21.00	14.00	11.00	1.00	2.00	5.00	1.00	3.00	1.00
+TR5055|c0_g2_i1	28.6665933385886	6.05959103586122	17.3630921872249	-2.17768048931004	0.577307428800381	-3.77213314894485	0.000161857838722801	0.000307529893573321	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/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset.GOseq.depleted	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,1 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR	under_represented_FDR
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset.GOseq.enriched	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,2 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR	go_term
+GO:0008270	0.0469428206943769	0.996332779511344	3	6	zinc ion binding	MF	0.790651800018629	MF zinc ion binding
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,5 @@
+id	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	32.0461070493257	1436.30905989883	734.177583474076	5.48367743370229	0.196017912869615	27.9753893581648	3.23827538807456e-172	6.15272323734167e-171	32.00	28.00	31.00	1001.00	1233.00	1208.00	1486.00	1492.00	1457.00
+TR3091|c0_g1_i1	20.4914097091341	321.651020117047	171.071214913091	3.96886910507283	0.256323110469072	15.4838519937191	4.45952081812589e-54	4.2365447772196e-53	22.00	17.00	19.00	250.00	308.00	284.00	333.00	343.00	316.00
+TR2779|c0_g1_i1	191.51955185349	1058.15934185376	624.839446853626	2.46616535412611	0.177102083131526	13.9251064161374	4.4587691300744e-44	3.38866453885655e-43	186.00	137.00	217.00	147.00	186.00	197.00	1088.00	1094.00	1086.00
+TR5075|c0_g1_i1	19.3833722195684	136.98672801182	78.1850501156942	2.80049241151413	0.293976352213923	9.52625063350759	1.63066468983638e-21	8.85217974482605e-21	13.00	22.00	21.00	6.00	8.00	10.00	163.00	121.00	142.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset.GOseq.depleted	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,1 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR	under_represented_FDR
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/input.matrix.wt_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset.GOseq.enriched	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,1 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR
--- /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 03:12:34 2018 -0400
@@ -0,0 +1,1 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR
--- /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.wt_GSNO-UP.subset	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,1 @@
+id	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/analyze_diff_expr/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_ph8-UP.subset	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,3 @@
+id	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	195.849684476753	966.924129135581	581.386906806167	2.25621220756415	0.156114979193812	14.4522467940961	2.42639762934434e-47	5.82335431042642e-46	186.00	137.00	217.00	147.00	186.00	197.00	1088.00	1094.00	1086.00
+TR24|c0_g1_i1	39.3724575919554	183.288101009647	111.330279300801	2.11680322693425	0.240338854880295	8.80757806717753	1.27878744153922e-18	7.67272464923531e-18	90.00	67.00	85.00	36.00	35.00	34.00	222.00	196.00	201.00
--- /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.wt_ph8-UP.subset.GOseq.depleted	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,1 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR	under_represented_FDR
--- /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.wt_ph8-UP.subset.GOseq.enriched	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,1 @@
+category	over_represented_pvalue	under_represented_pvalue	numDEInCat	numInCat	term	ontology	over_represented_FDR
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/results.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +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	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
+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
+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
+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
+TR1894|c2_g1_i1	21.00	14.00	11.00	1.00	2.00	5.00	1.00	3.00	1.00
Binary file test-data/count/analyze_diff_expr/results.matrix.RData has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/analyze_diff_expr/results.matrix.log2.centered.dat	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +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
+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
+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
+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
+TR1894|c2_g1_i1	2.11263053903627	1.56008951600749	1.23816142112012	-1.34680107960103	-0.761838578879876	0.238161421120124	-1.34680107960103	-0.346801079601032	-1.34680107960103
Binary file test-data/count/analyze_diff_expr/results.matrix.log2.centered.genes_vs_samples_heatmap.pdf has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/contig_exn50_statistic/ExN50.stats	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,4 @@
+Ex	ExN50	num_transcripts
+33	541	1
+67	541	2
+100	279	7
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/contig_exn50_statistic/Trinity.fasta	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,46 @@
+>TRINITY_DN1_c0_g1_i1 len=380 path=[358:0-379] [-1, 358, -2]
+CCAAGGTAGAAAACATCCCTGCTGACAAGACCTACCTGTGACATACTCACTCTCTTAGGG
+CTTTTAAAGACAAGCCATTAAAATAGATGACCTTTCACAGACTGAAACTTGAATCACTGC
+AAAATGAATCTAGGTTGCTGTCACTTTTTCTTTTGGGTGGCGGGGCTTGATGTAGATTTT
+ATTCTATGTACAGAATTTAATGTTGAATATATTAAAAATAACAAACCTGGCATGGTTTTG
+GGAGGTTAGATTTACTGGAAATGTATTCATACTGTGAACTGTGCTCTGATGGTTAGAATG
+AAAAGCTTATCAAGCATTCCATATAACAGTGGATGTAGAAAATGTTTTCAGGTGGATATG
+TATATGGTACAGATGTAAAG
+>TRINITY_DN0_c0_g1_i1 len=229 path=[207:0-228] [-1, 207, -2]
+AAATATCACAACCACCTGAACAGGAACTTGGGATAAACAGGCAATGATGAGAGCCGATGT
+TTTTCTGTTGGTGTTTACATTGCTCTGCTCTGTGAAAGGATCCTGCAGCAGAGGCTTCCT
+ACCTGAAAAATGTTTCTCTCAATTGTAGTGTGTGAGTTACTGGTAAGACGCTTACACCTA
+TAACTCAAGGTCGGAATAGTCCCTCCAGTCCCTTTAGTAACCCAGTGGC
+>TRINITY_DN2_c0_g1_i1 len=279 path=[257:0-278] [-1, 257, -2]
+TCCAGACCATCGACAACATTGTCTTCTTCCCAGCCACAAGCAAGAAGGAGGATGCAGAGA
+ACTTAGCTGCAGCCCAGAGAGATGCAGTAGACTTCGATGTTCGAGTTGATACTCAAGACC
+AAGGAATGTACCGCTTTTTAACATCACAACAACTGTTCAAGCTACTGGACTGCTTATTAG
+AGTCGCATAGATTTGCAAAAGCATTTAATTCCAACAATGAACAGAGGACTGCTCTGTGGA
+AAGCAGGCTTCAAAGGCAAGTCCAAGCCCAATCTTCTAA
+>TRINITY_DN2_c1_g1_i1 len=541 path=[519:0-540] [-1, 519, -2]
+GTCTGAATTCGCATGTAATGCAGCTTTCCCAGACACAAGTATGGAAGCAATCCGACTTAT
+TCGCCATTGTGCAAAATATGTGTCTGATAGACCGCAGGCTTTCAAGGAGTACACAAGTGA
+TGACATGAGCGTGGCACCTGAAGACAGGGTGTGGGTGAGAGGGTGGTTCCCGATCCTCTT
+TGAGTTGTCTTGTATCATCAATAGATGCAAATTAGATGTAAGAACCAGGGGCTTAACAGT
+AATGTTTGAAATAATGAAAACATATGGCCACACTTATGAAAAACATTGGTGGCAGGACTT
+ATTCAGAATTGTTTTCAGAATCTTTGACAACATGAAATTGCCAGAACAGCAGACAGAGAA
+AGCTGAATGGATGACAACAACTTGTAACCATGTCCTTTATGCAATATGTGATGTATTCAC
+CCAGTATTTAGAAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTG
+GTGTGTACAACAAGACAATGAGCAGTTAGCACGATCTGGTACAAACTGCTTAGAAAACGT
+G
+>TRINITY_DN2_c2_g1_i1 len=240 path=[218:0-239] [-1, 218, -2]
+ACAAGCAGCCTGGCGTGTGGGCTGCGCATTCTCTTCCGGATGTACATGGACGAGAGCAGA
+GTCAGTGCCTGGGAAGAAGTCCAGCAGAGGCTTTTAAACGTCTGCAGGGAAGCGCTGAGC
+TACTTCCTCACTCTAACATCCGAAAGTCACCGGGAAGCCTGGACTAACTTACTGTTACTG
+TTCCTCACTAAAGTTCTGAAGATCAGTGACAGCAGGTTTAAAGCTCACGCATCATTCTAC
+>TRINITY_DN2_c3_g1_i1 len=202 path=[180:0-201] [-1, 180, -2]
+GGTGAAAAGTTTACTCTTGAAATCTGGGATAAAACGTGTAACTGCACCCTGGATATCTTC
+AAAACCACAATTCCTCACGCGCTTCTGACTTGGCGTCCCACCTCTGGCGAGGCCGAACCC
+CCATCTCCATCAGCTGTGAGTGAAAAGCCGTTGGATGCAATATCACAAAAATCTGTAGAC
+ATACATGATTCTATTCAACCAA
+>TRINITY_DN3_c0_g1_i1 len=216 path=[194:0-215] [-1, 194, -2]
+ATTGATTTATTTAATAAGAAACCAAAGAGAGGAATACAATACCTCCAAGAACAAGGGATG
+CTTGGCACCACACCCGAAGATATAGCTCAGTTCTTACATCAAGAAGAAAGATTAGACTCT
+ACTCAGGTGGGTGAGTTCCTGGGAGATAATGATAAATTCAATAAAGAAGTCATGTATGCA
+TATGTAGACCAACATGACTTTTCAGGAAAAGACTTT
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/contig_exn50_statistic/matrix.TMM.EXPR.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A	sample_B
+TRINITY_DN2_c2_g1_i1	525311.050	145165.140
+TRINITY_DN2_c1_g1_i1	145165.140	525311.050
+TRINITY_DN2_c0_g1_i1	0.000	0.000
+TRINITY_DN1_c0_g1_i1	329523.810	329523.810
+TRINITY_DN3_c0_g1_i1	0.000	0.000
+TRINITY_DN2_c3_g1_i1	0.000	0.000
+TRINITY_DN0_c0_g1_i1	0.000	0.000
Binary file test-data/count/define_clusters_by_cutting_tree/my_cluster_plots.pdf has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/define_clusters_by_cutting_tree/subcluster_1_log2_medianCentered_fpkm.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,7 @@
+wt_37_2	wt_37_3	wt_37_1	wt_ph8_3	wt_ph8_1	wt_ph8_2	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2
+TR24|c0_g1_i1	0.106533882165825	-0.313797916782532	0.025003996669227	1.39963914188743	1.22079106142351	1.25695072471892	-1.19180739240392	-1.23133575659056	-1.2719777410879
+TR2779|c0_g1_i1	-0.795433018475884	-1.23380302158535	-0.574143153586594	1.74646076035339	1.75438767612502	1.74380874666379	-1.13287411273457	-0.795433018475884	-0.712970858283911
+TR3091|c0_g1_i1	-2.42438780178849	-2.77802475640319	-2.62602166295814	1.43575453462855	1.4783149968566	1.36038927229391	1.02359379610527	1.32351327005887	1.20686835120661
+TR131|c0_g1_i1	-3.50802026981862	-3.6944333940495	-3.55241438917708	1.98577454287534	1.99158406095747	1.95736061514986	1.41625240401813	1.71671228997234	1.68718414007205
+TR5075|c0_g1_i1	-1.04544737992556	-0.329240345926152	-0.393370683345868	2.50474970263492	2.07793503557972	2.30706903479522	-2.04544737992556	-1.68287730054085	-1.39337068334587
+TR3788|c0_g1_i1	-1.22775484082629	-0.443483531881724	-0.874117886211586	-0.353285722910146	-0.874117886211586	-0.590324920210995	1.12588211378841	1.65760259323259	1.57960008123132
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/define_clusters_by_cutting_tree/subcluster_2_log2_medianCentered_fpkm.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+wt_37_2	wt_37_3	wt_37_1	wt_ph8_3	wt_ph8_1	wt_ph8_2	wt_GSNO_3	wt_GSNO_1	wt_GSNO_2
+TR4277|c0_g1_i1	3.24415794782388	3.31812623217364	3.18414689752048	-1.44630436384266	-1.5322044372483	-1.46308007659348	-1.98611482817144	-1.80411699442855	-1.51461037723356
+TR2672|c0_g1_i1	0.965440325233136	1.96544032523314	1.58211168568163	0.965440325233136	-0.619522175488021	0.0585497296246169	-2.94145027037538	-0.619522175488021	-1.35648776965423
+TR127|c1_g1_i1	1.25755965737847	2.52059406321227	2.02309440374145	-0.0643684375088904	-1.06436843750889	-1.06436843750889	-0.479405936787734	-2.06436843750889	-1.06436843750889
+TR2107|c1_g1_i1	2.49178842221691	2.62929194596684	2.16986032732955	-1.41510217339161	-2.41510217339161	-1.83013967267045	-0.607747251334006	-0.607747251334006	-0.41510217339161
+TR5055|c0_g2_i1	1.90528891290538	0.865760548718745	1.50319046933404	-0.982236357836205	-0.982236357836205	0.280798047997588	-0.982236357836205	-0.304164452723568	-1.30416445272357
+TR4761|c0_g1_i1	2.06406810079911	1.80544476674762	1.90822498634624	-0.339510283104669	-0.357888812419525	-0.296334141902888	-1.67981690730689	-1.51400801433681	-1.59017969482221
+TR1894|c2_g1_i1	2.11263053903627	1.56008951600749	1.23816142112012	-1.34680107960103	-0.346801079601032	-1.34680107960103	-1.34680107960103	-0.761838578879876	0.238161421120124
--- /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	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +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	4.57661492404411	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 03:12:34 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 03:12:34 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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.DESeq2.count_matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,38 @@
+wt_37_1	wt_37_2	wt_37_3	wt_GSNO_1	wt_GSNO_2	wt_GSNO_3
+TR24|c0_g1_i1	85	90	67	35	34	36
+TR2779|c0_g1_i1	217	186	137	186	197	147
+TR127|c1_g1_i1	16	9	23	0	1	2
+TR2107|c1_g1_i1	47	59	65	6	7	6
+TR2011|c5_g1_i1	4	11	4	5	7	8
+TR4163|c0_g1_i1	425	368	422	216	210	172
+TR5055|c0_g2_i1	27	36	17	7	3	4
+TR1449|c0_g1_i1	207	196	230	113	91	66
+TR1982|c2_g1_i1	6	7	7	3	8	4
+TR1492|c0_g1_i2	1921	1895	1906	1263	1319	1104
+TR1122|c0_g1_i1	0	2	3	0	0	3
+TR2278|c0_g1_i1	598	497	610	406	413	333
+TR4084|c0_g1_i1	86	95	148	111	127	77
+TR4761|c0_g1_i1	1875	2089	1746	174	165	155
+TR3638|c0_g1_i1	712	647	676	184	174	117
+TR3854|c0_g1_i1	1864	1878	1734	2173	2151	1775
+TR131|c0_g1_i1	31	32	28	1233	1208	1001
+TR5075|c0_g1_i1	21	13	22	8	10	6
+TR2182|c3_g2_i6	4	1	3	0	0	3
+TR3788|c0_g1_i1	22	17	30	132	125	91
+TR4859|c0_g1_i1	8	6	12	1	3	4
+TR2487|c0_g1_i1	424	386	383	866	806	689
+TR2122|c0_g2_i2	136	145	135	157	201	155
+TR4277|c0_g1_i1	4284	4466	4701	134	164	118
+TR4669|c0_g2_i1	0	0	0	0	218	209
+TR3091|c0_g1_i1	19	22	17	308	284	250
+TR3807|c0_g1_i1	2	6	4	0	1	0
+TR1894|c2_g1_i1	11	21	14	2	5	1
+TR5212|c0_g1_i1	78	64	89	98	108	73
+TR939|c0_g1_i1	99	96	99	89	88	72
+TR1891|c0_g1_i1	124	115	138	139	111	97
+TR2672|c0_g1_i1	22	14	29	4	2	0
+TR2844|c0_g1_i1	178	166	211	214	223	161
+TR1837|c2_g1_i1	0	1	0	1	4	1
+TR1678|c0_g1_i1	1	1	0	0	2	0
+TR3249|c0_g1_i1	1	1	2	1	0	4
+TR1479|c0_g1_i1	141	136	178	324	354	277
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.edgeR.DE_results	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,38 @@
+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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.edgeR.count_matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,38 @@
+wt_37_1	wt_37_2	wt_37_3	wt_GSNO_1	wt_GSNO_2	wt_GSNO_3
+TR24|c0_g1_i1	85	90	67	35	34	36
+TR2779|c0_g1_i1	217	186	137	186	197	147
+TR127|c1_g1_i1	16	9	23	0	1	2
+TR2107|c1_g1_i1	47	59	65	6	7	6
+TR2011|c5_g1_i1	4	11	4	5	7	8
+TR4163|c0_g1_i1	425	368	422	216	210	172
+TR5055|c0_g2_i1	27	36	17	7	3	4
+TR1449|c0_g1_i1	207	196	230	113	91	66
+TR1982|c2_g1_i1	6	7	7	3	8	4
+TR1492|c0_g1_i2	1921	1895	1906	1263	1319	1104
+TR1122|c0_g1_i1	0	2	3	0	0	3
+TR2278|c0_g1_i1	598	497	610	406	413	333
+TR4084|c0_g1_i1	86	95	148	111	127	77
+TR4761|c0_g1_i1	1875	2089	1746	174	165	155
+TR3638|c0_g1_i1	712	647	676	184	174	117
+TR3854|c0_g1_i1	1864	1878	1734	2173	2151	1775
+TR131|c0_g1_i1	31	32	28	1233	1208	1001
+TR5075|c0_g1_i1	21	13	22	8	10	6
+TR2182|c3_g2_i6	4	1	3	0	0	3
+TR3788|c0_g1_i1	22	17	30	132	125	91
+TR4859|c0_g1_i1	8	6	12	1	3	4
+TR2487|c0_g1_i1	424	386	383	866	806	689
+TR2122|c0_g2_i2	136	145	135	157	201	155
+TR4277|c0_g1_i1	4284	4466	4701	134	164	118
+TR4669|c0_g2_i1	0	0	0	0	218	209
+TR3091|c0_g1_i1	19	22	17	308	284	250
