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f8779ed
add reference file to featurecounts
torres-alexis Feb 13, 2025
3f732cb
add featurecounts gtf features -t
torres-alexis Feb 14, 2025
b15d0e2
add featurecounts params
torres-alexis Feb 14, 2025
7c161a1
finish featurecounts
torres-alexis Feb 14, 2025
9178431
Add gtf features to featurecounts
torres-alexis Feb 14, 2025
561f4ce
Fix featurecounts file extension, add rrna rm
torres-alexis Feb 14, 2025
1dae39d
add paired end info to featurecounts params
torres-alexis Feb 14, 2025
76b5c7b
add software versions yaml
torres-alexis Feb 14, 2025
2c3d81a
Add versions reporting up to counts
torres-alexis Feb 14, 2025
b32a550
Add software version reporting up to dge
torres-alexis Feb 14, 2025
d3c0b89
fix subread version
torres-alexis Feb 14, 2025
72fe63e
add md5sum functionality, to do: finish implementation
torres-alexis Feb 18, 2025
91114a0
add nextflow schema without runsheet schema
torres-alexis Feb 19, 2025
a5b15a0
add draft runsheet schema check
torres-alexis Feb 19, 2025
6559480
add schema file check to runsheet read paths
torres-alexis Feb 19, 2025
0388ec8
update for addParams deprecation
torres-alexis Feb 19, 2025
979ac1c
Update GL-DPPD-7115.md
asaravia-butler Feb 19, 2025
e6aa936
Merge pull request #23 from asaravia-butler/patch-3
torres-alexis Feb 19, 2025
7ecd205
Clarify DGE code
torres-alexis Feb 19, 2025
6471d7a
clean up dge step
torres-alexis Feb 20, 2025
f591d5f
update readmes
torres-alexis Feb 20, 2025
903f8a0
Clean up (baseline) date
torres-alexis Feb 20, 2025
a8c7f5f
update deseq2 image, nextflow version
torres-alexis Feb 20, 2025
d190e67
clean up assay suffix uses, fix help menu
torres-alexis Feb 20, 2025
ce6fdc1
set up output directory, improve workflow setup
torres-alexis Feb 20, 2025
e2b79c3
clean up workflow code
torres-alexis Feb 20, 2025
bb856b5
add assay suffix to md5sum module
torres-alexis Feb 20, 2025
1ce81c3
pass assay suffix into modules with params
torres-alexis Feb 20, 2025
ead77cb
set up publishdir
torres-alexis Feb 21, 2025
0561c64
add vv raw reads stub, fix configs
torres-alexis Feb 21, 2025
cc0cb5e
add vv raw reads stub
torres-alexis Feb 21, 2025
a690b1d
clean up dge step
torres-alexis Feb 21, 2025
af90b65
clean up dge code
torres-alexis Feb 21, 2025
c3baacc
adjust dge group stats code
torres-alexis Feb 22, 2025
ad17a28
typo fixes
torres-alexis Feb 22, 2025
4335c75
update pipeline doc code
torres-alexis Feb 22, 2025
a6ae14e
update docs
torres-alexis Feb 22, 2025
c789d48
fix typo
torres-alexis Feb 22, 2025
cb6ade1
vv raw reads
torres-alexis Feb 24, 2025
2f444cf
Add stub for multiqc path cleaning
torres-alexis Feb 24, 2025
c773c39
Merge pull request #139 from torres-alexis/DEV_RNAseq_vG_CURRENT
asaravia-butler Feb 24, 2025
d6427e8
finish multiqc path cleaning draft
torres-alexis Feb 25, 2025
484d173
set up dge step to take in rrnarm counts, prefix
torres-alexis Feb 25, 2025
5bca9ce
make multiqc module label more flexible
torres-alexis Feb 25, 2025
ae81c45
add vv trimmed reads
torres-alexis Feb 25, 2025
8d22bd0
vv bowtie alignment
torres-alexis Feb 26, 2025
6edc67f
readd --force-single-end
torres-alexis Feb 26, 2025
6854fba
make rseqc output filenames consistent
torres-alexis Feb 26, 2025
2fc2683
add vv rseqc
torres-alexis Feb 26, 2025
7abbf98
fix vv log publishing names
torres-alexis Feb 26, 2025
a4cde56
add qc metrics stub
torres-alexis Feb 28, 2025
01018cb
add parse multiqc stub
torres-alexis Feb 28, 2025
92a1189
finish trimmed reads vv
torres-alexis Mar 3, 2025
21cb173
add bowtie2 to parse multiqc
torres-alexis Mar 3, 2025
1ebbcbb
finish vv bowtie2
torres-alexis Mar 3, 2025
6e3476f
add up to rseqc PE
torres-alexis Mar 3, 2025
a76e624
fix vv pe setting
torres-alexis Mar 3, 2025
e96d20f
update parse qc metrics for bowtie2 and featurecounts
torres-alexis Mar 3, 2025
f84d22d
Add vv featurecounts and fix publishing, fix rrnarm featurecounts name
torres-alexis Mar 3, 2025
b061496
set up raw reads standalone vv script
torres-alexis Mar 5, 2025
7665995
finish vv trimmed reads standalone
torres-alexis Mar 5, 2025
3a655a1
add vv trimmed reads script
torres-alexis Mar 5, 2025
f056d60
add vv bowtie2 stub
torres-alexis Mar 5, 2025
b32b572
Add up to bowtie file existence vv
torres-alexis Mar 5, 2025
43c7faf
wrap up bowtie2 vv
torres-alexis Mar 5, 2025
24a2892
add vv rseqc stub
torres-alexis Mar 5, 2025
a62f2e6
add vv featurecounts
torres-alexis Mar 5, 2025
392f782
fix typo
torres-alexis Mar 5, 2025
e5c5193
Add rRNArm label to DGE outputs; set up VV DGE stub
torres-alexis Mar 5, 2025
7a68291
