From 6c9a0b879ff7f673a8d2ece1d4aaaa953083a506 Mon Sep 17 00:00:00 2001
From: Dominik Brilhaus <brilhaus@nfdi4plants.org>
Date: Fri, 14 Mar 2025 08:49:19 +0100
Subject: [PATCH 1/9] align with spec: deseq2 (needs fix, missing dep)
---
runs/deseq2-run/README.md | 10 --------
runs/deseq2/run.cwl | 24 +++++++++++++++++++
runs/{deseq2-run/job.yml => deseq2/run.yml} | 0
workflows/deseq2/README.md | 5 ----
workflows/deseq2/{deseq2.cwl => workflow.cwl} | 0
5 files changed, 24 insertions(+), 15 deletions(-)
delete mode 100644 runs/deseq2-run/README.md
create mode 100644 runs/deseq2/run.cwl
rename runs/{deseq2-run/job.yml => deseq2/run.yml} (100%)
rename workflows/deseq2/{deseq2.cwl => workflow.cwl} (100%)
diff --git a/runs/deseq2-run/README.md b/runs/deseq2-run/README.md
deleted file mode 100644
index f416fa7..0000000
--- a/runs/deseq2-run/README.md
+++ /dev/null
@@ -1,10 +0,0 @@
-
-
-
-```bash
-cd runs/deseq2-run
-```
-
-```bash
-cwltool ../../workflows/deseq2/deseq2.cwl job.yml
-```
diff --git a/runs/deseq2/run.cwl b/runs/deseq2/run.cwl
new file mode 100644
index 0000000..849cd98
--- /dev/null
+++ b/runs/deseq2/run.cwl
@@ -0,0 +1,24 @@
+#!/usr/bin/env cwl-runner
+cwlVersion: v1.2
+class: Workflow
+
+inputs:
+ inKallistoResults: Directory
+ inMetadataFile: File
+ inMetadataSample: string
+ inMetadataFactorList: string[]
+
+steps:
+ deseq2:
+ run: ../../workflows/deseq2/workflow.cwl
+ in:
+ inKallistoResults: inKallistoResults
+ inMetadataFile: inMetadataFile
+ inMetadataSample: inMetadataSample
+ inMetadataFactorList: inMetadataFactorList
+ out: [output]
+
+outputs:
+ output:
+ type: File[]
+ outputSource: deseq2/output
diff --git a/runs/deseq2-run/job.yml b/runs/deseq2/run.yml
similarity index 100%
rename from runs/deseq2-run/job.yml
rename to runs/deseq2/run.yml
diff --git a/workflows/deseq2/README.md b/workflows/deseq2/README.md
index 39cf2dc..4a64681 100644
--- a/workflows/deseq2/README.md
+++ b/workflows/deseq2/README.md
@@ -35,11 +35,6 @@ RScript deseq2.R "../../runs/kallisto/kallisto_results" "../../runs/merged_isa_m
```
-## Run CWL-wrapped script
-
-see [runs/deseq2-run](../../runs/deseq2-run)
-
-
## Multi-package containers
- R and combinations of library dependencies are available as multi-package containers from [BioContainers](https://github.com/BioContainers/multi-package-containers)
diff --git a/workflows/deseq2/deseq2.cwl b/workflows/deseq2/workflow.cwl
similarity index 100%
rename from workflows/deseq2/deseq2.cwl
rename to workflows/deseq2/workflow.cwl
--
GitLab
From 7aa6183e1743fb9eb01b4d0e7c2acc800b953f70 Mon Sep 17 00:00:00 2001
From: Dominik Brilhaus <brilhaus@nfdi4plants.org>
Date: Fri, 14 Mar 2025 08:50:19 +0100
Subject: [PATCH 2/9] outcomment tests
---
workflows/deseq2/deseq2.R | 10 +++++-----
1 file changed, 5 insertions(+), 5 deletions(-)
diff --git a/workflows/deseq2/deseq2.R b/workflows/deseq2/deseq2.R
index 88ec8ee..be32d9c 100644
--- a/workflows/deseq2/deseq2.R
+++ b/workflows/deseq2/deseq2.R
@@ -8,12 +8,12 @@ library("rhdf5")
library("ggplot2")
library("readxl")
-## In-and-out
+# ## Tests
-inKallistoResults <- "../../runs/kallisto/kallisto_results"
-inMetadataFile <- "../../runs/isaSampleToRawDataSeq-run/rnaseq-samples.xlsx"
-inMetadataSample <- "Input [Source Name]"
-inMetadataFactorList <- list("Factor [Photosynthesis mode]")
+# inKallistoResults <- "../../runs/kallisto/kallisto_results"
+# inMetadataFile <- "../../runs/isaSampleToRawDataSeq-run/rnaseq-samples.xlsx"
+# inMetadataSample <- "Input [Source Name]"
+# inMetadataFactorList <- list("Factor [Photosynthesis mode]")
### Read arguments from CLI
--
GitLab
From be46d9dfc912d6a1ee48c8f7d5b4870ff97e5cad Mon Sep 17 00:00:00 2001
From: Dominik Brilhaus <brilhaus@nfdi4plants.org>
Date: Fri, 14 Mar 2025 08:55:43 +0100
Subject: [PATCH 3/9] align with spec: isaSampleToRawData
---
runs/isaSampleToRawDataSeq-run/README.md | 10 --------
.../rnaseq-samples.xlsx | Bin 7104 -> 0 bytes
.../rnaseq-samples.csv | 14 +++++-----
.../isaSampleToRawDataSeq/rnaseq-samples.xlsx | Bin 0 -> 7193 bytes
runs/isaSampleToRawDataSeq/run.cwl | 24 ++++++++++++++++++
.../job.yml => isaSampleToRawDataSeq/run.yml} | 0
workflows/isaSampleToRawDataSeq/README.md | 7 -----
...isaSampleToRawDataSeq.cwl => workflow.cwl} | 4 +++
8 files changed, 35 insertions(+), 24 deletions(-)
delete mode 100644 runs/isaSampleToRawDataSeq-run/README.md
delete mode 100644 runs/isaSampleToRawDataSeq-run/rnaseq-samples.xlsx
rename runs/{isaSampleToRawDataSeq-run => isaSampleToRawDataSeq}/rnaseq-samples.csv (96%)
create mode 100644 runs/isaSampleToRawDataSeq/rnaseq-samples.xlsx
create mode 100644 runs/isaSampleToRawDataSeq/run.cwl
rename runs/{isaSampleToRawDataSeq-run/job.yml => isaSampleToRawDataSeq/run.yml} (100%)
delete mode 100644 workflows/isaSampleToRawDataSeq/README.md
rename workflows/isaSampleToRawDataSeq/{isaSampleToRawDataSeq.cwl => workflow.cwl} (88%)
diff --git a/runs/isaSampleToRawDataSeq-run/README.md b/runs/isaSampleToRawDataSeq-run/README.md
deleted file mode 100644
index 6c83a17..0000000
--- a/runs/isaSampleToRawDataSeq-run/README.md
+++ /dev/null
@@ -1,10 +0,0 @@
-
-
-
-```bash
-cd runs/isaSampleToRawDataSeq-run
-```
-
-```bash
-cwltool ../../workflows/isaSampleToRawDataSeq/isaSampleToRawDataSeq.cwl job.yml
-```
diff --git a/runs/isaSampleToRawDataSeq-run/rnaseq-samples.xlsx b/runs/isaSampleToRawDataSeq-run/rnaseq-samples.xlsx
deleted file mode 100644
index 759961513f5d109aacc26dcc233d07e5c0e1325f..0000000000000000000000000000000000000000
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diff --git a/runs/isaSampleToRawDataSeq-run/rnaseq-samples.csv b/runs/isaSampleToRawDataSeq/rnaseq-samples.csv
similarity index 96%
rename from runs/isaSampleToRawDataSeq-run/rnaseq-samples.csv
rename to runs/isaSampleToRawDataSeq/rnaseq-samples.csv
index d9aed97..9404289 100644
--- a/runs/isaSampleToRawDataSeq-run/rnaseq-samples.csv
