changeset 0:1005ffbccd86 draft

planemo upload for repository https://github.com/galaxyproject/tools-iuc/tree/master/tools/pysradb commit 95f13fef86ee81a617814a386cb371e94cf45577
author iuc
date Fri, 11 Nov 2022 07:35:39 +0000
parents
children f63cf0adfd87
files macros.xml pysradb.xml test-data/test_01.tabular test-data/test_01_histogram1.jpg test-data/test_01_histogram2.jpg test-data/test_01_histogram3.jpg test-data/test_01_stats.txt test-data/test_02.tabular test-data/test_02_stats.txt test-data/test_03.tabular test-data/test_03.txt test-data/test_04.tabular test-data/test_04.txt test-data/test_05.tabular test-data/test_05_stats.txt test-data/test_06.tabular test-data/test_06_stats.txt
diffstat 17 files changed, 1049 insertions(+), 0 deletions(-) [+]
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/macros.xml	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,32 @@
+<macros>
+    <token name="@TOOL_VERSION@">1.4.2</token>
+    <token name="@SUFFIX_VERSION@">0</token>
+    <xml name="bio_tools">
+        <xrefs>
+            <xref type="bio.tools">pysradb</xref>
+        </xrefs>
+    </xml>
+    <xml name="requirements">
+        <requirements>
+            <requirement type="package" version="@TOOL_VERSION@">pysradb</requirement>
+            <requirement type="package" version="3.6.2">matplotlib</requirement>
+            <requirement type="package" version="7.1.0_52">imagemagick</requirement>
+            <requirement type="package" version="5.1.0">gawk</requirement>
+        </requirements>
+    </xml>
+    <xml name="instrument_macro">
+        <param name="instrument" type="select" optional="true" label="Instrument" help="Scientific instrument used to automate the DNA sequencing process. You can find more information about the different instruments in the help section.">
+            <yield/>
+        </param>
+    </xml>
+    <xml name="source_macro">
+        <param argument="--source" type="select" label="Library source" help="Type of source material that is being sequenced">
+            <yield/>
+        </param>
+    </xml>
+    <xml name="citations">
+        <citations>
+            <citation type="doi">10.12688/f1000research.18676.1</citation>
+        </citations>
+    </xml>
+</macros>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/pysradb.xml	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,520 @@
+<tool id='pysradb_search' name='pysradb search' version='@TOOL_VERSION@+galaxy@SUFFIX_VERSION@' profile='20.01'>
+    <description>sequence metadata from SRA/ENA</description>
+    <macros>
+        <import>macros.xml</import>
+    </macros>
+    <expand macro="bio_tools"/>
+    <expand macro='requirements' />
+    <command detect_errors='exit_code'><![CDATA[
+    pysradb search
+    --db $database
+    #if $conditional_platform.instrument
+        --query '${conditional_platform.instrument} ${query}'
+    #else
+        --query '${query}'
+    #end if
+    #if $conditional_mode.source
+        --source '${conditional_mode.source}'
+    #end if
+    #if $conditional_mode.selector == 'false'
+        --organism '${conditional_mode.organism}'
+    #end if
+    #if $conditional_platform.platform == 'illumina'
+        #if $conditional_platform.layout
+            --layout $conditional_platform.layout
+        #end if
+    #end if
+    --platform '$conditional_platform.platform'
+    #if $selection
+        --selection '${selection}'
+    #end if
+    --source $conditional_mode.source
+    #if $strategy
+        --strategy '${strategy}'
+    #end if
+
+    ## Optional fields
+    --max $output_options.max
+    #if $advanced.mbases
+        --mbases $advanced.mbases
+    #end if
+    #if $advanced.accession
+        --accession '${advanced.accession}'
+    #end if
+    #if $advanced.publication_date
+        --publication-date '${advanced.publication_date}'
+    #end if
+    --verbosity $output_options.verbosity
+    #if 'stats' in $output_options.output_files
+        --stats
+    #end if
+    #if 'graphs' in $output_options.output_files
+        --graphs 'daterange selection basecount'
+    #end if
+    --saveto 'output.tsv'
+    #if 'stats' in $output_options.output_files
+        > stats.txt
+        #if $output_options.verbosity == '2' or $output_options.verbosity == '3'
+            && echo '  Sequencing instrument:' >> stats.txt
+            #if $database == 'sra'
+                &&  gawk -F '\t' '{print $11}' 'output.tsv' | tail -n +2 | sort | uniq -c | gawk '{ print "    ", $0 }' >> stats.txt
+            #else
+                &&  gawk -F '\t' '{print $12}' 'output.tsv' | tail -n +2 | sort | uniq -c | gawk '{ print "    ", $0 }' >> stats.txt
+            #end if
+        #end if
+        && echo $'\n  Query keyworkds: ${query}\n'  >> stats.txt
+    #end if
+    #if 'graphs' in $output_options.output_files
+        && convert 'search_plots/Histogram*.svg' -set filename:fn '%[basename]' 'search_plots/%[filename:fn].jpg'
+        && mv 'search_plots/Histogram of Base Count'*.jpg 'search_plots/histogram_base_count.jpg'
+        && mv 'search_plots/Histogram of Library'*jpg 'search_plots/histogram_library.jpg'
+        && mv 'search_plots/Histogram of Publication'*.jpg 'search_plots/histogram_publication.jpg'
+    #end if
+    ]]></command>
+        <inputs>
+            <param name="database" type="select" label="Database to query" 
+                help="Sequence Read Archive (SRA) data, is the largest publicly available repository of high throughput sequencing data. The European Nucleotide 
+                    Archive (ENA) provides a comprehensive record of nucleotide sequencing information.">
+                <option value="sra">SRA: Sequence Read Archive</option>
+                <option value="ena">ENA: European Nucleotide Archive</option>
+            </param>
+            <param argument="--query" type="text" value=""
+                label="Query keywords" help="Multiple keywords should be separated by spaces. Example: colorectal cancer">
+                <sanitizer invalid_char="">
+                    <valid initial="string.letters,string.digits">
+                        <add value="_" />
+                        <add value="-" />
+                        <add value=" " />
+                    </valid>
+                </sanitizer>
+                <validator type="regex">[0-9a-zA-Z_ -]+</validator>
+            </param>
+            <conditional name="conditional_mode">
+                <param name="selector" type="select" label="Genetic material recovered directly from environmental or clinical samples" help="Enable this option if you are interested in metagenomic data. Default: disabled">
+                    <option value="false" selected="true">Disabled</option>
+                    <option value="true">Enabled</option>
+                </param>
+                <when value="false">
+                    <expand macro="source_macro">
+                        <option value="genomic">Genomic</option>
+                        <option value="transcriptomic">Transcriptomic</option>
+                        <option value="genomic single cell">Genomic single cell</option>
+                        <option value="transcriptomic single cell">Transcriptomic single cell</option>
+                        <option value="viral rna">Viral RNA</option>
+                        <option value="synthetic">Synthetic</option>
+                        <option value="other">Other</option>
+                    </expand>
+                    <param argument="--organism" type="text" value="Homo sapiens" label="Scientific name of the sample organism" help="The scientific name of a species that is set by binomial nomenclature entails two parts: generic name (or genus name) and specific name">
+                        <sanitizer invalid_char="">
+                            <valid initial="string.letters">
+                                <add value=" " />
+                            </valid>
+                        </sanitizer>
+                        <validator type="regex" message="This field is compulsory. Please only use letters or whitespace">[a-zA-Z ]+</validator>
+                    </param>
+                </when>
+                <when value="true">
+                    <expand macro="source_macro">
+                        <option value="metagenomic">Metagenomic</option>
+                        <option value="metatranscriptomic">Metatranscriptomic</option>
+                    </expand>
+                </when>
+            </conditional>
+            <conditional name="conditional_platform">
+                <param argument="--platform" type="select" label="Platform" help="Sequencing platform used for generating the reads">
+                    <option value="illumina">Illumina</option>
+                    <option value="oxford nanopore">Oxford Nanopore</option>
+                    <option value="pacbio smrt">PacBio SMRT</option>
+                </param>
+                <when value="illumina">
+                    <expand macro="instrument_macro" >
+                        <option value="NovaSeq 6000">NovaSeq 6000</option>
+                        <option value="HiSeq X Ten">HiSeq X Ten</option>
+                        <option value="NextSeq 2000">NextSeq 2000</option>
+                        <option value="NextSeq 550">NextSeq 550</option>
+                        <option value="NextSeq 500">NextSeq 500</option>
+                        <option value="HiSeq 4000">HiSeq 4000</option>
+                        <option value="HiSeq 3000">HiSeq 3000</option>
+                        <option value="HiSeq 2500">HiSeq 2500</option>
+                        <option value="HiSeq 2000">HiSeq 2000</option>
+                        <option value="MiSeq">MiSeq</option>
+                        <option value="Genome Analyzer IIx">Genome Analyzer IIx</option>
+                        <option value="Genome Analyzer">Genome Analyzer</option>
+                    </expand>
+                    <param argument="--layout" type="select" optional="true" label="Library layout" help="Paired-end reads improve the ability to identify the relative positions of various reads in the 
+                        genome, making it much more effective than single-end reading in resolving structural rearrangements such as gene insertions, deletions, or inversions. Note: Only available for the Illumina platform">
+                        <option value="single">Single reads</option>
+                        <option value="paired">Paired reads</option>
+                    </param>
+                </when>
+                <when value="pacbio smrt">
+                    <expand macro="instrument_macro">
+                        <option value="PacBio RS">PacBio RS</option>
+                        <option value="PacBio RS II">PacBio RS II </option>
+                        <option value="Sequel">Sequel</option>
+                        <option value="Sequel II">Sequel II</option>
+
+                    </expand>
+                </when>
+                <when value="oxford nanopore">
+                    <expand macro="instrument_macro" >
+                        <option value="MinION">MinION</option>
+                        <option value="PromethION">PromethION</option>
+                        <option value="GridION">GridION</option>
+                    </expand>
+                </when>
+            </conditional>
+
+            <param argument="--strategy" type="select" optional="true" label="Library preparation strategy" help="Sequencing technique intended for the library">
+                <option value="amplicon">Amplicon</option>
+                <option value="atac seq">ATAC-seq</option>
+                <option value="bisulfite seq">Bisulfite-seq</option>
+                <option value="chia pet">Chromatin interaction analysis with paired-end tag (ChIA-PET)</option>
+                <option value="chip">ChIP</option>
+                <option value="chip seq">ChIP-seq</option>
+                <option value="cts">Coding transcriptome sequencing (CTS)</option>
+                <option value="dnase hypersensitivity">DNase-seq</option>
+                <option value="est">EST</option>
+                <option value="faire seq">FAIRE-seq</option>
+                <option value="fl cdna">FL-cDNA</option>
+                <option value="gbs">Genotyping-by-sequencing (GBS)</option>
+                <option value="hi c">Hi-C</option>
+                <option value="medip seq">Methylated DNA immunoprecipitation sequencing (MeDIP-Seq)</option>
+                <option value="mbd seq">Methyl-binding domain sequencing (MBD-seq)</option>
+                <option value="mnase seq">Micrococcal nuclease sequencing (MNase-seq)</option>
+                <option value="mirna seq">miRNA-seq</option>
+                <option value="mre seq">Methylation sensitive restriction enzyme sequencing (MRE-seq)</option>
+                <option value="ncrna seq">ncRNA-seq</option>
+                <option value="other">Other</option>
+                <option value="poolclone">POOLCLONE</option>
+                <option value="rad seq">Restriction site-associated DNA sequencing (RAD-seq)</option>
+                <option value="rip seq">RNA immunoprecipitation sequencing (RIP-seq)</option>
+                <option value="rna seq">RNA-seq</option>
+                <option value="selex">Systematic evolution of ligands by exponential enrichment (SELEX)</option>
+                <option value="synthetic long read">Synthetic long-read sequencing</option>
+                <option value="target capture">Target capture sequencing (TCS)</option>
+                <option value="tn seq">Tn-seq</option>
+                <option value="wcs">Whole chromosome shotgun (WCS)</option>
+                <option value="wga">Whole genome amplification (WGA)</option>
+                <option value="wgs">Whole genome sequencing (WGS) </option>
+                <option value="wxs">Whole exome sequencing (WXS)</option>
+            </param>
+            <param argument="--selection" type="select" optional="true" label="Library selection" help="Method used to select and/or enrich the material being sequenced">
+                <option value="5 methylcytidine antibody">5-methylcytidine antibody</option>
+                <option value="cage">CAGE</option>
+                <option value="cdna">cDNA</option>
+                <option value="chip">ChIP</option>
+                <option value="chip seq">ChIP-seq</option>
+                <option value="dnase">DNAse</option>
+                <option value="hmpr">Hypomethylated partial restriction (HMPR)</option>
+                <option value="hybrid selection">Hybrid selection</option>
+                <option value="inverse rrna">Inverse RNA</option>
+                <option value="mbd2 protein methyl cpg binding domain">Methylated DNA binding domain protein 2 (MBD2)</option>
+                <option value="mda">Multiple displacement amplification (MDA)</option>
+                <option value="mf">Mechanical fragmentation (MF)</option>
+                <option value="mnase">Micrococcal nuclease (MNase)</option>
+                <option value="msII">MSII</option>
+                <option value="oligo dt">Oligo(dT)</option>
+                <option value="padlock proves capture method">Padlock probe capture</option>
+                <option value="pcr">PCR</option>
+                <option value="polya">PolyA</option>
+                <option value="race">Rapid amplification of cDNA ends (RACE)</option>
+                <option value="random">Random</option>
+                <option value="random pcr">Random PCR</option>
+                <option value="reduced representation">Reduced representation</option>
+                <option value="repeat fractionation">Repeat fractionation</option>
+                <option value="restriction digest">Restriction digest</option>
+                <option value="rt pcr">RT-PCR</option>
+                <option value="size fractionation">Size fractionation</option>
+            </param>
+            <section name="advanced" title="Advanced options">
+                <param argument="--accession" type="text" value="" optional="true" label="Accession number" help="Relevant study/experiment/sample/run accession number">
+                    <sanitizer invalid_char="">
+                        <valid initial="string.letters,string.digits"/>
+                    </sanitizer>
+                    <validator type="regex">[0-9a-zA-Z]+</validator>
+                </param>
+                <param argument="--mbases" type="integer" min="0" value="" optional="true" 
+                    label="Sample size" help="Size of the sample rounded to the nearest megabase" />
+                <param argument="--publication-date" type="text" value="" optional="true" 
+                    label="Publication date" help="Publication date of the run in the format dd-mm-yyyy. 