Add rseqc / R container, set up vv dge stub
torres-alexis Mar 6, 2025
9edfada
add vv rseqc script, rrnarm label
torres-alexis Mar 6, 2025
3360942
Set default BiocParallelParam to SerialParam()
torres-alexis Mar 7, 2025
f5ed5ca
Add -a to bowtie2 alignment and --primary to featurecounts
torres-alexis Mar 7, 2025
af171ed
clarify bowtie2 -a definition
torres-alexis Mar 7, 2025
88a153d
Clean up sample names in featurecounts output
torres-alexis Mar 7, 2025
5d0859e
Remove -G from RNAseq/Workflow_Documentation workflow versions
torres-alexis Mar 7, 2025
866ebd5
Update DGE script to clean up group names in DGE table Group.Mean and…
torres-alexis Mar 7, 2025
462c2ab
Updating options based on AWG feedback
asaravia-butler Mar 7, 2025
31aa3cf
Merge bowtie2 and featurecounts updates from nasa/DEV_RNAseq_vG into …
torres-alexis Mar 8, 2025
8ccb9a5
add param updates to featurecounts
torres-alexis Mar 9, 2025
7fca370
vv dge, minor adjustments to other vv scripts, remove vv.py
torres-alexis Mar 10, 2025
272c45f
set up for md5sums
torres-alexis Mar 10, 2025
649d20b
add generate_md5sums
torres-alexis Mar 11, 2025
654c112
add update assay table stub
torres-alexis Mar 11, 2025
98b4e6d
publish software table
torres-alexis Mar 11, 2025
ad80b55
finish update assay table for microbes
torres-alexis Mar 11, 2025
4fbae88
add generate protocol to microbes workflow
torres-alexis Mar 11, 2025
56d42b2
Update nextflow version
torres-alexis Mar 12, 2025
5f9ccc9
Remove comma space separators from assay table
torres-alexis Mar 12, 2025
137d561
fix update assay table
torres-alexis Mar 12, 2025
fb09cb7
update python envs
torres-alexis Mar 12, 2025
161c2cc
rnaseq misc fixes
torres-alexis Mar 13, 2025
b48c7c2
set up vv publishing draft
torres-alexis Mar 14, 2025
449981d
fix version reporting
torres-alexis Mar 14, 2025
2c668b9
add generate protocol to rnaseq workflow
torres-alexis Mar 15, 2025
a373524
fix dge tech reps filtering for rsem
torres-alexis Mar 15, 2025
23d5c96
vv dge fixes
torres-alexis Mar 15, 2025
5c421e4
add vv_rsem, add vv_star stub, define vv checks
torres-alexis Mar 15, 2025
f097e34
remove vv stats file output
torres-alexis Mar 16, 2025
650c7e6
fix update assay table, misc vv fixes
torres-alexis Mar 16, 2025
375bb64
finish update assay table fixes, make scripts executable
torres-alexis Mar 16, 2025
e41298c
readd gtf to bed
torres-alexis Mar 17, 2025
dcdd529
account for ncbi gtf groups, allow infer expt fail
torres-alexis Mar 17, 2025
5657f7b
misc fixes
torres-alexis Mar 17, 2025
400c156
add updated ncbi gtf to bed script
torres-alexis Mar 18, 2025
593dd71
update extract_rrna
torres-alexis Mar 18, 2025
c063c21
allow for files in annotation table, fix gtf to bed path
torres-alexis Mar 18, 2025
31e1600
Add download_references stub in line with custom ref inputs
torres-alexis Mar 18, 2025
2f020b5
OSDR bio data api update for get_accessions
torres-alexis Mar 19, 2025
9a87a5d
update fetch_isa to use OSDR biological data API
torres-alexis Mar 19, 2025
1ab31e2
fix typos
torres-alexis Mar 19, 2025
d644162
remove log validate params, update manifest, version text
torres-alexis Mar 19, 2025
abec98e
disable conda in docker profile
torres-alexis Mar 19, 2025
b036a46
change multiqc output format, set up vv module
torres-alexis Mar 19, 2025
3bbeb46
update schema
torres-alexis Mar 19, 2025
9cd6c1c
hide broken debug param
torres-alexis Mar 19, 2025
90324e5
update multiqc outputs in vv scripts, add featurecounts numnonzero
torres-alexis Mar 19, 2025
cf305aa
remove dge rmd paths from nextflow log
torres-alexis Mar 20, 2025
2d9caff
fix typo
torres-alexis Mar 20, 2025
436887c
typo fix
torres-alexis Mar 20, 2025
8824351
update_assay_table changes for multiqc outputs
torres-alexis Mar 20, 2025
7c4a713
update featurecounts nonzerogenes script name
torres-alexis Mar 20, 2025
ac46059
clean multiqc paths in multiqc process
torres-alexis Mar 20, 2025
8402693
fix typo
torres-alexis Mar 21, 2025
60d6ff6
Make r scripts executable
torres-alexis Mar 21, 2025
97225fc
manual fixes for missing software versions
torres-alexis Mar 21, 2025
fa7054c
fix vv log
torres-alexis Mar 21, 2025
a3d5aac
move dp tools reporting to vv, fix runsheet truncation
torres-alexis Mar 21, 2025
b714ff6
add runsheet truncation (not published) functionality
torres-alexis Mar 21, 2025
5c0c777
make parse_qc_metrics work with runsheet run
torres-alexis Mar 22, 2025
9c5f0c3
clean up workflow code, readd all_multiqc
torres-alexis Mar 22, 2025
2f0166d
readd stage_analysis
torres-alexis Mar 22, 2025
075abd6
add publishing to STAGE_ONLY entry
torres-alexis Mar 22, 2025