+TR3807|c0_g1_i1	2	6	4	0	1	0
+TR1894|c2_g1_i1	11	21	14	2	5	1
+TR5212|c0_g1_i1	78	64	89	98	108	73
+TR939|c0_g1_i1	99	96	99	89	88	72
+TR1891|c0_g1_i1	124	115	138	139	111	97
+TR2672|c0_g1_i1	22	14	29	4	2	0
+TR2844|c0_g1_i1	178	166	211	214	223	161
+TR1837|c2_g1_i1	0	1	0	1	4	1
+TR1678|c0_g1_i1	1	1	0	0	2	0
+TR3249|c0_g1_i1	1	1	2	1	0	4
+TR1479|c0_g1_i1	141	136	178	324	354	277
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.voom.DE_results	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,38 @@
+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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_GSNO.voom.count_matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,38 @@
+wt_37_1	wt_37_2	wt_37_3	wt_GSNO_1	wt_GSNO_2	wt_GSNO_3
+TR24|c0_g1_i1	85	90	67	35	34	36
+TR2779|c0_g1_i1	217	186	137	186	197	147
+TR127|c1_g1_i1	16	9	23	0	1	2
+TR2107|c1_g1_i1	47	59	65	6	7	6
+TR2011|c5_g1_i1	4	11	4	5	7	8
+TR4163|c0_g1_i1	425	368	422	216	210	172
+TR5055|c0_g2_i1	27	36	17	7	3	4
+TR1449|c0_g1_i1	207	196	230	113	91	66
+TR1982|c2_g1_i1	6	7	7	3	8	4
+TR1492|c0_g1_i2	1921	1895	1906	1263	1319	1104
+TR1122|c0_g1_i1	0	2	3	0	0	3
+TR2278|c0_g1_i1	598	497	610	406	413	333
+TR4084|c0_g1_i1	86	95	148	111	127	77
+TR4761|c0_g1_i1	1875	2089	1746	174	165	155
+TR3638|c0_g1_i1	712	647	676	184	174	117
+TR3854|c0_g1_i1	1864	1878	1734	2173	2151	1775
+TR131|c0_g1_i1	31	32	28	1233	1208	1001
+TR5075|c0_g1_i1	21	13	22	8	10	6
+TR2182|c3_g2_i6	4	1	3	0	0	3
+TR3788|c0_g1_i1	22	17	30	132	125	91
+TR4859|c0_g1_i1	8	6	12	1	3	4
+TR2487|c0_g1_i1	424	386	383	866	806	689
+TR2122|c0_g2_i2	136	145	135	157	201	155
+TR4277|c0_g1_i1	4284	4466	4701	134	164	118
+TR4669|c0_g2_i1	0	0	0	0	218	209
+TR3091|c0_g1_i1	19	22	17	308	284	250
+TR3807|c0_g1_i1	2	6	4	0	1	0
+TR1894|c2_g1_i1	11	21	14	2	5	1
+TR5212|c0_g1_i1	78	64	89	98	108	73
+TR939|c0_g1_i1	99	96	99	89	88	72
+TR1891|c0_g1_i1	124	115	138	139	111	97
+TR2672|c0_g1_i1	22	14	29	4	2	0
+TR2844|c0_g1_i1	178	166	211	214	223	161
+TR1837|c2_g1_i1	0	1	0	1	4	1
+TR1678|c0_g1_i1	1	1	0	0	2	0
+TR3249|c0_g1_i1	1	1	2	1	0	4
+TR1479|c0_g1_i1	141	136	178	324	354	277
--- /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	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +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	4.85332629705957	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
Binary file test-data/count/exp_diff/input.matrix.wt_37_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_37_vs_wt_ph8.DESeq2.DE_results.P0.001_C2.wt_37-UP.subset	Thu Jun 14 03:12:34 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 03:12:34 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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.DESeq2.count_matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,39 @@
+wt_37_1	wt_37_2	wt_37_3	wt_ph8_1	wt_ph8_2	wt_ph8_3
+TR24|c0_g1_i1	85	90	67	196	201	222
+TR2779|c0_g1_i1	217	186	137	1094	1086	1088
+TR127|c1_g1_i1	16	9	23	1	1	3
+TR2107|c1_g1_i1	47	59	65	1	2	3
+TR2011|c5_g1_i1	4	11	4	4	8	3
+TR4163|c0_g1_i1	425	368	422	254	212	234
+TR5055|c0_g2_i1	27	36	17	4	11	4
+TR1449|c0_g1_i1	207	196	230	130	107	124
+TR1982|c2_g1_i1	6	7	7	9	11	16
+TR1859|c3_g1_i1	1	0	0	2	4	1
+TR1492|c0_g1_i2	1921	1895	1906	929	922	899
+TR1122|c0_g1_i1	0	2	3	1	0	1
+TR2278|c0_g1_i1	598	497	610	409	337	323
+TR4084|c0_g1_i1	86	95	148	201	158	175
+TR4761|c0_g1_i1	1875	2089	1746	389	406	394
+TR3638|c0_g1_i1	712	647	676	344	338	324
+TR2090|c0_g1_i1	0	0	0	0	9	10
+TR3854|c0_g1_i1	1864	1878	1734	2142	2155	2216
+TR131|c0_g1_i1	31	32	28	1492	1457	1486
+TR5075|c0_g1_i1	21	13	22	121	142	163
+TR2182|c3_g2_i6	4	1	3	2	3	1
+TR3788|c0_g1_i1	22	17	30	22	27	32
+TR4859|c0_g1_i1	8	6	12	1	2	1
+TR2487|c0_g1_i1	424	386	383	989	1032	963
+TR2122|c0_g2_i2	136	145	135	398	344	369
+TR4277|c0_g1_i1	4284	4466	4701	162	170	172
+TR3091|c0_g1_i1	19	22	17	343	316	333
+TR3807|c0_g1_i1	2	6	4	1	0	0
+TR1894|c2_g1_i1	11	21	14	3	1	1
+TR5212|c0_g1_i1	78	64	89	105	84	103
+TR939|c0_g1_i1	99	96	99	103	108	107
+TR1891|c0_g1_i1	124	115	138	411	384	365
+TR2672|c0_g1_i1	22	14	29	4	7	14
+TR2844|c0_g1_i1	178	166	211	245	213	199
+TR1837|c2_g1_i1	0	1	0	3	2	0
+TR1678|c0_g1_i1	1	1	0	10	6	8
+TR3249|c0_g1_i1	1	1	2	1	7	6
+TR1479|c0_g1_i1	141	136	178	363	302	367
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.edgeR.DE_results	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,39 @@
+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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.edgeR.count_matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,39 @@
+wt_37_1	wt_37_2	wt_37_3	wt_ph8_1	wt_ph8_2	wt_ph8_3
+TR24|c0_g1_i1	85	90	67	196	201	222
+TR2779|c0_g1_i1	217	186	137	1094	1086	1088
+TR127|c1_g1_i1	16	9	23	1	1	3
+TR2107|c1_g1_i1	47	59	65	1	2	3
+TR2011|c5_g1_i1	4	11	4	4	8	3
+TR4163|c0_g1_i1	425	368	422	254	212	234
+TR5055|c0_g2_i1	27	36	17	4	11	4
+TR1449|c0_g1_i1	207	196	230	130	107	124
+TR1982|c2_g1_i1	6	7	7	9	11	16
+TR1859|c3_g1_i1	1	0	0	2	4	1
+TR1492|c0_g1_i2	1921	1895	1906	929	922	899
+TR1122|c0_g1_i1	0	2	3	1	0	1
+TR2278|c0_g1_i1	598	497	610	409	337	323
+TR4084|c0_g1_i1	86	95	148	201	158	175
+TR4761|c0_g1_i1	1875	2089	1746	389	406	394
+TR3638|c0_g1_i1	712	647	676	344	338	324
+TR2090|c0_g1_i1	0	0	0	0	9	10
+TR3854|c0_g1_i1	1864	1878	1734	2142	2155	2216
+TR131|c0_g1_i1	31	32	28	1492	1457	1486
+TR5075|c0_g1_i1	21	13	22	121	142	163
+TR2182|c3_g2_i6	4	1	3	2	3	1
+TR3788|c0_g1_i1	22	17	30	22	27	32
+TR4859|c0_g1_i1	8	6	12	1	2	1
+TR2487|c0_g1_i1	424	386	383	989	1032	963
+TR2122|c0_g2_i2	136	145	135	398	344	369
+TR4277|c0_g1_i1	4284	4466	4701	162	170	172
+TR3091|c0_g1_i1	19	22	17	343	316	333
+TR3807|c0_g1_i1	2	6	4	1	0	0
+TR1894|c2_g1_i1	11	21	14	3	1	1
+TR5212|c0_g1_i1	78	64	89	105	84	103
+TR939|c0_g1_i1	99	96	99	103	108	107
+TR1891|c0_g1_i1	124	115	138	411	384	365
+TR2672|c0_g1_i1	22	14	29	4	7	14
+TR2844|c0_g1_i1	178	166	211	245	213	199
+TR1837|c2_g1_i1	0	1	0	3	2	0
+TR1678|c0_g1_i1	1	1	0	10	6	8
+TR3249|c0_g1_i1	1	1	2	1	7	6
+TR1479|c0_g1_i1	141	136	178	363	302	367
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.voom.DE_results	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,39 @@
+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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_37_vs_wt_ph8.voom.count_matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,39 @@
+wt_37_1	wt_37_2	wt_37_3	wt_ph8_1	wt_ph8_2	wt_ph8_3
+TR24|c0_g1_i1	85	90	67	196	201	222
+TR2779|c0_g1_i1	217	186	137	1094	1086	1088
+TR127|c1_g1_i1	16	9	23	1	1	3
+TR2107|c1_g1_i1	47	59	65	1	2	3
+TR2011|c5_g1_i1	4	11	4	4	8	3
+TR4163|c0_g1_i1	425	368	422	254	212	234
+TR5055|c0_g2_i1	27	36	17	4	11	4
+TR1449|c0_g1_i1	207	196	230	130	107	124
+TR1982|c2_g1_i1	6	7	7	9	11	16
+TR1859|c3_g1_i1	1	0	0	2	4	1
+TR1492|c0_g1_i2	1921	1895	1906	929	922	899
+TR1122|c0_g1_i1	0	2	3	1	0	1
+TR2278|c0_g1_i1	598	497	610	409	337	323
+TR4084|c0_g1_i1	86	95	148	201	158	175
+TR4761|c0_g1_i1	1875	2089	1746	389	406	394
+TR3638|c0_g1_i1	712	647	676	344	338	324
+TR2090|c0_g1_i1	0	0	0	0	9	10
+TR3854|c0_g1_i1	1864	1878	1734	2142	2155	2216
+TR131|c0_g1_i1	31	32	28	1492	1457	1486
+TR5075|c0_g1_i1	21	13	22	121	142	163
+TR2182|c3_g2_i6	4	1	3	2	3	1
+TR3788|c0_g1_i1	22	17	30	22	27	32
+TR4859|c0_g1_i1	8	6	12	1	2	1
+TR2487|c0_g1_i1	424	386	383	989	1032	963
+TR2122|c0_g2_i2	136	145	135	398	344	369
+TR4277|c0_g1_i1	4284	4466	4701	162	170	172
+TR3091|c0_g1_i1	19	22	17	343	316	333
+TR3807|c0_g1_i1	2	6	4	1	0	0
+TR1894|c2_g1_i1	11	21	14	3	1	1
+TR5212|c0_g1_i1	78	64	89	105	84	103
+TR939|c0_g1_i1	99	96	99	103	108	107
+TR1891|c0_g1_i1	124	115	138	411	384	365
+TR2672|c0_g1_i1	22	14	29	4	7	14
+TR2844|c0_g1_i1	178	166	211	245	213	199
+TR1837|c2_g1_i1	0	1	0	3	2	0
+TR1678|c0_g1_i1	1	1	0	10	6	8
+TR3249|c0_g1_i1	1	1	2	1	7	6
+TR1479|c0_g1_i1	141	136	178	363	302	367
--- /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	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +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	-2.30255444666643	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 03:12:34 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 03:12:34 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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.DESeq2.count_matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,40 @@
+wt_GSNO_1	wt_GSNO_2	wt_GSNO_3	wt_ph8_1	wt_ph8_2	wt_ph8_3
+TR24|c0_g1_i1	35	34	36	196	201	222
+TR2779|c0_g1_i1	186	197	147	1094	1086	1088
+TR127|c1_g1_i1	0	1	2	1	1	3
+TR2107|c1_g1_i1	6	7	6	1	2	3
+TR2011|c5_g1_i1	5	7	8	4	8	3
+TR4163|c0_g1_i1	216	210	172	254	212	234
+TR5055|c0_g2_i1	7	3	4	4	11	4
+TR1449|c0_g1_i1	113	91	66	130	107	124
+TR1982|c2_g1_i1	3	8	4	9	11	16
+TR1859|c3_g1_i1	0	0	0	2	4	1
+TR1492|c0_g1_i2	1263	1319	1104	929	922	899
+TR1122|c0_g1_i1	0	0	3	1	0	1
+TR2278|c0_g1_i1	406	413	333	409	337	323
+TR4084|c0_g1_i1	111	127	77	201	158	175
+TR4761|c0_g1_i1	174	165	155	389	406	394
+TR3638|c0_g1_i1	184	174	117	344	338	324
+TR2090|c0_g1_i1	0	0	22	0	9	10
+TR3854|c0_g1_i1	2173	2151	1775	2142	2155	2216
+TR131|c0_g1_i1	1233	1208	1001	1492	1457	1486
+TR5075|c0_g1_i1	8	10	6	121	142	163
+TR2182|c3_g2_i6	0	0	3	2	3	1
+TR3788|c0_g1_i1	132	125	91	22	27	32
+TR4859|c0_g1_i1	1	3	4	1	2	1
+TR2487|c0_g1_i1	866	806	689	989	1032	963
+TR2122|c0_g2_i2	157	201	155	398	344	369
+TR4277|c0_g1_i1	134	164	118	162	170	172
+TR4669|c0_g2_i1	0	218	209	0	0	0
+TR3091|c0_g1_i1	308	284	250	343	316	333
+TR3807|c0_g1_i1	0	1	0	1	0	0
+TR1894|c2_g1_i1	2	5	1	3	1	1
+TR5212|c0_g1_i1	98	108	73	105	84	103
+TR939|c0_g1_i1	89	88	72	103	108	107
+TR1891|c0_g1_i1	139	111	97	411	384	365
+TR2672|c0_g1_i1	4	2	0	4	7	14
+TR2844|c0_g1_i1	214	223	161	245	213	199
+TR1837|c2_g1_i1	1	4	1	3	2	0
+TR1678|c0_g1_i1	0	2	0	10	6	8
+TR3249|c0_g1_i1	1	0	4	1	7	6
+TR1479|c0_g1_i1	324	354	277	363	302	367
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.edgeR.DE_results	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,40 @@
+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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.edgeR.count_matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,40 @@
+wt_GSNO_1	wt_GSNO_2	wt_GSNO_3	wt_ph8_1	wt_ph8_2	wt_ph8_3
+TR24|c0_g1_i1	35	34	36	196	201	222
+TR2779|c0_g1_i1	186	197	147	1094	1086	1088
+TR127|c1_g1_i1	0	1	2	1	1	3
+TR2107|c1_g1_i1	6	7	6	1	2	3
+TR2011|c5_g1_i1	5	7	8	4	8	3
+TR4163|c0_g1_i1	216	210	172	254	212	234
+TR5055|c0_g2_i1	7	3	4	4	11	4
+TR1449|c0_g1_i1	113	91	66	130	107	124
+TR1982|c2_g1_i1	3	8	4	9	11	16
+TR1859|c3_g1_i1	0	0	0	2	4	1
+TR1492|c0_g1_i2	1263	1319	1104	929	922	899
+TR1122|c0_g1_i1	0	0	3	1	0	1
+TR2278|c0_g1_i1	406	413	333	409	337	323
+TR4084|c0_g1_i1	111	127	77	201	158	175
+TR4761|c0_g1_i1	174	165	155	389	406	394
+TR3638|c0_g1_i1	184	174	117	344	338	324
+TR2090|c0_g1_i1	0	0	22	0	9	10
+TR3854|c0_g1_i1	2173	2151	1775	2142	2155	2216
+TR131|c0_g1_i1	1233	1208	1001	1492	1457	1486
+TR5075|c0_g1_i1	8	10	6	121	142	163
+TR2182|c3_g2_i6	0	0	3	2	3	1
+TR3788|c0_g1_i1	132	125	91	22	27	32
+TR4859|c0_g1_i1	1	3	4	1	2	1
+TR2487|c0_g1_i1	866	806	689	989	1032	963
+TR2122|c0_g2_i2	157	201	155	398	344	369
+TR4277|c0_g1_i1	134	164	118	162	170	172
+TR4669|c0_g2_i1	0	218	209	0	0	0
+TR3091|c0_g1_i1	308	284	250	343	316	333
+TR3807|c0_g1_i1	0	1	0	1	0	0
+TR1894|c2_g1_i1	2	5	1	3	1	1
+TR5212|c0_g1_i1	98	108	73	105	84	103
+TR939|c0_g1_i1	89	88	72	103	108	107
+TR1891|c0_g1_i1	139	111	97	411	384	365
+TR2672|c0_g1_i1	4	2	0	4	7	14
+TR2844|c0_g1_i1	214	223	161	245	213	199
+TR1837|c2_g1_i1	1	4	1	3	2	0
+TR1678|c0_g1_i1	0	2	0	10	6	8
+TR3249|c0_g1_i1	1	0	4	1	7	6
+TR1479|c0_g1_i1	324	354	277	363	302	367
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.voom.DE_results	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,40 @@
+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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/exp_diff/input.matrix.wt_GSNO_vs_wt_ph8.voom.count_matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,40 @@
+wt_GSNO_1	wt_GSNO_2	wt_GSNO_3	wt_ph8_1	wt_ph8_2	wt_ph8_3
+TR24|c0_g1_i1	35	34	36	196	201	222
+TR2779|c0_g1_i1	186	197	147	1094	1086	1088
+TR127|c1_g1_i1	0	1	2	1	1	3
+TR2107|c1_g1_i1	6	7	6	1	2	3
+TR2011|c5_g1_i1	5	7	8	4	8	3
+TR4163|c0_g1_i1	216	210	172	254	212	234
+TR5055|c0_g2_i1	7	3	4	4	11	4
+TR1449|c0_g1_i1	113	91	66	130	107	124
+TR1982|c2_g1_i1	3	8	4	9	11	16
+TR1859|c3_g1_i1	0	0	0	2	4	1
+TR1492|c0_g1_i2	1263	1319	1104	929	922	899
+TR1122|c0_g1_i1	0	0	3	1	0	1
+TR2278|c0_g1_i1	406	413	333	409	337	323
+TR4084|c0_g1_i1	111	127	77	201	158	175
+TR4761|c0_g1_i1	174	165	155	389	406	394
+TR3638|c0_g1_i1	184	174	117	344	338	324
+TR2090|c0_g1_i1	0	0	22	0	9	10
+TR3854|c0_g1_i1	2173	2151	1775	2142	2155	2216
+TR131|c0_g1_i1	1233	1208	1001	1492	1457	1486
+TR5075|c0_g1_i1	8	10	6	121	142	163
+TR2182|c3_g2_i6	0	0	3	2	3	1
+TR3788|c0_g1_i1	132	125	91	22	27	32
+TR4859|c0_g1_i1	1	3	4	1	2	1
+TR2487|c0_g1_i1	866	806	689	989	1032	963
+TR2122|c0_g2_i2	157	201	155	398	344	369
+TR4277|c0_g1_i1	134	164	118	162	170	172
+TR4669|c0_g2_i1	0	218	209	0	0	0
+TR3091|c0_g1_i1	308	284	250	343	316	333
+TR3807|c0_g1_i1	0	1	0	1	0	0
+TR1894|c2_g1_i1	2	5	1	3	1	1
+TR5212|c0_g1_i1	98	108	73	105	84	103
+TR939|c0_g1_i1	89	88	72	103	108	107
+TR1891|c0_g1_i1	139	111	97	411	384	365
+TR2672|c0_g1_i1	4	2	0	4	7	14
+TR2844|c0_g1_i1	214	223	161	245	213	199
+TR1837|c2_g1_i1	1	4	1	3	2	0
+TR1678|c0_g1_i1	0	2	0	10	6	8
+TR3249|c0_g1_i1	1	0	4	1	7	6
+TR1479|c0_g1_i1	324	354	277	363	302	367
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/express_bowtie/results.xprs	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+bundle_id	target_id	length	eff_length	tot_counts	uniq_counts	est_counts	eff_counts	ambig_distr_alpha	ambig_distr_beta	fpkm	fpkm_conf_low	fpkm_conf_high	solvable	tpm
+1	TRINITY_DN2_c3_g1_i1	202	0.000000	0	0	0.000000	0.000000	0.000000e00	0.000000e00	0.000000e00	0.000000e00	0.000000e00	F	0.000000e+00
+2	TRINITY_DN1_c0_g1_i1	380	109.247050	5	5	5.000000	17.391774	0.000000e00	0.000000e00	4.160711e06	4.160711e06	4.160711e06	T	6.610131e+05
+3	TRINITY_DN2_c0_g1_i1	279	0.000000	0	0	0.000000	0.000000	0.000000e00	0.000000e00	0.000000e00	0.000000e00	0.000000e00	F	0.000000e+00
+4	TRINITY_DN0_c0_g1_i1	229	0.000000	0	0	0.000000	0.000000	0.000000e00	0.000000e00	0.000000e00	0.000000e00	0.000000e00	F	0.000000e+00
+5	TRINITY_DN2_c1_g1_i1	541	259.008053	5	5	5.000000	10.443691	0.000000e00	0.000000e00	1.754947e06	1.754947e06	1.754947e06	T	2.788088e+05
+6	TRINITY_DN2_c2_g1_i1	240	240.000000	1	1	1.000000	1.000000	0.000000e00	0.000000e00	3.787879e05	3.787879e05	3.787879e05	T	6.017811e+04