+                        If a date range is desired, enter the start date, followed by end date, separated by a colon ':'.
+                        Example: 01-01-2010:31-12-2010">
+                    <sanitizer invalid_char="">
+                        <valid initial="string.digits">
+                            <add value=":" />
+                            <add value="-" />
+                        </valid>
+                    </sanitizer>
+                    <validator type="regex">[0-9:-]+</validator>
+                </param>
+            </section>
+            <section name="output_options" title="Output options">
+                <param argument="--verbosity" type="select" label="Level of search result details" help="Default: 2">
+                    <option value="0">0: run accession only</option>
+                    <option value="1">1: run accession and experiment title</option>
+                    <option value="2" selected="true">2: accession numbers, titles and sequencing information</option>
+                    <option value="3">3: all available metadata</option>
+                </param>
+                <param argument="--max" type="integer" min="1" max="10000" value="100" label="Maximum number of entries" 
+                    help="Note: If the maximum number set is large, querying the SRA database will take significantly longer due to API limits" />
+                <param name="output_files" type="select" multiple="true" display="checkboxes" label="Additional output files">
+                    <option value="stats" selected="true">Statistics for the search query (--stats)</option>
+                    <option value="graphs">Generates graphs to illustrate the search result (--graphs)</option>
+                </param>
+            </section>
+        </inputs>
+        <outputs>
+            <data name="metadata_file" from_work_dir="output.tsv" format="tsv" label="${tool.name} on ${on_string}: metadata"/>
+            <collection name="graphs_collection" type="list" label="${tool.name} on ${on_string}: search plots">
+                <discover_datasets pattern="(?P&lt;name&gt;.+)\.jpg" format="jpg" directory="search_plots" />
+                <filter>'graphs' in output_options['output_files']</filter>
+            </collection>
+            <data name="stats" from_work_dir="stats.txt" format="txt" label="${tool.name} on ${on_string}: stats">
+                <filter>'stats' in output_options['output_files']</filter>
+            </data>
+        </outputs>
+        <tests>
+            <!-- Test 01: default options -->
+            <test expect_num_outputs="3">
+                <param name="database" value="sra"/>
+                <param name="query" value="cancer"/>
+                <conditional name="conditional_mode">
+                    <param name="selector" value="false"/>
+                    <param name="organism" value="Homo sapiens"/>
+                    <param name="source" value="transcriptomic"/>
+                </conditional>
+                <section name="output_options">
+                    <param name="max" value="100"/>
+                    <param name="output_files" value="stats,graphs"/>
+                </section>
+                <output name="metadata_file" file="test_01.tabular" ftype="tsv"/>
+                <output name="stats" file="test_01_stats.txt" ftype="txt"/>
+                <output_collection name="graphs_collection" type="list" count="3">
+                    <element name="histogram_base_count" file="test_01_histogram1.jpg" ftype="jpg" compare='sim_size'/>
+                    <element name="histogram_library" file="test_01_histogram2.jpg" ftype="jpg" compare='sim_size'/>
+                    <element name="histogram_publication" file="test_01_histogram3.jpg" ftype="jpg" compare='sim_size'/>
+                </output_collection>
+            </test>
+            <!-- Test 02: Specific search options-->
+            <test expect_num_outputs="2">
+                <param name="database" value="sra"/>
+                <param name="query" value="colorectal cancer"/>
+                <conditional name="conditional_platform">
+                    <param name="platform" value="illumina"/>
+                    <param name="instrument" value="NovaSeq 6000"/>
+                </conditional>
+                <param name="strategy" value="wga"/>
+                <param name="selection" value="pcr"/>
+                <conditional name="conditional_mode">
+                    <param name="selector" value="false"/>
+                    <param name="source" value="genomic single cell"/>
+                    <param name="organism" value="Homo sapiens"/>
+                </conditional>
+                <section name="advanced">
+                    <param name="publication_date" value="01-11-2022"/>
+                    <param name="accession" value="SRX18108950"/>
+                    <param name="verbosity" value="3"/>
+                </section>
+                <output name="metadata_file" file="test_02.tabular" ftype="tsv"/>
+                <output name="stats" file="test_02_stats.txt" ftype="txt"/>
+            </test>
+            <!-- Test 03: ENA database and verbosity 1-->
+            <test expect_num_outputs="2">
+                <param name="database" value="ena"/>
+                <param name="query" value="cancer"/>
+                <param name="strategy" value="wxs"/>
+                <param name="selection" value="random"/>
+                <section name="output_options">
+                    <param name="verbosity" value="1"/>
+                    <param name="max" value="50"/>
+                </section>
+                <conditional name="conditional_mode">
+                    <param name="selector" value="false"/>
+                    <param name="source" value="genomic"/>
+                    <param name="organism" value="homo sapiens"/>
+                </conditional>
+                <output name="metadata_file" file="test_03.tabular" ftype="tsv"/>
+                <output name="stats" file="test_03.txt" ftype="txt"/>
+            </test>
+            <!-- Test 04: Test metatranscriptome query -->
+            <test expect_num_outputs="2">
+                <param name="database" value="sra"/>
+                <param name="query" value="escherichia"/>
+                <section name="advanced">
+                    <param name="mbases" value="100"/>
+                </section>
+                <conditional name="conditional_mode">
+                    <param name="selector" value="true"/>
+                    <param name="source" value="metagenomic"/>
+                </conditional>
+                <output name="metadata_file" file="test_04.tabular" ftype="tsv"/>
+                <output name="stats" file="test_04.txt" ftype="txt"/>
+            </test>
+            <!-- Test 05: Test nanopore data -->
+            <test expect_num_outputs="2">
+                <param name="database" value="sra"/>
+                <param name="query" value="cancer"/>
+                <conditional name="conditional_platform">
+                    <param name="platform" value="oxford nanopore"/>
+                    <param name="instrument" value="MinION"/>
+                </conditional>
+                <param name="strategy" value="rna seq"/>
+                <param name="selection" value="cdna"/>
+                <conditional name="conditional_mode">
+                    <param name="selector" value="false"/>
+                    <param name="source" value="transcriptomic"/>
+                    <param name="organism" value="Homo sapiens"/>
+                </conditional>
+                <output name="metadata_file" file="test_05.tabular" ftype="tsv"/>
+                <output name="stats" file="test_05_stats.txt" ftype="txt"/>
+            </test>
+            <!-- Test 06: Different specie -->
+            <test expect_num_outputs="2">
+                <param name="database" value="sra"/>
+                <param name="query" value="stress"/>
+                <conditional name="conditional_platform">
+                    <param name="platform" value="illumina"/>
+                    <param name="instrument" value="NextSeq 500"/>
+                </conditional>
+                <param name="strategy" value="rna seq"/>
+                <param name="selection" value="random"/>
+                <conditional name="conditional_mode">
+                    <param name="selector" value="false"/>
+                    <param name="source" value="transcriptomic"/>
+                    <param name="organism" value="Arabidopsis thaliana"/>
+                </conditional>
+                <section name="output_options">
+                    <param name="verbosity" value="3"/>
+                    <param name="max" value="20"/>
+                </section>
+                <output name="metadata_file" file="test_06.tabular" ftype="tsv"/>
+                <output name="stats" file="test_06_stats.txt" ftype="txt"/>
+            </test>
+        </tests>
+        <help><![CDATA[
+.. class:: infomark
+
+**Purpose**
+
+pysradb allows to retrieve metadata, such as run accession numbers, from SRA and ENA based on multiple criteria:
+
+- Database:	SRA or ENA
+- Query keywords
+- Accession number:	a relevant study/experiment/sample/run accession number
+- Organism: scientific name of the sample organism
+- Library layout: paired or single-end reads
+- Sample size: rounded to the nearest megabase
+- Publication date
+- Sequencing platform: Illumina, Nanopore or PacBio
+- Library selection: method used to select and/or enrich the material being sequenced
+- Library source: Type of source material that is being sequenced
+- Library preparation strategy: sequencing technique intended for the library
+
+------
+
+.. class:: infomark
+
+**Outputs**
+
+pysradb generates three different output types:
+
+- Raw metadata file
+- Statistics for the search query
+- Graphs to illustrate the search results
+
+------
+
+.. class:: infomark
+
+**Sequencing instruments**
+
+**Comparisons between HiSeq instruments**
+
+HiSeq 3000/4000 provides some improvements with respect the previous model HiSeq 2500:
+
+- HiSeq 3000/4000 genere up to 1.5 Tb and 5 Tb reads per run.
+- HiSeq 3000/4000 use patterned flow cell technology originally developed for HiSeq X platforms.
+- HiSeq 3000/4000 run 3 times faster and yield 65% more reads per lane. 
+- HiSeq 3000/4000 patterned flow cells contain billions of nanowells at fixed, known positions on the flow cell. The structured organization enables clustering at higher densities compared to non-pattern HiSeq designs.
+
+However, the HiSeq 3000/4000 also have some also some limitations with respect to HiSeq 2500:
+
+- HiSeq 3000/4000 are not recommended for low complexity sequencing. Applications such as non-unique amplicons, 16S, are currently not recommended. 
+- Libraries with low complexity within the first 25 bases of a read are not expected to produce high quality data.
+- Library size restrictions. Libraries that are too long can result in polyclonal clusters that span more than 1 well, these will not pass filter. Smaller libraries will preferentially amplify with Illumina's new kinetic exclusion amplification so tight library distributions ranging from 300-500 bp are recommended.
+- Very low tolerance for adapter dimers. Even as little as 1% adapter dimer can take up ~6% of sequencing reads, 10% contamination will take up 84% of reads. Illumina recommends you keep adapter contamination below 0.5% of your entire library.
+- Higher duplication rates as compared to HiSeq 2500.
+- Low quality read 2 (entire HiSeq 3000 install base is affected).
+
+HiSeq 3000/4000 support DNA-seq, RNA-seq , ChIP-Seq, mate-pair, small RNA and exome library preparation. Any library preparation where there is enough sequence diversity is currently supported. Amplicon, 16S and applications with low sequencing diversity are currently not supported on the HiSeq 3000 / 4000.
+
+HiSeq 2500 is considered the most reliable model according to different sources.
+
+**What type of read quality is expected from the HiSeq 3000/4000 ?**
+
+- 2 x 50bp  ≥85% bases > Q30
+- 2 x 75bp  ≥80% bases > Q30
+- 2 x 150bp ≥75% of bases >Q30
+
+**What is the difference between MiSeq and HiSeq?**
+
+HiSeq and MiSeq platforms are among the most widely used platform to study microbial communities. But the two platforms differ in the length and amount of reads. 
+MiSeq can run 600 cycles to produce 200 million 300 bp reads, on the other hand, HiSeq 2500 can run 500 cycles to produce 120 million 250 bp.
+
+**What are the differences between HiSeq and NovaSeq?**
+
+The Illumina NovaSeq provides a massive upgrade in sequencing throughput compared to the HiSeq 4000. There are more stringent library requirements and requires a 
+larger sample size. Due to the vast amount of data produced by the NovaSeq and the known issue of index swapping, unique dual-indexed libraries are required.
+
+**What are the characteristics of HiSeq X instruments?**
+
+- HiSeq X is recommended for whole genome sequencing only (including whole bisulfite sequencing). This means that it is not adequate for RNA-seq, exome, ChIP-seq or small RNA-seq applications. 
+- Plant and animal samples can be sequenced on the HiSeq X.
+- Expect coverate is over 30x  or approximately 375 million reads per lane by loading one sample per lane.
+- Hiseq X Ten generates utilize 2x150 base pair read configurations and has slightly better GC coverage than the HiSeq 2500.
+
+**What are the differences between MiSeq and Nextseq?**
+
+The NextSeq Series of systems delivers the power of high-throughput sequencing with the simplicity of a desktop sequencer. NextSeq instruments represent an improvement when compared with Miseq, despite generating sorter reads (150bp, compared to MiSeq 250bp). NextSeq is recommended in 
+the following applications & methods:
+
+- Exome & large panel sequencing (enrichment-based)
+- Single-cell profiling (scRNA-Seq, scDNA-Seq, oligo tagging assays)
+- Transcriptome sequencing (total RNA-Seq, mRNA-Seq, gene expression profiling)
+- Methylation sequencing	
+- Metagenomic profiling (shotgun metagenomics, metatranscriptomics)
+- Cell-free sequencing & liquid biopsy analysis
+
+Regarding the maximum number of reads per ran, MiSeq can generate 25 million, vs 400 million generated by the Nextseq 550 instrument. MiSeq recommended for sequencing samples of low diversity.