e4c4def
fix typo, unhide limit_samples_to
torres-alexis Mar 22, 2025
119b6be
fix isa input
torres-alexis Mar 22, 2025
8d736ae
update pipeline docs to reflect multiqc output changes
torres-alexis Mar 22, 2025
829093c
add combined bowtie2 and samtools image
torres-alexis Mar 22, 2025
bd43c64
skip sam_to_bam in workflow code; leave in docs
torres-alexis Mar 22, 2025
f48e788
Updating submitter
asaravia-butler Mar 24, 2025
fa819d1
fix typo
torres-alexis Mar 25, 2025
e16bae0
change nextflow_logs to nextflow_info
torres-alexis Mar 25, 2025
66fa468
update microbes vv scripts to include flag code
torres-alexis Mar 26, 2025
5b38f64
add vv updates
torres-alexis Mar 27, 2025
91c99f7
add updates to nf rcp read me
torres-alexis Mar 27, 2025
c706a38
fix typo
torres-alexis Mar 27, 2025
17b6f27
fix typo
torres-alexis Mar 27, 2025
4a6ef36
increase genebody coverage mem
torres-alexis Mar 27, 2025
2176cf4
Merge branch 'nasa:master' into DEV_RNAseq_vG_pr
torres-alexis Mar 27, 2025
f61a43d
readd NF_RCP-F folder, readd envs subfolder, update docs reference to…
torres-alexis Mar 27, 2025
0927418
update pipeline images, make tentative updates to readme
torres-alexis Mar 27, 2025
9cae0fa
add processing_info_GLbulkRNAseq.zip
torres-alexis Mar 27, 2025
03b6b16
add drawio images, update text
torres-alexis Mar 27, 2025
f8200cb
add metro map files
torres-alexis Mar 27, 2025
35fdd28
update images
torres-alexis Mar 28, 2025
5b942ce
add read count col to update assay table
torres-alexis Mar 28, 2025
ca470de
update link to pipeline pngs, add metro maps
torres-alexis Mar 28, 2025
17d9493
update image to metro map
torres-alexis Mar 28, 2025
a0635db
point metro map image to png
torres-alexis Mar 28, 2025
6fb5750
update images
torres-alexis Mar 28, 2025
6b22f44
Display flowcharts
torres-alexis Mar 28, 2025
eead37a
add nfrcp readme revisions
torres-alexis Apr 1, 2025
b7bd50a
[RNA-Seq] DGE: Unfilter tech reps from unnorm counts
torres-alexis Apr 10, 2025
ebc07cd
fix typo
torres-alexis Apr 10, 2025
7a40667
update changelog
torres-alexis Apr 10, 2025
829828d
Update 2.0.0 date
torres-alexis Apr 10, 2025
f646141
Merge pull request #142 from torres-alexis/DEV_RNAseq_vG_pr
asaravia-butler Apr 10, 2025
cf3450b
[NF_RCP] Miscellaneous fixes for NF_RCP 2.0.0 (#144)
torres-alexis Apr 25, 2025
325031d
remove extra } in rsem index storeDir path (#146)
torres-alexis Apr 25, 2025
d5dc4ed
undo pending assay table changes, add suspect log2fc table output to …
torres-alexis Apr 25, 2025
709916d
fix null annotations error
torres-alexis Apr 25, 2025
607c324
clarify log2fc vv dge log entry
torres-alexis Apr 25, 2025
98b49a6
fix broken file path for vv rsem multiqc check
torres-alexis Apr 29, 2025
7d04121
add wf version to software table; update assay table patch for protoc…
torres-alexis Apr 29, 2025
dfbd39d
generate protocol update
torres-alexis Apr 30, 2025
747505a
add tech reps line, fix syntax in ending, in generated protocol
torres-alexis Apr 30, 2025
f884699
vv bowtie2 alignment - account for empty unmapped fastq
torres-alexis May 5, 2025
30730e3
STAR alignment: add --genomeLoad LoadAndKeep
torres-alexis May 6, 2025
d7c3cc0
move new align_star parameter above read Ins
torres-alexis May 6, 2025
4d08619
change genomeload from loadandkeep to loadandremove
torres-alexis May 6, 2025
7986bba
RNAseq: reduce resource allocations
torres-alexis May 6, 2025
d71970c
Add slurm executor settings
torres-alexis May 7, 2025
55f66a2
Update build_star_index limitGenomeGenerateRam allocation
torres-alexis May 8, 2025
094bc73
RNAseq - update resource allocations
torres-alexis May 8, 2025
c0e044e
RNAseq slurm - increase submitRateLimit
torres-alexis May 8, 2025
eecf3b6
vv dge - explicitly set sample names as string
torres-alexis May 9, 2025
6d07013
update changelog
torres-alexis May 9, 2025
a963cc5
increase align star mem
torres-alexis May 9, 2025
aac1d52
Move parse annotations table color defs to exec block
torres-alexis May 12, 2025
3c278a3
Change parse_annotations_table to script block
torres-alexis May 12, 2025
84eeaa1
convert parse_annotations_table module to a subworkflow
torres-alexis May 13, 2025
84acd74
move parse annotations table to modules
torres-alexis May 13, 2025
c8f2bcc
- ALIGN_STAR: finalize genomeLoad setting for use with 2-pass
torres-alexis May 13, 2025
043d191
make local.config match slurm.config
torres-alexis May 13, 2025
f69a322
add generate_md5sums to config
torres-alexis May 15, 2025
c1e6603
Remove _R1 suffix from unmapped SE read filename
torres-alexis May 15, 2025
367ca56
finish SE unmapped reads name fixes