+7	TRINITY_DN3_c0_g1_i1	216	0.000000	0	0	0.000000	0.000000	0.000000e00	0.000000e00	0.000000e00	0.000000e00	0.000000e00	F	0.000000e+00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/express_bowtie/results_B.xprs	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+bundle_id	target_id	length	eff_length	tot_counts	uniq_counts	est_counts	eff_counts	ambig_distr_alpha	ambig_distr_beta	fpkm	fpkm_conf_low	fpkm_conf_high	solvable	tpm
+1	TRINITY_DN0_c0_g1_i1	380	109.247050	5	5	5.000000	17.391774	0.000000e+00	0.000000e+00	4.160711e+06	4.160711e+06	4.160711e+06	T	6.610131e+05
+2	TRINITY_DN2_c0_g1_i1	279	0.000000	0	0	0.000000	0.000000	0.000000e+00	0.000000e+00	0.000000e+00	0.000000e+00	0.000000e+00	F	0.000000e+00
+3	TRINITY_DN2_c1_g1_i1	240	240.000000	1	1	1.000000	1.000000	0.000000e+00	0.000000e+00	3.787879e+05	3.787879e+05	3.787879e+05	T	6.017811e+04
+4	TRINITY_DN1_c0_g1_i1	229	0.000000	0	0	0.000000	0.000000	0.000000e+00	0.000000e+00	0.000000e+00	0.000000e+00	0.000000e+00	F	0.000000e+00
+5	TRINITY_DN3_c0_g1_i1	216	0.000000	0	0	0.000000	0.000000	0.000000e+00	0.000000e+00	0.000000e+00	0.000000e+00	0.000000e+00	F	0.000000e+00
+6	TRINITY_DN2_c3_g1_i1	202	0.000000	0	0	0.000000	0.000000	0.000000e+00	0.000000e+00	0.000000e+00	0.000000e+00	0.000000e+00	F	0.000000e+00
+7	TRINITY_DN2_c2_g1_i1	541	259.008053	5	5	5.000000	10.443691	0.000000e+00	0.000000e+00	1.754947e+06	1.754947e+06	1.754947e+06	T	2.788088e+05
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/express_bowtie/sample_A	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+bundle_id	target_id	length	eff_length	tot_counts	uniq_counts	est_counts	eff_counts	ambig_distr_alpha	ambig_distr_beta	fpkm	fpkm_conf_low	fpkm_conf_high	solvable	tpm
+NA	TRINITY_DN3_c0_g1	216.00	1.00	NA	NA	NA	0.00	NA	NA	0.00	NA	NA	NA	0
+NA	TRINITY_DN2_c2_g1	240.00	240.00	NA	NA	NA	1.00	NA	NA	378787.90	NA	NA	NA	60178.11
+NA	TRINITY_DN2_c3_g1	202.00	1.00	NA	NA	NA	0.00	NA	NA	0.00	NA	NA	NA	0
+NA	TRINITY_DN0_c0_g1	229.00	1.00	NA	NA	NA	0.00	NA	NA	0.00	NA	NA	NA	0
+NA	TRINITY_DN2_c0_g1	279.00	1.00	NA	NA	NA	0.00	NA	NA	0.00	NA	NA	NA	0
+NA	TRINITY_DN1_c0_g1	380.00	109.25	NA	NA	NA	17.39	NA	NA	4160711.00	NA	NA	NA	661013.1
+NA	TRINITY_DN2_c1_g1	541.00	259.01	NA	NA	NA	10.44	NA	NA	1754947.00	NA	NA	NA	278808.8
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/express_bowtie/sample_B	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+bundle_id	target_id	length	eff_length	tot_counts	uniq_counts	est_counts	eff_counts	ambig_distr_alpha	ambig_distr_beta	fpkm	fpkm_conf_low	fpkm_conf_high	solvable	tpm
+NA	TRINITY_DN3_c0_g1	216.00	1.00	NA	NA	NA	0.00	NA	NA	0.00	NA	NA	NA	0
+NA	TRINITY_DN2_c1_g1	240.00	240.00	NA	NA	NA	1.00	NA	NA	378787.90	NA	NA	NA	60178.11
+NA	TRINITY_DN2_c3_g1	202.00	1.00	NA	NA	NA	0.00	NA	NA	0.00	NA	NA	NA	0
+NA	TRINITY_DN0_c0_g1	380.00	109.25	NA	NA	NA	17.39	NA	NA	4160711.00	NA	NA	NA	661013.1
+NA	TRINITY_DN1_c0_g1	229.00	1.00	NA	NA	NA	0.00	NA	NA	0.00	NA	NA	NA	0
+NA	TRINITY_DN2_c0_g1	279.00	1.00	NA	NA	NA	0.00	NA	NA	0.00	NA	NA	NA	0
+NA	TRINITY_DN2_c2_g1	541.00	259.01	NA	NA	NA	10.44	NA	NA	1754947.00	NA	NA	NA	278808.8
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/kallisto/abundance.tsv	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+target_id	length	eff_length	est_counts	tpm
+TRINITY_DN1_c0_g1_i1	380	133.091	13	114025
+TRINITY_DN0_c0_g1_i1	229	31.75	7	257370
+TRINITY_DN2_c0_g1_i1	279	55.7143	1	20952.6
+TRINITY_DN2_c1_g1_i1	541	279.667	15	62611.6
+TRINITY_DN2_c2_g1_i1	240	42.75	4	109227
+TRINITY_DN2_c3_g1_i1	202	19	0	0
+TRINITY_DN3_c0_g1_i1	216	18.75	7	435814
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/kallisto/abundance.tsv.genes	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+target_id	length	eff_length	est_counts	tpm
+TRINITY_DN3_c0_g1	216.00	18.75	7.00	435814.00
+TRINITY_DN2_c2_g1	240.00	42.75	4.00	109227.00
+TRINITY_DN2_c3_g1	202.00	19.00	0.00	0.00
+TRINITY_DN0_c0_g1	229.00	31.75	7.00	257370.00
+TRINITY_DN2_c0_g1	279.00	55.71	1.00	20952.60
+TRINITY_DN1_c0_g1	380.00	133.09	13.00	114025.00
+TRINITY_DN2_c1_g1	541.00	279.67	15.00	62611.60
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/kallisto/abundance_B.tsv	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+target_id	length	eff_length	est_counts	tpm
+TRINITY_DN1_c0_g1_i1	229	31.75	7	257370
+TRINITY_DN0_c0_g1_i1	380	133.091	13	114025
+TRINITY_DN2_c0_g1_i1	279	55.7143	1	20952.6
+TRINITY_DN2_c2_g1_i1	541	279.667	15	62611.6
+TRINITY_DN2_c1_g1_i1	240	42.75	4	109227
+TRINITY_DN2_c3_g1_i1	202	19	0	0
+TRINITY_DN3_c0_g1_i1	216	18.75	7	435814
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/kallisto/abundance_B.tsv.genes	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+target_id	length	eff_length	est_counts	tpm
+TRINITY_DN3_c0_g1	216.00	18.75	7.00	435814.00
+TRINITY_DN2_c1_g1	240.00	42.75	4.00	109227.00
+TRINITY_DN2_c3_g1	202.00	19.00	0.00	0.00
+TRINITY_DN0_c0_g1	380.00	133.09	13.00	114025.00
+TRINITY_DN2_c0_g1	279.00	55.71	1.00	20952.60
+TRINITY_DN1_c0_g1	229.00	31.75	7.00	257370.00
+TRINITY_DN2_c2_g1	541.00	279.67	15.00	62611.60
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_express_bowtie/matrix.TMM.EXPR.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN2_c1_g1_i1	278808.8	60178.11
+TRINITY_DN1_c0_g1_i1	0	0
+TRINITY_DN2_c2_g1_i1	60178.11	278808.8
+TRINITY_DN2_c0_g1_i1	0	0
+TRINITY_DN3_c0_g1_i1	0	0
+TRINITY_DN2_c3_g1_i1	0	0
+TRINITY_DN0_c0_g1_i1	661013.1	661013.1
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_express_bowtie/matrix.TPM.not_cross_norm	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN2_c1_g1_i1	278808.8	60178.11
+TRINITY_DN1_c0_g1_i1	0	0
+TRINITY_DN2_c2_g1_i1	60178.11	278808.8
+TRINITY_DN2_c0_g1_i1	0	0
+TRINITY_DN3_c0_g1_i1	0	0
+TRINITY_DN2_c3_g1_i1	0	0
+TRINITY_DN0_c0_g1_i1	661013.1	661013.1
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_express_bowtie/matrix.counts.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN2_c1_g1_i1	10.443691	1.000000
+TRINITY_DN1_c0_g1_i1	0.000000	0.000000
+TRINITY_DN2_c2_g1_i1	1.000000	10.443691
+TRINITY_DN2_c0_g1_i1	0.000000	0.000000
+TRINITY_DN3_c0_g1_i1	0.000000	0.000000
+TRINITY_DN2_c3_g1_i1	0.000000	0.000000
+TRINITY_DN0_c0_g1_i1	17.391774	17.391774
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie/matrix.TMM.EXPR.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN3_c0_g1	0	0
+TRINITY_DN4_c0_g1	0	0
+TRINITY_DN0_c0_g1	331152.79	331152.79
+TRINITY_DN2_c0_g1	0	0
+TRINITY_DN3_c2_g1	524034.76	144812.45
+TRINITY_DN3_c1_g1	144812.45	524034.76
+TRINITY_DN3_c3_g1	0	0
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie/matrix.TPM.not_cross_norm	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN3_c0_g1	0	0
+TRINITY_DN4_c0_g1	0	0
+TRINITY_DN0_c0_g1	331152.79	331152.79
+TRINITY_DN2_c0_g1	0	0
+TRINITY_DN3_c2_g1	524034.76	144812.45
+TRINITY_DN3_c1_g1	144812.45	524034.76
+TRINITY_DN3_c3_g1	0	0
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie/matrix.counts.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN3_c0_g1	0.00	0.00
+TRINITY_DN4_c0_g1	0.00	0.00
+TRINITY_DN0_c0_g1	5.00	5.00
+TRINITY_DN2_c0_g1	0.00	0.00
+TRINITY_DN3_c2_g1	1.00	5.00
+TRINITY_DN3_c1_g1	5.00	1.00
+TRINITY_DN3_c3_g1	0.00	0.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie2/matrix.TMM.EXPR.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN3_c0_g1	0	0
+TRINITY_DN2_c2_g1	529174.03	161779.66
+TRINITY_DN2_c3_g1	0	0
+TRINITY_DN0_c0_g1	309046.31	309046.31
+TRINITY_DN2_c0_g1	0	0
+TRINITY_DN1_c0_g1	0	0
+TRINITY_DN2_c1_g1	161779.66	529174.03
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie2/matrix.TPM.not_cross_norm	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN3_c0_g1	0	0
+TRINITY_DN2_c2_g1	529174.03	161779.66
+TRINITY_DN2_c3_g1	0	0
+TRINITY_DN0_c0_g1	309046.31	309046.31
+TRINITY_DN2_c0_g1	0	0
+TRINITY_DN1_c0_g1	0	0
+TRINITY_DN2_c1_g1	161779.66	529174.03
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie2/matrix.counts.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN3_c0_g1	0.00	0.00
+TRINITY_DN2_c2_g1	1.00	6.00
+TRINITY_DN2_c3_g1	0.00	0.00
+TRINITY_DN0_c0_g1	5.00	5.00
+TRINITY_DN2_c0_g1	0.00	0.00
+TRINITY_DN1_c0_g1	0.00	0.00
+TRINITY_DN2_c1_g1	6.00	1.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie_UpperQuartile/matrix.TPM.not_cross_norm	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN3_c0_g1	0	0
+TRINITY_DN4_c0_g1	0	0
+TRINITY_DN0_c0_g1	331152.79	331152.79
+TRINITY_DN2_c0_g1	0	0
+TRINITY_DN3_c2_g1	524034.76	144812.45
+TRINITY_DN3_c1_g1	144812.45	524034.76
+TRINITY_DN3_c3_g1	0	0
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie_UpperQuartile/matrix.TPM.not_cross_norm.upper_quartile_norm.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+RSEM	RSEM.isoforms_B.results
+TRINITY_DN3_c2_g1_i1	524034.76	144812.45
+TRINITY_DN4_c0_g1_i1	0	0
+TRINITY_DN3_c3_g1_i1	0	0
+TRINITY_DN3_c1_g1_i1	144812.45	524034.76
+TRINITY_DN2_c0_g1_i1	0	0
+TRINITY_DN3_c0_g1_i1	0	0
+TRINITY_DN0_c0_g1_i1	331152.79	331152.79
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie_UpperQuartile/matrix.UpperQuartile.EXPR.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+sample_A	sample_B
+TRINITY_DN2_c0_g1	0	0
+TRINITY_DN1_c0_g1	329523.81	329523.81
+TRINITY_DN0_c0_g1	0	0
+TRINITY_DN2_c1_g1	145165.14	525311.05
+TRINITY_DN3_c0_g1	0	0
+TRINITY_DN2_c2_g1	525311.05	145165.14
+TRINITY_DN2_c3_g1	0	0
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie_UpperQuartile/matrix.counts.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN3_c0_g1	0.00	0.00
+TRINITY_DN4_c0_g1	0.00	0.00
+TRINITY_DN0_c0_g1	5.00	5.00
+TRINITY_DN2_c0_g1	0.00	0.00
+TRINITY_DN3_c2_g1	1.00	5.00
+TRINITY_DN3_c1_g1	5.00	1.00
+TRINITY_DN3_c3_g1	0.00	0.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie_none/matrix.TPM.not_cross_norm	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN3_c0_g1	0	0
+TRINITY_DN4_c0_g1	0	0
+TRINITY_DN0_c0_g1	331152.79	331152.79
+TRINITY_DN2_c0_g1	0	0
+TRINITY_DN3_c2_g1	524034.76	144812.45
+TRINITY_DN3_c1_g1	144812.45	524034.76
+TRINITY_DN3_c3_g1	0	0
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/matrix_rsem_bowtie_none/matrix.counts.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	sample_A.tsv	sample_B.tsv
+TRINITY_DN3_c0_g1	0.00	0.00
+TRINITY_DN4_c0_g1	0.00	0.00
+TRINITY_DN0_c0_g1	5.00	5.00
+TRINITY_DN2_c0_g1	0.00	0.00
+TRINITY_DN3_c2_g1	1.00	5.00
+TRINITY_DN3_c1_g1	5.00	1.00
+TRINITY_DN3_c3_g1	0.00	0.00
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.sample_cor_matrix.pdf has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/qcheck/matrix.counts.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,41 @@
+	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	90.00	67.00	85.00	36.00	35.00	34.00	222.00	196.00	201.00
+TR2779|c0_g1_i1	186.00	137.00	217.00	147.00	186.00	197.00	1088.00	1094.00	1086.00
+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
+TR2011|c5_g1_i1	11.00	4.00	4.00	8.00	5.00	7.00	3.00	4.00	8.00
+TR4163|c0_g1_i1	368.00	422.00	425.00	172.00	216.00	210.00	234.00	254.00	212.00
+TR5055|c0_g2_i1	36.00	17.00	27.00	4.00	7.00	3.00	4.00	4.00	11.00
+TR1449|c0_g1_i1	196.00	230.00	207.00	66.00	113.00	91.00	124.00	130.00	107.00
+TR1982|c2_g1_i1	7.00	7.00	6.00	4.00	3.00	8.00	16.00	9.00	11.00
+TR1859|c3_g1_i1	0.00	0.00	1.00	0.00	0.00	0.00	1.00	2.00	4.00
+TR1492|c0_g1_i2	1895.00	1906.00	1921.00	1104.00	1263.00	1319.00	899.00	929.00	922.00
+TR1122|c0_g1_i1	2.00	3.00	0.00	3.00	0.00	0.00	1.00	1.00	0.00
+TR2278|c0_g1_i1	497.00	610.00	598.00	333.00	406.00	413.00	323.00	409.00	337.00
+TR4084|c0_g1_i1	95.00	148.00	86.00	77.00	111.00	127.00	175.00	201.00	158.00
+TR4761|c0_g1_i1	2089.00	1746.00	1875.00	155.00	174.00	165.00	394.00	389.00	406.00
+TR3638|c0_g1_i1	647.00	676.00	712.00	117.00	184.00	174.00	324.00	344.00	338.00
+TR2090|c0_g1_i1	0.00	0.00	0.00	22.00	0.00	0.02	10.33	0.00	9.09
+TR3854|c0_g1_i1	1878.00	1734.00	1864.00	1775.00	2173.00	2151.00	2216.00	2142.00	2155.00
+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
+TR2182|c3_g2_i6	1.44	2.70	3.84	3.35	0.00	0.00	1.22	2.18	2.63
+TR3788|c0_g1_i1	17.00	30.00	22.00	91.00	132.00	125.00	32.00	22.00	27.00
+TR4859|c0_g1_i1	6.00	12.00	8.00	4.00	1.00	3.00	1.00	1.00	2.00
+TR2487|c0_g1_i1	386.00	383.00	424.00	689.00	866.00	806.00	963.00	989.00	1032.00
+TR2122|c0_g2_i2	145.00	135.00	136.00	155.00	157.00	201.00	369.00	398.00	344.00
+TR4277|c0_g1_i1	4466.00	4701.00	4284.00	118.00	134.00	164.00	172.00	162.00	170.00
+TR4669|c0_g2_i1	0.00	0.00	0.00	209.00	0.00	217.50	0.14	0.06	0.18
+TR3091|c0_g1_i1	22.00	17.00	19.00	250.00	308.00	284.00	333.00	343.00	316.00
+TR2130|c1_g3_i1	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00	0.00
+TR3807|c0_g1_i1	6.00	4.00	2.00	0.00	0.00	1.00	0.00	1.00	0.00
+TR1894|c2_g1_i1	21.00	14.00	11.00	1.00	2.00	5.00	1.00	3.00	1.00
+TR5212|c0_g1_i1	64.00	89.00	78.00	73.00	98.00	108.00	103.00	105.00	84.00
+TR939|c0_g1_i1	96.00	99.00	99.00	72.00	89.00	88.00	107.00	103.00	108.00
+TR1891|c0_g1_i1	115.00	137.96	124.00	96.53	139.00	110.94	364.77	411.00	384.00
+TR2672|c0_g1_i1	14.00	29.00	22.00	0.00	4.00	2.00	14.00	4.00	7.00
+TR2844|c0_g1_i1	166.00	211.00	178.00	161.00	214.00	223.00	199.00	245.00	213.00
+TR1837|c2_g1_i1	1.00	0.00	0.00	1.00	1.00	4.00	0.00	3.00	2.00
+TR1678|c0_g1_i1	1.00	0.00	1.00	0.00	0.00	2.00	8.00	10.00	6.00
+TR3249|c0_g1_i1	1.00	2.00	1.00	4.00	1.00	0.00	6.00	1.00	7.00
+TR1479|c0_g1_i1	136.00	178.00	141.00	277.00	324.00	354.00	367.00	363.00	302.00
Binary file test-data/count/qcheck/wt_37.rep_compare.pdf has changed
Binary file test-data/count/qcheck/wt_GSNO.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/count/rsem_bowtie/RSEM.isoforms.results	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+transcript_id	gene_id	length	effective_length	expected_count	TPM	FPKM	IsoPct
+TRINITY_DN0_c0_g1_i1	TRINITY_DN0_c0_g1	229	11.55	0.00	0.00	0.00	0.00
+TRINITY_DN1_c0_g1_i1	TRINITY_DN1_c0_g1	380	123.91	5.00	329523.81	3668378.58	100.00
+TRINITY_DN2_c0_g1_i1	TRINITY_DN2_c0_g1	279	35.45	0.00	0.00	0.00	0.00
+TRINITY_DN2_c1_g1_i1	TRINITY_DN2_c1_g1	541	281.27	5.00	145165.14	1616031.03	100.00
+TRINITY_DN2_c2_g1_i1	TRINITY_DN2_c2_g1	240	15.55	1.00	525311.05	5847953.22	100.00
+TRINITY_DN2_c3_g1_i1	TRINITY_DN2_c3_g1	202	3.45	0.00	0.00	0.00	0.00
+TRINITY_DN3_c0_g1_i1	TRINITY_DN3_c0_g1	216	6.82	0.00	0.00	0.00	0.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/rsem_bowtie/RSEM.isoforms_B.results	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+transcript_id	gene_id	length	effective_length	expected_count	TPM	FPKM	IsoPct
+TRINITY_DN0_c0_g1_i1	TRINITY_DN0_c0_g1	229	11.55	0.00	0.00	0.00	0.00
+TRINITY_DN1_c0_g1_i1	TRINITY_DN1_c0_g1	380	123.91	5.00	329523.81	3668378.58	100.00