+
+**What are the differences between HiSeq and NextSeq?**
+
+The main technical difference between HiSeq and NextSeq will be the number of dyes each machines use. HiSeq uses traditional color coding with four different dyes, while NextSeq uses two dyes. This does not give any practical differences in terms of the data quality, but the trend in illumina sequencers are more into the direction of reducing the number of dyes.
+
+**What is the difference between Nextseq and NovaSeq?**
+
+The NovaSeq 6000 system offers deep and broad coverage and is recommended for large whole-genome sequencing (human, plant, animal)	projects. It generates 250 bp reads, 
+with 20 billion maximum reads per run. NovaSeq 6000 instruments have not application based restrictions.
+
+**Illumina maximum read-length  summary**
+
+- MiSeq: between 300 and 600 bp
+- NextSeq: 300 bp
+- HiSeq 2500: between 250 and 500 bp (depending of the sofware)
+- HiSeq 4000: 150 bp
+- HiSeq X: 150 bp
+
+**Nanopore models - single-molecule ultra-long-read sequencing**
+
+Nanopore sequencing provides the longest read lengths, from 500 bp to the current record of 2.3 Mb, with 10-30-kb genomic libraries being common. Even after error correction, sequencing error rates of corrected nanopore reads (1.5-9%) are still higher than those of corrected PacBio reads (<1%). 
+
+**PacBio SMRT instruments - single-molecule long-read low-error rate sequencing**
+
+PacBio Sequel II CLR sequencing represents a major advancement in sequencing throughput over previous PacBio platforms with the production of more sequencing data and longer reads versus RS II and the Sequel I.
+The PacBio HiFi sequencing method yields highly accurate long-read sequencing datasets with read lengths averaging 10-25 kb and accuracies greater than 99.5%.
+
+
+    ]]>    </help>
+    <expand macro="citations" />
+</tool>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_01.tabular	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,101 @@
+study_accession	experiment_accession	experiment_title	sample_taxon_id	sample_scientific_name	experiment_library_strategy	experiment_library_source	experiment_library_selection	sample_accession	sample_alias	experiment_instrument_model	pool_member_spots	run_1_size	run_1_accession	run_1_total_spots	run_1_total_bases
+SRP406950	SRX18219478	J17-72p-3	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15716255	J17-72p-3	Illumina NovaSeq 6000	21865805	2011682291	SRR22242707	21865805	6559741500
+SRP406950	SRX18219477	J17-72p-2	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15716254	J17-72p-2	Illumina NovaSeq 6000	19102337	1762557173	SRR22242708	19102337	5730701100
+SRP406950	SRX18219476	J17-72p-1	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15716253	J17-72p-1	Illumina NovaSeq 6000	20134870	1863354901	SRR22242709	20134870	6040461000
+SRP406950	SRX18219475	hep3b-72p-3	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15716252	hep3b-72p-3	Illumina NovaSeq 6000	20032029	1887623947	SRR22242710	20032029	6009608700
+SRP406950	SRX18219474	hep3b-72p-2	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15716251	hep3b-72p-2	Illumina NovaSeq 6000	18954951	1743547228	SRR22242711	18954951	5686485300
+SRP406950	SRX18219473	hep3b-72p-1	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15716250	hep3b-72p-1	Illumina NovaSeq 6000	19553325	1800573666	SRR22242712	19553325	5865997500
+SRP406950	SRX18219472	hep3b-vec-3	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15716249	hep3b-vec-3	Illumina NovaSeq 6000	19039145	1749393677	SRR22242713	19039145	5711743500
+SRP406950	SRX18219471	hep3b-vec-2	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15716248	hep3b-vec-2	Illumina NovaSeq 6000	19819809	1821641085	SRR22242714	19819809	5945942700
+SRP406950	SRX18219470	hep3b-vec-1	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15716247	hep3b-vec-1	Illumina NovaSeq 6000	29311538	2787642513	SRR22242715	29311538	8793461400
+SRP406776	SRX18202826	GSM6720851: HepG2 cells, f-RCP+660 nm [B 3]; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15699868	GSM6720851	Illumina HiSeq 2500	22452313	2016448266	SRR22225215	22452313	6347800899
+SRP406776	SRX18202825	GSM6720850: HepG2 cells, f-RCP+660 nm [B 2]; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15699867	GSM6720850	Illumina HiSeq 2500	23301966	2101800167	SRR22225216	23301966	6618465928
+SRP406776	SRX18202824	GSM6720849: HepG2 cells, f-RCP+660 nm [B 1]; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15699866	GSM6720849	Illumina HiSeq 2500	23150509	2101691173	SRR22225217	23150509	6613318643
+SRP406776	SRX18202823	GSM6720848: HepG2 cells, RCP+660 nm [A 3]; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15699865	GSM6720848	Illumina HiSeq 2500	23012674	2084577587	SRR22225218	23012674	6543146264
+SRP406776	SRX18202822	GSM6720847: HepG2 cells, RCP+660 nm [A 2]; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15699864	GSM6720847	Illumina HiSeq 2500	21058391	1876834984	SRR22225219	21058391	5941999670
+SRP406776	SRX18202821	GSM6720846: HepG2 cells, RCP+660 nm [A 1]; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15699863	GSM6720846	Illumina HiSeq 2500	23091493	2082180756	SRR22225220	23091493	6587272891
+SRP406643	SRX18193585	GSM6718890: PC3_NC3; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691692	GSM6718890	Illumina NovaSeq 6000	23459231	2048517451	SRR22215651	23459231	6634962611
+SRP406643	SRX18193584	GSM6718889: PC3_NC2; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691691	GSM6718889	Illumina NovaSeq 6000	23447723	2043917226	SRR22215652	23447723	6632304770
+SRP406643	SRX18193583	GSM6718888: PC3_NC1; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691690	GSM6718888	Illumina NovaSeq 6000	24333381	2134599968	SRR22215653	24333381	6885056225
+SRP406643	SRX18193582	GSM6718887: DU145_R3; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691689	GSM6718887	Illumina NovaSeq 6000	24414110	2129635530	SRR22215654	24414110	6902065985
+SRP406643	SRX18193581	GSM6718886: DU145_R2; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691688	GSM6718886	Illumina NovaSeq 6000	24206817	2139012987	SRR22215655	24206817	6854276087
+SRP406643	SRX18193580	GSM6718885: DU145_R1; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691687	GSM6718885	Illumina NovaSeq 6000	24759866	2201510118	SRR22215656	24759866	7015759429
+SRP406643	SRX18193579	GSM6718884: DU145_NC3; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691686	GSM6718884	Illumina NovaSeq 6000	23413490	2052300610	SRR22215657	23413490	6622496209
+SRP406643	SRX18193578	GSM6718883: DU145_NC2; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691685	GSM6718883	Illumina NovaSeq 6000	23098910	2017150275	SRR22215658	23098910	6533106894
+SRP406643	SRX18193577	GSM6718893: PC3_R3; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691684	GSM6718893	Illumina NovaSeq 6000	25275572	2231454551	SRR22215659	25275572	7158981428
+SRP406643	SRX18193576	GSM6718892: PC3_R2; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691683	GSM6718892	Illumina NovaSeq 6000	23324148	2038273567	SRR22215660	23324148	6600455016
+SRP406643	SRX18193575	GSM6718891: PC3_R1; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691682	GSM6718891	Illumina NovaSeq 6000	24343398	2154463398	SRR22215661	24343398	6897255997
+SRP406643	SRX18193574	GSM6718882: DU145_NC1; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15691681	GSM6718882	Illumina NovaSeq 6000	23499672	2054821041	SRR22215662	23499672	6647491555
+SRP405996	SRX18142633	RNA-Seq of GPD1-OE 5637	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	SRS15644089	GPD1-3	Illumina NovaSeq 6000	20925798	1914833857	SRR22163747	20925798	6207163796
+SRP405996	SRX18142632	RNA-Seq of GPD1-OE 5637	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	SRS15644088	GPD1-2	Illumina NovaSeq 6000	23860665	2188219511	SRR22163748	23860665	7100176962
+SRP405996	SRX18142631	RNA-Seq of GPD1-OE 5637	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	SRS15644087	GPD1-1	Illumina NovaSeq 6000	21427274	1956307538	SRR22163749	21427274	6382445460
+SRP405996	SRX18142630	RNA-Seq of GPD1-mut-OE 5637	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	SRS15644086	K120A-3	Illumina NovaSeq 6000	23974893	2199388419	SRR22163750	23974893	7142011070
+SRP405996	SRX18142629	RNA-Seq of GPD1-mut-OE 5637	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	SRS15644085	K120A-2	Illumina NovaSeq 6000	34212538	3102446211	SRR22163751	34212538	10168388248
+SRP405996	SRX18142628	RNA-Seq of GPD1-mut-OE 5637	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	SRS15644084	K120A-1	Illumina NovaSeq 6000	22781183	2056285283	SRR22163752	22781183	6764866900
+SRP405996	SRX18142627	RNA-Seq of 5637	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	SRS15644083	Con-3	Illumina NovaSeq 6000	23325722	2097939888	SRR22163753	23325722	6941714338
+SRP405996	SRX18142626	RNA-Seq of 5637	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	SRS15644082	Con-2	Illumina NovaSeq 6000	22103936	2020280158	SRR22163754	22103936	6574686904
+SRP405996	SRX18142625	RNA-Seq of 5637	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	SRS15644081	Con-1	Illumina NovaSeq 6000	22883975	2079148433	SRR22163755	22883975	6800103580
+SRP405518	SRX18093653	GSM6700937: RC77 T/E; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15618824	GSM6700937	Illumina HiSeq 2500	113241775	14027009073	SRR22113916	113241775	34199016050
+SRP405518	SRX18093652	GSM6700936: MDA PCa 2b; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15596651	GSM6700936	Illumina HiSeq 2500	92541233	11725686132	SRR22113917	92541233	27503968067
+ERP131546	ERX6235633	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286434	SAMEA9563694	Illumina HiSeq 2500			ERR6609153		
+ERP131546	ERX6235632	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286433	SAMEA9563693	Illumina HiSeq 2500			ERR6609152		
+ERP131546	ERX6235631	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286432	SAMEA9563692	Illumina HiSeq 2500			ERR6609151		
+ERP131546	ERX6235630	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286431	SAMEA9563691	Illumina HiSeq 2500			ERR6609150		
+ERP131546	ERX6235629	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286430	SAMEA9563690	Illumina HiSeq 2500			ERR6609149		
+ERP131546	ERX6235628	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286429	SAMEA9563689	Illumina HiSeq 2500			ERR6609148		
+ERP131546	ERX6235627	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286428	SAMEA9563688	Illumina HiSeq 2500			ERR6609147		
+ERP131546	ERX6235626	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286427	SAMEA9563687	Illumina HiSeq 2500			ERR6609146		
+ERP131546	ERX6235625	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286426	SAMEA9563686	Illumina HiSeq 2500			ERR6609145		
+ERP131546	ERX6235624	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286425	SAMEA9563685	Illumina HiSeq 2500			ERR6609144		
+ERP131546	ERX6235623	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286424	SAMEA9563684	Illumina HiSeq 2500			ERR6609143		
+ERP131546	ERX6235622	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286423	SAMEA9563683	Illumina HiSeq 2500			ERR6609142		
+ERP131546	ERX6235621	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286422	SAMEA9563682	Illumina HiSeq 2500			ERR6609141		
+ERP131546	ERX6235620	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286421	SAMEA9563681	Illumina HiSeq 2500			ERR6609140		
+ERP131546	ERX6235619	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286420	SAMEA9563680	Illumina HiSeq 2500			ERR6609139		
+ERP131546	ERX6235618	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286419	SAMEA9563679	Illumina HiSeq 2500			ERR6609138		
+ERP131546	ERX6235617	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286418	SAMEA9563678	Illumina HiSeq 2500			ERR6609137		
+ERP131546	ERX6235616	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286417	SAMEA9563677	Illumina HiSeq 2500			ERR6609136		
+ERP131546	ERX6235615	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286416	SAMEA9563676	Illumina HiSeq 2500			ERR6609135		
+ERP131546	ERX6235614	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286415	SAMEA9563675	Illumina HiSeq 2500			ERR6609134		
+ERP131546	ERX6235613	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286414	SAMEA9563674	Illumina HiSeq 2500			ERR6609133		
+ERP131546	ERX6235612	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286413	SAMEA9563673	Illumina HiSeq 2500			ERR6609132		
+ERP131546	ERX6235611	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286412	SAMEA9563672	Illumina HiSeq 2500			ERR6609131		
+ERP131546	ERX6235610	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286411	SAMEA9563671	Illumina HiSeq 2500			ERR6609130		
+ERP131546	ERX6235609	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286410	SAMEA9563670	Illumina HiSeq 2500			ERR6609129		
+ERP131546	ERX6235608	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286409	SAMEA9563669	Illumina HiSeq 2500			ERR6609128		