torres-alexis May 15, 2025
89a4039
remove unused sort_into_subdirectories_by_sample.py
torres-alexis May 16, 2025
8a2a38a
Allow integer sample names in input runsheet
torres-alexis May 16, 2025
d178627
Allow integer sample names - finished
torres-alexis May 16, 2025
e2a7ff2
Merge pull request #148 from torres-alexis/null_annotations_bug_fix
bnovak32 May 20, 2025
921d40e
Update align_star.nf
bnovak32 May 21, 2025
908d338
Update update_assay_table.py
bnovak32 May 21, 2025
fccdd07
Add try-catch for vst failure: call varianceStabilizingTransformation…
torres-alexis May 21, 2025
942c23a
reduce index building memory allocation, remove cpu * task attempt sp…
torres-alexis May 21, 2025
280eaed
Add VST try-catch to microbes doc
torres-alexis May 21, 2025
7c21454
Custom organisms patch
torres-alexis May 21, 2025
3216f87
- Add runsheet publishing to GENERATE_PROTOCOL, this is redundant for…
torres-alexis May 22, 2025
8c7835c
Update nextflow.config
bnovak32 May 22, 2025
4bc0dc5
Update resource allocation for ADD_GENE_ANNOTATION processes (#155)
bnovak32 May 23, 2025
1aaee9f
- Do not collapse reads for datasets where only 1 techrep was kept fo…
torres-alexis May 24, 2025
38a972f
Update listed project scientist
torres-alexis May 29, 2025
e9d7ecc
DGE - Handle tech reps based on runsheet column 'Source Name' instead…
torres-alexis May 29, 2025
4d380df
Make Source Names col optional in DGE, update docs, fix docs
torres-alexis May 29, 2025
83411ce
Fix output directory creation in dge script
torres-alexis May 29, 2025
422903a
add random seed to dge script
torres-alexis May 29, 2025
a5ea177
Update assay table - Fix issue where Inner Distance Files would be ad…
torres-alexis May 30, 2025
ed0e20a
Update dp tools to 1.3.8, add source name and tech rep column to runs…
torres-alexis May 30, 2025
00a8a5c
update generated protocol
torres-alexis May 30, 2025
1e98f1b
Fix to not include yellow flag lines in vv_log_final_only_issues
torres-alexis May 30, 2025
9d6c41a
generate protocol - add gene IDs vs ENSEMBL IDs in rRNArm line based …
torres-alexis May 30, 2025
b6c5527
add local profile to nextflow run command examples in readme
torres-alexis May 31, 2025
9fa67bd
Readd --no-home setting for singularity profile
torres-alexis May 31, 2025
b6e6c0d
Adjust resource allocations, add to readme
torres-alexis May 31, 2025
59b235c
Minor pipeline and workflow readme fixes
bnovak32 Jun 2, 2025
c6b5392
Update assay table - remove addition of 'Has Tech Rep' column functio…
torres-alexis Jun 3, 2025
f58edee
Increase default star alignment memory to resolve memory limit fail; …
torres-alexis Jun 3, 2025
513f687
add gene annotations script: move output dir creation to set up block
torres-alexis Jun 3, 2025
9d4e684
Update runsheet examples readme and runsheets
torres-alexis Jun 3, 2025
91027c1
Remove Source Name definition
torres-alexis Jun 3, 2025
8a59259
Improve Has Tech reps column description
torres-alexis Jun 3, 2025
114b3bc
add ram disclaimer to fetch singularity images
torres-alexis Jun 3, 2025
23e222b
fix params typo
torres-alexis Jun 3, 2025
f3a4368
Add secondary isa archive publishing for isa_archive_path runs
torres-alexis Jun 3, 2025
dbbf394
Update dp tools plugin for 'Has Tech Reps' column
torres-alexis Jun 4, 2025
dffbb6e
Add secondary runsheet publishing location for runsheet based runs
torres-alexis Jun 4, 2025
9e429b3
Add DGE tech rep handling logic accounting for 'Has Tech Reps' column
torres-alexis Jun 4, 2025
a338a7b
Update microbes protocol assembly source line
torres-alexis Jun 4, 2025
3019d9e
generate protocol - update tech reps section
torres-alexis Jun 4, 2025
457b920
updated pipeline images
bnovak32 Jun 5, 2025
f8dc1b0
updated dates to match Jira
bnovak32 Jun 5, 2025
ea083fd
Merge pull request #158 from torres-alexis/dge_stats
bnovak32 Jun 5, 2025
c16efb4
Merge remote-tracking branch 'torres-alexis/add_custom_organisms' int…
bnovak32 Jun 6, 2025
0350b1c
update CHANGELOG and escape for UPDATE_ASSAY_TABLE
bnovak32 Jun 7, 2025
39f38c7
Updated reference download to properly deal with gz files
bnovak32 Jun 9, 2025
29000df
Merge pull request #160 from bnovak32/RNASeq_add_custom_organisms
bnovak32 Jun 9, 2025
bbeefb4
Update GL-DPPD-7101-G.md
bnovak32 Jun 9, 2025
228c40b
Update GL-DPPD-7115.md
bnovak32 Jun 9, 2025
ab4eb32
Update CHANGELOG.md
bnovak32 Jun 9, 2025
d7183dd
Typo fixes
bnovak32 Jun 9, 2025
36ead3d
more typo fixes
bnovak32 Jun 9, 2025
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2,385 changes: 2,385 additions & 0 deletions RNAseq/Pipeline_GL-DPPD-7101_Versions/GL-DPPD-7101-G.md