+++ b/runs/isaSampleToRawDataSeq/rnaseq-samples.csv
@@ -1,7 +1,7 @@
-Input [Sample Name],Characteristic [organism],Term Source REF (OBI:0100026),Term Accession Number (OBI:0100026),Characteristic [organism part],Term Source REF (EFO:0000635),Term Accession Number (EFO:0000635),Characteristic [plant age],Term Source REF (DPBO:0000033),Term Accession Number (DPBO:0000033),Parameter [growth day length],Term Source REF (DPBO:0000041),Term Accession Number (DPBO:0000041),Parameter [light intensity exposure],Unit,Term Source REF (PECO:0007224),Term Accession Number (PECO:0007224),Parameter [humidity day],Unit ,Term Source REF (DPBO:0000005),Term Accession Number (DPBO:0000005),Parameter [temperature day],Unit ,Term Source REF (DPBO:0000007),Term Accession Number (DPBO:0000007),Parameter [temperature night],Unit ,Term Source REF (DPBO:0000008),Term Accession Number (DPBO:0000008),Factor [watering exposure],Term Source REF (PECO:0007383),Term Accession Number (PECO:0007383),Factor [Timepoint],Term Source REF (NCIT:C68568),Term Accession Number (NCIT:C68568),Factor [timepoint-ZT],Term Source REF (),Term Accession Number (),Factor [Photosynthesis mode],Term Source REF () ,Term Accession Number () ,Parameter [biosource amount],Unit ,Term Source REF (DPBO:0000013),Term Accession Number (DPBO:0000013),Parameter [extraction method],Term Source REF (DPBO:0000054),Term Accession Number (DPBO:0000054),Parameter [extraction buffer],Term Source REF (DPBO:0000050),Term Accession Number (DPBO:0000050),Parameter [extraction buffer volume],Unit ,Term Source REF (DPBO:0000051),Term Accession Number (DPBO:0000051),Parameter [RNA quality check],Term Source REF (DPBO:0000062),Term Accession Number (DPBO:0000062),Parameter [library strategy],Term Source REF (DPBO:0000035),Term Accession Number (DPBO:0000035),Parameter [library selection],Term Source REF (DPBO:0000036),Term Accession Number (DPBO:0000036),Parameter [library layout],Term Source REF (DPBO:0000015),Term Accession Number (DPBO:0000015),Parameter [library preparation kit],Term Source REF (GENEPIO:0000085),Term Accession Number (GENEPIO:0000085),Parameter [library preparation kit version],Term Source REF (GENEPIO:0000149),Term Accession Number (GENEPIO:0000149),Parameter [adapter sequence],Term Source REF (GENEPIO:0000083),Term Accession Number (GENEPIO:0000083),Parameter [next generation sequencing instrument model],Term Source REF (DPBO:0000040),Term Accession Number (DPBO:0000040),Parameter [base-calling software],Term Source REF (DPBO:0000017),Term Accession Number (DPBO:0000017),Parameter [base-calling software version],Term Source REF (DPBO:0000018),Term Accession Number (DPBO:0000018),Parameter [Raw data file format],Term Source REF (DPBO:0000021),Term Accession Number (DPBO:0000021),Output [Data]
-CAM_01,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,80,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,CAGATC,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_097_CAMMD_CAGATC_L001_R1_001.fastq.gz
-CAM_02,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,78,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.7 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,CTTGTA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_099_CAMMD_CTTGTA_L001_R1_001.fastq.gz
-CAM_03,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,93,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 6.5 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,AGTCAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_103_CAMMD_AGTCAA_L001_R1_001.fastq.gz
-reC3_01,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,82,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.8 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTCCGC,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_161_reC3MD_GTCCGC_L001_R1_001.fastq.gz
-reC3_02,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,96,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTGAAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_163_reC3MD_GTGAAA_L001_R1_001.fastq.gz
-reC3_03,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,78,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTGAAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_165_re-C3MD_GTGAAA_L002_R1_001.fastq.gz
\ No newline at end of file
+Input [Sample Name],Characteristic [organism],Term Source REF (OBI:0100026),Term Accession Number (OBI:0100026),Characteristic [organism part],Term Source REF (EFO:0000635),Term Accession Number (EFO:0000635),Characteristic [plant age],Term Source REF (DPBO:0000033),Term Accession Number (DPBO:0000033),Parameter [growth day length],Term Source REF (DPBO:0000041),Term Accession Number (DPBO:0000041),Parameter [light intensity exposure],Unit,Term Source REF (PECO:0007224),Term Accession Number (PECO:0007224),Parameter [humidity day],Unit ,Term Source REF (DPBO:0000005),Term Accession Number (DPBO:0000005),Parameter [temperature day],Unit ,Term Source REF (DPBO:0000007),Term Accession Number (DPBO:0000007),Parameter [temperature night],Unit ,Term Source REF (DPBO:0000008),Term Accession Number (DPBO:0000008),Factor [watering exposure],Term Source REF (PECO:0007383),Term Accession Number (PECO:0007383),Factor [Timepoint],Term Source REF (NCIT:C68568),Term Accession Number (NCIT:C68568),Factor [timepoint-ZT],Term Source REF (),Term Accession Number (),Factor [Photosynthesis mode],Term Source REF () ,Term Accession Number () ,Parameter [biosource amount],Unit ,Term Source REF (DPBO:0000013),Term Accession Number (DPBO:0000013),Parameter [extraction method],Term Source REF (DPBO:0000054),Term Accession Number (DPBO:0000054),Parameter [extraction buffer],Term Source REF (DPBO:0000050),Term Accession Number (DPBO:0000050),Parameter [extraction buffer volume],Unit ,Term Source REF (DPBO:0000051),Term Accession Number (DPBO:0000051),Parameter [RNA quality check],Term Source REF (DPBO:0000062),Term Accession Number (DPBO:0000062),Parameter [library strategy],Term Source REF (DPBO:0000035),Term Accession Number (DPBO:0000035),Parameter [library selection],Term Source REF (DPBO:0000036),Term Accession Number (DPBO:0000036),Parameter [library layout],Term Source REF (DPBO:0000015),Term Accession Number (DPBO:0000015),Parameter [library preparation kit],Term Source REF (GENEPIO:0000085),Term Accession Number (GENEPIO:0000085),Parameter [library preparation kit version],Term Source REF (GENEPIO:0000149),Term Accession Number (GENEPIO:0000149),Parameter [adapter sequence],Term Source REF (GENEPIO:0000083),Term Accession Number (GENEPIO:0000083),Parameter [next generation sequencing instrument model],Term Source REF (DPBO:0000040),Term Accession Number (DPBO:0000040),Parameter [base-calling software],Term Source REF (DPBO:0000017),Term Accession Number (DPBO:0000017),Parameter [base-calling software version],Term Source REF (DPBO:0000018),Term Accession Number (DPBO:0000018),Parameter [Raw data file format],Term Source REF (DPBO:0000021),Term Accession Number (DPBO:0000021),Output [Data],Data Format,Data Selector Format
+CAM_01,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,80,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,CAGATC,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_097_CAMMD_CAGATC_L001_R1_001.fastq.gz,,
+CAM_02,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,78,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.7 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,CTTGTA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_099_CAMMD_CTTGTA_L001_R1_001.fastq.gz,,
+CAM_03,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,93,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 6.5 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,AGTCAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_103_CAMMD_AGTCAA_L001_R1_001.fastq.gz,,
+reC3_01,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,82,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.8 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTCCGC,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_161_reC3MD_GTCCGC_L001_R1_001.fastq.gz,,
+reC3_02,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,96,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTGAAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_163_reC3MD_GTGAAA_L001_R1_001.fastq.gz,,
+reC3_03,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,78,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTGAAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_165_re-C3MD_GTGAAA_L002_R1_001.fastq.gz,,
\ No newline at end of file
diff --git a/runs/isaSampleToRawDataSeq/rnaseq-samples.xlsx b/runs/isaSampleToRawDataSeq/rnaseq-samples.xlsx
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literal 0
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diff --git a/runs/isaSampleToRawDataSeq/run.cwl b/runs/isaSampleToRawDataSeq/run.cwl
new file mode 100644
index 0000000..8f00f6a
--- /dev/null
+++ b/runs/isaSampleToRawDataSeq/run.cwl
@@ -0,0 +1,24 @@
+cwlVersion: v1.2
+class: Workflow
+
+inputs:
+ arcPath: Directory
+ assayName: string
+ startingNodeNum: int
+ outName: string
+
+steps:
+ isaSampleToRawDataSeq:
+ run: ../../workflows/isaSampleToRawDataSeq/workflow.cwl
+ in:
+ arcPath: arcPath
+ assayName: assayName
+ startingNodeNum: startingNodeNum
+ outName: outName
+ out: [output]
+
+outputs:
+ output:
+ type: File[]
+ outputSource: isaSampleToRawDataSeq/output
+
diff --git a/runs/isaSampleToRawDataSeq-run/job.yml b/runs/isaSampleToRawDataSeq/run.yml
similarity index 100%
rename from runs/isaSampleToRawDataSeq-run/job.yml
rename to runs/isaSampleToRawDataSeq/run.yml
diff --git a/workflows/isaSampleToRawDataSeq/README.md b/workflows/isaSampleToRawDataSeq/README.md
deleted file mode 100644
index 8ecbd0b..0000000
--- a/workflows/isaSampleToRawDataSeq/README.md
+++ /dev/null
@@ -1,7 +0,0 @@
-
-
-```bash
-
-dotnet fsi isaSampleToRawDataSeq.fsx ../../ Talinum_RNASeq_minimal 1 rnaseq-samples
-
-```
diff --git a/workflows/isaSampleToRawDataSeq/isaSampleToRawDataSeq.cwl b/workflows/isaSampleToRawDataSeq/workflow.cwl
similarity index 88%
rename from workflows/isaSampleToRawDataSeq/isaSampleToRawDataSeq.cwl
rename to workflows/isaSampleToRawDataSeq/workflow.cwl
index e743f32..c2ef89d 100644
--- a/workflows/isaSampleToRawDataSeq/isaSampleToRawDataSeq.cwl
+++ b/workflows/isaSampleToRawDataSeq/workflow.cwl
@@ -1,5 +1,9 @@
cwlVersion: v1.2
class: CommandLineTool
+
+doc: |
+ Run script with `dotnet fsi isaSampleToRawDataSeq.fsx ../../ Talinum_RNASeq_minimal 1 rnaseq-samples`
+
hints:
DockerRequirement:
dockerPull: mcr.microsoft.com/dotnet/sdk:8.0
--
GitLab
From 7efff5719fb31283668259210a89b5223358a25e Mon Sep 17 00:00:00 2001
From: Dominik Brilhaus <brilhaus@nfdi4plants.org>
Date: Fri, 14 Mar 2025 09:47:31 +0100
Subject: [PATCH 4/9] remove cwl aux-tools
---
runs/.gitkeep | 0
workflows/_aux-tools/collectFilesInDir.cwl | 19 -------------------
workflows/kallisto/kallisto-workflow.cwl | 2 +-
.../yield-dirInDestination.cwl | 0
workflows/merge_isa_metadata/placeholder.cwl | 1 -
5 files changed, 1 insertion(+), 21 deletions(-)
delete mode 100644 runs/.gitkeep
delete mode 100644 workflows/_aux-tools/collectFilesInDir.cwl
rename workflows/{_aux-tools => kallisto}/yield-dirInDestination.cwl (100%)
delete mode 100644 workflows/merge_isa_metadata/placeholder.cwl
diff --git a/runs/.gitkeep b/runs/.gitkeep
deleted file mode 100644
index e69de29..0000000
diff --git a/workflows/_aux-tools/collectFilesInDir.cwl b/workflows/_aux-tools/collectFilesInDir.cwl
deleted file mode 100644
index f8d411f..0000000
--- a/workflows/_aux-tools/collectFilesInDir.cwl
+++ /dev/null
@@ -1,19 +0,0 @@
-cwlVersion: v1.2
-class: ExpressionTool
-doc: |
- Takes Files (e.g. from a workflow step) and yields them in a desired directory.