+ERP131546	ERX6235607	Illumina HiSeq 2500 sequencing	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	PCR	ERS7286408	SAMEA9563667	Illumina HiSeq 2500			ERR6609127		
+SRP405359	SRX18082254	GSM6697086: Patient61; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586208	GSM6697086	Illumina HiSeq 4000	31947164	4047815431	SRR22102209	31947164	9648043528
+SRP405359	SRX18082253	GSM6697085: Patient60; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586207	GSM6697085	Illumina HiSeq 4000	38555712	4842551626	SRR22102210	38555712	11643825024
+SRP405359	SRX18082252	GSM6697084: Patient59; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586206	GSM6697084	Illumina HiSeq 4000	42085416	5272334669	SRR22102211	42085416	12709795632
+SRP405359	SRX18082251	GSM6697083: Patient58; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586205	GSM6697083	Illumina HiSeq 4000	34410281	4332064189	SRR22102212	34410281	10391904862
+SRP405359	SRX18082250	GSM6697082: Patient57; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586204	GSM6697082	Illumina HiSeq 4000	44202589	5772115042	SRR22102213	44202589	13349181878
+SRP405359	SRX18082249	GSM6697081: Patient56; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586203	GSM6697081	Illumina HiSeq 4000	56761858	7188373175	SRR22102214	56761858	17142081116
+SRP405359	SRX18082248	GSM6697080: Patient55; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586202	GSM6697080	Illumina HiSeq 4000	43007557	5497362360	SRR22102215	43007557	12988282214
+SRP405359	SRX18082247	GSM6697079: Patient54; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586201	GSM6697079	Illumina HiSeq 4000	28729299	3849047462	SRR22102216	28729299	8676248298
+SRP405359	SRX18082246	GSM6697078: Patient53; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586200	GSM6697078	Illumina HiSeq 4000	27758639	3690700827	SRR22102217	27758639	8383108978
+SRP405359	SRX18082245	GSM6697077: Patient52; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586199	GSM6697077	Illumina HiSeq 4000	31064684	3939177209	SRR22102218	31064684	9381534568
+SRP405359	SRX18082244	GSM6697076: Patient51; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586198	GSM6697076	Illumina HiSeq 4000	31505467	3987918246	SRR22102219	31505467	9514651034
+SRP405359	SRX18082243	GSM6697075: Patient50; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586197	GSM6697075	Illumina HiSeq 4000	34426584	4334042951	SRR22102220	34426584	10396828368
+SRP405359	SRX18082242	GSM6697074: Patient49; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586196	GSM6697074	Illumina HiSeq 4000	26673393	3340287227	SRR22102221	26673393	8055364686
+SRP405359	SRX18082241	GSM6697073: Patient48; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586195	GSM6697073	Illumina HiSeq 4000	30867031	3993026607	SRR22102222	30867031	9321843362
+SRP405359	SRX18082240	GSM6697072: Patient47; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586194	GSM6697072	Illumina HiSeq 4000	35322031	4433071306	SRR22102223	35322031	10667253362
+SRP405359	SRX18082239	GSM6697071: Patient46; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586193	GSM6697071	Illumina HiSeq 4000	33009330	4158400585	SRR22102224	33009330	9968817660
+SRP405359	SRX18082238	GSM6697070: Patient45; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586192	GSM6697070	Illumina HiSeq 4000	28983658	3897067912	SRR22102225	28983658	8753064716
+SRP405359	SRX18082237	GSM6697069: Patient44; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586191	GSM6697069	Illumina HiSeq 4000	40190178	5163897011	SRR22102226	40190178	12137433756
+SRP405359	SRX18082236	GSM6697068: Patient43; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586190	GSM6697068	Illumina HiSeq 4000	35262046	4493047289	SRR22102227	35262046	10649137892
+SRP405359	SRX18082235	GSM6697067: Patient42; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586189	GSM6697067	Illumina HiSeq 4000	40585471	5143646051	SRR22102228	40585471	12256812242
+SRP405359	SRX18082234	GSM6697066: Patient41; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586188	GSM6697066	Illumina HiSeq 4000	33942412	4490395870	SRR22102229	33942412	10250608424
+SRP405359	SRX18082233	GSM6697065: Patient40; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586187	GSM6697065	Illumina HiSeq 4000	32781382	4058331783	SRR22102230	32781382	9899977364
+SRP405359	SRX18082232	GSM6697064: Patient39; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586186	GSM6697064	Illumina HiSeq 4000	40942797	5093355659	SRR22102231	40942797	12364724694
+SRP405359	SRX18082231	GSM6697063: Patient38; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586185	GSM6697063	Illumina HiSeq 4000	38192324	4768475078	SRR22102232	38192324	11534081848
+SRP405359	SRX18082230	GSM6697062: Patient37; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586184	GSM6697062	Illumina HiSeq 4000	36365508	4568980294	SRR22102233	36365508	10982383416
+SRP405359	SRX18082229	GSM6697061: Patient36; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586183	GSM6697061	Illumina HiSeq 4000	30158877	3917819621	SRR22102234	30158877	9107980854
+SRP405359	SRX18082228	GSM6697060: Patient35; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586182	GSM6697060	Illumina HiSeq 4000	34297360	4265438881	SRR22102235	34297360	10357802720
+SRP405359	SRX18082227	GSM6697059: Patient34; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586181	GSM6697059	Illumina HiSeq 4000	37925806	4699958650	SRR22102236	37925806	11453593412
+SRP405359	SRX18082226	GSM6697058: Patient33; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586180	GSM6697058	Illumina HiSeq 4000	33308463	4383553950	SRR22102237	33308463	10059155826
+SRP405359	SRX18082225	GSM6697057: Patient32; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586179	GSM6697057	Illumina HiSeq 4000	34658814	4360066537	SRR22102238	34658814	10466961828
+SRP405359	SRX18082224	GSM6697056: Patient31; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586178	GSM6697056	Illumina HiSeq 4000	16274738	2021803534	SRR22102239	16274738	4914970876
+SRP405359	SRX18082223	GSM6697055: Patient30; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586177	GSM6697055	Illumina HiSeq 4000	39401509	4920729499	SRR22102240	39401509	11899255718
+SRP405359	SRX18082222	GSM6697054: Patient29; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586176	GSM6697054	Illumina HiSeq 4000	39659987	5262172617	SRR22102241	39659987	11977316074
+SRP405359	SRX18082221	GSM6697053: Patient28; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586175	GSM6697053	Illumina HiSeq 4000	32460742	4035027222	SRR22102242	32460742	9803144084
+SRP405359	SRX18082220	GSM6697052: Patient27; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS15586174	GSM6697052	Illumina HiSeq 4000	39137332	4888152280	SRR22102243	39137332	11819474264
Binary file test-data/test_01_histogram1.jpg has changed
Binary file test-data/test_01_histogram2.jpg has changed
Binary file test-data/test_01_histogram3.jpg has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_01_stats.txt	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,41 @@
+
+  Statistics for the search query:
+  =================================
+  Number of unique studies: 7
+  Number of unique experiments: 100
+  Number of unique runs: 100
+  Number of unique samples: 100
+  Mean base count of samples: 9247829385.671
+  Median base count of samples: 8383108978.000
+  Sample base count standard deviation: 4445810003.504
+  Date range: 
+	  2022-11:  100
+
+  Organisms: 
+	  Homo sapiens:  100
+
+  Platform: 
+	  ILLUMINA:  100
+
+  Library strategy: 
+	  RNA-Seq:  100
+
+  Library source: 
+	  TRANSCRIPTOMIC:  100
+
+  Library selection: 
+	  PCR:  36
+	  cDNA:  64
+
+  Library layout: 
+	  PAIRED:  73
+	  SINGLE:  27
+
+
+  Sequencing instrument:
+          35 Illumina HiSeq 2500
+          35 Illumina HiSeq 4000
+          30 Illumina NovaSeq 6000
+
+  Query keyworkds: cancer
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_02.tabular	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,2 @@
+study_accession	experiment_accession	experiment_title	sample_taxon_id	sample_scientific_name	experiment_library_strategy	experiment_library_source	experiment_library_selection	sample_accession	sample_alias	experiment_instrument_model	pool_member_spots	run_1_size	run_1_accession	run_1_total_spots	run_1_total_bases
+SRP405661	SRX18108950	Whole-genome amplification using Ampli1 of CRC28-TP-Lgr5-7 followed by whole-genome sequencing	9606	Homo sapiens	WGA	GENOMIC SINGLE CELL	PCR	SRS15611831	SC44-TP-Lgr5-7	Illumina NovaSeq 6000	85324861	8311782177	SRR22129228	85324861	25768108022
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_02_stats.txt	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,37 @@
+
+  Statistics for the search query:
+  =================================
+  Number of unique studies: 1
+  Number of unique experiments: 1
+  Number of unique runs: 1
+  Number of unique samples: 1
+  Mean base count of samples: 25768108022.000
+  Median base count of samples: 25768108022.000
+  Sample base count standard deviation: nan
+  Date range: 
+	  2022-11:  1
+
+  Organisms: 
+	  Homo sapiens:  1
+
+  Platform: 
+	  ILLUMINA:  1
+
+  Library strategy: 
+	  WGA:  1
+
+  Library source: 
+	  GENOMIC SINGLE CELL:  1
+
+  Library selection: 
+	  PCR:  1
+
+  Library layout: 
+	  PAIRED:  1
+
+
+  Sequencing instrument:
+           1 Illumina NovaSeq 6000
+
+  Query keyworkds: colorectal cancer
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_03.tabular	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,51 @@
+run_accession	description
+DRR013000	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013001	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013002	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013003	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013004	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013005	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013006	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013007	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013008	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013009	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013010	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013011	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013012	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013013	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+DRR013014	Illumina Genome Analyzer IIx sequencing; Mutation profiles in inflamed gastric epithelium with Helicobacter pylori infection during the development of gastric cancer.
+ERR166302	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166303	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166304	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166305	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166306	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166307	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166308	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166309	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166310	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166311	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166312	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166313	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166314	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166315	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166316	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166317	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166318	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166319	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166320	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166321	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166322	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166323	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166324	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166325	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166326	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166327	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166328	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166329	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166330	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166331	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166332	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166333	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166334	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166335	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
+ERR166336	Illumina Genome Analyzer II paired end sequencing; Whole exome sequencing suggests much of non BRCA1/BRCA2 familial breast cancer is due to moderate and low penetrance susceptibility alleles.