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2,206 changes: 2,206 additions & 0 deletions RNAseq/Pipeline_GL-DPPD-7115_Versions/GL-DPPD-7115.md

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33 changes: 24 additions & 9 deletions RNAseq/README.md
Original file line number Diff line number Diff line change
@@ -1,17 +1,28 @@
# GeneLab bioinformatics processing pipeline for Illumina RNA-sequencing data
# GeneLab bioinformatics processing pipelines for Illumina RNA-sequencing data

> **The document [`GL-DPPD-7101-F.md`](Pipeline_GL-DPPD-7101_Versions/GL-DPPD-7101-F.md) holds an overview and example commands for how GeneLab processes RNAseq datasets. See the [Repository Links](#repository-links) descriptions below for more information. Processed data output files and a GeneLab data processing summary is provided for each GLDS dataset in the [Open Science Data Repository (OSDR)](https://osdr.nasa.gov/bio/repo/).**
> **Documents [`GL-DPPD-7101-G.md`](Pipeline_GL-DPPD-7101_Versions/GL-DPPD-7101-G.md) and [`GL-DPPD-7115`](Pipeline_GL-DPPD-7115_Versions) contain overview and example commands for how GeneLab processes RNAseq datasets from eukaryotic and prokaryotic organisms, respectively. See the [Repository Links](#repository-links) descriptions below for more information. Processed data output files and a GeneLab data processing summary is provided for each GLDS dataset in the [Open Science Data Repository (OSDR)](https://osdr.nasa.gov/bio/repo/).**