+TRINITY_DN2_c0_g1_i1	TRINITY_DN2_c0_g1	279	35.45	0.00	0.00	0.00	0.00
+TRINITY_DN2_c2_g1_i1	TRINITY_DN2_c2_g1	541	281.27	5.00	145165.14	1616031.03	100.00
+TRINITY_DN2_c1_g1_i1	TRINITY_DN2_c1_g1	240	15.55	1.00	525311.05	5847953.22	100.00
+TRINITY_DN2_c3_g1_i1	TRINITY_DN2_c3_g1	202	3.45	0.00	0.00	0.00	0.00
+TRINITY_DN3_c0_g1_i1	TRINITY_DN3_c0_g1	216	6.82	0.00	0.00	0.00	0.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/rsem_bowtie/sample_A	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+gene_id	transcript_id(s)	length	effective_length	expected_count	TPM	FPKM
+TRINITY_DN0_c0_g1	TRINITY_DN0_c0_g1_i1	229.00	11.55	0.00	0.00	0.00
+TRINITY_DN1_c0_g1	TRINITY_DN1_c0_g1_i1	380.00	123.91	5.00	329523.81	3668378.58
+TRINITY_DN2_c0_g1	TRINITY_DN2_c0_g1_i1	279.00	35.45	0.00	0.00	0.00
+TRINITY_DN2_c1_g1	TRINITY_DN2_c1_g1_i1	541.00	281.27	5.00	145165.14	1616031.03
+TRINITY_DN2_c2_g1	TRINITY_DN2_c2_g1_i1	240.00	15.55	1.00	525311.05	5847953.22
+TRINITY_DN2_c3_g1	TRINITY_DN2_c3_g1_i1	202.00	3.45	0.00	0.00	0.00
+TRINITY_DN3_c0_g1	TRINITY_DN3_c0_g1_i1	216.00	6.82	0.00	0.00	0.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/rsem_bowtie/sample_B	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+gene_id	transcript_id(s)	length	effective_length	expected_count	TPM	FPKM
+TRINITY_DN0_c0_g1	TRINITY_DN0_c0_g1_i1	229.00	11.55	0.00	0.00	0.00
+TRINITY_DN1_c0_g1	TRINITY_DN1_c0_g1_i1	380.00	123.91	5.00	329523.81	3668378.58
+TRINITY_DN2_c0_g1	TRINITY_DN2_c0_g1_i1	279.00	35.45	0.00	0.00	0.00
+TRINITY_DN2_c2_g1	TRINITY_DN2_c2_g1_i1	541.00	281.27	5.00	145165.14	1616031.03
+TRINITY_DN2_c1_g1	TRINITY_DN2_c1_g1_i1	240.00	15.55	1.00	525311.05	5847953.22
+TRINITY_DN2_c3_g1	TRINITY_DN2_c3_g1_i1	202.00	3.45	0.00	0.00	0.00
+TRINITY_DN3_c0_g1	TRINITY_DN3_c0_g1_i1	216.00	6.82	0.00	0.00	0.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/rsem_bowtie2/RSEM.isoforms.results	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+transcript_id	gene_id	length	effective_length	expected_count	TPM	FPKM	IsoPct
+TRINITY_DN0_c0_g1_i1	TRINITY_DN0_c0_g1	229	10.58	0.00	0.00	0.00	0.00
+TRINITY_DN1_c0_g1_i1	TRINITY_DN1_c0_g1	380	122.00	5.00	309046.31	3415300.55	100.00
+TRINITY_DN2_c0_g1_i1	TRINITY_DN2_c0_g1	279	32.50	0.00	0.00	0.00	0.00
+TRINITY_DN2_c1_g1_i1	TRINITY_DN2_c1_g1	541	279.67	6.00	161779.66	1787842.67	100.00
+TRINITY_DN2_c2_g1_i1	TRINITY_DN2_c2_g1	240	14.25	1.00	529174.03	5847953.22	100.00
+TRINITY_DN2_c3_g1_i1	TRINITY_DN2_c3_g1	202	3.17	0.00	0.00	0.00	0.00
+TRINITY_DN3_c0_g1_i1	TRINITY_DN3_c0_g1	216	6.25	0.00	0.00	0.00	0.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/rsem_bowtie2/RSEM.isoforms_B.results	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+transcript_id	gene_id	length	effective_length	expected_count	TPM	FPKM	IsoPct
+TRINITY_DN0_c0_g1_i1	TRINITY_DN0_c0_g1	380	122.00	5.00	309046.31	3415300.55	100.00
+TRINITY_DN1_c0_g1_i1	TRINITY_DN1_c0_g1	229	10.58	0.00	0.00	0.00	0.00
+TRINITY_DN2_c0_g1_i1	TRINITY_DN2_c0_g1	279	32.50	0.00	0.00	0.00	0.00
+TRINITY_DN2_c2_g1_i1	TRINITY_DN2_c2_g1	541	279.67	6.00	161779.66	1787842.67	100.00
+TRINITY_DN2_c1_g1_i1	TRINITY_DN2_c1_g1	240	14.25	1.00	529174.03	5847953.22	100.00
+TRINITY_DN2_c3_g1_i1	TRINITY_DN2_c3_g1	202	3.17	0.00	0.00	0.00	0.00
+TRINITY_DN3_c0_g1_i1	TRINITY_DN3_c0_g1	216	6.25	0.00	0.00	0.00	0.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/rsem_bowtie2/sample_A	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+gene_id	transcript_id(s)	length	effective_length	expected_count	TPM	FPKM
+TRINITY_DN0_c0_g1	TRINITY_DN0_c0_g1_i1	229.00	10.58	0.00	0.00	0.00
+TRINITY_DN1_c0_g1	TRINITY_DN1_c0_g1_i1	380.00	122.00	5.00	309046.31	3415300.55
+TRINITY_DN2_c0_g1	TRINITY_DN2_c0_g1_i1	279.00	32.50	0.00	0.00	0.00
+TRINITY_DN2_c1_g1	TRINITY_DN2_c1_g1_i1	541.00	279.67	6.00	161779.66	1787842.67
+TRINITY_DN2_c2_g1	TRINITY_DN2_c2_g1_i1	240.00	14.25	1.00	529174.03	5847953.22
+TRINITY_DN2_c3_g1	TRINITY_DN2_c3_g1_i1	202.00	3.17	0.00	0.00	0.00
+TRINITY_DN3_c0_g1	TRINITY_DN3_c0_g1_i1	216.00	6.25	0.00	0.00	0.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/rsem_bowtie2/sample_B	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+gene_id	transcript_id(s)	length	effective_length	expected_count	TPM	FPKM
+TRINITY_DN0_c0_g1	TRINITY_DN0_c0_g1_i1	380.00	122.00	5.00	309046.31	3415300.55
+TRINITY_DN1_c0_g1	TRINITY_DN1_c0_g1_i1	229.00	10.58	0.00	0.00	0.00
+TRINITY_DN2_c0_g1	TRINITY_DN2_c0_g1_i1	279.00	32.50	0.00	0.00	0.00
+TRINITY_DN2_c2_g1	TRINITY_DN2_c2_g1_i1	541.00	279.67	6.00	161779.66	1787842.67
+TRINITY_DN2_c1_g1	TRINITY_DN2_c1_g1_i1	240.00	14.25	1.00	529174.03	5847953.22
+TRINITY_DN2_c3_g1	TRINITY_DN2_c3_g1_i1	202.00	3.17	0.00	0.00	0.00
+TRINITY_DN3_c0_g1	TRINITY_DN3_c0_g1_i1	216.00	6.25	0.00	0.00	0.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/salmon/sample_A	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+Name	Length	EffectiveLength	TPM	NumReads
+TRINITY_DN1_c0_g1_i1	380	120.403	179183	13
+TRINITY_DN0_c0_g1_i1	229	229	55271.5	7.62686
+TRINITY_DN2_c0_g1_i1	279	31.1522	565494	10.6151
+TRINITY_DN2_c1_g1_i1	541	278.129	113370	19
+TRINITY_DN2_c2_g1_i1	240	240	32900.7	4.75801
+TRINITY_DN2_c3_g1_i1	202	202	0	0
+TRINITY_DN3_c0_g1_i1	216	216	53781.8	7
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/salmon/sample_B	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+Name	Length	EffectiveLength	TPM	NumReads
+TRINITY_DN2_c2_g1	240.00	240.00	32900.70	4.76
+TRINITY_DN0_c0_g1	229.00	229.00	55271.50	7.63
+TRINITY_DN1_c0_g1	380.00	120.40	179183.00	13.00
+TRINITY_DN2_c0_g1	279.00	31.15	565494.00	10.62
+TRINITY_DN2_c3_g1	202.00	202.00	0.00	0.00
+TRINITY_DN3_c0_g1	216.00	216.00	53781.80	7.00
+TRINITY_DN2_c1_g1	541.00	278.13	113370.00	19.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/samples.txt	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,9 @@
+wt_37	wt_37_1	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_37_1-SRX707647-SRR1582649_1.fastq	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_37_1-SRX707647-SRR1582649_2.fastq
+wt_37	wt_37_2	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_37_2-SRX707648-SRR1582650_1.fastq	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_37_2-SRX707648-SRR1582650_2.fastq
+wt_37	wt_37_3	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_37_3-SRX707649-SRR1582651_1.fastq	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_37_3-SRX707649-SRR1582651_2.fastq
+wt_GSNO	wt_GSNO_1	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_GSNO_1-SRX707644-SRR1582646_1.fastq	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_GSNO_1-SRX707644-SRR1582646_2.fastq
+wt_GSNO	wt_GSNO_2	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_GSNO_2-SRX707645-SRR1582647_1.fastq	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_GSNO_2-SRX707645-SRR1582647_2.fastq
+wt_GSNO	wt_GSNO_3	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_GSNO_3-SRX707646-SRR1582648_1.fastq	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_GSNO_3-SRX707646-SRR1582648_2.fastq
+wt_ph8	wt_ph8_1	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_ph8_1-SRX707641-SRR1582643_1.fastq	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_ph8_1-SRX707641-SRR1582643_2.fastq
+wt_ph8	wt_ph8_2	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_ph8_2-SRX707642-SRR1582644_1.fastq	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_ph8_2-SRX707642-SRR1582644_2.fastq
+wt_ph8	wt_ph8_3	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_ph8_3-SRX707643-SRR1582645_1.fastq	/broad/hptmp/bhaas/candida/FASTQ/2M/2M.wt_ph8_3-SRX707643-SRR1582645_2.fastq
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/trinotate/genes.lengths.txt	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,41 @@
+gene_id	length
+TR24|c0_g1_i1	290.00
+TR2779|c0_g1_i1	186.00
+TR127|c1_g1_i1	229.00
+TR2107|c1_g1_i1	259.00
+TR2011|c5_g1_i1	211.00
+TR4163|c0_g1_i1	368.00
+TR5055|c0_g2_i1	236.00
+TR1449|c0_g1_i1	196.00
+TR1982|c2_g1_i1	227.00
+TR1859|c3_g1_i1	220.00
+TR1492|c0_g1_i2	195.00
+TR1122|c0_g1_i1	222.00
+TR2278|c0_g1_i1	497.00
+TR4084|c0_g1_i1	295.00
+TR4761|c0_g1_i1	289.00
+TR3638|c0_g1_i1	247.00
+TR2090|c0_g1_i1	220.00
+TR3854|c0_g1_i1	178.00
+TR131|c0_g1_i1	232.00
+TR5075|c0_g1_i1	213.00
+TR2182|c3_g2_i6	221.44
+TR3788|c0_g1_i1	217.00
+TR4859|c0_g1_i1	226.00
+TR2487|c0_g1_i1	386.00
+TR2122|c0_g2_i2	145.00
+TR4277|c0_g1_i1	466.00
+TR3091|c0_g1_i1	222.00
+TR2130|c1_g3_i1	220.00
+TR3807|c0_g1_i1	226.00
+TR1894|c2_g1_i1	221.00
+TR5212|c0_g1_i1	264.00
+TR939|c0_g1_i1	296.00
+TR1891|c0_g1_i1	115.00
+TR2672|c0_g1_i1	214.00
+TR2844|c0_g1_i1	166.00
+TR1837|c2_g1_i1	221.00
+TR1678|c0_g1_i1	221.00
+TR3249|c0_g1_i1	221.00
+TR1479|c0_g1_i1	136.00
+TR4669|c0_g2_i1 136.00
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/count/trinotate/go_annotations.txt	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,39 @@
+TR24|c0_g1_i1	GO:0003674,GO:0003824,GO:0003865,GO:0005575,GO:0005783,GO:0005789,GO:0006629,GO:0008150,GO:0008152,GO:0008202,GO:0016020,GO:0016021,GO:0016229,GO:0016491,GO:0016627,GO:0031090,GO:0033765,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044238,GO:0044422,GO:0044424,GO:0044425,GO:0044432,GO:0044444,GO:0044446,GO:0044464,GO:0044699,GO:0044710,GO:0071704,GO:0098588,GO:0098589,GO:1901360
+TR2779|c0_g1_i1	GO:0003674,GO:0003824,GO:0004596,GO:0005575,GO:0005634,GO:0005737,GO:0008080,GO:0016407,GO:0016410,GO:0016740,GO:0016746,GO:0016747,GO:0034212,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044424,GO:0044464
+TR127|c1_g1_i1	GO:0003674,GO:0003824,GO:0004310,GO:0004311,GO:0004659,GO:0005575,GO:0005789,GO:0006066,GO:0006629,GO:0006694,GO:0006720,GO:0008150,GO:0008152,GO:0008202,GO:0008299,GO:0008610,GO:0009058,GO:0009987,GO:0016020,GO:0016021,GO:0016125,GO:0016126,GO:0016491,GO:0016740,GO:0016765,GO:0031090,GO:0044237,GO:0044238,GO:0044249,GO:0044255,GO:0044281,GO:0044283,GO:0044422,GO:0044424,GO:0044425,GO:0044432,GO:0044444,GO:0044446,GO:0044464,GO:0044699,GO:0044710,GO:0044711,GO:0044763,GO:0046165,GO:0051996,GO:0071704,GO:0098588,GO:0098589,GO:1901360,GO:1901362,GO:1901576,GO:1901615,GO:1901617
+TR2107|c1_g1_i1	GO:0003674,GO:0003676,GO:0003677,GO:0003723,GO:0003824,GO:0003887,GO:0003964,GO:0004175,GO:0004190,GO:0004518,GO:0004519,GO:0005488,GO:0006139,GO:0006259,GO:0006310,GO:0006725,GO:0006807,GO:0008150,GO:0008152,GO:0008233,GO:0009987,GO:0015074,GO:0016740,GO:0016772,GO:0016779,GO:0016787,GO:0016788,GO:0034061,GO:0034641,GO:0043167,GO:0043169,GO:0043170,GO:0044237,GO:0044238,GO:0044260,GO:0046483,GO:0046872,GO:0070001,GO:0070011,GO:0071704,GO:0090304,GO:0097159,GO:1901360,GO:1901363
+TR2011|c5_g1_i1	GO:0003674,GO:0005488,GO:0005507,GO:0005575,GO:0005737,GO:0006801,GO:0006810,GO:0006811,GO:0006812,GO:0008047,GO:0008150,GO:0008152,GO:0009987,GO:0016530,GO:0016531,GO:0016532,GO:0030001,GO:0030234,GO:0043167,GO:0043169,GO:0044237,GO:0044424,GO:0044464,GO:0044699,GO:0044710,GO:0044765,GO:0046872,GO:0046914,GO:0051234,GO:0055114,GO:0072593
+TR4163|c0_g1_i1	GO:0003674,GO:0005488,GO:0005507,GO:0005575,GO:0005634,GO:0005743,GO:0005829,GO:0006801,GO:0006873,GO:0006875,GO:0006878,GO:0008047,GO:0008150,GO:0008152,GO:0009987,GO:0010035,GO:0010038,GO:0016020,GO:0016530,GO:0016531,GO:0016532,GO:0019725,GO:0019866,GO:0030003,GO:0030234,GO:0031090,GO:0031966,GO:0042221,GO:0042592,GO:0043167,GO:0043169,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044237,GO:0044422,GO:0044424,GO:0044429,GO:0044444,GO:0044446,GO:0044464,GO:0044699,GO:0044710,GO:0044763,GO:0046872,GO:0046914,GO:0046916,GO:0048878,GO:0050801,GO:0050896,GO:0051716,GO:0055065,GO:0055070,GO:0055076,GO:0055080,GO:0055082,GO:0055114,GO:0065007,GO:0065008,GO:0070887,GO:0071241,GO:0071248,GO:0072593
+TR5055|c0_g2_i1	GO:0003674,GO:0005488,GO:0005575,GO:0005634,GO:0008270,GO:0043167,GO:0043169,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044424,GO:0044464,GO:0046872,GO:0046914
+TR1449|c0_g1_i1	GO:0003674,GO:0005488,GO:0005575,GO:0005634,GO:0008270,GO:0043167,GO:0043169,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044424,GO:0044464,GO:0046872,GO:0046914
+TR1982|c2_g1_i1	GO:0003674,GO:0003824,GO:0003865,GO:0005575,GO:0005783,GO:0005789,GO:0006629,GO:0008150,GO:0008152,GO:0008202,GO:0016020,GO:0016021,GO:0016229,GO:0016491,GO:0016627,GO:0031090,GO:0033765,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044238,GO:0044422,GO:0044424,GO:0044425,GO:0044432,GO:0044444,GO:0044446,GO:0044464,GO:0044699,GO:0044710,GO:0071704,GO:0098588,GO:0098589,GO:1901360
+TR1859|c3_g1_i1	GO:0003676
+TR1492|c0_g1_i2	GO:0005783,GO:0005789,GO:0006629,GO:0008150,GO:0008152,GO:0008202,GO:0016020,GO:0016021,GO:0016229
+TR1122|c0_g1_i1	GO:0008152,GO:0009987,GO:0016530,GO:0016531,GO:0016532,GO:0030001,GO:0030234
+TR2278|c0_g1_i1	GO:0031090,GO:0033765
+TR4084|c0_g1_i1	GO:0003674,GO:0005488,GO:0005575,GO:0005634,GO:0008270,GO:0043167,GO:0043169,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044424,GO:0044464,GO:0046872,GO:0046914
+TR4761|c0_g1_i1	GO:0008152,GO:0009987,GO:0016530,GO:0016531,GO:0016532,GO:0030001,GO:0030234
+TR3638|c0_g1_i1	GO:0003865,GO:0005575,GO:0005783
+TR2090|c0_g1_i1	GO:0003674,GO:0005488,GO:0005507,GO:0005575,GO:0005634,GO:0005743,GO:0005829,GO:0006801,GO:0006873,GO:0006875,GO:0006878,GO:0008047,GO:0008150,GO:0008152,GO:0009987,GO:0010035,GO:0010038,GO:0016020,GO:0016530,GO:0016531,GO:0016532,GO:0019725,GO:0019866,GO:0030003,GO:0030234,GO:0031090,GO:0031966,GO:0042221,GO:0042592,GO:0043167,GO:0043169,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044237,GO:0044422,GO:0044424,GO:0044429,GO:0044444,GO:0044446,GO:0044464,GO:0044699,GO:0044710,GO:0044763,GO:0046872,GO:0046914,GO:0046916,GO:0048878,GO:0050801,GO:0050896,GO:0051716,GO:0055065,GO:0055070,GO:0055076,GO:0055080,GO:0055082,GO:0055114,GO:0065007,GO:0065008,GO:0070887,GO:0071241,GO:0071248,GO:0072593
+TR3854|c0_g1_i1	GO:0003674,GO:0003824,GO:0003865,GO:0005575,GO:0005783,GO:0005789,GO:0006629,GO:0008150,GO:0008152,GO:0008202,GO:0016020,GO:0016021,GO:0016229,GO:0016491,GO:0016627,GO:0031090,GO:0033765,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044238,GO:0044422,GO:0044424,GO:0044425,GO:0044432,GO:0044444,GO:0044446,GO:0044464,GO:0044699,GO:0044710,GO:0071704,GO:0098588,GO:0098589,GO:1901360
+TR131|c0_g1_i1	GO:0031090,GO:0033765
+TR5075|c0_g1_i1	GO:0031090,GO:0033765
+TR2182|c3_g2_i6	GO:0003674,GO:0003676,GO:0003677,GO:0003723,GO:0003824,GO:0003887,GO:0003964,GO:0004175,GO:0004190,GO:0004518,GO:0004519,GO:0005488,GO:0006139