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_03.txt	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,36 @@
+
+  Statistics for the search query:
+  =================================
+  Number of unique studies: 2
+  Number of unique experiments: 50
+  Number of unique runs: 50
+  Number of unique samples: 33
+  Mean base count of samples: 4578793656.560
+  Median base count of samples: 4764134876.000
+  Sample base count standard deviation: 734903723.447
+  Date range: 
+	  2013-08:  35
+	  2014-12:  15
+
+  Organisms: 
+	  Homo sapiens:  50
+
+  Platform: 
+	  ILLUMINA:  50
+
+  Library strategy: 
+	  WXS:  50
+
+  Library source: 
+	  GENOMIC:  50
+
+  Library selection: 
+	  RANDOM:  50
+
+  Library layout: 
+	  PAIRED:  50
+
+
+
+  Query keyworkds: cancer
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_04.tabular	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,17 @@
+study_accession	experiment_accession	experiment_title	sample_taxon_id	sample_scientific_name	experiment_library_strategy	experiment_library_source	experiment_library_selection	sample_accession	sample_alias	experiment_instrument_model	pool_member_spots	run_1_size	run_1_accession	run_1_total_spots	run_1_total_bases
+ERP124756	ERX4648078	Illumina HiSeq 4000 paired end sequencing	749906	gut metagenome	AMPLICON	METAGENOMIC	PCR	ERS5259723	SAMEA7503087	Illumina HiSeq 4000	173663	56058305	ERR4778259	173663	99683370
+ERP124756	ERX4648028	Illumina HiSeq 4000 paired end sequencing	749906	gut metagenome	AMPLICON	METAGENOMIC	PCR	ERS5259673	SAMEA7503037	Illumina HiSeq 4000	173099	53076773	ERR4778209	173099	99532489
+ERP124756	ERX4648027	Illumina HiSeq 4000 paired end sequencing	749906	gut metagenome	AMPLICON	METAGENOMIC	PCR	ERS5259672	SAMEA7503036	Illumina HiSeq 4000	173338	52865525	ERR4778208	173338	99669968
+SRP341852	SRX12665402	16S sequencing of interdigital skin swab from sheep	1338477	skin metagenome	AMPLICON	METAGENOMIC	PCR	SRS10618044	Sheep skin microbiome	Illumina MiSeq	166958	64367895	SRR16387857	166958	100324236
+SRP117119	SRX11222252	16s sequencing of stool	408170	human gut metagenome	AMPLICON	METAGENOMIC	PCR	SRS9254173	UMB23_10.1	HiSeq X Ten	286384	65801055	SRR14907840	286384	100234400
+DRP007056	DRX162766	Illumina MiSeq sequencing of SAMD00164285	527639	wastewater metagenome	AMPLICON	METAGENOMIC	PCR	DRS174917	SAMD00164285	Illumina MiSeq	336318	46757340	DRR172154	336318	100373320
+SRP276298	SRX8896576	16S_rRNA_metagenome_blood_chickens	256318	metagenome	AMPLICON	METAGENOMIC	PCR	SRS7155476	81_buffy  coat_14dpi	Illumina MiSeq	166389	55327914	SRR12398266	166389	99833400
+SRP276298	SRX8896560	16S_rRNA_metagenome_blood_chickens	256318	metagenome	AMPLICON	METAGENOMIC	PCR	SRS7155460	45_buffy  coat_7dpi	Illumina MiSeq	165929	57268691	SRR12398282	165929	99557400
+ERP112563	ERX2987278	Illumina MiSeq sequencing; qiita_ptid_5663:12056.4499LW0042	870726	food metagenome	OTHER	METAGENOMIC	PCR	ERS2958743	SAMEA5151002	Illumina MiSeq	339262	53039991	ERR2984706	339262	100082290
+ERP114115	ERX3224980	Illumina MiSeq paired end sequencing	1510822	pig gut metagenome	AMPLICON	METAGENOMIC	PCR	ERS3201120	SAMEA5394763	Illumina MiSeq	165654	68047601	ERR3197204	165654	99532834
+SRP192618	SRX5687626	Whole Population Sequencing of Escherchia Coli Cultures Evolved to Withstand Starvation	562	Escherichia coli	WGA	METAGENOMIC	RANDOM	SRS4627531	SampleM2_T700_P116	NextSeq 500	330161	41707500	SRR8901618	330161	99708622
+SRP184350	SRX5345728	16SrRNS gene amplicon by Illumina miseq:  Humpback whale blow	1850221	respiratory tract metagenome	AMPLICON	METAGENOMIC	PCR	SRS4337512	37_S47_L001	Illumina MiSeq	182446	52474806	SRR8543521	182446	99871728
+SRP184350	SRX5345692	16SrRNS gene amplicon by Illumina miseq:  Humpback whale blow	1850221	respiratory tract metagenome	AMPLICON	METAGENOMIC	PCR	SRS4337478	45_S31_L001	Illumina MiSeq	188922	51993718	SRR8543557	188922	100140147
+SRP184350	SRX5345678	16SrRNS gene amplicon by Illumina miseq:  Humpback whale blow	1850221	respiratory tract metagenome	AMPLICON	METAGENOMIC	PCR	SRS4337464	23_S30_L001	Illumina MiSeq	185157	52670220	SRR8543571	185157	100079103
+SRP168493	SRX5027285	DNA-Seq of diel  tents	561	Escherichia	WGS	METAGENOMIC	unspecified	SRS4058709	VostokTent3Time12S67	Illumina MiSeq	545114	69214545	SRR8208050	545114	99804019
+SRP117119	SRX3169990		408170	human gut metagenome	AMPLICON	METAGENOMIC	PCR	SRS2500000	UMB07_09	Illumina MiSeq	284791	64753277	SRR6018546	284791	99676850
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_04.txt	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,65 @@
+
+  Statistics for the search query:
+  =================================
+  Number of unique studies: 10
+  Number of unique experiments: 16
+  Number of unique runs: 16
+  Number of unique samples: 16
+  Mean base count of samples: 99881511.000
+  Median base count of samples: 99818709.500
+  Sample base count standard deviation: 285342.123
+  Date range: 
+	  2017-09:  1
+	  2018-12:  1
+	  2019-04:  3
+	  2019-05:  1
+	  2019-11:  1
+	  2020-04:  1
+	  2020-10:  2
+	  2021-03:  1
+	  2021-06:  1
+	  2021-10:  1
+	  2022-05:  3
+
+  Organisms: 
+	  Escherichia:  1
+	  Escherichia coli:  1
+	  food metagenome:  1
+	  gut metagenome:  3
+	  human gut metagenome:  2
+	  metagenome:  2
+	  pig gut metagenome:  1
+	  respiratory tract metagenome:  3
+	  skin metagenome:  1
+	  wastewater metagenome:  1
+
+  Platform: 
+	  ILLUMINA:  16
+
+  Library strategy: 
+	  AMPLICON:  13
+	  OTHER:  1
+	  WGA:  1
+	  WGS:  1
+
+  Library source: 
+	  METAGENOMIC:  16
+
+  Library selection: 
+	  PCR:  14
+	  RANDOM:  1
+	  unspecified:  1
+
+  Library layout: 
+	  PAIRED:  13
+	  SINGLE:  3
+
+
+  Sequencing instrument:
+           1 HiSeq X Ten
+           3 Illumina HiSeq 4000
+          11 Illumina MiSeq
+           1 NextSeq 500
+
+  Query keyworkds: escherichia
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_05.tabular	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,44 @@
+study_accession	experiment_accession	experiment_title	sample_taxon_id	sample_scientific_name	experiment_library_strategy	experiment_library_source	experiment_library_selection	sample_accession	sample_alias	experiment_instrument_model	pool_member_spots	run_1_size	run_1_accession	run_1_total_spots	run_1_total_bases
+SRP364041	SRX14464490	GSM5953857: MHCC97H_RNC-nanopore; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS12267183	GSM5953857	MinION	1079264	948584405	SRR18327309	1079264	1033957555
+SRP362338	SRX14360489	GSM5931556: SUP-M2; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS12174011	GSM5931556	MinION	2037577	798137655	SRR18213996	2037577	924315795
+SRP362338	SRX14360488	GSM5931555: COST; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS12174010	GSM5931555	MinION	899727	338675907	SRR18213997	899727	392469322
+SRP362338	SRX14360487	GSM5931554: Karpas; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS12174009	GSM5931554	MinION	1734198	629115600	SRR18213998	1734198	726162043
+SRP362338	SRX14360486	GSM5931553: SU-DHL-1; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS12174008	GSM5931553	MinION	1473477	647839329	SRR18213999	1473477	752499298
+SRP344552	SRX12970590	GSM5671082: Drug3; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS10911457	GSM5671082	MinION	3595302	4029747451	SRR16770676	3595302	4470158434
+SRP344552	SRX12970589	GSM5671081: Drug2; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS10911454	GSM5671081	MinION	4697490	5001236478	SRR16770675	4697490	5548374559
+SRP344552	SRX12970588	GSM5671080: Drug1; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS10911453	GSM5671080	MinION	5082186	5461712070	SRR16770674	5082186	6059224616
+SRP344552	SRX12970587	GSM5671079: Con3; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS10911456	GSM5671079	MinION	3938013	4457987427	SRR16770673	3938013	4946233812
+SRP344552	SRX12970586	GSM5671078: Con2; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS10911455	GSM5671078	MinION	6211419	6541587648	SRR16770672	6211419	7258960045
+SRP344552	SRX12970585	GSM5671077: Con1; Homo sapiens; RNA-Seq	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS10911452	GSM5671077	MinION	4391012	5030059285	SRR16770671	4391012	5584530949
+SRP327036	SRX11355633	The cDNA reads of HT-1376 treated with IFN beta generated by Nanopore GridION long-read sequencer	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS9402525	HT1376_IFNB	GridION	4131387	4053455556	SRR15045003	4131387	4462607152
+SRP327036	SRX11355632	The cDNA reads of HT-1376 generated by Nanopore GridION long-read sequencer	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS9402523	HT1376_mock	GridION	5248704	4711063243	SRR15045004	5248704	5213662036
+SRP327036	SRX11355631	The cDNA reads of A549 treated with IFN beta generated by Nanopore GridION long-read sequencer	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS9402524	A549_IFNB	GridION	4068179	4137656943	SRR15045005	4068179	4562233232
+SRP327036	SRX11355630	The cDNA reads of A549 generated by Nanopore GridION long-read sequencer	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS9402522	A549_mock	GridION	5439422	5712690623	SRR15045006	5439422	6304165733
+DRP006784	DRX218802	MinION sequencing of SAMD00226213	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165690	SAMD00226213	MinION	3366513	2119221526	DRR228538	3366513	2773299827
+DRP006784	DRX218801	MinION sequencing of SAMD00226212	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165689	SAMD00226212	MinION	3306271	2339482009	DRR228537	3306271	3050184097
+DRP006784	DRX218800	MinION sequencing of SAMD00226211	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165688	SAMD00226211	MinION	3164764	2330757868	DRR228536	3164764	3065025046
+DRP006784	DRX218799	MinION sequencing of SAMD00226210	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165687	SAMD00226210	MinION	2527678	1876736359	DRR228535	2527678	2468871702
+DRP006784	DRX218798	MinION sequencing of SAMD00226209	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165686	SAMD00226209	MinION	4021818	4405996086	DRR228534	4021818	5482507325
+DRP006784	DRX218797	MinION sequencing of SAMD00226208	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165685	SAMD00226208	MinION	3525069	4791720545	DRR228533	3525069	6090073534
+DRP006784	DRX218796	MinION sequencing of SAMD00226207	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165684	SAMD00226207	MinION	3782177	5013672301	DRR228532	3782177	6130029268
+DRP006784	DRX218795	MinION sequencing of SAMD00226206	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165683	SAMD00226206	MinION	3796960	5722906607	DRR228531	3796960	7162516555
+DRP006784	DRX218794	MinION sequencing of SAMD00226205	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165682	SAMD00226205	MinION	3910088	4834546257	DRR228530	3910088	5957220765
+DRP006784	DRX218793	MinION sequencing of SAMD00226204	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165681	SAMD00226204	MinION	3734261	4600135570	DRR228529	3734261	5711643212
+DRP006784	DRX218792	MinION sequencing of SAMD00226203	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165680	SAMD00226203	MinION	3694667	4894141426	DRR228528	3694667	6101767665
+DRP006784	DRX218791	MinION sequencing of SAMD00226202	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165679	SAMD00226202	MinION	3248921	4589391538	DRR228527	3248921	5623410669
+DRP006784	DRX218790	MinION sequencing of SAMD00226201	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165678	SAMD00226201	MinION	4333762	5077321032	DRR228526	4333762	6303451503
+DRP006784	DRX218789	MinION sequencing of SAMD00226200	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165677	SAMD00226200	MinION	4264033	5807197866	DRR228525	4264033	7288691756
+DRP006784	DRX218788	MinION sequencing of SAMD00226199	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165676	SAMD00226199	MinION	3941718	5874313289	DRR228524	3941718	7452048411
+DRP006784	DRX218787	MinION sequencing of SAMD00226198	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165675	SAMD00226198	MinION	3778281	5002152144	DRR228523	3778281	6388850159
+DRP006784	DRX218786	MinION sequencing of SAMD00226197	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165674	SAMD00226197	MinION	4472949	5299905442	DRR228522	4472949	6535575850
+DRP006784	DRX218785	MinION sequencing of SAMD00226196	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165673	SAMD00226196	MinION	2319979	2725613781	DRR228521	2319979	3333376869
+DRP006784	DRX218784	MinION sequencing of SAMD00226195	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165672	SAMD00226195	MinION	4076481	5395052714	DRR228520	4076481	6750854750
+DRP006784	DRX218783	MinION sequencing of SAMD00226194	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165671	SAMD00226194	MinION	4427220	6549721894	DRR228519	4427220	8248195300
+DRP006784	DRX218782	MinION sequencing of SAMD00226193	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165670	SAMD00226193	MinION	2864884	4504239069	DRR228518	2864884	5773222991
+DRP006784	DRX218781	MinION sequencing of SAMD00226192	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165669	SAMD00226192	MinION	994111	1272105387	DRR228517	994111	1451773725
+DRP006784	DRX218780	MinION sequencing of SAMD00226191	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS165668	SAMD00226191	MinION	3799001	4636674066	DRR228516	3799001	5670567152
+SRP254471	SRX9103576	RNA seqencing of A375 cell line sensitive to BRAF inhibitor	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS6395584	A375 S	MinION			SRR12620695		