---
## RNAseq Processing Pipelines

### Eukaryotes
<img src="images/RNAseq_eukaryotes_pipeline_diagram.png" align="center" alt="Eukaryotic RNAseq processing workflow"/>


### Prokaryotes
<img src="images/RNAseq_prokaryotes_pipeline_diagram.png" align="center" alt="Prokaryotic RNAseq processing workflow"/>

<img src="images/RNAseq_pipeline_diagram.png" align="center" alt=""/>

---
## Repository Links

* [**Pipeline_GL-DPPD-7101_Versions**](Pipeline_GL-DPPD-7101_Versions)

- Contains the current and previous GeneLab RNAseq consensus processing pipeline (RCP) versions documentation
- Contains the current and previous GeneLab RNAseq consensus processing pipeline (RCP) versions documentation for eukaryotic organisms

* [**Pipeline_GL-DPPD-7115_Versions**](Pipeline_GL-DPPD-7115_Versions)

- Contains the current and previous GeneLab RNAseq consensus processing pipeline (RCP) versions documentation for prokaryotic organisms

* [**RNAseq_Tool_Install**](RNAseq_Tool_Install)

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## Notices

Copyright © 2023 United States Government as represented by the Administrator of the National Aeronautics and Space Administration. All Rights Reserved.
Copyright © 2025 United States Government as represented by the Administrator of the National Aeronautics and Space Administration. All Rights Reserved.