-requirements:
- - class: InlineJavascriptRequirement
-inputs:
- files: File[]
- destination: string
-expression: |
- ${
- return {"outDir": {
- "class": "Directory",
- "basename": inputs.destination,
- "listing": inputs.files
- } };
- }
-outputs:
- outDir: Directory
\ No newline at end of file
diff --git a/workflows/kallisto/kallisto-workflow.cwl b/workflows/kallisto/kallisto-workflow.cwl
index e7f0350..1d020e1 100644
--- a/workflows/kallisto/kallisto-workflow.cwl
+++ b/workflows/kallisto/kallisto-workflow.cwl
@@ -57,7 +57,7 @@ steps:
BootstrapSamples: BootstrapSamples
out: [outFolder]
collectResults:
- run: ../_aux-tools/yield-dirInDestination.cwl
+ run: ./yield-dirInDestination.cwl
scatter: inDir
in:
inDir: quant/outFolder
diff --git a/workflows/_aux-tools/yield-dirInDestination.cwl b/workflows/kallisto/yield-dirInDestination.cwl
similarity index 100%
rename from workflows/_aux-tools/yield-dirInDestination.cwl
rename to workflows/kallisto/yield-dirInDestination.cwl
diff --git a/workflows/merge_isa_metadata/placeholder.cwl b/workflows/merge_isa_metadata/placeholder.cwl
deleted file mode 100644
index 30d74d2..0000000
--- a/workflows/merge_isa_metadata/placeholder.cwl
+++ /dev/null
@@ -1 +0,0 @@
-test
\ No newline at end of file
--
GitLab
From 693ee201fade909f419f951672c18848aa50bc5b Mon Sep 17 00:00:00 2001
From: Dominik Brilhaus <brilhaus@nfdi4plants.org>
Date: Fri, 14 Mar 2025 10:55:50 +0100
Subject: [PATCH 5/9] align with spec: kallisto
---
runs/kallisto/README.md | 8 ----
runs/kallisto/run.cwl | 40 +++++++++++++++++++
runs/kallisto/{workflow.yml => run.yml} | 34 ++++++++--------
workflows/.gitkeep | 0
workflows/kallisto/kallisto-index.cwl | 2 +-
workflows/kallisto/kallisto-quant.cwl | 2 +-
.../{kallisto-workflow.cwl => workflow.cwl} | 0
7 files changed, 59 insertions(+), 27 deletions(-)
delete mode 100644 runs/kallisto/README.md
create mode 100644 runs/kallisto/run.cwl
rename runs/kallisto/{workflow.yml => run.yml} (56%)
delete mode 100644 workflows/.gitkeep
rename workflows/kallisto/{kallisto-workflow.cwl => workflow.cwl} (100%)
diff --git a/runs/kallisto/README.md b/runs/kallisto/README.md
deleted file mode 100644
index e3c73f3..0000000
--- a/runs/kallisto/README.md
+++ /dev/null
@@ -1,8 +0,0 @@
-# Kallisto Workflow
-
-## Executing the multi-step workflow
-
-```bash
-cd runs/kallisto/
-cwltool --cachedir cache2 ../../workflows/kallisto/kallisto-workflow.cwl workflow.yml > $(date +"%Y-%m-%d_%H-%M").log 2>&1 &
-```
diff --git a/runs/kallisto/run.cwl b/runs/kallisto/run.cwl
new file mode 100644
index 0000000..7ab4d83
--- /dev/null
+++ b/runs/kallisto/run.cwl
@@ -0,0 +1,40 @@
+#!/usr/bin/env cwl-runner
+cwlVersion: v1.2
+class: Workflow
+
+requirements:
+ SubworkflowFeatureRequirement: {}
+
+inputs:
+ IndexInput: File[]
+ InputReadsMultipleSamples:
+ type:
+ type: array
+ items:
+ type: array
+ items: File
+ numUnderscoresFileName: int
+ isSingle: boolean
+ FragmentLength: double?
+ StandardDeviation: double?
+ BootstrapSamples: int?
+ resultsFolder: string
+
+steps:
+ kallisto:
+ run: ../../workflows/kallisto/workflow.cwl
+ in:
+ IndexInput: IndexInput
+ InputReadsMultipleSamples: InputReadsMultipleSamples
+ numUnderscoresFileName: numUnderscoresFileName
+ isSingle: isSingle
+ FragmentLength: FragmentLength
+ StandardDeviation: StandardDeviation
+ BootstrapSamples: BootstrapSamples
+ resultsFolder: resultsFolder
+ out: [finalOut]
+
+outputs:
+ finalOut:
+ type: Directory[]
+ outputSource: kallisto/finalOut
diff --git a/runs/kallisto/workflow.yml b/runs/kallisto/run.yml
similarity index 56%
rename from runs/kallisto/workflow.yml
rename to runs/kallisto/run.yml
index 0f8f15d..1d147f9 100644
--- a/runs/kallisto/workflow.yml
+++ b/runs/kallisto/run.yml
@@ -17,22 +17,22 @@ InputReadsMultipleSamples:
- class: File
path: ../../assays/Talinum_RNASeq_minimal/dataset/DB_099_CAMMD_CTTGTA_L001_R1_001.fastq.gz
format: edam:format_1930 # FASTQ
- -
- - class: File
- path: ../../assays/Talinum_RNASeq_minimal/dataset/DB_103_CAMMD_AGTCAA_L001_R1_001.fastq.gz
- format: edam:format_1930 # FASTQ
- -
- - class: File
- path: ../../assays/Talinum_RNASeq_minimal/dataset/DB_161_reC3MD_GTCCGC_L001_R1_001.fastq.gz
- format: edam:format_1930 # FASTQ
- -
- - class: File
- path: ../../assays/Talinum_RNASeq_minimal/dataset/DB_163_reC3MD_GTGAAA_L001_R1_001.fastq.gz
- format: edam:format_1930 # FASTQ
- -
- - class: File
- path: ../../assays/Talinum_RNASeq_minimal/dataset/DB_165_re-C3MD_GTGAAA_L002_R1_001.fastq.gz
- format: edam:format_1930 # FASTQ
+ # -
+ # - class: File
+ # path: ../../assays/Talinum_RNASeq_minimal/dataset/DB_103_CAMMD_AGTCAA_L001_R1_001.fastq.gz
+ # format: edam:format_1930 # FASTQ
+ # -
+ # - class: File
+ # path: ../../assays/Talinum_RNASeq_minimal/dataset/DB_161_reC3MD_GTCCGC_L001_R1_001.fastq.gz
+ # format: edam:format_1930 # FASTQ
+ # -
+ # - class: File
+ # path: ../../assays/Talinum_RNASeq_minimal/dataset/DB_163_reC3MD_GTGAAA_L001_R1_001.fastq.gz
+ # format: edam:format_1930 # FASTQ
+ # -
+ # - class: File
+ # path: ../../assays/Talinum_RNASeq_minimal/dataset/DB_165_re-C3MD_GTGAAA_L002_R1_001.fastq.gz
+ # format: edam:format_1930 # FASTQ
numUnderscoresFileName: 2
@@ -42,7 +42,7 @@ FragmentLength: 200
StandardDeviation: 20
BootstrapSamples: 30
-resultsFolder: kallisto_results
+resultsFolder: test
$namespaces:
edam: https://edamontology.org/
\ No newline at end of file
diff --git a/workflows/.gitkeep b/workflows/.gitkeep
deleted file mode 100644
index e69de29..0000000