+SRP254471	SRX9103575	RNA seqencing of A375 cell line resistant to BRAF inhibitor	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	SRS6395583	A375 R	MinION			SRR12620696		
+DRP005565	DRX165666	MinION sequencing of SAMD00169379	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS138540	SAMD00169379	MinION	3164290	3676429048	DRR175098	3164290	4533271547
+DRP005565	DRX165665	MinION sequencing of SAMD00169378	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS138539	SAMD00169378	MinION	2863544	3853899018	DRR175097	2863544	4944525742
+DRP005565	DRX165664	MinION sequencing of SAMD00169377	9606	Homo sapiens	RNA-Seq	TRANSCRIPTOMIC	cDNA	DRS138538	SAMD00169377	MinION	3765322	4395067967	DRR175096	3765322	5403685814
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_05_stats.txt	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,44 @@
+
+  Statistics for the search query:
+  =================================
+  Number of unique studies: 7
+  Number of unique experiments: 43
+  Number of unique runs: 43
+  Number of unique samples: 43
+  Mean base count of samples: 4827663312.561
+  Median base count of samples: 5548374559.000
+  Sample base count standard deviation: 2091645973.144
+  Date range: 
+	  2020-05:  3
+	  2020-12:  23
+	  2021-11:  6
+	  2022-04:  2
+	  2022-05:  4
+	  2022-06:  1
+	  2022-08:  4
+
+  Organisms: 
+	  Homo sapiens:  43
+
+  Platform: 
+	  OXFORD_NANOPORE:  43
+
+  Library strategy: 
+	  RNA-Seq:  43
+
+  Library source: 
+	  TRANSCRIPTOMIC:  43
+
+  Library selection: 
+	  cDNA:  43
+
+  Library layout: 
+	  SINGLE:  43
+
+
+  Sequencing instrument:
+           4 GridION
+          39 MinION
+
+  Query keyworkds: cancer
+
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_06.tabular	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,21 @@
+study_accession	experiment_accession	experiment_title	sample_taxon_id	sample_scientific_name	experiment_library_strategy	experiment_library_source	experiment_library_selection	sample_accession	sample_alias	experiment_instrument_model	pool_member_spots	run_1_size	run_1_accession	run_1_total_spots	run_1_total_bases	experiment_alias	experiment_base_coord	experiment_center_name	experiment_external_id	experiment_library_construction_protocol	experiment_library_name	experiment_platform	experiment_read_class	experiment_read_index	experiment_read_type	experiment_sample_descriptor_accession	experiment_sample_descriptor_refcenter	experiment_sample_descriptor_refname	experiment_spot_length	library_layout	pool_external_id	pool_member_accession	pool_member_bases	pool_member_member_name	pool_member_organism	pool_member_sample_name	pool_member_sample_title	pool_member_tax_id	run_1_alias	run_1_base_A_count	run_1_base_C_count	run_1_base_G_count	run_1_base_N_count	run_1_base_T_count	run_1_center_name	run_1_cloudfile_1_filetype	run_1_cloudfile_1_location	run_1_cloudfile_1_provider	run_1_cloudfile_2_filetype	run_1_cloudfile_2_location	run_1_cloudfile_2_provider	run_1_cluster_name	run_1_database_1	run_1_has_taxanalysis	run_1_is_public	run_1_load_done	run_1_published	run_1_srafile_1_alternative_1_access_type	run_1_srafile_1_alternative_1_free_egress	run_1_srafile_1_alternative_1_org	run_1_srafile_1_alternative_1_url	run_1_srafile_1_alternative_2_access_type	run_1_srafile_1_alternative_2_free_egress	run_1_srafile_1_alternative_2_org	run_1_srafile_1_alternative_2_url	run_1_srafile_1_alternative_3_access_type	run_1_srafile_1_alternative_3_free_egress	run_1_srafile_1_alternative_3_org	run_1_srafile_1_alternative_3_url	run_1_srafile_1_cluster	run_1_srafile_1_date	run_1_srafile_1_filename	run_1_srafile_1_md5	run_1_srafile_1_semantic_name	run_1_srafile_1_size	run_1_srafile_1_sratoolkit	run_1_srafile_1_supertype	run_1_srafile_1_url	run_1_static_data_available	run_1_total_base_count	run_1_total_base_cs_native	run_set_bases	run_set_bytes	run_set_runs	run_set_spots	sample_attributes_1_tag	sample_attributes_1_value	sample_attributes_2_tag	sample_attributes_2_value	sample_attributes_3_tag	sample_attributes_3_value	sample_attributes_4_tag	sample_attributes_4_value	sample_attributes_5_tag	sample_attributes_5_value	sample_attributes_6_tag	sample_attributes_6_value	sample_description	sample_external_id_1	sample_external_id_1_namespace	sample_title	study_alias	study_center_name	study_center_project_name	study_external_id_1	study_external_id_1_namespace	study_study_abstract	study_study_title	study_study_type_existing_study_type	submission_accession	submission_alias	submission_center_name	submission_lab_name
+DRP008863	DRX234163	NextSeq 500 sequencing of SAMD00246673	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250781	SAMD00246673	NextSeq 500	10077080	321156005	DRR244366	10077080	841466642	DRX234163	1	CHUBU	SAMD00246673	TruSeq RNA library prep kit v2	myb_Salt_r3	ILLUMINA	Application Read	0	Forward	DRS250781	CHUBU	DRS250781	86	SINGLE	SAMD00246673	DRS250781	841466642		Arabidopsis thaliana	SAMD00246673	myb3r135_7DAG_24h salt treatment	3702	DRR244366	217241699	205753833	200326567	2134	218142409	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""10077080"" /><Elements count=""841466642"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244366/DRR244366	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244366/DRR244366.1					public	2022-08-10 12:33:09	DRR244366	e53a7eb58a9113079018a4305e449613	run	321157826	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244366/DRR244366	1	841466642	false	841466642	321156005	1	10077080	sample_name	myb3r135_salt24h	age	8 day old	genotype	myb3r1 myb3r3 myb3r3 triple mutant	tissue_type	whole seedling	treatment	150 mM NaCl for 24 hours	ecotype	Columbia	myb3r1 myb3r3 myb3r5 seedlings were treated with 150 mM NaCl for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246673	BioSample	myb3r135_7DAG_24h salt treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008863	DRX234162	NextSeq 500 sequencing of SAMD00246672	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250780	SAMD00246672	NextSeq 500	12707941	417558824	DRR244365	12707941	1061050593	DRX234162	1	CHUBU	SAMD00246672	TruSeq RNA library prep kit v2	myb_Cont_r3	ILLUMINA	Application Read	0	Forward	DRS250780	CHUBU	DRS250780	86	SINGLE	SAMD00246672	DRS250780	1061050593		Arabidopsis thaliana	SAMD00246672	myb3r135_7DAG_24h control treatment	3702	DRR244365	272077671	262904885	253228390	4518	272835129	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""12707941"" /><Elements count=""1061050593"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244365/DRR244365	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244365/DRR244365	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244365/DRR244365.1	public	2022-08-10 12:33:30	DRR244365	322190ad0855f3a4a4060ff3d1a41f5a	run	417560652	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244365/DRR244365	1	1061050593	false	1061050593	417558824	1	12707941	sample_name	myb3r135_mock	age	8 day old	genotype	myb3r1 myb3r3 myb3r3 triple mutant	tissue_type	whole seedling	treatment	mock	ecotype	Columbia	myb3r1 myb3r3 myb3r5 seedlings were mock-treated for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246672	BioSample	myb3r135_7DAG_24h control treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008863	DRX234161	NextSeq 500 sequencing of SAMD00246671	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250779	SAMD00246671	NextSeq 500	10833863	353509516	DRR244364	10833863	904596684	DRX234161	1	CHUBU	SAMD00246671	TruSeq RNA library prep kit v2	Col_Salt_r3	ILLUMINA	Application Read	0	Forward	DRS250779	CHUBU	DRS250779	86	SINGLE	SAMD00246671	DRS250779	904596684		Arabidopsis thaliana	SAMD00246671	Col_7DAG_24h salt treatment	3702	DRR244364	232350490	223066154	214906934	3709	234269397	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""10833863"" /><Elements count=""904596684"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244364/DRR244364	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244364/DRR244364	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244364/DRR244364.1	public	2022-08-10 12:34:37	DRR244364	2dca09477e6e5ca21d0edb28096b342b	run	353511343	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244364/DRR244364	1	904596684	false	904596684	353509516	1	10833863	sample_name	Col_salt24h	age	8 day old	genotype	wild type	tissue_type	whole seedling	treatment	150 mM NaCl for 24 hours	ecotype	Columbia	Wild type Col seedlings were treated with 150 mM NaCl for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246671	BioSample	Col_7DAG_24h salt treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008863	DRX234160	NextSeq 500 sequencing of SAMD00246670	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250778	SAMD00246670	NextSeq 500	15198010	496240398	DRR244363	15198010	1269137186	DRX234160	1	CHUBU	SAMD00246670	TruSeq RNA library prep kit v2	Col_Cont_r3	ILLUMINA	Application Read	0	Forward	DRS250778	CHUBU	DRS250778	86	SINGLE	SAMD00246670	DRS250778	1269137186		Arabidopsis thaliana	SAMD00246670	Col_7DAG_24h control treatment	3702	DRR244363	319500778	318763054	309759268	5446	321108640	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""15198010"" /><Elements count=""1269137186"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244363/DRR244363	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244363/DRR244363	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244363/DRR244363.1	public	2022-08-10 12:34:15	DRR244363	62954dc65f8f20d1091d4e493f636ee7	run	496242221	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244363/DRR244363	1	1269137186	false	1269137186	496240398	1	15198010	sample_name	Col_mock	age	8 day old	genotype	wild type	tissue_type	whole seedling	treatment	mock	ecotype	Columbia	Wild type Col seedlings were mock-treated for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246670	BioSample	Col_7DAG_24h control treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008863	DRX234155	NextSeq 500 sequencing of SAMD00246673	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250781	SAMD00246673	NextSeq 500	8316950	266221232	DRR244358	8316950	694366365	DRX234155	1	CHUBU	SAMD00246673	TruSeq RNA library prep kit v2	myb_Salt_r2	ILLUMINA	Application Read	0	Forward	DRS250781	CHUBU	DRS250781	86	SINGLE	SAMD00246673	DRS250781	694366365		Arabidopsis thaliana	SAMD00246673	myb3r135_7DAG_24h salt treatment	3702	DRR244358	178628363	169140625	166285876	1730	180309771	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""8316950"" /><Elements count=""694366365"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244358/DRR244358	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244358/DRR244358	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244358/DRR244358.1	public	2022-08-10 12:33:52	DRR244358	144b6585d95d517844b5f2227e724f49	run	266223052	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244358/DRR244358	1	694366365	false	694366365	266221232	1	8316950	sample_name	myb3r135_salt24h	age	8 day old	genotype	myb3r1 myb3r3 myb3r3 triple mutant	tissue_type	whole seedling	treatment	150 mM NaCl for 24 hours	ecotype	Columbia	myb3r1 myb3r3 myb3r5 seedlings were treated with 150 mM NaCl for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246673	BioSample	myb3r135_7DAG_24h salt treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008863	DRX234154	NextSeq 500 sequencing of SAMD00246672	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250780	SAMD00246672	NextSeq 500	9237421	304819387	DRR244357	9237421	771273641	DRX234154	1	CHUBU	SAMD00246672	TruSeq RNA library prep kit v2	myb_Cont_r2	ILLUMINA	Application Read	0	Forward	DRS250780	CHUBU	DRS250780	86	SINGLE	SAMD00246672	DRS250780	771273641		Arabidopsis thaliana	SAMD00246672	myb3r135_7DAG_24h control treatment	3702	DRR244357	196991668	190316147	186820462	3267	197142097	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""9237421"" /><Elements count=""771273641"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244357/DRR244357	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244357/DRR244357.1					public	2022-08-10 12:33:32	DRR244357	d75cdc1c24e24453c00df2eee6e33832	run	304821209	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244357/DRR244357	1	771273641	false	771273641	304819387	1	9237421	sample_name	myb3r135_mock	age	8 day old	genotype	myb3r1 myb3r3 myb3r3 triple mutant	tissue_type	whole seedling	treatment	mock	ecotype	Columbia	myb3r1 myb3r3 myb3r5 seedlings were mock-treated for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246672	BioSample	myb3r135_7DAG_24h control treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008863	DRX234153	NextSeq 500 sequencing of SAMD00246671	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250779	SAMD00246671	NextSeq 500	11552257	378668250	DRR244356	11552257	964591478	DRX234153	1	CHUBU	SAMD00246671	TruSeq RNA library prep kit v2	Col_Salt_r2	ILLUMINA	Application Read	0	Forward	DRS250779	CHUBU	DRS250779	86	SINGLE	SAMD00246671	DRS250779	964591478		Arabidopsis thaliana	SAMD00246671	Col_7DAG_24h salt treatment	3702	DRR244356	246840721	238746807	231296067	4233	247703650	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""11552257"" /><Elements count=""964591478"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244356/DRR244356	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244356/DRR244356	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244356/DRR244356.1	public	2022-08-10 12:34:43	DRR244356	57bbcf263b0d81399b206a6e3f010175	run	378670075	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244356/DRR244356	1	964591478	false	964591478	378668250	1	11552257	sample_name	Col_salt24h	age	8 day old	genotype	wild type	tissue_type	whole seedling	