+TR3788|c0_g1_i1	GO:0005783,GO:0005789,GO:0006629,GO:0008150,GO:0008152,GO:0008202,GO:0016020,GO:0016021,GO:0016229
+TR4859|c0_g1_i1	GO:0003674,GO:0003676,GO:0003677,GO:0003723,GO:0003824,GO:0003887,GO:0003964,GO:0004175,GO:0004190,GO:0004518,GO:0004519,GO:0005488,GO:0006139
+TR2487|c0_g1_i1	GO:0009987,GO:0016530,GO:0016531,GO:0016532,GO:0030001,GO:0030234,GO:0043167,GO:0043169
+TR2122|c0_g2_i2	GO:0005575,GO:0005634,GO:0008270,GO:0043167,GO:0043169,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044424,GO:0044464,GO:0046872
+TR4277|c0_g1_i1	GO:0005575,GO:0005634,GO:0008270,GO:0043167,GO:0043169,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044424,GO:0044464,GO:0046872
+TR3091|c0_g1_i1	GO:0009987,GO:0016530,GO:0016531,GO:0016532,GO:0030001,GO:0030234,GO:0043167,GO:0043169
+TR2130|c1_g3_i1	GO:0003674,GO:0003824,GO:0003865,GO:0005575,GO:0005783,GO:0005789,GO:0006629,GO:0008150,GO:0008152,GO:0008202,GO:0016020,GO:0016021,GO:0016229,GO:0016491,GO:0016627,GO:0031090,GO:0033765,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044238,GO:0044422,GO:0044424,GO:0044425,GO:0044432,GO:0044444,GO:0044446,GO:0044464,GO:0044699,GO:0044710,GO:0071704,GO:0098588,GO:0098589,GO:1901360
+TR3807|c0_g1_i1	GO:0003674,GO:0005488,GO:0005507,GO:0005575,GO:0005634,GO:0005743,GO:0005829,GO:0006801,GO:0006873,GO:0006875,GO:0006878,GO:0008047,GO:0008150,GO:0008152,GO:0009987,GO:0010035,GO:0010038,GO:0016020,GO:0016530,GO:0016531,GO:0016532,GO:0019725,GO:0019866,GO:0030003,GO:0030234,GO:0031090,GO:0031966,GO:0042221,GO:0042592,GO:0043167,GO:0043169,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044237,GO:0044422,GO:0044424,GO:0044429,GO:0044444,GO:0044446,GO:0044464,GO:0044699,GO:0044710,GO:0044763,GO:0046872,GO:0046914,GO:0046916,GO:0048878,GO:0050801,GO:0050896,GO:0051716,GO:0055065,GO:0055070,GO:0055076,GO:0055080,GO:0055082,GO:0055114,GO:0065007,GO:0065008,GO:0070887,GO:0071241,GO:0071248,GO:0072593
+TR1894|c2_g1_i1	GO:0005575,GO:0005634,GO:0008270,GO:0043167,GO:0043169,GO:0043226,GO:0043227,GO:0043229,GO:0043231,GO:0044424,GO:0044464,GO:0046872
+TR5212|c0_g1_i1	GO:0003865,GO:0005575,GO:0005783
+TR939|c0_g1_i1	GO:0003674,GO:0003676,GO:0003677,GO:0003723,GO:0003824,GO:0003887,GO:0003964,GO:0004175,GO:0004190,GO:0004518,GO:0004519,GO:0005488,GO:0006139
+TR1891|c0_g1_i1	GO:0003674,GO:0003676,GO:0003677,GO:0003723,GO:0003824,GO:0003887,GO:0003964,GO:0004175
+TR2672|c0_g1_i1	GO:0003865,GO:0005575,GO:0005783
+TR2844|c0_g1_i1	GO:0008152,GO:0009987,GO:0016530,GO:0016531,GO:0016532,GO:0030001,GO:0030234
+TR1837|c2_g1_i1	GO:0003674,GO:0005488,GO:0005507,GO:0005575,GO:0005737,GO:0006801,GO:0006810,GO:0006811,GO:0006812,GO:0008047,GO:0008150,GO:0008152,GO:0009987,GO:0016530,GO:0016531,GO:0016532,GO:0030001,GO:0030234,GO:0043167,GO:0043169,GO:0044237,GO:0044424,GO:0044464,GO:0044699,GO:0044710,GO:0044765,GO:0046872,GO:0046914,GO:0051234,GO:0055114,GO:0072593
+TR1678|c0_g1_i1	GO:0003674,GO:0003676,GO:0003677,GO:0003723,GO:0003824,GO:0003887,GO:0003964,GO:0004175
+TR3249|c0_g1_i1	GO:0003674,GO:0003676,GO:0003677,GO:0003723,GO:0003824,GO:0003887,GO:0003964,GO:0004175
+TR1479|c0_g1_i1	GO:0003674,GO:0005488,GO:0005507,GO:0005575,GO:0005737,GO:0006801,GO:0006810,GO:0006811,GO:0006812,GO:0008047,GO:0008150,GO:0008152,GO:0009987,GO:0016530,GO:0016531,GO:0016532,GO:0030001,GO:0030234,GO:0043167,GO:0043169,GO:0044237,GO:0044424,GO:0044464,GO:0044699,GO:0044710,GO:0044765,GO:0046872,GO:0046914,GO:0051234,GO:0055114,GO:0072593
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/filtered/Trinity_filtered_exp.fasta	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,34 @@
+>TRINITY_DN1_c0_g1_i1 len=380 path=[358:0-379] [-1, 358, -2] top_iso:0 pct_iso_expr=NA pct_dom_iso_expr=NA
+CCAAGGTAGAAAACATCCCTGCTGACAAGACCTACCTGTGACATACTCACTCTCTTAGGG
+CTTTTAAAGACAAGCCATTAAAATAGATGACCTTTCACAGACTGAAACTTGAATCACTGC
+AAAATGAATCTAGGTTGCTGTCACTTTTTCTTTTGGGTGGCGGGGCTTGATGTAGATTTT
+ATTCTATGTACAGAATTTAATGTTGAATATATTAAAAATAACAAACCTGGCATGGTTTTG
+GGAGGTTAGATTTACTGGAAATGTATTCATACTGTGAACTGTGCTCTGATGGTTAGAATG
+AAAAGCTTATCAAGCATTCCATATAACAGTGGATGTAGAAAATGTTTTCAGGTGGATATG
+TATATGGTACAGATGTAAAG
+>TRINITY_DN0_c0_g1_i1 len=229 path=[207:0-228] [-1, 207, -2] top_iso:0 pct_iso_expr=NA pct_dom_iso_expr=NA
+AAATATCACAACCACCTGAACAGGAACTTGGGATAAACAGGCAATGATGAGAGCCGATGT
+TTTTCTGTTGGTGTTTACATTGCTCTGCTCTGTGAAAGGATCCTGCAGCAGAGGCTTCCT
+ACCTGAAAAATGTTTCTCTCAATTGTAGTGTGTGAGTTACTGGTAAGACGCTTACACCTA
+TAACTCAAGGTCGGAATAGTCCCTCCAGTCCCTTTAGTAACCCAGTGGC
+>TRINITY_DN2_c1_g1_i1 len=541 path=[519:0-540] [-1, 519, -2] top_iso:0 pct_iso_expr=NA pct_dom_iso_expr=NA
+GTCTGAATTCGCATGTAATGCAGCTTTCCCAGACACAAGTATGGAAGCAATCCGACTTAT
+TCGCCATTGTGCAAAATATGTGTCTGATAGACCGCAGGCTTTCAAGGAGTACACAAGTGA
+TGACATGAGCGTGGCACCTGAAGACAGGGTGTGGGTGAGAGGGTGGTTCCCGATCCTCTT
+TGAGTTGTCTTGTATCATCAATAGATGCAAATTAGATGTAAGAACCAGGGGCTTAACAGT
+AATGTTTGAAATAATGAAAACATATGGCCACACTTATGAAAAACATTGGTGGCAGGACTT
+ATTCAGAATTGTTTTCAGAATCTTTGACAACATGAAATTGCCAGAACAGCAGACAGAGAA
+AGCTGAATGGATGACAACAACTTGTAACCATGTCCTTTATGCAATATGTGATGTATTCAC
+CCAGTATTTAGAAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTG
+GTGTGTACAACAAGACAATGAGCAGTTAGCACGATCTGGTACAAACTGCTTAGAAAACGT
+G
+>TRINITY_DN2_c3_g1_i1 len=202 path=[180:0-201] [-1, 180, -2] top_iso:0 pct_iso_expr=NA pct_dom_iso_expr=NA
+GGTGAAAAGTTTACTCTTGAAATCTGGGATAAAACGTGTAACTGCACCCTGGATATCTTC
+AAAACCACAATTCCTCACGCGCTTCTGACTTGGCGTCCCACCTCTGGCGAGGCCGAACCC
+CCATCTCCATCAGCTGTGAGTGAAAAGCCGTTGGATGCAATATCACAAAAATCTGTAGAC
+ATACATGATTCTATTCAACCAA
+>TRINITY_DN3_c0_g1_i1 len=216 path=[194:0-215] [-1, 194, -2] top_iso:0 pct_iso_expr=NA pct_dom_iso_expr=NA
+ATTGATTTATTTAATAAGAAACCAAAGAGAGGAATACAATACCTCCAAGAACAAGGGATG
+CTTGGCACCACACCCGAAGATATAGCTCAGTTCTTACATCAAGAAGAAAGATTAGACTCT
+ACTCAGGTGGGTGAGTTCCTGGGAGATAATGATAAATTCAATAAAGAAGTCATGTATGCA
+TATGTAGACCAACATGACTTTTCAGGAAAAGACTTT
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/filtered/Trinity_filtered_hi_iso.fasta	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,45 @@
+>TRINITY_DN1_c0_g1_i1 len=380 path=[358:0-379] [-1, 358, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+CCAAGGTAGAAAACATCCCTGCTGACAAGACCTACCTGTGACATACTCACTCTCTTAGGG
+CTTTTAAAGACAAGCCATTAAAATAGATGACCTTTCACAGACTGAAACTTGAATCACTGC
+AAAATGAATCTAGGTTGCTGTCACTTTTTCTTTTGGGTGGCGGGGCTTGATGTAGATTTT
+ATTCTATGTACAGAATTTAATGTTGAATATATTAAAAATAACAAACCTGGCATGGTTTTG
+GGAGGTTAGATTTACTGGAAATGTATTCATACTGTGAACTGTGCTCTGATGGTTAGAATG
+AAAAGCTTATCAAGCATTCCATATAACAGTGGATGTAGAAAATGTTTTCAGGTGGATATG
+TATATGGTACAGATGTAAAG
+>TRINITY_DN0_c0_g1_i1 len=229 path=[207:0-228] [-1, 207, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+AAATATCACAACCACCTGAACAGGAACTTGGGATAAACAGGCAATGATGAGAGCCGATGT
+TTTTCTGTTGGTGTTTACATTGCTCTGCTCTGTGAAAGGATCCTGCAGCAGAGGCTTCCT
+ACCTGAAAAATGTTTCTCTCAATTGTAGTGTGTGAGTTACTGGTAAGACGCTTACACCTA
+TAACTCAAGGTCGGAATAGTCCCTCCAGTCCCTTTAGTAACCCAGTGGC
+>TRINITY_DN2_c0_g1_i1 len=279 path=[257:0-278] [-1, 257, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+TCCAGACCATCGACAACATTGTCTTCTTCCCAGCCACAAGCAAGAAGGAGGATGCAGAGA
+ACTTAGCTGCAGCCCAGAGAGATGCAGTAGACTTCGATGTTCGAGTTGATACTCAAGACC
+AAGGAATGTACCGCTTTTTAACATCACAACAACTGTTCAAGCTACTGGACTGCTTATTAG
+AGTCGCATAGATTTGCAAAAGCATTTAATTCCAACAATGAACAGAGGACTGCTCTGTGGA
+AAGCAGGCTTCAAAGGCAAGTCCAAGCCCAATCTTCTAA
+>TRINITY_DN2_c1_g1_i1 len=541 path=[519:0-540] [-1, 519, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+GTCTGAATTCGCATGTAATGCAGCTTTCCCAGACACAAGTATGGAAGCAATCCGACTTAT
+TCGCCATTGTGCAAAATATGTGTCTGATAGACCGCAGGCTTTCAAGGAGTACACAAGTGA
+TGACATGAGCGTGGCACCTGAAGACAGGGTGTGGGTGAGAGGGTGGTTCCCGATCCTCTT
+TGAGTTGTCTTGTATCATCAATAGATGCAAATTAGATGTAAGAACCAGGGGCTTAACAGT
+AATGTTTGAAATAATGAAAACATATGGCCACACTTATGAAAAACATTGGTGGCAGGACTT
+ATTCAGAATTGTTTTCAGAATCTTTGACAACATGAAATTGCCAGAACAGCAGACAGAGAA
+AGCTGAATGGATGACAACAACTTGTAACCATGTCCTTTATGCAATATGTGATGTATTCAC
+CCAGTATTTAGAAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTG
+GTGTGTACAACAAGACAATGAGCAGTTAGCACGATCTGGTACAAACTGCTTAGAAAACGT
+G
+>TRINITY_DN2_c2_g1_i1 len=240 path=[218:0-239] [-1, 218, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+ACAAGCAGCCTGGCGTGTGGGCTGCGCATTCTCTTCCGGATGTACATGGACGAGAGCAGA
+GTCAGTGCCTGGGAAGAAGTCCAGCAGAGGCTTTTAAACGTCTGCAGGGAAGCGCTGAGC
+TACTTCCTCACTCTAACATCCGAAAGTCACCGGGAAGCCTGGACTAACTTACTGTTACTG
+TTCCTCACTAAAGTTCTGAAGATCAGTGACAGCAGGTTTAAAGCTCACGCATCATTCTAC
+>TRINITY_DN2_c3_g1_i1 len=202 path=[180:0-201] [-1, 180, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+GGTGAAAAGTTTACTCTTGAAATCTGGGATAAAACGTGTAACTGCACCCTGGATATCTTC
+AAAACCACAATTCCTCACGCGCTTCTGACTTGGCGTCCCACCTCTGGCGAGGCCGAACCC
+CCATCTCCATCAGCTGTGAGTGAAAAGCCGTTGGATGCAATATCACAAAAATCTGTAGAC
+ATACATGATTCTATTCAACCAA
+>TRINITY_DN3_c0_g1_i1 len=216 path=[194:0-215] [-1, 194, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+ATTGATTTATTTAATAAGAAACCAAAGAGAGGAATACAATACCTCCAAGAACAAGGGATG
+CTTGGCACCACACCCGAAGATATAGCTCAGTTCTTACATCAAGAAGAAAGATTAGACTCT
+ACTCAGGTGGGTGAGTTCCTGGGAGATAATGATAAATTCAATAAAGAAGTCATGTATGCA
+TATGTAGACCAACATGACTTTTCAGGAAAAGACTTT
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/filtered/Trinity_filtered_pct_iso.fasta	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,45 @@
+>TRINITY_DN1_c0_g1_i1 len=380 path=[358:0-379] [-1, 358, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+CCAAGGTAGAAAACATCCCTGCTGACAAGACCTACCTGTGACATACTCACTCTCTTAGGG
+CTTTTAAAGACAAGCCATTAAAATAGATGACCTTTCACAGACTGAAACTTGAATCACTGC
+AAAATGAATCTAGGTTGCTGTCACTTTTTCTTTTGGGTGGCGGGGCTTGATGTAGATTTT
+ATTCTATGTACAGAATTTAATGTTGAATATATTAAAAATAACAAACCTGGCATGGTTTTG
+GGAGGTTAGATTTACTGGAAATGTATTCATACTGTGAACTGTGCTCTGATGGTTAGAATG
+AAAAGCTTATCAAGCATTCCATATAACAGTGGATGTAGAAAATGTTTTCAGGTGGATATG
+TATATGGTACAGATGTAAAG
+>TRINITY_DN0_c0_g1_i1 len=229 path=[207:0-228] [-1, 207, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+AAATATCACAACCACCTGAACAGGAACTTGGGATAAACAGGCAATGATGAGAGCCGATGT
+TTTTCTGTTGGTGTTTACATTGCTCTGCTCTGTGAAAGGATCCTGCAGCAGAGGCTTCCT
+ACCTGAAAAATGTTTCTCTCAATTGTAGTGTGTGAGTTACTGGTAAGACGCTTACACCTA
+TAACTCAAGGTCGGAATAGTCCCTCCAGTCCCTTTAGTAACCCAGTGGC
+>TRINITY_DN2_c0_g1_i1 len=279 path=[257:0-278] [-1, 257, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+TCCAGACCATCGACAACATTGTCTTCTTCCCAGCCACAAGCAAGAAGGAGGATGCAGAGA
+ACTTAGCTGCAGCCCAGAGAGATGCAGTAGACTTCGATGTTCGAGTTGATACTCAAGACC
+AAGGAATGTACCGCTTTTTAACATCACAACAACTGTTCAAGCTACTGGACTGCTTATTAG
+AGTCGCATAGATTTGCAAAAGCATTTAATTCCAACAATGAACAGAGGACTGCTCTGTGGA
+AAGCAGGCTTCAAAGGCAAGTCCAAGCCCAATCTTCTAA
+>TRINITY_DN2_c1_g1_i1 len=541 path=[519:0-540] [-1, 519, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+GTCTGAATTCGCATGTAATGCAGCTTTCCCAGACACAAGTATGGAAGCAATCCGACTTAT
+TCGCCATTGTGCAAAATATGTGTCTGATAGACCGCAGGCTTTCAAGGAGTACACAAGTGA
+TGACATGAGCGTGGCACCTGAAGACAGGGTGTGGGTGAGAGGGTGGTTCCCGATCCTCTT
+TGAGTTGTCTTGTATCATCAATAGATGCAAATTAGATGTAAGAACCAGGGGCTTAACAGT
+AATGTTTGAAATAATGAAAACATATGGCCACACTTATGAAAAACATTGGTGGCAGGACTT
+ATTCAGAATTGTTTTCAGAATCTTTGACAACATGAAATTGCCAGAACAGCAGACAGAGAA
+AGCTGAATGGATGACAACAACTTGTAACCATGTCCTTTATGCAATATGTGATGTATTCAC
+CCAGTATTTAGAAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTG
+GTGTGTACAACAAGACAATGAGCAGTTAGCACGATCTGGTACAAACTGCTTAGAAAACGT
+G
+>TRINITY_DN2_c2_g1_i1 len=240 path=[218:0-239] [-1, 218, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+ACAAGCAGCCTGGCGTGTGGGCTGCGCATTCTCTTCCGGATGTACATGGACGAGAGCAGA
+GTCAGTGCCTGGGAAGAAGTCCAGCAGAGGCTTTTAAACGTCTGCAGGGAAGCGCTGAGC
+TACTTCCTCACTCTAACATCCGAAAGTCACCGGGAAGCCTGGACTAACTTACTGTTACTG
+TTCCTCACTAAAGTTCTGAAGATCAGTGACAGCAGGTTTAAAGCTCACGCATCATTCTAC
+>TRINITY_DN2_c3_g1_i1 len=202 path=[180:0-201] [-1, 180, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+GGTGAAAAGTTTACTCTTGAAATCTGGGATAAAACGTGTAACTGCACCCTGGATATCTTC
+AAAACCACAATTCCTCACGCGCTTCTGACTTGGCGTCCCACCTCTGGCGAGGCCGAACCC
+CCATCTCCATCAGCTGTGAGTGAAAAGCCGTTGGATGCAATATCACAAAAATCTGTAGAC
+ATACATGATTCTATTCAACCAA
+>TRINITY_DN3_c0_g1_i1 len=216 path=[194:0-215] [-1, 194, -2] top_iso:1 pct_iso_expr=100 pct_dom_iso_expr=100
+ATTGATTTATTTAATAAGAAACCAAAGAGAGGAATACAATACCTCCAAGAACAAGGGATG
+CTTGGCACCACACCCGAAGATATAGCTCAGTTCTTACATCAAGAAGAAAGATTAGACTCT
+ACTCAGGTGGGTGAGTTCCTGGGAGATAATGATAAATTCAATAAAGAAGTCATGTATGCA
+TATGTAGACCAACATGACTTTTCAGGAAAAGACTTT
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/filtered/counts.matrix	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,8 @@
+	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
+TRINITY_DN1_c0_g1_i1	90.00	67.00	85.00	36.00	35.00	34.00	222.00	196.00	201.00
+TRINITY_DN0_c0_g1_i1	186.00	137.00	217.00	147.00	186.00	197.00	1088.00	1094.00	1086.00
+TRINITY_DN2_c0_g1_i1	9.00	23.00	16.00	2.00	0.00	1.00	3.00	1.00	1.00
+TRINITY_DN2_c1_g1_i1	59.00	65.00	47.00	6.00	6.00	7.00	3.00	1.00	2.00
+TRINITY_DN2_c2_g1_i1	11.00	4.00	4.00	8.00	5.00	7.00	3.00	4.00	8.00
+TRINITY_DN2_c3_g1_i1	368.00	422.00	425.00	172.00	216.00	210.00	234.00	254.00	212.00
+TRINITY_DN3_c0_g1_i1	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/norm/Trinity.fasta	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,46 @@
+>TRINITY_DN1_c0_g1_i1 len=229 path=[207:0-228] [-1, 207, -2]
+AAATATCACAACCACCTGAACAGGAACTTGGGATAAACAGGCAATGATGAGAGCCGATGT
+TTTTCTGTTGGTGTTTACATTGCTCTGCTCTGTGAAAGGATCCTGCAGCAGAGGCTTCCT
+ACCTGAAAAATGTTTCTCTCAATTGTAGTGTGTGAGTTACTGGTAAGACGCTTACACCTA
+TAACTCAAGGTCGGAATAGTCCCTCCAGTCCCTTTAGTAACCCAGTGGC
+>TRINITY_DN0_c0_g1_i1 len=380 path=[358:0-379] [-1, 358, -2]
+CCAAGGTAGAAAACATCCCTGCTGACAAGACCTACCTGTGACATACTCACTCTCTTAGGG
+CTTTTAAAGACAAGCCATTAAAATAGATGACCTTTCACAGACTGAAACTTGAATCACTGC
+AAAATGAATCTAGGTTGCTGTCACTTTTTCTTTTGGGTGGCGGGGCTTGATGTAGATTTT
+ATTCTATGTACAGAATTTAATGTTGAATATATTAAAAATAACAAACCTGGCATGGTTTTG
+GGAGGTTAGATTTACTGGAAATGTATTCATACTGTGAACTGTGCTCTGATGGTTAGAATG
+AAAAGCTTATCAAGCATTCCATATAACAGTGGATGTAGAAAATGTTTTCAGGTGGATATG
+TATATGGTACAGATGTAAAG
+>TRINITY_DN2_c0_g1_i1 len=279 path=[257:0-278] [-1, 257, -2]
+TCCAGACCATCGACAACATTGTCTTCTTCCCAGCCACAAGCAAGAAGGAGGATGCAGAGA
+ACTTAGCTGCAGCCCAGAGAGATGCAGTAGACTTCGATGTTCGAGTTGATACTCAAGACC
+AAGGAATGTACCGCTTTTTAACATCACAACAACTGTTCAAGCTACTGGACTGCTTATTAG
+AGTCGCATAGATTTGCAAAAGCATTTAATTCCAACAATGAACAGAGGACTGCTCTGTGGA
+AAGCAGGCTTCAAAGGCAAGTCCAAGCCCAATCTTCTAA
+>TRINITY_DN2_c1_g1_i1 len=541 path=[519:0-540] [-1, 519, -2]
+GTCTGAATTCGCATGTAATGCAGCTTTCCCAGACACAAGTATGGAAGCAATCCGACTTAT
+TCGCCATTGTGCAAAATATGTGTCTGATAGACCGCAGGCTTTCAAGGAGTACACAAGTGA
+TGACATGAGCGTGGCACCTGAAGACAGGGTGTGGGTGAGAGGGTGGTTCCCGATCCTCTT
+TGAGTTGTCTTGTATCATCAATAGATGCAAATTAGATGTAAGAACCAGGGGCTTAACAGT
+AATGTTTGAAATAATGAAAACATATGGCCACACTTATGAAAAACATTGGTGGCAGGACTT
+ATTCAGAATTGTTTTCAGAATCTTTGACAACATGAAATTGCCAGAACAGCAGACAGAGAA
+AGCTGAATGGATGACAACAACTTGTAACCATGTCCTTTATGCAATATGTGATGTATTCAC
+CCAGTATTTAGAAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTG
+GTGTGTACAACAAGACAATGAGCAGTTAGCACGATCTGGTACAAACTGCTTAGAAAACGT
+G
+>TRINITY_DN2_c2_g1_i1 len=240 path=[218:0-239] [-1, 218, -2]
+ACAAGCAGCCTGGCGTGTGGGCTGCGCATTCTCTTCCGGATGTACATGGACGAGAGCAGA
+GTCAGTGCCTGGGAAGAAGTCCAGCAGAGGCTTTTAAACGTCTGCAGGGAAGCGCTGAGC
+TACTTCCTCACTCTAACATCCGAAAGTCACCGGGAAGCCTGGACTAACTTACTGTTACTG
+TTCCTCACTAAAGTTCTGAAGATCAGTGACAGCAGGTTTAAAGCTCACGCATCATTCTAC
+>TRINITY_DN2_c3_g1_i1 len=202 path=[180:0-201] [-1, 180, -2]
+GGTGAAAAGTTTACTCTTGAAATCTGGGATAAAACGTGTAACTGCACCCTGGATATCTTC
+AAAACCACAATTCCTCACGCGCTTCTGACTTGGCGTCCCACCTCTGGCGAGGCCGAACCC
+CCATCTCCATCAGCTGTGAGTGAAAAGCCGTTGGATGCAATATCACAAAAATCTGTAGAC
+ATACATGATTCTATTCAACCAA
+>TRINITY_DN3_c0_g1_i1 len=216 path=[194:0-215] [-1, 194, -2]
+ATTGATTTATTTAATAAGAAACCAAAGAGAGGAATACAATACCTCCAAGAACAAGGGATG
+CTTGGCACCACACCCGAAGATATAGCTCAGTTCTTACATCAAGAAGAAAGATTAGACTCT
+ACTCAGGTGGGTGAGTTCCTGGGAGATAATGATAAATTCAATAAAGAAGTCATGTATGCA
+TATGTAGACCAACATGACTTTTCAGGAAAAGACTTT
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/norm/Trinity_paired_unmerged_1.fasta	Thu Jun 14 03:12:34 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 03:12:34 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
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/raw/Trinity.fasta	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,45 @@
+>TRINITY_DN1_c0_g1_i1 len=380 path=[358:0-379] [-1, 358, -2]
+CCAAGGTAGAAAACATCCCTGCTGACAAGACCTACCTGTGACATACTCACTCTCTTAGGG
+CTTTTAAAGACAAGCCATTAAAATAGATGACCTTTCACAGACTGAAACTTGAATCACTGC
+AAAATGAATCTAGGTTGCTGTCACTTTTTCTTTTGGGTGGCGGGGCTTGATGTAGATTTT
+ATTCTATGTACAGAATTTAATGTTGAATATATTAAAAATAACAAACCTGGCATGGTTTTG
+GGAGGTTAGATTTACTGGAAATGTATTCATACTGTGAACTGTGCTCTGATGGTTAGAATG
+AAAAGCTTATCAAGCATTCCATATAACAGTGGATGTAGAAAATGTTTTCAGGTGGATATG
+TATATGGTACAGATGTAAAG
+>TRINITY_DN0_c0_g1_i1 len=229 path=[207:0-228] [-1, 207, -2]
+AAATATCACAACCACCTGAACAGGAACTTGGGATAAACAGGCAATGATGAGAGCCGATGT
+TTTTCTGTTGGTGTTTACATTGCTCTGCTCTGTGAAAGGATCCTGCAGCAGAGGCTTCCT
+ACCTGAAAAATGTTTCTCTCAATTGTAGTGTGTGAGTTACTGGTAAGACGCTTACACCTA
+TAACTCAAGGTCGGAATAGTCCCTCCAGTCCCTTTAGTAACCCAGTGGC
+>TRINITY_DN2_c0_g1_i1 len=279 path=[257:0-278] [-1, 257, -2]
+TCCAGACCATCGACAACATTGTCTTCTTCCCAGCCACAAGCAAGAAGGAGGATGCAGAGA
+ACTTAGCTGCAGCCCAGAGAGATGCAGTAGACTTCGATGTTCGAGTTGATACTCAAGACC
+AAGGAATGTACCGCTTTTTAACATCACAACAACTGTTCAAGCTACTGGACTGCTTATTAG
+AGTCGCATAGATTTGCAAAAGCATTTAATTCCAACAATGAACAGAGGACTGCTCTGTGGA
+AAGCAGGCTTCAAAGGCAAGTCCAAGCCCAATCTTCTAA
+>TRINITY_DN2_c1_g1_i1 len=541 path=[519:0-540] [-1, 519, -2]
+GTCTGAATTCGCATGTAATGCAGCTTTCCCAGACACAAGTATGGAAGCAATCCGACTTAT
+TCGCCATTGTGCAAAATATGTGTCTGATAGACCGCAGGCTTTCAAGGAGTACACAAGTGA
+TGACATGAGCGTGGCACCTGAAGACAGGGTGTGGGTGAGAGGGTGGTTCCCGATCCTCTT
+TGAGTTGTCTTGTATCATCAATAGATGCAAATTAGATGTAAGAACCAGGGGCTTAACAGT
+AATGTTTGAAATAATGAAAACATATGGCCACACTTATGAAAAACATTGGTGGCAGGACTT
+ATTCAGAATTGTTTTCAGAATCTTTGACAACATGAAATTGCCAGAACAGCAGACAGAGAA
+AGCTGAATGGATGACAACAACTTGTAACCATGTCCTTTATGCAATATGTGATGTATTCAC
+CCAGTATTTAGAAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTG
+GTGTGTACAACAAGACAATGAGCAGTTAGCACGATCTGGTACAAACTGCTTAGAAAACGT
+G
+>TRINITY_DN2_c2_g1_i1 len=240 path=[218:0-239] [-1, 218, -2]
+ACAAGCAGCCTGGCGTGTGGGCTGCGCATTCTCTTCCGGATGTACATGGACGAGAGCAGA
+GTCAGTGCCTGGGAAGAAGTCCAGCAGAGGCTTTTAAACGTCTGCAGGGAAGCGCTGAGC
+TACTTCCTCACTCTAACATCCGAAAGTCACCGGGAAGCCTGGACTAACTTACTGTTACTG
+TTCCTCACTAAAGTTCTGAAGATCAGTGACAGCAGGTTTAAAGCTCACGCATCATTCTAC
+>TRINITY_DN2_c3_g1_i1 len=202 path=[180:0-201] [-1, 180, -2]
+GGTGAAAAGTTTACTCTTGAAATCTGGGATAAAACGTGTAACTGCACCCTGGATATCTTC
+AAAACCACAATTCCTCACGCGCTTCTGACTTGGCGTCCCACCTCTGGCGAGGCCGAACCC
+CCATCTCCATCAGCTGTGAGTGAAAAGCCGTTGGATGCAATATCACAAAAATCTGTAGAC
+ATACATGATTCTATTCAACCAA
+>TRINITY_DN3_c0_g1_i1 len=216 path=[194:0-215] [-1, 194, -2]
+ATTGATTTATTTAATAAGAAACCAAAGAGAGGAATACAATACCTCCAAGAACAAGGGATG
+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 03:12:34 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 03:12:34 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/raw/map.tsv	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,7 @@
+TRINITY_DN1_c0_g1	TRINITY_DN1_c0_g1_i1
+TRINITY_DN0_c0_g1	TRINITY_DN0_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/reads.left.fq	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,400 @@
+@61DFRAAXX100204:1:100:10494:3070/1
+ACTGCATCCTGGAAAGAATCAATGGTGGCCGGAAAGTGTTTTTCAAATACAAGAGTGACAATGTGCCCTGTTGTTT
++
+ACCCCCCCCCCCCCCCCCCCCCCCCCCCCCBC?CCCCCCCCC@@CACCCCCACCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:100:10497:13422/1
+GTAATTTCCGTACCTGCCACAGTGTGGGCTCACCCTGCTTAGAGGACAGGGAAGGACCCTAAAGGTAGGCTGATGC
++
+CCCCCCCCCCCCCCCCCCCCCCDCDCCCCCCCCCCCCCCCCCCCDDCCDDCDCBDCCDDDDBADDADDB@DBBBA@
+@61DFRAAXX100204:1:100:10546:4478/1
+CTGGGCTGCAGCTAAGTTCTCTGCATCCTCCTTCTTGCTTGTGGCTGGGAAGAAGACAATGTTGTCGATGGTCTGG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC7CB@CA:>AB?C=C@@@@?A@?5:88:
+@61DFRAAXX100204:1:100:10609:6818/1
+CACGTTTTCTAAGCAGTTTGTACCAGATCGTGCTAACTGCTCATTGTCTTGTTGTACACACCAGTAAAGCTGGGCA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:100:10648:5988/1
+TGCTCATTGTCTTGTTGTACACACCAGTAAAGCTGGGCAAAAATATCATCCAAAAGTACATCGCTGAGAACTCCTA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBCCCCCCCCCCDCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:100:11486:13583/1
+CCCACCTGAAAACATTTTCTACATCCACTGTTATATGGAATGCTTGATAAGCTTTTCATTCTAACCATCAGAGCAC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBC
+@61DFRAAXX100204:1:100:1176:14271/1
+TCTGAATAAGTCCTGCCACCAATGTTTTTCATAAGTGTGGCCATATGTTTTCATTATTTCAAACATTACTGTTAAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCBBCCCCCDCDCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCDBBABDB
+@61DFRAAXX100204:1:100:12152:16425/1
+CTCCGTTTTTTGAGAGTGCAACACATAGATACTGCTTGATAGCATTAATAAACATCTCATTTGTCCTGAAAACAGG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:100:14680:13081/1
+GCCTGAGTGTGCAAAAATCTTCAGAGTAAGAATACCATAGTTGCTAAATATCTTTTACCATGAGCAATAATTTTTT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC;CCCCCC
+@61DFRAAXX100204:1:100:16086:14019/1
+TCTGGTGCAGCTAGATGGAATACTGAGAAAATGTTCTTCCATCCTGAACGAATATTTGCAGCCTGAGAATTAACCA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCBCCDDCDCC
+@61DFRAAXX100204:1:100:17458:1622/1
+GTGAAAGGTCATCTATTTTAATGGCTTGTCTTTAAAAACCCTAAGAGAGGGAGGATGTCACAGGGAGGGCTTGTCA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCC5A###############################################
+@61DFRAAXX100204:1:100:17716:21197/1
+CCAGGCTTCCCGGTGACTTTCGGATGTTAGAGTGAGGAAGTAGCTCAGCGCTTCCCTGCAGACGTTTAAAAGCCTC
++
+CCCCCCCCCCCCCBCCCCCCCCC@CCCCCC@BBCCCCCCCBDB>CCCCAC@BCBBCDDBD@?BCBA@6BBB>;A;:
+@61DFRAAXX100204:1:100:19734:13092/1
+ATCATCTTGGAGACTTTTATCCACATCATGTGTTTGGGGCTCAAGATCCCCTTCATGCTCTTGGTTTATATGATCA
++
+;CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCDC
+@61DFRAAXX100204:1:100:2082:1789/1
+ACGGGTGTGGTGCCAAGCATCCCTTGTTCTTGGAGGTATTGTATTCCTCTCTTTGGTTTCTTATTAAATAAATCAA
++
+CCCCCDCCCCCCCCCCCCCCCCCCCCCCCCCCC@CCADCCCDBCCCCCCCCCCDABBCCDCC@CBBBDDDD;@B?=
+@61DFRAAXX100204:1:100:2172:8797/1
+GCCAAAACATAAGCAGTATCTGCACTAGCAAAAAGGGTTTGTCCTTGGTTGCACTCTAGGGATCTTGCAGCAAATT
++
+############################################################################
+@61DFRAAXX100204:1:100:2238:12815/1
+ACCATAGTTGCTAAATATCTTTTACCATGAGCAATAATTTTTTTCTCCCTTCCCCCACCCCCAATTATAAACATTT
++
+############################################################################
+@61DFRAAXX100204:1:100:2327:5980/1
+CTCCTAAATAATTTCCATCAGTGTGGGCCACCGTGATGAGTGTTTTTATTGTGTCGATATTCTTCTGTTTCATTTC
++
+CCCCCCCCCCCCCCCCCCCCCCCCC0BBBACCCBCCCCCC=CCCCCB@B@=DC@CCDDBCC-CC@CABBBB<CCCA
+@61DFRAAXX100204:1:100:3665:17139/1
+ATACTTCTTTGGGTAATTTCCGTACCTGCCACAGTGTGGGCTCACCCTGCTTAGAGGACAGGGAAGGACCCTAAAG
++
+CCCCCCCCCCCCCDCCCCCCCCCCCCCCCCCCCCDCBCCCCCCCCCCCCCCCCCCCCCCCCBCBCDCCCBDBA>DC
+@61DFRAAXX100204:1:100:6480:5393/1
+TGGAGACTTTTATCCACATCATGTGTTTGGGGCTCAAGATCCCCTTCATGCTCTTGGTTTATATGATCAACAGTCT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCBCCCCBDCBDDADBDC
+@61DFRAAXX100204:1:100:8693:14085/1
+AGCTATTTCGTTATAAATGGCTGATAGATACTCTTCAGGGAGATCTTTACTGTCATTGATACCACGATTCATTTTA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:100:9306:14527/1
+GTAGAATGATGCGTGAGCTTTAAACCTGCTGTCACTGATCTTCAGAACTTTAGTGAGGAACAGTAACAGTAAGTTA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCACCCCCCCCCBACDCCBCDCBCC
+@61DFRAAXX100204:1:100:9656:2687/1
+CTTCTAGGCAAAGAGAGGCTACTTCAGTATCATCACAGTCTTGGAGACCCACACTGAATGCAGCCAGAAAAGGTGT
++
+BBBBBBBBBBBBBBBBBBBBB>>B>;=;=7>>?>>B>>;>BB>B################################
+@61DFRAAXX100204:1:101:11219:19264/1
+TTTGCTAACTTCTTCACTCACAGTAGAAACAGAAACCAGTGGTGCTTGCTGTCTGTTATCTGAAGATCTNGGTTGA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCABCCCCCCCCCCCCCC@CBCC;DB<>>A&>99>;@
+@61DFRAAXX100204:1:101:11349:8542/1
+GGGTAATTTCCGTACCTGCCACAGTGTGGGCTCACCCTGCTTAGAGGACAGGGAAGGACCCTAAAGGTANGCTGAT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCAA;A'??@=@>
+@61DFRAAXX100204:1:101:11674:10443/1
+CACCCACACCCTGTCTTCAGGTGCCACGCTCATGTCATCACTTGTGTACTCCTTGAAAGCCTGCGGTCTNTCAGAC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCACCCCCCCCCCACC&AAA?AC
+@61DFRAAXX100204:1:101:1179:19106/1
+TTGGTTGAATAGAATCATGTATGTCTACAGATTTTTGTGATATTGCATCCAACGGCTTTTCACTCACAGNTGATGG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC@BCCCCCCCCCCCCCCCCCACCCCADCCBCA@'AA=@??
+@61DFRAAXX100204:1:101:12110:12654/1
+CTTCCCAGGCACTGACTCTGCTCTCGTCCATGTACATCCGGAAGAGAATGCGCAGCCCACACGCCAGGCNGCTTGT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCDCDCCCBCCDCCBCCDCCDCBCDAD@ABBDDDAD@BABB.625'?A=:@0
+@61DFRAAXX100204:1:101:13165:4417/1
+CTGGATTATCAGTGCCAGACATCTGTGTACTGTAGCTGCCAATTCCTGATGATGATGTGGATTCTAAGGNGTTTAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCA?&75:;8C
+@61DFRAAXX100204:1:101:13420:13159/1
+GGTGGATCCCCTCCTGTTGTCATCTTGACAGGCATCAGCCACAACAGATTCAGGGCACAGCAAGCCCTCNAAATGA
++
+CCCCCCCCCCCCCBBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCACAC&89848C
+@61DFRAAXX100204:1:101:14810:10441/1
+CAGGAAAGAATCAATGGTGGCCGGAAAGTGTTTTTCAAATACAAGAGTGACAATGTGCCCTGTTGTCTGNAATGCA
++
+CCCCCCCCCCCCCCCCCDCCCCCCCCCCBCBCCCBBCCCCCCCBCCCDCCCCCCCDCCDCCCDCC:A?A'AAAAAC
+@61DFRAAXX100204:1:101:15025:8342/1
+GTGGGTAGGAAGCCTCTGCTGCAGGATCCTTTCACAGAGCAGAGCAATGTAAACACCAACAGAAAAACANCGGCTC
++
+CCCCCDCCCCC@CCCCCCCCCCCCCCCCCCCCCCCCCDCCCCBDBCCBCDCCCDCCDCBDACBBD=999%8====B
+@61DFRAAXX100204:1:101:15551:15592/1
+CTCCCAAAACCATGCCAGGTTTGTTATTTTTAATATATTCAACATTAAATTCTGTACATAGAATAAAATNTACATC
++
+CCCCCCCCCCCCCCCCCCCDCCCCCCCCCBBBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCA=7A'AAB?AC
+@61DFRAAXX100204:1:101:16061:6897/1
+ATGGAATGCTTGATAAGCTTTTCATTCTAACCATCAGAGCACAGTTCACAGTATGAATACATTTCCAGTNAATCTA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCDCCCCCCCDCCCCDC=C@'ABAAAC
+@61DFRAAXX100204:1:101:16516:11581/1
+GGCCCTAAAGGTAGGCTGATGCTGTGGGAACAGCCTTTCTGCTCAATATGAGCCCAACACGCGACAGAGNCCACTG
++
+74/8588857;-84;<<<<<-88;8488+8A<286A9AA#####################################
+@61DFRAAXX100204:1:101:17825:1193/1
+ACGCTCATGTCATCACTTGTGTACTCCTTGAAAGCCTGCGGTCTATCAGACACATATTTTGCACAATGGNGAATAA
++
+BCCCCCCCCCCCCCCCDCCCCCCCCCCCC@CBCCCCCCC@CCCCCBCDCCCCCCCCCCCCCCCCCAABA&A>>??A
+@61DFRAAXX100204:1:101:2920:3823/1
+TCCATCAGAGCACAGTTCACAGTATGAATACATTTCCAGTAAATCTAACCTCCCAAAACCATGCCAGGTNTGTTAT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCB'CCBC@C
+@61DFRAAXX100204:1:101:4549:18278/1
+AGGTGGATCCCCTCCTGTTGTCATCTTGACAGGCATCAGCCACAACAGATTCAGGGCACAGCAAGCCCTNAAAATG
++
+AB?BA:?B<?>:>:7;=BB=??>A>>>:+>//000BBBB@B@BBBBABBBB>B@?ABBBBBB>@############
+@61DFRAAXX100204:1:101:5059:19347/1
+TTTGGACTTGCCTTTGAAGCCTGCTTTCCACAGAGCAGTCCTCTGTTCATTGTTGGAATTAAATGCTTTNGCAAAT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCCCC&89:79C
+@61DFRAAXX100204:1:101:5741:4886/1
+CCCACCCCCAATTATAAACATTTTATCCTTCAAAATACAGCTCTCCTGAGTTGTACTTCTCGCAGAAGCNCAGTCT
++
+CCCCCCBBBBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC'B?BAAC
+@61DFRAAXX100204:1:101:6207:10801/1
+GCCAAAACATAAGCAGTATCTGCACTAGCAAAAAGGGTTTGTCCTTGGTTGCACTCTAGGTATCTTGCANCAAATT
++
+DCCCCCCCDBCCCCCCCCCCCCCCCCCCCCCAC@CAA9AACCCCCCCC@CCCCCCCCCCB@CCCC###########
+@61DFRAAXX100204:1:101:6228:11229/1
+CAGTGATTCAAGTTTCAGTCTGTGAAAGGTCATCTATTTTAATGGCTTTTCTTTAAAAGCCCTAAGAGANTGAGTA
++
+CBCCCCCCCCCCCCC@CCBBCC@CC@<BB@C@CC@CC?CBC?C<CCC?CCC?>>:<5?/:>A?:A###########
+@61DFRAAXX100204:1:101:7284:17741/1
+CAGGTTTGTTATTTTTAATATATTCAACATTAAATTCTGTACATAGAATAAAATCTACATCAAGCCCCGNCACCCA
++
+CCCCCCCCCCCCCCBBBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBCCCCCCCCCCCCCC@'CCCCCC
+@61DFRAAXX100204:1:101:7317:19738/1
+ATGAGAATCAATATTGTACAGAAAGTTGTACAGAATTTTTTTACATAGAAAACTTTACATCTGTACCATNTACATA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBCCCCCCCCCCCCCCCCCCCCCCCACC'AAAAA@
+@61DFRAAXX100204:1:101:7386:20759/1
+CCCGGAAAGTGTTTTTCAAATACAAGAGTGACAATGTGCCCTGTTGTCTGAAATGCAAGTTCTACTATGNTTTCAT
++
+CCCCCCCCCCCCCCCBBCCCCCCCCCCCBCCCCCCCDCCCCCCDCCBCCCCCCDCCBBCBCCCCCCBBC)ACBA@D
+@61DFRAAXX100204:1:101:7661:3279/1
+TTGGGGCTCAAGATCCCCTTCATGCTCTTGGTTTATATGATCAACAGTCTGAGGTGGCAAATATCTAAGNTGAGGT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCCC'@????=
+@61DFRAAXX100204:1:101:7989:14539/1
+CGTGCTCCAAGTGTGTTGCACTTGTAAAAGGTGCCTGAACATGGCTCACAGCTTCCATGAGTGCTTTAGNCGTCTT
++
+CCCDCCCCCCCCCCCCCCCCCCCCCCCCCCCBDCCCCCCCCCABCCCCCBCCCCCCBCC=CBCCCCCCC'AA<A@C
+@61DFRAAXX100204:1:101:8630:9416/1
+GAGGGAGACAGGCGAGTAGGTGGCGGTGGGGGCGAGGAGGCGTGGATGCTAGCCGCCGTCTCCGTTAGCNTCCGTC
++
+############################################################################
+@61DFRAAXX100204:1:101:9622:17436/1
+GCCAAAACATAAGCAGTATCTGCACTAGCAAAAAGGGTTTGTCCTTGGTTGCACTCTAGGTATCTTGCANCAAATT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCCCCCCCCCCCBBCCCBBBB'AAA=AC
+@61DFRAAXX100204:1:102:10071:12692/1
+TGCGTGAGCTTTAAATTTAAAAGCCTCTGCTGGANTTCTTCCCAGGCACTGACTCTGCTCTCGTCCATGTACATCC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC'CCCCCCCCCCCCCCCCCCCCCCCCCCCCDCDBCCDCCDDAC
+@61DFRAAXX100204:1:102:10556:11503/1
+TCCTGGGATTCCATTTGCTTGGATGTTTTCACTGNCACTACCATCTTCTACAGTTCCAGTGTTGCCTTCTGTACTT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC'BBBBBCCCCCCCCCCCCCCCCCBCBCDCDCCCDBDBCAABB
+@61DFRAAXX100204:1:102:10558:14342/1
+ATGTTTTCTACCTTGGTGGATCCCCTCCTGTTGTNATCTTGACAGGCATCAGCCACAACAGATTCAGGGCACAGCA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCBBCCCCC'CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBC
+@61DFRAAXX100204:1:102:12109:19420/1
+TCTGTTATCTGAAGATCTTGGTTGAATAGAATCANGTATGTCTACAGATTTTTGTGATATTGCATCTTACCAACGG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC'>????DCCCCCCCCCCCCC@BACCCCCCBCDCCCDCDBDDB
+@61DFRAAXX100204:1:102:12757:13134/1