diff --git a/workflows/kallisto/kallisto-index.cwl b/workflows/kallisto/kallisto-index.cwl
index 3d29b9e..d35f520 100644
--- a/workflows/kallisto/kallisto-index.cwl
+++ b/workflows/kallisto/kallisto-index.cwl
@@ -4,7 +4,7 @@ class: CommandLineTool
hints:
DockerRequirement:
- dockerPull: quay.io/biocontainers/kallisto:0.50.1--h6de1650_2
+ dockerPull: quay.io/biocontainers/kallisto:0.51.1--ha4fb952_1
SoftwareRequirement:
packages:
kallisto:
diff --git a/workflows/kallisto/kallisto-quant.cwl b/workflows/kallisto/kallisto-quant.cwl
index 6d3e357..026f7e1 100755
--- a/workflows/kallisto/kallisto-quant.cwl
+++ b/workflows/kallisto/kallisto-quant.cwl
@@ -4,7 +4,7 @@ class: CommandLineTool
hints:
DockerRequirement:
- dockerPull: quay.io/biocontainers/kallisto:0.50.1--h6de1650_2
+ dockerPull: quay.io/biocontainers/kallisto:0.51.1--ha4fb952_1
SoftwareRequirement:
packages:
kallisto:
diff --git a/workflows/kallisto/kallisto-workflow.cwl b/workflows/kallisto/workflow.cwl
similarity index 100%
rename from workflows/kallisto/kallisto-workflow.cwl
rename to workflows/kallisto/workflow.cwl
--
GitLab
From effde36dee924acd39d5b6e7a40a7f13335908a9 Mon Sep 17 00:00:00 2001
From: Dominik Brilhaus <brilhaus@nfdi4plants.org>
Date: Fri, 14 Mar 2025 13:58:02 +0100
Subject: [PATCH 6/9] try fix kallisto_vollect (fails due to docker deps)
---
runs/kallisto_collect/README.md | 6 -
runs/kallisto_collect/out/isa.dataset.xlsx | Bin 13276 -> 0 bytes
.../out/kallisto_mappingStats.csv | 7 -
.../out/kallisto_sleuthObject.RData | 3 -
.../out/kallisto_tpmMatrix.csv | 31435 ----------------
runs/kallisto_collect/run.cwl | 27 +
runs/kallisto_collect/run.yml | 2 +-
workflows/deseq2/deseq2.R | 4 +-
workflows/kallisto_collect/Dockerfile | 29 +
workflows/kallisto_collect/kallisto_collect.R | 28 +-
.../kallisto_collect/kallisto_collect.cwl | 46 -
workflows/kallisto_collect/workflow.cwl | 52 +
12 files changed, 120 insertions(+), 31519 deletions(-)
delete mode 100644 runs/kallisto_collect/README.md
delete mode 100644 runs/kallisto_collect/out/isa.dataset.xlsx
delete mode 100644 runs/kallisto_collect/out/kallisto_mappingStats.csv
delete mode 100644 runs/kallisto_collect/out/kallisto_sleuthObject.RData
delete mode 100644 runs/kallisto_collect/out/kallisto_tpmMatrix.csv
create mode 100644 runs/kallisto_collect/run.cwl
create mode 100644 workflows/kallisto_collect/Dockerfile
delete mode 100644 workflows/kallisto_collect/kallisto_collect.cwl
create mode 100644 workflows/kallisto_collect/workflow.cwl
diff --git a/runs/kallisto_collect/README.md b/runs/kallisto_collect/README.md
deleted file mode 100644
index a680462..0000000
--- a/runs/kallisto_collect/README.md
+++ /dev/null
@@ -1,6 +0,0 @@
-
-
-```bash
-cd runs/kallisto_collect/
-cwltool ../../workflows/kallisto_collect/kallisto_collect.cwl run.yml > $(date +"%Y-%m-%d_%H-%M").log 2>&1 &
-```
diff --git a/runs/kallisto_collect/out/isa.dataset.xlsx b/runs/kallisto_collect/out/isa.dataset.xlsx
deleted file mode 100644
index f590d99f95e7568392f316133577e385bd72228b..0000000000000000000000000000000000000000
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diff --git a/runs/kallisto_collect/out/kallisto_mappingStats.csv b/runs/kallisto_collect/out/kallisto_mappingStats.csv
deleted file mode 100644
index 21b8d2b..0000000
--- a/runs/kallisto_collect/out/kallisto_mappingStats.csv
+++ /dev/null
@@ -1,7 +0,0 @@
-"ID","n_targets","n_bootstraps","n_processed","n_pseudoaligned","n_unique","p_pseudoaligned","p_unique","kallisto_version","index_version","start_time","call"
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-"DB_099",31434,100,14332278,10066506,9848811,70.2,68.7,"0.44.0",10,"Fri Aug 6 15:49:19 2021","kallisto quant --single -b 100 -t 30 -l 200 -s 20 -i /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005//runs/01_kallisto_index -o /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005//runs/01_kallisto_results/DB_099 /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005/assays/Talinum_RNASeq_minimal/dataset/DB_099_CAMMD_CTTGTA_L001_R1_001.fastq.gz"
-"DB_103",31434,100,13083957,9007720,8828236,68.8,67.5,"0.44.0",10,"Fri Aug 6 15:50:41 2021","kallisto quant --single -b 100 -t 30 -l 200 -s 20 -i /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005//runs/01_kallisto_index -o /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005//runs/01_kallisto_results/DB_103 /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005/assays/Talinum_RNASeq_minimal/dataset/DB_103_CAMMD_AGTCAA_L001_R1_001.fastq.gz"
-"DB_161",31434,100,12785081,9058396,8740183,70.9,68.4,"0.44.0",10,"Fri Aug 6 15:51:58 2021","kallisto quant --single -b 100 -t 30 -l 200 -s 20 -i /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005//runs/01_kallisto_index -o /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005//runs/01_kallisto_results/DB_161 /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005/assays/Talinum_RNASeq_minimal/dataset/DB_161_reC3MD_GTCCGC_L001_R1_001.fastq.gz"
-"DB_163",31434,100,14312514,10054493,9707941,70.2,67.8,"0.44.0",10,"Fri Aug 6 15:53:12 2021","kallisto quant --single -b 100 -t 30 -l 200 -s 20 -i /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005//runs/01_kallisto_index -o /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005//runs/01_kallisto_results/DB_163 /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005/assays/Talinum_RNASeq_minimal/dataset/DB_163_reC3MD_GTGAAA_L001_R1_001.fastq.gz"