treatment	150 mM NaCl for 24 hours	ecotype	Columbia	Wild type Col seedlings were treated with 150 mM NaCl for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246671	BioSample	Col_7DAG_24h salt treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008863	DRX234152	NextSeq 500 sequencing of SAMD00246670	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250778	SAMD00246670	NextSeq 500	12100266	394434917	DRR244355	12100266	1010182169	DRX234152	1	CHUBU	SAMD00246670	TruSeq RNA library prep kit v2	Col_Cont_r2	ILLUMINA	Application Read	0	Forward	DRS250778	CHUBU	DRS250778	86	SINGLE	SAMD00246670	DRS250778	1010182169		Arabidopsis thaliana	SAMD00246670	Col_7DAG_24h control treatment	3702	DRR244355	261049089	247945899	239968991	4319	261213871	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""12100266"" /><Elements count=""1010182169"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244355/DRR244355	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244355/DRR244355	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244355/DRR244355.1	public	2022-08-10 12:34:17	DRR244355	5c7510fdd468ef678734557b15e783dc	run	394436735	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244355/DRR244355	1	1010182169	false	1010182169	394434917	1	12100266	sample_name	Col_mock	age	8 day old	genotype	wild type	tissue_type	whole seedling	treatment	mock	ecotype	Columbia	Wild type Col seedlings were mock-treated for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246670	BioSample	Col_7DAG_24h control treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008863	DRX234147	NextSeq 500 sequencing of SAMD00246673	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250781	SAMD00246673	NextSeq 500	10997702	351845201	DRR244350	10997702	918306581	DRX234147	1	CHUBU	SAMD00246673	TruSeq RNA library prep kit v2	myb_Salt_r1	ILLUMINA	Application Read	0	Forward	DRS250781	CHUBU	DRS250781	86	SINGLE	SAMD00246673	DRS250781	918306581		Arabidopsis thaliana	SAMD00246673	myb3r135_7DAG_24h salt treatment	3702	DRR244350	236270140	225720983	218070765	2310	238242383	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""10997702"" /><Elements count=""918306581"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244350/DRR244350	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244350/DRR244350	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244350/DRR244350.1	public	2022-08-10 12:33:19	DRR244350	c90cca7fc022c2934d07262d4bf690bd	run	351847021	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244350/DRR244350	1	918306581	false	918306581	351845201	1	10997702	sample_name	myb3r135_salt24h	age	8 day old	genotype	myb3r1 myb3r3 myb3r3 triple mutant	tissue_type	whole seedling	treatment	150 mM NaCl for 24 hours	ecotype	Columbia	myb3r1 myb3r3 myb3r5 seedlings were treated with 150 mM NaCl for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246673	BioSample	myb3r135_7DAG_24h salt treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008863	DRX234146	NextSeq 500 sequencing of SAMD00246672	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250780	SAMD00246672	NextSeq 500	12921662	427189150	DRR244349	12921662	1078936294	DRX234146	1	CHUBU	SAMD00246672	TruSeq RNA library prep kit v2	myb_Cont_r1	ILLUMINA	Application Read	0	Forward	DRS250780	CHUBU	DRS250780	86	SINGLE	SAMD00246672	DRS250780	1078936294		Arabidopsis thaliana	SAMD00246672	myb3r135_7DAG_24h control treatment	3702	DRR244349	278515666	265806252	254431285	4443	280178648	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""12921662"" /><Elements count=""1078936294"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244349/DRR244349	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244349/DRR244349	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244349/DRR244349.1	public	2022-08-10 12:33:53	DRR244349	ec73564e4e4766c2540b267cd27f010d	run	427190973	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244349/DRR244349	1	1078936294	false	1078936294	427189150	1	12921662	sample_name	myb3r135_mock	age	8 day old	genotype	myb3r1 myb3r3 myb3r3 triple mutant	tissue_type	whole seedling	treatment	mock	ecotype	Columbia	myb3r1 myb3r3 myb3r5 seedlings were mock-treated for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246672	BioSample	myb3r135_7DAG_24h control treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008863	DRX234145	NextSeq 500 sequencing of SAMD00246671	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250779	SAMD00246671	NextSeq 500	12585531	415962802	DRR244348	12585531	1051121271	DRX234145	1	CHUBU	SAMD00246671	TruSeq RNA library prep kit v2	Col_Salt_r1	ILLUMINA	Application Read	0	Forward	DRS250779	CHUBU	DRS250779	86	SINGLE	SAMD00246671	DRS250779	1051121271		Arabidopsis thaliana	SAMD00246671	Col_7DAG_24h salt treatment	3702	DRR244348	262635693	266188310	257327118	4369	264965781	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""12585531"" /><Elements count=""1051121271"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244348/DRR244348	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244348/DRR244348	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244348/DRR244348.1	public	2022-08-10 12:34:44	DRR244348	659efbf7f61872ac6efc1a5cf8bde88f	run	415964627	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244348/DRR244348	1	1051121271	false	1051121271	415962802	1	12585531	sample_name	Col_salt24h	age	8 day old	genotype	wild type	tissue_type	whole seedling	treatment	150 mM NaCl for 24 hours	ecotype	Columbia	Wild type Col seedlings were treated with 150 mM NaCl for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246671	BioSample	Col_7DAG_24h salt treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008863	DRX234144	NextSeq 500 sequencing of SAMD00246670	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS250778	SAMD00246670	NextSeq 500	12814785	418969197	DRR244347	12814785	1070030618	DRX234144	1	CHUBU	SAMD00246670	TruSeq RNA library prep kit v2	Col_Cont_r1	ILLUMINA	Application Read	0	Forward	DRS250778	CHUBU	DRS250778	86	SINGLE	SAMD00246670	DRS250778	1070030618		Arabidopsis thaliana	SAMD00246670	Col_7DAG_24h control treatment	3702	DRR244347	276562745	262362352	253056511	5393	278043617	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""12814785"" /><Elements count=""1070030618"" /></Statistics></Table></Database>"	1	true	true	2022-08-10 12:31:34	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244347/DRR244347	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244347/DRR244347	gcp identity	gs.US	GCP	gs://sra-pub-run-2/sra/DRR244347/DRR244347.1	public	2022-08-10 12:34:53	DRR244347	2404780abb312680ae9bfcc4bb7c6b02	run	418971020	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR244347/DRR244347	1	1070030618	false	1070030618	418969197	1	12814785	sample_name	Col_mock	age	8 day old	genotype	wild type	tissue_type	whole seedling	treatment	mock	ecotype	Columbia	Wild type Col seedlings were mock-treated for 24 hours after grwon for 7 days on half-strength MS medium containing 2% sucrose under continuous light condition	SAMD00246670	BioSample	Col_7DAG_24h control treatment	DRP008863	CHUBU	Arabidopsis thaliana	PRJDB10553	BioProject	Three MYB3R proteins, MYB3R1, MYB3R3 and MYB3R5, are responsible for transcriptional repression of G2/M-specific genes to maintain their proper expression levels during cell cycle and plant development. Importantly, MYB3R repressors were found to be required for active growth repression under salt stress conditions. To understand the mechanisms of the MYB3R-mediated growth repression under salt stress, transcriptome analysis was performed for Arabidopsis seedlings treated with high concentration of NaCl continuously or transiently.	Roles of MYB3R repressors for gene expression changes under salt stress	Other	DRA010790	DRA010790	CHUBU	Chubu University
+DRP008429	DRX218758	NextSeq 500 sequencing of SAMD00227985	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS235491	SAMD00227985	NextSeq 500	11647755	416563035	DRR228494	11647755	1001706915	DRX218758	1	CHUBU	SAMD00227985	NEBNext Ultra DNA Library Prep Kit for Illumina	WT_12_3	ILLUMINA	Application Read	0	Forward	DRS235491	CHUBU	DRS235491	86	SINGLE	SAMD00227985	DRS235491	1001706915		Arabidopsis thaliana	SAMD00227985	WT_12	3702	DRR228494	263477176	240385788	238894690	2782	258946479	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""11647755"" /><Elements count=""1001706915"" /></Statistics></Table></Database>"	1	true	true	2022-04-12 12:22:14	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228494/DRR228494	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228494/DRR228494	gcp identity	gs.US	GCP	gs://sra-pub-run-9/DRR228494/DRR228494.1	public	2022-04-12 12:22:24	DRR228494	df1c218fb5016da9e2b40e598afa27c1	run	416564858	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228494/DRR228494	1	1001706915	false	1001706915	416563035	1	11647755	sample_name	WT_12	age	14-day-old	cold_stress_hours	12	collection_date	2019-06-24	genotype	wild type	tissue_type	whole seedlings	WT (Col-0) plants under the cold stress conditions for 12 hour from ZT2	SAMD00227985	BioSample	WT_12	DRP008429	CHUBU	Arabidopsis thaliana	PRJDB9852	BioProject	It was reported that CCA1 and LHY positively regulated the gene expression of DREB1A and DREB1C. In addition, we revealed that RVE4 and RVE8 directly activated the cold-inducible DREB1A expression. The cca1 lhy double mutant, rve4 rve8 double mutant (rve48), and cca1 lhy rve4 rve8 quadruple mutant (quad) plants were sensitive to the freezing stress. In order to comprehensively analyze downstream genes of RVE4/RVE8 and CCA1/LHY in the cold response, we conducted RNA sequence analyses. We used 14-day-old whole seedlings of wild type (Col-0), cca1 lhy, rve48 and quad mutant plants grown on GM agar plates under the normal growth conditions at ZT2 (2 h after dawn) and the cold stress conditions treated at 4°C for 3 h and 12 h. We have three biological replicates for this analysis.	RNAseq analyses of the multiple mutant plants of CCA1/LHY and RVE4/RVE8 under cold stresses	Transcriptome Analysis	DRA010211	DRA010211	CHUBU	Chubu University
+DRP008429	DRX218757	NextSeq 500 sequencing of SAMD00227984	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS235490	SAMD00227984	NextSeq 500	11660980	393314912	DRR228493	11660980	1002844280	DRX218757	1	CHUBU	SAMD00227984	NEBNext Ultra DNA Library Prep Kit for Illumina	WT_3_3	ILLUMINA	Application Read	0	Forward	DRS235490	CHUBU	DRS235490	86	SINGLE	SAMD00227984	DRS235490	1002844280		Arabidopsis thaliana	SAMD00227984	WT_3	3702	DRR228493	276494020	229709012	226372617	3566	270265065	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""11660980"" /><Elements count=""1002844280"" /></Statistics></Table></Database>"	1	true	true	2022-04-12 12:22:14	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228493/DRR228493	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228493/DRR228493	gcp identity	gs.US	GCP	gs://sra-pub-run-12/DRR228493/DRR228493.1	public	2022-04-12 12:21:46	DRR228493	7026f03462bd4be539d8b883238a201d	run	393316143	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228493/DRR228493	1	1002844280	false	1002844280	393314912	1	11660980	sample_name	WT_3	age	14-day-old	cold_stress_hours	3	collection_date	2019-06-24	genotype	wild type	tissue_type	whole seedlings	WT (Col-0) plants under the cold stress conditions for 3 hour from ZT2	SAMD00227984	BioSample	WT_3	DRP008429	CHUBU	Arabidopsis thaliana	PRJDB9852	BioProject	It was reported that CCA1 and LHY positively regulated the gene expression of DREB1A and DREB1C. In addition, we revealed that RVE4 and RVE8 directly activated the cold-inducible DREB1A expression. The cca1 lhy double mutant, rve4 rve8 double mutant (rve48), and cca1 lhy rve4 rve8 quadruple mutant (quad) plants were sensitive to the freezing stress. In order to comprehensively analyze downstream genes of RVE4/RVE8 and CCA1/LHY in the cold response, we conducted RNA sequence analyses. We used 14-day-old whole seedlings of wild type (Col-0), cca1 lhy, rve48 and quad mutant plants grown on GM agar plates under the normal growth conditions at ZT2 (2 h after dawn) and the cold stress conditions treated at 4°C for 3 h and 12 h. We have three biological replicates for this analysis.	RNAseq analyses of the multiple mutant plants of CCA1/LHY and RVE4/RVE8 under cold stresses	Transcriptome Analysis	DRA010211	DRA010211	CHUBU	Chubu University
+DRP008429	DRX218756	NextSeq 500 sequencing of SAMD00227983	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS235489	SAMD00227983	NextSeq 500	13273886	446774784	DRR228492	13273886	1141554196	DRX218756	1	CHUBU	SAMD00227983	NEBNext Ultra DNA Library Prep Kit for Illumina	WT_0_3	ILLUMINA	Application Read	0	Forward	DRS235489	CHUBU	DRS235489	86	SINGLE	SAMD00227983	DRS235489	1141554196		Arabidopsis thaliana	SAMD00227983	WT_0	3702	DRR228492	314772649	261248885	257960596	4002	307568064	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""13273886"" /><Elements count=""1141554196"" /></Statistics></Table></Database>"	1	true	true	2022-04-12 12:22:14	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228492/DRR228492	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228492/DRR228492	gcp identity	gs.US	GCP	gs://sra-pub-run-2/DRR228492/DRR228492.1	public	2022-04-12 12:22:55	DRR228492	353f78b468cdcdd42e512acf1f421059	run	446776014	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228492/DRR228492	1	1141554196	false	1141554196	446774784	1	13273886	sample_name	WT_0	age	14-day-old	cold_stress_hours	0	collection_date	2019-06-24	genotype	wild type	tissue_type	whole seedlings	WT (Col-0) plants under the normal growth conditions at 2 hour after dawn (ZT2)	SAMD00227983	BioSample	WT_0	DRP008429	CHUBU	Arabidopsis thaliana	PRJDB9852	BioProject	It was reported that CCA1 and LHY positively regulated the gene expression of DREB1A and DREB1C. In addition, we revealed that RVE4 and RVE8 directly activated the cold-inducible DREB1A expression. The cca1 lhy double mutant, rve4 rve8 double mutant (rve48), and cca1 lhy rve4 rve8 quadruple mutant (quad) plants were sensitive to the freezing stress. In order to comprehensively analyze downstream genes of RVE4/RVE8 and CCA1/LHY in the cold response, we conducted RNA sequence analyses. We used 14-day-old whole seedlings of wild type (Col-0), cca1 lhy, rve48 and quad mutant plants grown on GM agar plates under the normal growth conditions at ZT2 (2 h after dawn) and the cold stress conditions treated at 4°C for 3 h and 12 h. We have three biological replicates for this analysis.	RNAseq analyses of the multiple mutant plants of CCA1/LHY and RVE4/RVE8 under cold stresses	Transcriptome Analysis	DRA010211	DRA010211	CHUBU	Chubu University