+GGGATGTATTGAACCACTGCTCTCAGGACAGGAANAAACAATGCACAAGCAATTTTCTTCCTAAATAACAATTCAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC)BBBBBCCCCCCCCCCCCCCCCCC@BCCCCCCCCCCACCCCC
+@61DFRAAXX100204:1:102:13549:15464/1
+GTCCATGTACATCCGGAAGAGAATGCGCAGCCCANACGCCAGGCTGCTTGTCTCCTGTTTTAGAAGATTGGGCTTG
++
+CCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCCCC'CCCCCCCCCCC?CCCDCCBCCCBDCDBDDBBCADA<AC@BB
+@61DFRAAXX100204:1:102:13777:6235/1
+CGCAGGACTCACAAGGGTAAAGCAAATTAAGAACNCGTCTGTCTGCGGGTAGGAGAGGGGACGCAATCTGTCATAC
++
+############################################################################
+@61DFRAAXX100204:1:102:14960:18241/1
+GCCACGAATTTCCTAAATAATTTCCATCAGTGTGNGCCACCGTGATGAGTGTTTTTATTGTGTCGATATTCTTCTG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC&CCCCCCCCCCCCCCDCCCCCB@BB@DCCCCDCBCCCCCCCC
+@61DFRAAXX100204:1:102:15063:6971/1
+CAGAAAAGGTGTCCAAGCCAACTTAAACATCGGCNTCACGTGCTCCAAGTGTGTTGCACTTGTAAAAGGTGCCTGA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC'8;9;9CCCCCCC@CBCCCCCCCCCCCCCCCCDCAACBBBBC
+@61DFRAAXX100204:1:102:16420:15231/1
+GTTGTACTTCTCGCAGAAGCTCAGTCTTTACATCNATACTTCTTTGGGTAATTTCCGTACCTGCCACAGTGTGGGC
++
+CCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCC'CCCBCCCCACCCCCCDCCCDCDDDCAB@BDBBDDCBCACCB
+@61DFRAAXX100204:1:102:16908:12433/1
+CACTGATGAAATAATTCAAAAACTTTATTGACCTNTAACCTGATTAGATATGCCAGATGAGAATCAATATTGTACA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC'CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCC
+@61DFRAAXX100204:1:102:17677:10400/1
+CGCACATCTTATCCCTTCTAGGCAAAGAGAGGCTNCTTCAGTATCATCACAGTCTTGGAGACCCACACTGAATGCA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC',00.-;7;<4?@>:A##########################
+@61DFRAAXX100204:1:102:17711:7491/1
+ACTCTGGACAATATCAAGTGGCTTTTCTTCATAGNCTCCATCATACAAGATATCATTTTTAGATAATGTTTCAGCT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCBBCCCC'CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCACCDCCCCBCA
+@61DFRAAXX100204:1:102:17798:2084/1
+CCTTGTTCTTGGAGGTTTTGTATTCCTCTCTTTGNTTTCTTATTAAATAAATCAATCCCTTGTTCTATTATTTCTT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBBB'BBBBBCCCCCCCCCCBBCCACCCCCCCCCCCCCCDCCCCCC
+@61DFRAAXX100204:1:102:18807:10059/1
+CTGCACTGGAAATATCAGATCCGTTTTCAGGCTCNGTATCATCTTGGAGACTTTTATCCACATCATGTGTTTGGGG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC&CBCCCCCCCCCC@CDCCCCCCCDCDCDC@ACDBADDBB;BA
+@61DFRAAXX100204:1:102:19518:11565/1
+CCTGGGAAGAAGACAATGTTGTCGATGGTCTGGANGAGTTCCAGCTGCACAACACATTTAATCAACAGGGCAGCAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCC'BAB>BCCCBCCCCCCCDDACABCCBACCACDAD@DDBD<>C
+@61DFRAAXX100204:1:102:2639:2051/1
+CTGCCTCAGAGAGTCTACTGCAAATATGGCTACANCTTCATTAGGATTACAACCAACCTTATTAAAATGATCTCCA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCAA3A##########################################
+@61DFRAAXX100204:1:102:3101:2926/1
+CTTCCCAGGCACTGACTCTGCTCTCGTCCATGTANATCCGGAAGAGAATGCGCAGCCCACACGCCAGGCTGCTTGT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC'BBBBBCCBCCCCCCCCCCCCCCCCCCC<CCCDDCAAB@B<B
+@61DFRAAXX100204:1:102:5977:14503/1
+GGGGGTTCGGCCTCGCCAGAGGTGGGACGCCAAGNCAGAAGCGCGTGAGGAATTGTGGTTTTGAAGATATCCAGGG
++
+CCCCCCCCCCCCCCCCCCCCCCACCCCCCCCCCC'CCCCCCCCCCDCACCBCBCC?CCBCCCCAACDCCCBCDCCA
+@61DFRAAXX100204:1:102:6251:21399/1
+CCCAGCTATTTCGTTATAAATGGCTGATAGATACNCTTCAGGGAGATCTTTACTGTCATTGATACCACGATTCATT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC'BBBBACCCCCCCCCCC@CCCDCCCCCDCDCCBCCBCDD@CC
+@61DFRAAXX100204:1:102:7093:4246/1
+CGGGTCTTGTCAGCAGGGATGTTTTCTACCTTGGNGGATCCCCTCCTGTTGTCATCTTGACAGGCATCAGCCACAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC(CCCCCCCCCCB@CDCCDCCCCCCCDDDCBDDBDDBDCDABB
+@61DFRAAXX100204:1:102:7907:21314/1
+AGACACATATTTTGCACAATGGCGAATAAGTCGGNTTGCTTCCATACTTGTGTCTGGGAAAGCTGCATTACATGCG
++
+>BBB>BB>BBB<B?>?>??<99:<9:A<??0000%*000089:;<74;?8BABBBBA>B#################
+@61DFRAAXX100204:1:102:8037:6949/1
+TCTAGGTATCTTGCAGCAAATTTTTCCATTAATCNATCAATTTTCTGAGCTTCTCCTGGAAGCCGGAATCCTTCCA
++
+CCCCCCDCCCCCCCCCCCCCCCCCCCCCCCCCCC(BBBBBCCCCCCCCCCCCCCCCCCCBCCCCCCDDDCCCCCCC
+@61DFRAAXX100204:1:102:8724:1888/1
+CGGGTGTGGTGCCAAGCATCCCTTGTTCTTGGAGNTATTGTATTCCTCTCTTTGGTTTCTTATTAAATAAATCAAT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBB@B&28;88DCCCCCCCCCCCCCCDCCCCCBCCDC@BCA>@BD@B
+@61DFRAAXX100204:1:102:8903:16361/1
+CCTATAAGTTGTGCCAGCTCTAACTGACTGATGCNCTTCAGGATCTCATGCCACGAATTTCCTAAATAATTTCCAT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC(CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:102:9691:18717/1
+ATAAGTTGTGCCAGCTCTAACTGACTGATGCACTNCAGGATCTCATGCCACGAATTTCCTAAATAATTTCCATCAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC'BABBACCCCCCC;CCCCCBCCCCCCCCCCCCCCCCDCCCAC
+@61DFRAAXX100204:1:103:10201:1449/1
+CTGAACACTAGAAAGGCATCCTTTTGTAAAATGTGGGAAAACTTAGCACCAGGTGAAGGTCCTGAAGAATTTCCAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC@CCCCCCCDCCCCCCCC?CCBCCCCCACC;CCCCCCC
+@61DFRAAXX100204:1:103:11572:6697/1
+CAAAATTGAAACTAAACATTCTAACCCCTTTTTTCGCAGGCTCAATTCCTGAACATTACTCATACCGAGTTCTTGG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC8CDCCCCDD
+@61DFRAAXX100204:1:103:12517:20251/1
+GCCGGAAAGTGTTTTTCAAATACAAGAGTGACAATGTGCCCTGTTGTCTGAAATGCAAGTTCTACTATGCTTTCAT
++
+CCCCCCCCCCCCCCCBBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:103:13105:12342/1
+CTGGACTTCTTCCCAGGCACTGACTCTGCTCTCGTCCATGTACATCCGGAAGAGAATGCGCAGCCCACACGCCAGG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCCCCBCCCB@CCCCCB?BCCCCCCB@C@B;
+@61DFRAAXX100204:1:103:13548:1359/1
+GGTGACTTTCGGATGTTAGAGTGAGGAAGAAGCTCAGCGCTTCCCTGCAGACGTTTAAAAGCCTCTGCTGGACTTC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCC+??AA?CCCCCCCCCCDCCDCBDCBCC@BBDDBDDDDBBABBACAAB
+@61DFRAAXX100204:1:103:13762:1440/1
+CTCCCTTCCCCCACCCCCAATTATAAACATTTTATCCTCCAAAATACAGCTCTCCTGAGTTGTACTTCTCGCTGAA
++
+CCCCCCCCCCCCCBBBBBBCCCCCCCCCC?CCCCCCCCCCCCACCCCCCCCCCCCCCCCDCCDCCCCCCCACCBB@
+@61DFRAAXX100204:1:103:13776:4298/1
+TGATATTTGAAATACTATTCCAATTCGCAGGAAAAATCTTCTAAGAACAGCACGCAGTTCCGGAATCAAGTCAAAT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDC@BCC
+@61DFRAAXX100204:1:103:13798:6365/1
+GGTCACAGTCATAATTTACATAAATGTCCACCACACTCTGAGCATCTGCACAGATCCTTGTCAGTGTCTGAATAAC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCCC
+@61DFRAAXX100204:1:103:14748:1375/1
+CCAGGTTTGTTATTTTTAATATATTCAACATTAAATTCTGTACATAGAATAAAATCTACATCAAGCCCCGCCACCC
++
+CCCCCCCCCCCCCCCBBBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC@BCCCCCCCCCACCCDBD@@DDB
+@61DFRAAXX100204:1:103:16156:9928/1
+CATGAGCAATAATTTTTTTCTCCCTTCCCCCACCCCCAATTATAAACATTTTATCCTTCAAAATACAGCTCTCCTG
++
+CCCCCCCCCCCCCCCCCCBBBBCCCCCCCCCC@B@BB@CCCCCCCCCACCCCCCCCCCCCAACCCCCCCCCCCCCC
+@61DFRAAXX100204:1:103:16292:7311/1
+CTGGTTCTTACATCTAATTTGCATCTATTGATGATACAAGACAACTCAAAGAGGATCGGGAACCACCCTCTCACCC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDBCDCDCCCCCCCCCCBDC
+@61DFRAAXX100204:1:103:1757:15756/1
+GGCAAAAATATCATCCAAAAGTACATCGCTGAGAACTTCTAAATACTGGGTGAATACATCACATATTGCATAAAGG
++
+CCCCCCCCCBBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:103:19512:1223/1
+CTGTTAAGCCCCTGGTTCTTACATCTAATTTGCATCTATTGATGATACAAGACAACTCAAAGAGGATCGGGAACCA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCDCCDADBB@C@BB@
+@61DFRAAXX100204:1:103:2005:9846/1
+TGCTTCCCTGCAGACGTTTAAAAGCCTCTGCTGGACTTCTTCCCAGGCACTGACTCTGCTCTCGTCCATGTACATC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCCCCCCCCCCCCCCCCBCCCCABDBBCBBDDDC
+@61DFRAAXX100204:1:103:2755:14644/1
+CTTACATCTAATTTGCATCTATTGATGATACAAGACAACTCAAAGAGGATCGGGAACCACCCTCTCACCCACACCC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC=C
+@61DFRAAXX100204:1:103:3597:13520/1
+GTTGTTGTGATGTTAAAAAGCGGTACATTCCTTGGTCTTGAGTATCAACTCGAACATCGAAGTCTACTACATCTCT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCDCCCCCCCCCCCCCCCCCDCBCCCCDADDCDCDC
+@61DFRAAXX100204:1:103:4062:11566/1
+GATGATACAAGACAACTCAAAGAGGATCGGGAACCACCCTCTCACCCACACCCTGTCTTCAGGTGCCACGCTCATG
++
+CCCCCCCCCCCCCBCCCCCCCCCCCCBCCCCC@CACCBCCCCCCCCCACCBCC=@BCBAC3;;-6AC@C@C?@:AB
+@61DFRAAXX100204:1:103:5147:16732/1
+CATGGTTACAAGTTGTTGTCATCCATTCAGCTTTCTCTGTCTGCTGTTCTGGCAATTTCATGTTGTCAAAGATTCT
++
+CCCCCCCCCC;????CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:103:6646:12936/1
+GTGCAACACATAGATACTGCTTGATAGCATTAATAAACATCTCATTTGTCCTGAAAACAGGTCCTGCATTCTGCAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCDC
+@61DFRAAXX100204:1:103:7220:15954/1
+GAGGAATTGTGGTTTTGAAGATATCCAGGGTGCAGTTACACGTTTTATCCCAGATTTCAAGAGTAAACTTTTCACC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCABCCCCCCCA
+@61DFRAAXX100204:1:103:7253:3680/1
+CTTTACATCTGTACCATATACATATCCACCTGAAAACATTTTCTACATCCACTGTTATATGGAATGCTTGATAAGC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC@CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:103:8055:11636/1
+TTCCTGATGATGATGTGGATTCTAAGGAGTTTAAACTTCCATATCTGTTTATAGTCTCTGGGTGTTTAACTTCACT
++
+CCCCCCCCCCCCCCCCCC<CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCBCDCCCABCCCDCC
+@61DFRAAXX100204:1:103:8348:14452/1
+GTCAGAGCACAGTTCACAGTATGAATACATTTCCAGTAAATCTAACCTCCCAAAACCATGCCAGGTTTGTTATTTT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDBCCDCCCDCCCBCB
+@61DFRAAXX100204:1:104:12460:3347/1
+CTGATGCTGTGGGAACAGCCTTTCTGCTCAACATGAGCCCAACACGAGACAGAGGCCACTGGGTTACTAAAGGGAC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCCCCCCCCCCCCCC@CCDCDDCCCCBCCDCBB@BBAAB
+@61DFRAAXX100204:1:104:12993:12947/1
+GGTGAATACATCACATATTGCATAAAGGACATGGTTACAAGTTGTTGTCATCCATTCAGCTTTCTCTGTCTGCTGT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:104:13501:6860/1
+GTGATATTTGAAATACTATTCCAATTCGCAGGAAAAATCTTCTAAGAACAGCACGCAGTTCCGGAATCAAGTCAAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCCBCCCCCCACCCDCBCC>A
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/reads.right.fq	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,400 @@
+@61DFRAAXX100204:1:100:10494:3070/2
+CTCAAATGGTTAATTCTCAGGCTGCAAATATTCGTTCAGGATGGAAGAACATTTTCTCAGTATTCCATCTAGCTGC
++
+C<CCCCCCCACCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCCCCCCCCACCCCCACCC=
+@61DFRAAXX100204:1:100:10497:13422/2
+GAGTTACTGGTAAGACGCTTACACCTATAACTCAAGGTCGGAATAGTCCCTCCAGTCCCTTTAGTAACCCAGTGGC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCACCC
+@61DFRAAXX100204:1:100:10546:4478/2
+CTCCATCAGCTGTGAGTGAAAAGCCGTTGGATGCAATATCACAAAAATCTGTAGACATACATGATTCTATTCAACC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC@BCDCBCCCCCCCCCCCACCCCCCCCCBDC
+@61DFRAAXX100204:1:100:10609:6818/2
+AGCAGACAGAGAAAGCTGAATGGATGACAACAACTTGTAACCATGCCCTTTATGCAATATGTGATGTATTCACCCA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC?CBCC
+@61DFRAAXX100204:1:100:10648:5988/2
+AGATGGGCTTAACAGTAATGTTTGAAATAATGAAAACATATGGCCACACTTATGAAAAACATTGGTGGCAGGACTT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBCCCACCCBCCBACC
+@61DFRAAXX100204:1:100:11486:13583/2
+CTTGAATCACTGCAAAATGAATCTAGGTTGCTGTCACTTTTTCTTTTGGGTGGCGGGGCTTGATGTAGATTTTATT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC@CCCCCBBBB@CCDCCCCDB@BDCCABCDDCBBCCCBC@
+@61DFRAAXX100204:1:100:1176:14271/2
+TGCAGCTTTCCCAGACACAAGTATGGAAGCAATCCGACTTATTCGCCATTGTGCAAAATATGTGTCTGATAGACCG
++
+CCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCCCCCCDCCCCCCCCCC:BBBACCABC@CDDAB@DDCABDDABDBB
+@61DFRAAXX100204:1:100:12152:16425/2
+CCTTTCTAGTGTTCAGGTCATTGTGTAAGCTGTCAATGAAACCACTGTCAGATGGACCACCAGATCCAAAGTCTCA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCC=
+@61DFRAAXX100204:1:100:14680:13081/2
+CACAGCATCAGCCTACCTTTAGGGTCCTTCCCTGTCCTCTAAGCAGGGTGAGCCCACACTGTGGCAGGGACGGGAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCDCCCCCCCCCBCCDCCB'299@'9@
+@61DFRAAXX100204:1:100:16086:14019/2
+AGAAAGGAGAGCTTGCAAACTTCAGATTCCAAAAGGATTTCTTACGACCTTTTGAACATATAATGAAACGAAACAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCBCCCBCCCCCC
+@61DFRAAXX100204:1:100:17458:1622/2
+AAAACATTTGGGTTGAACTTTTAGTCTTTGGGGGAGTGGTGGTCATTTTGAGGGCTTGCTGTGCCCTGAATCTGTT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCB@CCCCCBCCCCCCCDCCCDDCBDCBB@BABA=BBDB@AB<
+@61DFRAAXX100204:1:100:17716:21197/2
+GCATTTAATTCCAACAATGAACAGAGGACTGCTCTGTGGAAAGCAGGCTTCAAAGGCAAGTCCAAGCCCAATCTTC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCAC?CCDBBCCBD@BCBBBB@B??BBA=@A?@
+@61DFRAAXX100204:1:100:19734:13092/2
+GGCTTTACTTACCGCAGTGACATCACAACACATAGAAATCCATGAAGGAACTGTGCTGCAAGCTGTGAGGACATGC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC@CCCCCC?CC@CBCCCBCAACCC
+@61DFRAAXX100204:1:100:2082:1789/2
+GGAGCAAGGATCAGTATGTGAACCCCAACTCTCAAACTACCCTTGGTCAGGAAAAACCCTCAGAGCAAGAGATACG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCBCBCCCBCDBBDACCDBCDCA@B##
+@61DFRAAXX100204:1:100:2172:8797/2
+TATAGCTCAGTTCTTACATCAAGAAGAAAGATTAGACTCTACTCAGGTGGGTGAGTTCCTGGGAGATAATGATAAA
++
+############################################################################
+@61DFRAAXX100204:1:100:2238:12815/2
+CCCCTCCAGACCCTTTAGAAACCCAGAGGCCTCGGGCTCGCGTGTGGCTCATTTTCGCCAGAAAGGCGGTTCCCAC
++
+############################################################################
+@61DFRAAXX100204:1:100:2327:5980/2
+CAAGACTGTGATGATACTGAAGTAGCCTCTCTTTGCCTAGAAGGGATAAGATGTGCTATCAGGATTGCATGCATTT
++
+CCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCCCCCCACCCC?BCCCCACBCCBCCCCCCCDDDAA@CCDBBC
+@61DFRAAXX100204:1:100:3665:17139/2
+AAATATCACAACCACCTGAACAGGAACTTGGGATAAACAGGCAATGATGAGAGCCGATGTTTTTCTGTTGGTGTTT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC?CCCCCC@CC@@CB@@@@DABBBCBBB
+@61DFRAAXX100204:1:100:6480:5393/2
+TGCTACAATATCTATTTAGCCAGCAAAAATCTCATCAATCAGACAACAGCCAAAGCTACTCTTACTGAAATGCTGA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCB
+@61DFRAAXX100204:1:100:8693:14085/2
+TGCAACCAAGGACAAACCCTTTTTGCTAGTGCAGATACTGCTTATGTTTTGGCCTACTCAATTATCATGTTGACTA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:100:9306:14527/2
+GCCTGGGAAGAAGTCCAGCAGAGGCTTTTAAACGTCTGCAGGGAAGCGCTGAGCTACTTCCTCACTCTAACATCCG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCACCCCCC
+@61DFRAAXX100204:1:100:9656:2687/2
+TAGAAATGGAACAGATGGCCAAGACGGCTAAAGCACTCATGGAAGCTGTGAGCCATGTTCAGGCACCTTTTACAAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCD3DBBCCCDCBBCCDCBDC
+@61DFRAAXX100204:1:101:11219:19264/2
+GTGATGTATTCACCCAGTATTTAGAAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTGGTG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC@B@CBBCCCADDCCA@BC
+@61DFRAAXX100204:1:101:11349:8542/2
+GTTTACATTGCTCTGCTCTGTGAAAGGATCCTGCAGCAGAGGCTTCCTACCTGAAAAATGTTTCTCTCAATTGTAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC?DDD@CDDDDDBCBBCDDDBDABB)BBBB
+@61DFRAAXX100204:1:101:11674:10443/2
+CTCTGAGGCAGCTATCAATGAAGTTTTTAGAGAAAGGAGAGCTTGCAAACTTCAGATTCCAAAAGGATTTCTTACG
++
+CCCCCCCCCCC@CCCCBC?CC@CBBCCC=C@CCCCAC:B@BBCC>@=@@@B>@BC@ACBB@>CBB=0;C@BBCC/?