-"DB_165",31434,100,13679479,9552504,9264346,69.8,67.7,"0.44.0",10,"Fri Aug 6 15:54:35 2021","kallisto quant --single -b 100 -t 30 -l 200 -s 20 -i /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005//runs/01_kallisto_index -o /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005//runs/01_kallisto_results/DB_165 /Users/dominikbrilhaus/sciebo/CEPLAS_DM/CEPLAS_ARCs/ARC0005/assays/Talinum_RNASeq_minimal/dataset/DB_165_re-C3MD_GTGAAA_L002_R1_001.fastq.gz"
diff --git a/runs/kallisto_collect/out/kallisto_sleuthObject.RData b/runs/kallisto_collect/out/kallisto_sleuthObject.RData
deleted file mode 100644
index 01ae821..0000000
--- a/runs/kallisto_collect/out/kallisto_sleuthObject.RData
+++ /dev/null
@@ -1,3 +0,0 @@
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diff --git a/runs/kallisto_collect/out/kallisto_tpmMatrix.csv b/runs/kallisto_collect/out/kallisto_tpmMatrix.csv
deleted file mode 100644
index b36c478..0000000
--- a/runs/kallisto_collect/out/kallisto_tpmMatrix.csv
+++ /dev/null
@@ -1,31435 +0,0 @@
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diff --git a/runs/kallisto_collect/run.cwl b/runs/kallisto_collect/run.cwl
new file mode 100644
index 0000000..1d3f6bb
--- /dev/null
+++ b/runs/kallisto_collect/run.cwl
@@ -0,0 +1,27 @@
+#!/usr/bin/env cwl-runner
+
+cwlVersion: v1.2
+class: Workflow
+
+inputs:
+ in_kallisto_results: Directory
+ in_metadata_file: File
+ in_metadata_sample: string
+ in_metadata_factor: string
+ out_folder: string
+
+steps:
+ collectResults:
+ run: ../../workflows/kallisto_collect/workflow.cwl
+ in:
+ in_kallisto_results: in_kallisto_results
+ in_metadata_file: in_metadata_file
+ in_metadata_sample: in_metadata_sample
+ in_metadata_factor: in_metadata_factor
+ out_folder: out_folder
+ out: [outdir]
+
+outputs:
+ outdir:
+ type: Directory[]
+ outputSource: collectResults/outdir
diff --git a/runs/kallisto_collect/run.yml b/runs/kallisto_collect/run.yml
index ba0dd18..d39e600 100644
--- a/runs/kallisto_collect/run.yml
+++ b/runs/kallisto_collect/run.yml
@@ -6,4 +6,4 @@ in_metadata_file:
path: ../merged_isa_metadata/out/merged_isa.tsv
in_metadata_sample: "Sample.Name.2"
in_metadata_factor: "Factor..Photosynthesis.mode."
-out_folder: out
+out_folder: results
diff --git a/workflows/deseq2/deseq2.R b/workflows/deseq2/deseq2.R
index be32d9c..0d5f022 100644
--- a/workflows/deseq2/deseq2.R
+++ b/workflows/deseq2/deseq2.R
@@ -11,8 +11,8 @@ library("readxl")
# ## Tests
# inKallistoResults <- "../../runs/kallisto/kallisto_results"
-# inMetadataFile <- "../../runs/isaSampleToRawDataSeq-run/rnaseq-samples.xlsx"
-# inMetadataSample <- "Input [Source Name]"
+# inMetadataFile <- "../../runs/isaSampleToRawDataSeq/rnaseq-samples.xlsx"
+# inMetadataSample <- "Input [Sample Name]"
# inMetadataFactorList <- list("Factor [Photosynthesis mode]")
### Read arguments from CLI
diff --git a/workflows/kallisto_collect/Dockerfile b/workflows/kallisto_collect/Dockerfile
new file mode 100644
index 0000000..39a6609
--- /dev/null
+++ b/workflows/kallisto_collect/Dockerfile
@@ -0,0 +1,29 @@
+# Use an official R base image
+FROM rocker/r-ver:4.1.3
+
+# Install system dependencies for R packages and other utilities
+RUN apt-get update && apt-get install -y \
+ libcurl4-openssl-dev \
+ libssl-dev \
+ libxml2-dev \
+ git \
+ build-essential \
+ && rm -rf /var/lib/apt/lists/*
+
+# Install BiocManager
+RUN R -e "install.packages('BiocManager')"
+
+# Install Bioconductor version 3.14
+RUN R -e "BiocManager::install(version = '3.11')"
+
+# Install sleuth from Bioconductor
+RUN R -e "BiocManager::install('sleuth')"
+
+# Install other necessary CRAN packages
+RUN R -e "install.packages('jsonlite', repos='https://cran.r-project.org')"
+
+# Set the working directory to /app
+WORKDIR /app
+
+# Default command to run when the container starts
+CMD ["R"]
diff --git a/workflows/kallisto_collect/kallisto_collect.R b/workflows/kallisto_collect/kallisto_collect.R
index b2023ff..1386c9f 100644
--- a/workflows/kallisto_collect/kallisto_collect.R
+++ b/workflows/kallisto_collect/kallisto_collect.R
@@ -4,14 +4,8 @@
#### Load required library
################################################
-if(!"BiocManager" %in% row.names(installed.packages())){install.packages('BiocManager')}
-
-if(!"sleuth" %in% row.names(installed.packages())){
- BiocManager::install('pachterlab/sleuth')
-}
-if(!"tidyverse" %in% row.names(installed.packages())){install.packages("tidyverse")}
-if(!"openxlsx" %in% row.names(installed.packages())){install.packages("openxlsx")}
-if(!"jsonlite" %in% row.names(installed.packages())){install.packages("jsonlite")}
+library('sleuth')
+library("jsonlite")
################################################
#### Read arguments from CLI
@@ -25,7 +19,6 @@ in_metadata_sample <- args[3]
in_metadata_factor <- args[4]
out_folder <- args[5]
-
################################################
#### If it does not exist, create out dir
################################################
@@ -36,7 +29,7 @@ dir.create(out_folder, recursive = T, showWarnings = F)
#### Read ISA sample metadata
################################################
-samples <- read.table(file = in_metadata_file, sep = "\t")
+samples <- read.table(file = in_metadata_file, sep = "\t", header = TRUE)
################################################
#### Read Kallisto results
@@ -57,12 +50,10 @@ path_df <- data.frame(path = kal_dirs, out_name = gsub(".+/", "", kal_dirs))
s2c <- merge(s2c, path_df, by = "out_name")
# Build a sleuth object
-
so <- sleuth_prep(s2c, full_model = ~condition, num_cores = 1)
save(so, file = paste(out_folder, "kallisto_sleuthObject.RData", sep = "/"))