### Disclaimers

No Warranty: THE SUBJECT SOFTWARE IS PROVIDED "AS IS" WITHOUT ANY WARRANTY OF ANY KIND, EITHER EXPRESSED, IMPLIED, OR STATUTORY, INCLUDING, BUT NOT LIMITED TO, ANY WARRANTY THAT THE SUBJECT SOFTWARE WILL CONFORM TO SPECIFICATIONS, ANY IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, OR FREEDOM FROM INFRINGEMENT, ANY WARRANTY THAT THE SUBJECT SOFTWARE WILL BE ERROR FREE, OR ANY WARRANTY THAT DOCUMENTATION, IF PROVIDED, WILL CONFORM TO THE SUBJECT SOFTWARE. THIS AGREEMENT DOES NOT, IN ANY MANNER, CONSTITUTE AN ENDORSEMENT BY GOVERNMENT AGENCY OR ANY PRIOR RECIPIENT OF ANY RESULTS, RESULTING DESIGNS, HARDWARE, SOFTWARE PRODUCTS OR ANY OTHER APPLICATIONS RESULTING FROM USE OF THE SUBJECT SOFTWARE. FURTHER, GOVERNMENT AGENCY DISCLAIMS ALL WARRANTIES AND LIABILITIES REGARDING THIRD-PARTY SOFTWARE, IF PRESENT IN THE ORIGINAL SOFTWARE, AND DISTRIBUTES IT "AS IS."

Waiver and Indemnity: RECIPIENT AGREES TO WAIVE ANY AND ALL CLAIMS AGAINST THE UNITED STATES GOVERNMENT, ITS CONTRACTORS AND SUBCONTRACTORS, AS WELL AS ANY PRIOR RECIPIENT. IF RECIPIENT'S USE OF THE SUBJECT SOFTWARE RESULTS IN ANY LIABILITIES, DEMANDS, DAMAGES, EXPENSES OR LOSSES ARISING FROM SUCH USE, INCLUDING ANY DAMAGES FROM PRODUCTS BASED ON, OR RESULTING FROM, RECIPIENT'S USE OF THE SUBJECT SOFTWARE, RECIPIENT SHALL INDEMNIFY AND HOLD HARMLESS THE UNITED STATES GOVERNMENT, ITS CONTRACTORS AND SUBCONTRACTORS, AS WELL AS ANY PRIOR RECIPIENT, TO THE EXTENT PERMITTED BY LAW. RECIPIENT'S SOLE REMEDY FOR ANY SUCH MATTER SHALL BE THE IMMEDIATE, UNILATERAL TERMINATION OF THIS AGREEMENT.

The GeneLab RNA Sequencing Processing Pipeline and Workflow software also makes use of the following 3rd party Open Source software, released under the licenses indicated above. A complete listing of 3rd Party software notices and licenses made use of in GeneLab RNA Sequencing Processing Pipeline and Workflow can be found in the [RNAseq_3rd_Party_Software.md](../3rd_Party_Licenses/RNAseq_3rd_Party_Software.md) file as indicated above.
The "GeneLab RNA Sequencing Processing Pipeline and Workflow" software also makes use of the following 3rd party Open Source software, released under the licenses indicated above. A complete listing of 3rd Party software notices and licenses made use of in "GeneLab RNA Sequencing Processing Pipeline and Workflow" can be found in the [RNAseq_3rd_Party_Software.md](../3rd_Party_Licenses/RNAseq_3rd_Party_Software.md) file as indicated above.

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**Developed and maintained by:**
Amanda Saravia-Butler
Jonathan Oribello
**Developed by:**
Amanda Saravia-Butler
Jonathan Oribello

**Maintained by:**
Alexis Torres
Crystal Han
13 changes: 13 additions & 0 deletions RNAseq/Workflow_Documentation/NF_RCP-F/workflow_code/envs/AST.yml
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name: AST
channels:
- bioconda
- conda-forge
- defaults
dependencies:
- python=3.8
- pandas=1.2
- isatools
- peppy
- pip
- pip:
- git+https://github.com/J-81/Analysis_Staging.git@0.4.0-beta.7
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