+@61DFRAAXX100204:1:101:1179:19106/2
+AAAACATTGGTGGCAGGACTTATTCAGAATTGTTTTCAGAATCTTTGACAACATGAAATTGCCAGAACAGCAGACA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCBCCBBCCCCACCCCACCCCCCCCCCCCCCCCBABDB>D@BDDD@
+@61DFRAAXX100204:1:101:12110:12654/2
+GCAAGCACCACTGGTTTCTGTTTCTACTGTGAGTGAAGAAGTTAGCAAAGTGAAATCCACAGCAAAATTCCCAGAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCBCDCCCCCBCCCCCDCCBCDCCBCAACCDCCAA>BBC=B<B?B
+@61DFRAAXX100204:1:101:13165:4417/2
+GGACATTTATGTAAATTATGACTGTGACCTAAATGCAGCAAATATATTTGAAAGACTAGTAAATGACCTGTCGAAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCAC
+@61DFRAAXX100204:1:101:13420:13159/2
+CCGGAAATCATCATCTTTCTGTGAAAATGTACAGAGATGCAGGTCTGTAATATAAAAATCTTAAACATATTGTTCC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCDCCCCCCCCC@@CCCCBCCCCCCDCDBC@
+@61DFRAAXX100204:1:101:14810:10441/2
+GGTGTATAGCACAAATGGTTAATTCTCAGGCTGCAAATATTCGTTCAGGATGGAAGAACATTTTCTCAGTATTCCA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCCCCCCCCBCCCCCC
+@61DFRAAXX100204:1:101:15025:8342/2
+GCCTGGACTAACTTACTGTTACTGTTCCTCACTAAAGTTCTGAAGATCAGTGACAGCAGGTTTAAAGCTCACGCAT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCDCCDCDCACCB
+@61DFRAAXX100204:1:101:15551:15592/2
+GACCTACCTGTGACATACTCACTCTCTTAGGGCTTTTAAAGACAAGCCATTAAAATAGATGACCTTTCACAGACTG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC@CCCCCCCCCCCCCDCC@
+@61DFRAAXX100204:1:101:16061:6897/2
+GGCTTTTAAAGACAAGCCATTAAAATAGATGACCTTTCACAGACTGAAACTTGAATCACTGCAAAATGAATCTAGG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCC
+@61DFRAAXX100204:1:101:16516:11581/2
+GATCCTGCAGCAGAGGCTTCCTACCTGAAAAATGTTTCTCTCAATTGTAGTGTGTGAGTTACTGGTAAGACGCTTA
++
+C@CCCCCC@CCCCBBCBBCCC=@8@CC:CCCBC?C@@CC@C@>@@CCC>C>@>A<A8@8=<??<<=:C5>BCCBCC
+@61DFRAAXX100204:1:101:17825:1193/2
+AACGAAGCAGGTCTCCAACAATTCGAGATATGGTTGTACGGTGTATAGCACAAATGGTTAATTCTCAGGCTGCAAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCDCCCCCCCCCCCCCBCCCCCCACCCDC<ABBBA
+@61DFRAAXX100204:1:101:2920:3823/2
+CAAGGTAGAAAACATCCCTGCTGACAAGACCTACCTGTGACATACTCACTCTCTTAGGGCTTTTAAAGACAAGCCA
++
+CCCCCDCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCBCCCCCCCCCCCDCCCCCCCACCCCCCC=C?
+@61DFRAAXX100204:1:101:4549:18278/2
+GTCTGTAATATAAAAATCTTAAACATATTGTTCCTCCTGCACTGTTTTATTTCTTTATTTTCTTATCTACTTGCTA
++
+CCCCCCCCCACCCCC@@CCCBB?CCCCCCCCCCCCCCCCCCCCCCCCCCC@@@CC@=CC@@@C@@CCCCCCCCACC
+@61DFRAAXX100204:1:101:5059:19347/2
+AAGAAGACAATGTTGTCGATGGTCTGGATGAGTTCCAGCTGCACAACACATTTAATCAACAGGGCAGCAAACAATT
++
+CCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCDCCCCCCCCCCCCCCCCACCCCCCCCCCCCCCCBCDADCA?ACC
+@61DFRAAXX100204:1:101:5741:4886/2
+GGATCCTGCAGCAGAGGCTTCCTACCTGAAAAATGTTTCTCTCAATTGTAGTGTGTGAGTTACTGGTAAGACGCTT
++
+CCCCCCCCCCCCCCCCCCCCACCCCCCCCCCCCCCACCCCBCC:CCCCCDCDCDCBCBCBC@BCCC@?BBCBCCBD
+@61DFRAAXX100204:1:101:6207:10801/2
+GGGAGATAATGATAAATTCAATAAAGAAGTCATGTATGCATATGTAGACCAACATGACTTTTCAGGAAAAGACTTT
++
+CCCCCACCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCCCCCCCCCCCBCCCCACCCCCCCCD@BCBB@BBCABC
+@61DFRAAXX100204:1:101:6228:11229/2
+CTGTAATATAAAAATCTTAAACATATTGTTCCTCCTGCACTGTTTTATTTCTTTATTTTCTTATCTACTTGCTAAA
++
+CCBBCCCCCCCCC@@CCC>CCCBBC??>@BCCCCCBBCCCCC@CCCBC@@@CC@@CC@@@C@>CCCCCCCCCCC@C
+@61DFRAAXX100204:1:101:7284:17741/2
+AAAAATCTTAAACATATTGTTCCTCCTGCACTGTTTTATTTCTTTATTTTCTTATCTACTTGCTAAATACCCATAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBBCCB@CCBBBCBBCCCCCCCCCBCCCCCCCCCCBA
+@61DFRAAXX100204:1:101:7317:19738/2
+CATGGTTTTGGGAGGTTAGATTTACTGGAAATGTATTCATACTGTGAACTGTGCTCTGATGGTTAGAATGAAAAGC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCCCCCCCCCBCCCCCCAAC?BCCCCDCCCCCDC@
+@61DFRAAXX100204:1:101:7386:20759/2
+GATGTAGCCATATTTGCAGTAGACTCTCTGAGGCAGCTATCAATGAAGTTTTTAGAGAAAGGAGAGCTTGCAAACT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCD@CACBDDB@CABCCCB@BBABBAABB>>BAB>?AA>AB
+@61DFRAAXX100204:1:101:7661:3279/2
+GCTGCAAGCTGTGAGGACATGCTACAATATCTATTTAGCCAGCAAAAATCTCATCAATCAGACAACAGCCAAAGCT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCD@CCC
+@61DFRAAXX100204:1:101:7989:14539/2
+TGACTACAGACCTTCACAGTCCACAGGTTAAAAACAAAATGACAAAAGAACAGTACATTAAAATGAATCGTGGTAT
++
+CDCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBBBBCCCCCCCC?BBCCCCCCCCCC@CCCCCCC?BCCBC=
+@61DFRAAXX100204:1:101:8630:9416/2
+GGCGCAGGCACCTCCACCGGCCCCGCCTTCTCTCCGCAAACGCTCCACGCACACAAAGGAGGCCCTTGAGCCTCAA
++
+############################################################################
+@61DFRAAXX100204:1:101:9622:17436/2
+ACCTCCAAGAACAAGGGATGCTTGGCACCACACCCGAAGATATAGCTCAGTTCTTACATCAAGAAGAAAGATTAGA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCACCBCCCBCCCCCCCC
+@61DFRAAXX100204:1:102:10071:12692/2
+GCCCAGAGAGATGCAGTAGACTTCGATGTTCGAGTTGATACTCAAGACCAAGGAATGTACCGCTTTTTAACATCAC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCDCCCCCDCCCCDCCCCCBC
+@61DFRAAXX100204:1:102:10556:11503/2
+CGGATCTGATATTTCCAGTGCAGAAAATGAACAGACAGAAGCTGATCAGGCAACTGCAGCTGAAACATTATCTAAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCDCCC
+@61DFRAAXX100204:1:102:10558:14342/2
+AGAGATGCAGGTCTGTAATATAAAAATCTTAAACATATTGTTCCTCCTGCACTGTTTTATTTCTTTATTTTCTTAT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCBBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBBCCBBCCBBBCBBC
+@61DFRAAXX100204:1:102:12109:19420/2
+AAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTGGTGTGTACAACAAGACAATGAGCAGTT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBCCCCCCCCCCCCCCBCCC@CCCCCCCC?CCBCCADCDCAB
+@61DFRAAXX100204:1:102:12757:13134/2
+CAACGGAGCAGATTGCGTCTCACACAGAGGAACGAGAGGAAGTCTGTAACGCTCAGAGACTTGATGACAGTTCTTG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCBCCCDCCCCCBCDCDCDDDDDBDCBBBDCBDBDD
+@61DFRAAXX100204:1:102:13549:15464/2
+GCAAGAAGGAGGATGCAGAGAACTTAGCTGCAGCCCAGAGAGATGCAGTAGACTTCGATGTTCGAGTTGATACTCA
++
+CCCCCCCCCCCCCCCCCCBCDCCCCCCCCCBCCCCCCCCCCCCCBCCCACC@CCCCCCCBDCCC=CC?CC?CCACA
+@61DFRAAXX100204:1:102:13777:6235/2
+GAAGGCCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTGGTGTGTACAACACGACCATGAGCCGC
++
+############################################################################
+@61DFRAAXX100204:1:102:14960:18241/2
+GCTGCATTCAGTGTGGGTCTCCAAGACTGTGATGATACTGAAGTAGCCTCTCTTTGCCTAGAAGGGATAAGATGTG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCACCCCCCCCCDC
+@61DFRAAXX100204:1:102:15063:6971/2
+GTATCTATCAGCCATTTATAACGAAATAGCTGGGAAAAAAATATCAATGAAAGAAACAAAAGAACTAACAATCCCT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBBBCCCCCCCCCCCBBCC@BBCBBCCCCC?CCCAC
+@61DFRAAXX100204:1:102:16420:15231/2
+CTACTACCCTCTCTTATGTGAAATTATGCAATTTGACTTGATTCCGGAACTGCGTGCTGTTCTTAGAAGATTTTTC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCC@CCCCCCCC>@CCCCCCCCCBC@DCBCCC
+@61DFRAAXX100204:1:102:16908:12433/2
+TGGGAGGTTAGATTTACTGGAAATGTATTCATACTGTGAACTGTGCTCTGATGGTTAGAATGAAAAGCTTATCAAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCDCCCCCBCCACCCCBCC
+@61DFRAAXX100204:1:102:17677:10400/2
+CAATCCCTACAAAGTCAACTAAACAGAATGTAGCCAGTGAAAAGCAAAGACGACTTCTGTATAACTTAGAAATGGA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCACCCCCCCCCCCCCCBCCCCACDCC;@BBB@C
+@61DFRAAXX100204:1:102:17711:7491/2
+TATAAACCAAGAGCATGAAGGGGATCTTGAGCCCCAAACACATGATGTGGATAAAAGTCTCCAAGATGATACAGAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCDCCCCCCCADC=DCCBCDA
+@61DFRAAXX100204:1:102:17798:2084/2
+AGTGAAGTTAAACACCCAGAGACTATAAACAGATATGGAAGTTTAAACTCCTTAGAATCCACATCATCATCAGGAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCACCCCCCCDC
+@61DFRAAXX100204:1:102:18807:10059/2
+CTACAATATCTATTTAGCCAGCAAAAATCTCATCAATCAGACAACAGCCAAAGCTACTCTTACTCAAATGCTGAAC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCACC
+@61DFRAAXX100204:1:102:19518:11565/2
+CTTCAAAACCACAATTCCTCACGCGCTTCTGACTTGGCGTCCCACCTCTGGCGAGGCCGAACCCCCATCTCCATCA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCBCC@BCCCDBCCDABDDDDCDBCBDCBDDA
+@61DFRAAXX100204:1:102:2639:2051/2
+CAGGAGTCTATTGGAGAAACCAGCTCTCAAAGTGTGGTAGTTGCTGTGGATAGAATATTCACCGGATCCACAAGGC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCDCCACCDCCCCCACCBCB@<A88>>5?>@>@17>A1;5;:=;
+@61DFRAAXX100204:1:102:3101:2926/2
+GAGAACTTAGCTGCAGCCCAGAGAGATGCAGTAGACTTCGATGTTCGAGTTGATACTCAAGACCAAGGAATGTACC
++
+CCCCCCCCCCCCCCCCCCCBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCACCCCCCCCCCCDBCC
+@61DFRAAXX100204:1:102:5977:14503/2
+GAAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTGGTGTGTACAACAAGACAATGAGCAGT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBCCCCCCCCCCCCCCDCDCDCCCCCCDCDCCCCCDBCDCB
+@61DFRAAXX100204:1:102:6251:21399/2
+GTGAGTTCCTGGGAGATAATGATAAATTCAATAAAGAAGTCATGTATGCATATGTAGACCAACATGACTTTTCAGG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCDCCCCDCCCCDCACCBCBCCBDDCC@D<BCBDDBDAB
+@61DFRAAXX100204:1:102:7093:4246/2
+GAAGATTTTTGCACACTCAGGCTATCTGAGACACCGGAAATCATCATCTTTCTGTGAAAATGTACAGAGATGCAGG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCBCCBCB@ABBBADB@C=
+@61DFRAAXX100204:1:102:7907:21314/2
+GACTCTCTGAGGCAGCTATCAATGAAGTTTTTAGAGAAAGGAGAGCTTGCAAACTTCAGATTCCAAAAGGACTTCT
++
+@@@9@#######################################################################
+@61DFRAAXX100204:1:102:8037:6949/2
+CTCTACTCAGGTGGGTGAGTTCCTGGGAGATAATGATAAATTCAATAAAGAAGTCATGTATGCATATGTAGACCAA
++
+CCCCCCCCCCCDCCCBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCDCCCCCCCCADCBCCABCAD@C@
+@61DFRAAXX100204:1:102:8724:1888/2
+TGAACTCCTTAGAATCCACATCATCATCAGGAATTGGCAGCTACAGTACACAGATGTCTGGCACTGATAATCCAGA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC@=B?@99;>?BB==<@=@A?B=<<BBB>DB2(?=;@
+@61DFRAAXX100204:1:102:8903:16361/2
+GCATTTTCAGCATTCAGCTGGAAAGAGATGCATATGTCCAAGCACTAGCCAGATTTACCTTACTTACAGTGAGTTC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCBCBCC
+@61DFRAAXX100204:1:102:9691:18717/2
+CTAGAAGGGATAAGATGTGCTATCAGGATTGCATGCATTTTCAGCATTCAGCTGGAAAGAGATGCATATGTCCAAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:103:10201:1449/2
+GAGACTATGAAGAAAAGCCACTTGATATTGTCCAGAGCATTGTAGAAGAAATGTTGAACATCATTGTTGGAGACAT
++
+CCCCCCCCCCCCCCCBBCCCCCCCCCCCCCCCCCCCCCBCCCCCCCDCBCCCCDCCCCCCCDCCCCDCA@BCBBB?
+@61DFRAAXX100204:1:103:11572:6697/2
+AGCTCATTTGACCATAAGTGGATGGTTATTCAGACACTGACAAGGATCTGTGCAGATGCTCAGAGTGTGGTGGACA
++
+CCCCCCCCCCCCCCCCCCAC???AAACCCCCCCCCCCCCCCCCCCBCCCCCCCC@CABCCCCAACBC>CB<A?:BB
+@61DFRAAXX100204:1:103:12517:20251/2
+CAGCTATCAATGAAGTTTTTAGAGAAAGGAGAGCTTGCAAACTTCAGATTCCAAAAGGATTTCTTACGACCTTTTG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCACCCCCCCCCCCCCCCCCDDCDCCCCCCCDCDDDBCD
+@61DFRAAXX100204:1:103:13105:12342/2
+TCAAGCTACTGGACTGCTTATTAGAGTCGCATAGATTTGCAAAAGCATTTAATTCCAACAATGAACAGAGGACTGC
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCACCCCCCCBCDD@BAAA
+@61DFRAAXX100204:1:103:13548:1359/2
+GGAATGTACCGCTTTTTAACATCACAACAACTGTTCAAGCTACTGGACTGCTTATTAGAGTCGCATAGATTTGCAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCBDCDCCCBDCCCBDDBCCDDCDCADDBDC@B
+@61DFRAAXX100204:1:103:13762:1440/2
+GAAAAATGTTTCTCTCAATTGTAGTGTGTGAGTTACTGGTAAGACGCTTACACCTATAACTCAAGGTCGGAATAGT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCBCCCCCCCCDCCCDDCBCCCCB@BCC>
+@61DFRAAXX100204:1:103:13776:4298/2
+CCGAAAGTCACCGGGAAGCCTGGACTAACTTACTGTTACTGTTCCTCACTAAAGTTCTGAAGATCAGTGACAGCAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCCCCCBCCCCCCCC
+@61DFRAAXX100204:1:103:13798:6365/2
+GTTTATTAATGCTATCAAGCAGTATCTATGTGTTGCACTCTCAAAAAACGGAGTCTCATCTGTTCCAGAGGTTTTT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCDCCCCCCCCDCCDDCDCCBDDC@
+@61DFRAAXX100204:1:103:14748:1375/2
+TAAAAATCTTAAACATATTGTTCCTCCTGCACTGTTTTATTTCTTTATTTTCTTATCTACTTGCTAAATACCCATA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCB@BCCB=CCBBBC@@CCCACCCACCCCBCCCDD>DC
+@61DFRAAXX100204:1:103:16156:9928/2
+CTCATGTTGAGCAGAAAGGCTGTTCCCACAGCATCAGCCTACCTTTAGGGTCCTTCCCTGTCCTCTAAGCAGGGTG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCDCCCDCCDCCA@ACBABB?B
+@61DFRAAXX100204:1:103:16292:7311/2
+CACCATTGATTCTTTCCAGGATGCAGTGAAGTGTTTGTCTGAATTCACATGTAATGCAGCTTTCCCAGACACAAGT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCCC5CCCCDCCCCCBCCBCCCBDDDBDBBBBCD
+@61DFRAAXX100204:1:103:1757:15756/2
+TGCAAATTAGATGTAAGAACCAGGGGCTTAACAGTAATGTTTGAAATAATGAAAACATATGGCCACACTTATGAAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC
+@61DFRAAXX100204:1:103:19512:1223/2
+TGTCACTCTTGTATTTGAAAAACACTTTCCGGCCACCATTGATTCTTTCCAGGATGCAGTGAAGTGTTTGTCTGAA
++
+CCCCCCCCCCCCCCCCCCCCCCCBBCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCC@CBA8=A=CCACCCBCCA#
+@61DFRAAXX100204:1:103:2005:9846/2
+TTTAATTCCAACAATGAACAGAGGGCTGCTCTGTGGAAAGCAGGCTTCAAAGGCAAGTCCAAGCCCAATCTTCTAA
++
+CCCCCCCCCCCCCCBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBDDBCDCCDBDCBCCDDDCDADBBDDC
+@61DFRAAXX100204:1:103:2755:14644/2
+GCTGCATCAGACCAAGATGAAAGCATAGTAGAACTTGCATTTCAGACAACAGGGCACATTGTCACTCTTGTATTTG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCC@CCACCCCC>CCC@CBACDCCDCC
+@61DFRAAXX100204:1:103:3597:13520/2
+CACCTCTGGCGAGGCCGAACCCCCATCTCCATCAGCTGTGAGTGAAAAGCCGTTGGATGCAATATCACAAAAATCT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCDCACACDDCCDDCCB@A?B@BB@ABBBBADABD<?>AA
+@61DFRAAXX100204:1:103:4062:11566/2
+CAACAATTCGAGATATGGTTGTACGGTGTATAGCACAAATGGTTAATTCTCAGGCTGCAAATATTCGTTCAGGATG
++
+CCCCCCCBCCCCCCCCCCCCC?CCCC=CCCCCA=@A@CCACBCC?ABAABCCCCACC>BC<CCCACCCCB@C@B@?
+@61DFRAAXX100204:1:103:5147:16732/2
+GGCTTTCAAGGAGTACACAAGTGATGACATGAGCGTGGCACCTGAAGACAGGGTGTGGGTGAGAGGGTGGTTCCCG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCBCCCBCCCCCCCBCCBBCCBC
+@61DFRAAXX100204:1:103:6646:12936/2
+CTCCAATGATACTCAGGAATCTGGAAATTCTTCAGGACCTTCACCTGGTGCTAAGTTTTCCCACATTTTACAAAAG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCC@CDCCDCCCCCDCCCDBDBADDC
+@61DFRAAXX100204:1:103:7220:15954/2
+GATGTATTCACCCAGTATTTAGAAGTTCTCAGCGATGTACTTTTGGATGATATTTTTGCCCAGCTTTACTGGTGTG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBBBCCCCCCCCCCCCCBCDC
+@61DFRAAXX100204:1:103:7253:3680/2
+GTAGATTTTATTCTATGTACAGAATTTAATGTTGAATATATTAAAAATAACAAACCTGGCATGGTTTTGGGAGGTT
++
+CCCCCCCCCCCBBCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCB@BCCCCCCCBCDCCCBCCCCCCB=CDA
+@61DFRAAXX100204:1:103:8055:11636/2
+AAATGACCTGTCGAAAATTGCACAAGGAAGGGGCAGCCAAGAACTTGGTATGAGTAATGTTCAGGAATTGAGCCTG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCDCCCCDACCCCCCCCCACCCCC
+@61DFRAAXX100204:1:103:8348:14452/2
+AACATTTGGGTTGAACTTTTAGTCTTTGGGGGAGTGGTGGTCATTTTGAGGGCTTGCTGTGCCCTGAATCTGTTGT
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCB@CCCCCDCCCCCCCCCCCCCACBCCDCCCCCAB@CBCCDCBB
+@61DFRAAXX100204:1:104:12460:3347/2
+CACAACCACCTGAACAGGAACTTGGGATAAACAGGCAATGATGAGAGCCGATGTTTTTCTGTTGGTGTTTACATTG
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCACCCCCCCBCCC@@@BBCCCACBCCC@ACBC
+@61DFRAAXX100204:1:104:12993:12947/2
+GTCTGAATTCGCATGTAATGCAGCTTTCCCAGACACAAGTATGGAAGCAATCCGACTTATTTGCCATTGTGCAAAA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCC@CCACBCDDCBCC,BBC?BBBBB@BBBD
+@61DFRAAXX100204:1:104:13501:6860/2
+CTGAGCTACTTCCTCACTCTAACATCCGAAAGTCACCGGGAAGCCTGGACTAACTTACTGTTACTGTTCCTCACTA
++
+CCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCCBCCCCCCCCC
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/samples.tsv	Thu Jun 14 03:12:34 2018 -0400
@@ -0,0 +1,4 @@
+ConditionA	CondA_replicate1
+ConditionA	CondA_replicate2
+ConditionB	CondB_replicate1
+ConditionB	CondB_replicate2
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/supertranscripts/trinity_genes.fasta	Thu Jun 14 03:12:34 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 03:12:34 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"
+