-
################################################
#### Extract expression tables
################################################
@@ -74,21 +65,20 @@ expression_data <- kallisto_table(so)
write.csv(expression_data, paste(out_folder, "/kallisto_df.csv", sep = "/"), row.names = F)
## as tpm matrix (gene x sample)
-tpm_table <- pivot_wider(expression_data, id_cols = target_id, names_from = sample, values_from = tpm)
+# Replacing pivot_wider() with base R operations
+tpm_table <- reshape(expression_data, idvar = "target_id", timevar = "sample", direction = "wide", v.names = "tpm")
-## write to file
+# Write to file
write.csv(tpm_table, paste(out_folder, "/kallisto_tpmMatrix.csv", sep = "/"), row.names = F)
################################################
#### Summarize mapping stats
################################################
-mapping_stats <- c()
-for (i in dir(kal_dirs, pattern = ".json", full.names = T))
-{
+mapping_stats <- list()
+for (i in dir(kal_dirs, pattern = ".json", full.names = T)) {
id <- unlist(strsplit(i, split = "/"))
-
- z <- data.frame(ID = id[length(id) - 1], read_json(i, simplifyVector = T))
+ z <- data.frame(ID = id[length(id) - 1], fromJSON(i, simplifyVector = T))
mapping_stats <- rbind(mapping_stats, z)
}
diff --git a/workflows/kallisto_collect/kallisto_collect.cwl b/workflows/kallisto_collect/kallisto_collect.cwl
deleted file mode 100644
index 6428310..0000000
--- a/workflows/kallisto_collect/kallisto_collect.cwl
+++ /dev/null
@@ -1,46 +0,0 @@
-#!/usr/bin/env cwl-runner
-
-cwlVersion: v1.2
-class: CommandLineTool
-
-requirements:
- - class: InitialWorkDirRequirement
- listing:
- - entryname: kallisto_collect.R
- entry:
- $include: kallisto_collect.R
- - class: NetworkAccess
- networkAccess: true
-
-baseCommand: [Rscript, kallisto_collect.R]
-
-inputs:
-
-- id: in_kallisto_results
- type: Directory
- inputBinding:
- position: 1
-- id: in_metadata_file
- type: File
- inputBinding:
- position: 2
-- id: in_metadata_sample
- type: string
- inputBinding:
- position: 3
-- id: in_metadata_factor
- type: string
- inputBinding:
- position: 4
-- id: out_folder
- type: string
- inputBinding:
- position: 5
-
-outputs:
-- id: outdir
- type:
- type: array
- items: Directory
- outputBinding:
- glob: $(runtime.outdir)/$(inputs.out_folder)
diff --git a/workflows/kallisto_collect/workflow.cwl b/workflows/kallisto_collect/workflow.cwl
new file mode 100644
index 0000000..28a198f
--- /dev/null
+++ b/workflows/kallisto_collect/workflow.cwl
@@ -0,0 +1,52 @@
+#!/usr/bin/env cwl-runner
+
+cwlVersion: v1.2
+class: CommandLineTool
+
+hints:
+ # DockerRequirement:
+ # dockerImageId: "sleuth"
+ # dockerFile: {$include: "Dockerfile"}
+ DockerRequirement:
+ dockerPull: quay.io/biocontainers/mulled-v2-fdd016122f200fdc6dc30f6ea2fd0000e8067dff:f9531f6ac1f44332eff70b5912d7d5f3ebe8df38-0
+
+requirements:
+ - class: InitialWorkDirRequirement
+ listing:
+ - entryname: kallisto_collect.R
+ entry:
+ $include: kallisto_collect.R
+ - class: NetworkAccess
+ networkAccess: true
+
+baseCommand: [Rscript, kallisto_collect.R]
+
+inputs:
+ - id: in_kallisto_results
+ type: Directory
+ inputBinding:
+ position: 1
+ - id: in_metadata_file
+ type: File
+ inputBinding:
+ position: 2
+ - id: in_metadata_sample
+ type: string
+ inputBinding:
+ position: 3
+ - id: in_metadata_factor
+ type: string
+ inputBinding:
+ position: 4
+ - id: out_folder
+ type: string
+ inputBinding:
+ position: 5
+
+outputs:
+- id: outdir
+ type:
+ type: array
+ items: Directory
+ outputBinding:
+ glob: $(runtime.outdir)/$(inputs.out_folder)
--
GitLab
From 26181b2f504bce3de7ef1da036c83da9cfdb007e Mon Sep 17 00:00:00 2001
From: Dominik Brilhaus <brilhaus@nfdi4plants.org>
Date: Fri, 14 Mar 2025 14:26:47 +0100
Subject: [PATCH 7/9] adapt isaSampleToRawDataSeq to start from Source (not
Sample)
---
runs/isaSampleToRawDataSeq/rnaseq-samples.csv | 14 ++++----
.../isaSampleToRawDataSeq/rnaseq-samples.xlsx | Bin 7193 -> 7183 bytes
.../isaSampleToRawDataSeq.fsx | 31 ++++++++++--------
3 files changed, 24 insertions(+), 21 deletions(-)
diff --git a/runs/isaSampleToRawDataSeq/rnaseq-samples.csv b/runs/isaSampleToRawDataSeq/rnaseq-samples.csv
index 9404289..e162828 100644
--- a/runs/isaSampleToRawDataSeq/rnaseq-samples.csv
+++ b/runs/isaSampleToRawDataSeq/rnaseq-samples.csv
@@ -1,7 +1,7 @@
-Input [Sample Name],Characteristic [organism],Term Source REF (OBI:0100026),Term Accession Number (OBI:0100026),Characteristic [organism part],Term Source REF (EFO:0000635),Term Accession Number (EFO:0000635),Characteristic [plant age],Term Source REF (DPBO:0000033),Term Accession Number (DPBO:0000033),Parameter [growth day length],Term Source REF (DPBO:0000041),Term Accession Number (DPBO:0000041),Parameter [light intensity exposure],Unit,Term Source REF (PECO:0007224),Term Accession Number (PECO:0007224),Parameter [humidity day],Unit ,Term Source REF (DPBO:0000005),Term Accession Number (DPBO:0000005),Parameter [temperature day],Unit ,Term Source REF (DPBO:0000007),Term Accession Number (DPBO:0000007),Parameter [temperature night],Unit ,Term Source REF (DPBO:0000008),Term Accession Number (DPBO:0000008),Factor [watering exposure],Term Source REF (PECO:0007383),Term Accession Number (PECO:0007383),Factor [Timepoint],Term Source REF (NCIT:C68568),Term Accession Number (NCIT:C68568),Factor [timepoint-ZT],Term Source REF (),Term Accession Number (),Factor [Photosynthesis mode],Term Source REF () ,Term Accession Number () ,Parameter [biosource