+DRP008429	DRX218755	NextSeq 500 sequencing of SAMD00227982	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS235488	SAMD00227982	NextSeq 500	8875819	320965496	DRR228491	8875819	763320418	DRX218755	1	CHUBU	SAMD00227982	NEBNext Ultra DNA Library Prep Kit for Illumina	r48_12_3	ILLUMINA	Application Read	0	Forward	DRS235488	CHUBU	DRS235488	86	SINGLE	SAMD00227982	DRS235488	763320418		Arabidopsis thaliana	SAMD00227982	rve48_12	3702	DRR228491	210592983	174401463	173312581	1974	205011417	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""8875819"" /><Elements count=""763320418"" /></Statistics></Table></Database>"	1	true	true	2022-04-12 12:22:14	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228491/DRR228491	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228491/DRR228491	gcp identity	gs.US	GCP	gs://sra-pub-run-3/DRR228491/DRR228491.1	public	2022-04-12 12:21:09	DRR228491	73aeb463276c206aa41f12add4dac462	run	320967316	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228491/DRR228491	1	763320418	false	763320418	320965496	1	8875819	sample_name	r48_12	age	14-day-old	cold_stress_hours	12	collection_date	2019-06-24	genotype	rve4 rve8	tissue_type	whole seedlings	rve4 rve8 mutant plants under the cold stress conditions for 12 hour from ZT2	SAMD00227982	BioSample	rve48_12	DRP008429	CHUBU	Arabidopsis thaliana	PRJDB9852	BioProject	It was reported that CCA1 and LHY positively regulated the gene expression of DREB1A and DREB1C. In addition, we revealed that RVE4 and RVE8 directly activated the cold-inducible DREB1A expression. The cca1 lhy double mutant, rve4 rve8 double mutant (rve48), and cca1 lhy rve4 rve8 quadruple mutant (quad) plants were sensitive to the freezing stress. In order to comprehensively analyze downstream genes of RVE4/RVE8 and CCA1/LHY in the cold response, we conducted RNA sequence analyses. We used 14-day-old whole seedlings of wild type (Col-0), cca1 lhy, rve48 and quad mutant plants grown on GM agar plates under the normal growth conditions at ZT2 (2 h after dawn) and the cold stress conditions treated at 4°C for 3 h and 12 h. We have three biological replicates for this analysis.	RNAseq analyses of the multiple mutant plants of CCA1/LHY and RVE4/RVE8 under cold stresses	Transcriptome Analysis	DRA010211	DRA010211	CHUBU	Chubu University
+DRP008429	DRX218754	NextSeq 500 sequencing of SAMD00227981	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS235487	SAMD00227981	NextSeq 500	15165885	502400983	DRR228490	15165885	1304266110	DRX218754	1	CHUBU	SAMD00227981	NEBNext Ultra DNA Library Prep Kit for Illumina	r48_3_3	ILLUMINA	Application Read	0	Forward	DRS235487	CHUBU	DRS235487	86	SINGLE	SAMD00227981	DRS235487	1304266110		Arabidopsis thaliana	SAMD00227981	rve48_3	3702	DRR228490	359176604	297760568	295069565	4766	352254607	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""15165885"" /><Elements count=""1304266110"" /></Statistics></Table></Database>"	1	true	true	2022-04-12 12:22:14	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228490/DRR228490	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228490/DRR228490	gcp identity	gs.US	GCP	gs://sra-pub-run-3/DRR228490/DRR228490.1	public	2022-04-12 12:21:14	DRR228490	8d53cbdb5ca069810a1e4c2af83b9c3c	run	502402216	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228490/DRR228490	1	1304266110	false	1304266110	502400983	1	15165885	sample_name	r48_3	age	14-day-old	cold_stress_hours	3	collection_date	2019-06-24	genotype	rve4 rve8	tissue_type	whole seedlings	rve4 rve8 mutant plants under the cold stress conditions for 3 hour from ZT2	SAMD00227981	BioSample	rve48_3	DRP008429	CHUBU	Arabidopsis thaliana	PRJDB9852	BioProject	It was reported that CCA1 and LHY positively regulated the gene expression of DREB1A and DREB1C. In addition, we revealed that RVE4 and RVE8 directly activated the cold-inducible DREB1A expression. The cca1 lhy double mutant, rve4 rve8 double mutant (rve48), and cca1 lhy rve4 rve8 quadruple mutant (quad) plants were sensitive to the freezing stress. In order to comprehensively analyze downstream genes of RVE4/RVE8 and CCA1/LHY in the cold response, we conducted RNA sequence analyses. We used 14-day-old whole seedlings of wild type (Col-0), cca1 lhy, rve48 and quad mutant plants grown on GM agar plates under the normal growth conditions at ZT2 (2 h after dawn) and the cold stress conditions treated at 4°C for 3 h and 12 h. We have three biological replicates for this analysis.	RNAseq analyses of the multiple mutant plants of CCA1/LHY and RVE4/RVE8 under cold stresses	Transcriptome Analysis	DRA010211	DRA010211	CHUBU	Chubu University
+DRP008429	DRX218753	NextSeq 500 sequencing of SAMD00227980	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS235486	SAMD00227980	NextSeq 500	15187212	501850106	DRR228489	15187212	1306100232	DRX218753	1	CHUBU	SAMD00227980	NEBNext Ultra DNA Library Prep Kit for Illumina	r48_0_3	ILLUMINA	Application Read	0	Forward	DRS235486	CHUBU	DRS235486	86	SINGLE	SAMD00227980	DRS235486	1306100232		Arabidopsis thaliana	SAMD00227980	rve48_0	3702	DRR228489	358607812	298955729	297427715	4774	351104202	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""15187212"" /><Elements count=""1306100232"" /></Statistics></Table></Database>"	1	true	true	2022-04-12 12:24:40	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228489/DRR228489	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228489/DRR228489	gcp identity	gs.US	GCP	gs://sra-pub-run-5/DRR228489/DRR228489.1	public	2022-04-12 12:22:11	DRR228489	660d223a0a0a89d1c8c21dec834162fe	run	501851337	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228489/DRR228489	1	1306100232	false	1306100232	501850106	1	15187212	sample_name	r48_0	age	14-day-old	cold_stress_hours	0	collection_date	2019-06-24	genotype	rve4 rve8	tissue_type	whole seedlings	rve4 rve8 mutant plants under the normal growth conditions at 2 hour after dawn (ZT2)	SAMD00227980	BioSample	rve48_0	DRP008429	CHUBU	Arabidopsis thaliana	PRJDB9852	BioProject	It was reported that CCA1 and LHY positively regulated the gene expression of DREB1A and DREB1C. In addition, we revealed that RVE4 and RVE8 directly activated the cold-inducible DREB1A expression. The cca1 lhy double mutant, rve4 rve8 double mutant (rve48), and cca1 lhy rve4 rve8 quadruple mutant (quad) plants were sensitive to the freezing stress. In order to comprehensively analyze downstream genes of RVE4/RVE8 and CCA1/LHY in the cold response, we conducted RNA sequence analyses. We used 14-day-old whole seedlings of wild type (Col-0), cca1 lhy, rve48 and quad mutant plants grown on GM agar plates under the normal growth conditions at ZT2 (2 h after dawn) and the cold stress conditions treated at 4°C for 3 h and 12 h. We have three biological replicates for this analysis.	RNAseq analyses of the multiple mutant plants of CCA1/LHY and RVE4/RVE8 under cold stresses	Transcriptome Analysis	DRA010211	DRA010211	CHUBU	Chubu University
+DRP008429	DRX218752	NextSeq 500 sequencing of SAMD00227979	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS235485	SAMD00227979	NextSeq 500	13006006	464544238	DRR228488	13006006	1118516489	DRX218752	1	CHUBU	SAMD00227979	NEBNext Ultra DNA Library Prep Kit for Illumina	Clr48_12_3	ILLUMINA	Application Read	0	Forward	DRS235485	CHUBU	DRS235485	86	SINGLE	SAMD00227979	DRS235485	1118516489		Arabidopsis thaliana	SAMD00227979	quad_12	3702	DRR228488	291308300	271620363	269869779	3179	285714868	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""13006006"" /><Elements count=""1118516489"" /></Statistics></Table></Database>"	1	true	true	2022-04-12 12:22:13	anonymous	worldwide	NCBI	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228488/DRR228488	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228488/DRR228488	gcp identity	gs.US	GCP	gs://sra-pub-run-10/DRR228488/DRR228488.1	public	2022-04-12 12:22:16	DRR228488	c4535e1ae353ca7b702c218f5dee501a	run	464546063	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228488/DRR228488	1	1118516489	false	1118516489	464544238	1	13006006	sample_name	Clr48_12	age	14-day-old	cold_stress_hours	12	collection_date	2019-06-24	genotype	cca1 lhy rve4 rve8	tissue_type	whole seedlings	cca1 lhy rve4 rve8 mutant plants under the cold stress conditions for 12 hour from ZT2	SAMD00227979	BioSample	quad_12	DRP008429	CHUBU	Arabidopsis thaliana	PRJDB9852	BioProject	It was reported that CCA1 and LHY positively regulated the gene expression of DREB1A and DREB1C. In addition, we revealed that RVE4 and RVE8 directly activated the cold-inducible DREB1A expression. The cca1 lhy double mutant, rve4 rve8 double mutant (rve48), and cca1 lhy rve4 rve8 quadruple mutant (quad) plants were sensitive to the freezing stress. In order to comprehensively analyze downstream genes of RVE4/RVE8 and CCA1/LHY in the cold response, we conducted RNA sequence analyses. We used 14-day-old whole seedlings of wild type (Col-0), cca1 lhy, rve48 and quad mutant plants grown on GM agar plates under the normal growth conditions at ZT2 (2 h after dawn) and the cold stress conditions treated at 4°C for 3 h and 12 h. We have three biological replicates for this analysis.	RNAseq analyses of the multiple mutant plants of CCA1/LHY and RVE4/RVE8 under cold stresses	Transcriptome Analysis	DRA010211	DRA010211	CHUBU	Chubu University
+DRP008429	DRX218751	NextSeq 500 sequencing of SAMD00227978	3702	Arabidopsis thaliana	RNA-Seq	TRANSCRIPTOMIC	RANDOM	DRS235484	SAMD00227978	NextSeq 500	11941593	416101311	DRR228487	11941593	1003093742	DRX218751	1	CHUBU	SAMD00227978	NEBNext Ultra DNA Library Prep Kit for Illumina	Clr48_3_3	ILLUMINA	Application Read	0	Forward	DRS235484	CHUBU	DRS235484	86	SINGLE	SAMD00227978	DRS235484	1003093742		Arabidopsis thaliana	SAMD00227978	quad_3	3702	DRR228487	274672358	229405455	229040046	3169	269972714	CHUBU	run	gs.US	gs	run	s3.us-east-1	s3	public	"<Database><Table name=""SEQUENCE""><Statistics source=""meta""><Rows count=""11941593"" /><Elements count=""1003093742"" /></Statistics></Table></Database>"	1	true	true	2022-04-12 12:22:13	anonymous	worldwide	AWS	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228487/DRR228487	gcp identity	gs.US	GCP	gs://sra-pub-run-7/DRR228487/DRR228487.1					public	2022-04-12 12:22:39	DRR228487	00d3b8388e7320bd796e17ebb0d6e993	run	416103140	1	Primary ETL	https://sra-pub-run-odp.s3.amazonaws.com/sra/DRR228487/DRR228487	1	1003093742	false	1003093742	416101311	1	11941593	sample_name	Clr48_3	age	14-day-old	cold_stress_hours	3	collection_date	2019-06-24	genotype	cca1 lhy rve4 rve8	tissue_type	whole seedlings	cca1 lhy rve4 rve8 mutant plants under the cold stress conditions for 3 hour from ZT2	SAMD00227978	BioSample	quad_3	DRP008429	CHUBU	Arabidopsis thaliana	PRJDB9852	BioProject	It was reported that CCA1 and LHY positively regulated the gene expression of DREB1A and DREB1C. In addition, we revealed that RVE4 and RVE8 directly activated the cold-inducible DREB1A expression. The cca1 lhy double mutant, rve4 rve8 double mutant (rve48), and cca1 lhy rve4 rve8 quadruple mutant (quad) plants were sensitive to the freezing stress. In order to comprehensively analyze downstream genes of RVE4/RVE8 and CCA1/LHY in the cold response, we conducted RNA sequence analyses. We used 14-day-old whole seedlings of wild type (Col-0), cca1 lhy, rve48 and quad mutant plants grown on GM agar plates under the normal growth conditions at ZT2 (2 h after dawn) and the cold stress conditions treated at 4°C for 3 h and 12 h. We have three biological replicates for this analysis.	RNAseq analyses of the multiple mutant plants of CCA1/LHY and RVE4/RVE8 under cold stresses	Transcriptome Analysis	DRA010211	DRA010211	CHUBU	Chubu University
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/test_06_stats.txt	Fri Nov 11 07:35:39 2022 +0000
@@ -0,0 +1,38 @@
+
+  Statistics for the search query:
+  =================================
+  Number of unique studies: 2
+  Number of unique experiments: 20
+  Number of unique runs: 20
+  Number of unique samples: 12
+  Mean base count of samples: 1013823095.200
+  Median base count of samples: 1006637955.500
+  Sample base count standard deviation: 170213388.613
+  Date range: 
+	  2022-04:  8
+	  2022-08:  12
+
+  Organisms: 
+	  Arabidopsis thaliana:  20
+
+  Platform: 
+	  ILLUMINA:  20
+
+  Library strategy: 
+	  RNA-Seq:  20
+
+  Library source: 
+	  TRANSCRIPTOMIC:  20
+
+  Library selection: 
+	  RANDOM:  20
+
+  Library layout: 
+	  SINGLE:  20
+
+
+  Sequencing instrument:
+          20 NextSeq 500
+
+  Query keyworkds: stress
+