amount],Unit ,Term Source REF (DPBO:0000013),Term Accession Number (DPBO:0000013),Parameter [extraction method],Term Source REF (DPBO:0000054),Term Accession Number (DPBO:0000054),Parameter [extraction buffer],Term Source REF (DPBO:0000050),Term Accession Number (DPBO:0000050),Parameter [extraction buffer volume],Unit ,Term Source REF (DPBO:0000051),Term Accession Number (DPBO:0000051),Parameter [RNA quality check],Term Source REF (DPBO:0000062),Term Accession Number (DPBO:0000062),Parameter [library strategy],Term Source REF (DPBO:0000035),Term Accession Number (DPBO:0000035),Parameter [library selection],Term Source REF (DPBO:0000036),Term Accession Number (DPBO:0000036),Parameter [library layout],Term Source REF (DPBO:0000015),Term Accession Number (DPBO:0000015),Parameter [library preparation kit],Term Source REF (GENEPIO:0000085),Term Accession Number (GENEPIO:0000085),Parameter [library preparation kit version],Term Source REF (GENEPIO:0000149),Term Accession Number (GENEPIO:0000149),Parameter [adapter sequence],Term Source REF (GENEPIO:0000083),Term Accession Number (GENEPIO:0000083),Parameter [next generation sequencing instrument model],Term Source REF (DPBO:0000040),Term Accession Number (DPBO:0000040),Parameter [base-calling software],Term Source REF (DPBO:0000017),Term Accession Number (DPBO:0000017),Parameter [base-calling software version],Term Source REF (DPBO:0000018),Term Accession Number (DPBO:0000018),Parameter [Raw data file format],Term Source REF (DPBO:0000021),Term Accession Number (DPBO:0000021),Output [Data],Data Format,Data Selector Format
-CAM_01,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,80,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,CAGATC,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_097_CAMMD_CAGATC_L001_R1_001.fastq.gz,,
-CAM_02,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,78,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.7 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,CTTGTA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_099_CAMMD_CTTGTA_L001_R1_001.fastq.gz,,
-CAM_03,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,93,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 6.5 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,AGTCAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_103_CAMMD_AGTCAA_L001_R1_001.fastq.gz,,
-reC3_01,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,82,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.8 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTCCGC,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_161_reC3MD_GTCCGC_L001_R1_001.fastq.gz,,
-reC3_02,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,96,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTGAAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_163_reC3MD_GTGAAA_L001_R1_001.fastq.gz,,
-reC3_03,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,78,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTGAAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_165_re-C3MD_GTGAAA_L002_R1_001.fastq.gz,,
\ No newline at end of file
+Input [Source Name],Characteristic [organism],Term Source REF (OBI:0100026),Term Accession Number (OBI:0100026),Characteristic [organism part],Term Source REF (EFO:0000635),Term Accession Number (EFO:0000635),Characteristic [plant age],Term Source REF (DPBO:0000033),Term Accession Number (DPBO:0000033),Parameter [growth day length],Term Source REF (DPBO:0000041),Term Accession Number (DPBO:0000041),Parameter [light intensity exposure],Unit,Term Source REF (PECO:0007224),Term Accession Number (PECO:0007224),Parameter [humidity day],Unit ,Term Source REF (DPBO:0000005),Term Accession Number (DPBO:0000005),Parameter [temperature day],Unit ,Term Source REF (DPBO:0000007),Term Accession Number (DPBO:0000007),Parameter [temperature night],Unit ,Term Source REF (DPBO:0000008),Term Accession Number (DPBO:0000008),Factor [watering exposure],Term Source REF (PECO:0007383),Term Accession Number (PECO:0007383),Factor [Timepoint],Term Source REF (NCIT:C68568),Term Accession Number (NCIT:C68568),Factor [timepoint-ZT],Term Source REF (),Term Accession Number (),Factor [Photosynthesis mode],Term Source REF () ,Term Accession Number () ,Parameter [biosource amount],Unit ,Term Source REF (DPBO:0000013),Term Accession Number (DPBO:0000013),Parameter [extraction method],Term Source REF (DPBO:0000054),Term Accession Number (DPBO:0000054),Parameter [extraction buffer],Term Source REF (DPBO:0000050),Term Accession Number (DPBO:0000050),Parameter [extraction buffer volume],Unit ,Term Source REF (DPBO:0000051),Term Accession Number (DPBO:0000051),Parameter [RNA quality check],Term Source REF (DPBO:0000062),Term Accession Number (DPBO:0000062),Parameter [library strategy],Term Source REF (DPBO:0000035),Term Accession Number (DPBO:0000035),Parameter [library selection],Term Source REF (DPBO:0000036),Term Accession Number (DPBO:0000036),Parameter [library layout],Term Source REF (DPBO:0000015),Term Accession Number (DPBO:0000015),Parameter [library preparation kit],Term Source REF (GENEPIO:0000085),Term Accession Number (GENEPIO:0000085),Parameter [library preparation kit version],Term Source REF (GENEPIO:0000149),Term Accession Number (GENEPIO:0000149),Parameter [adapter sequence],Term Source REF (GENEPIO:0000083),Term Accession Number (GENEPIO:0000083),Parameter [next generation sequencing instrument model],Term Source REF (DPBO:0000040),Term Accession Number (DPBO:0000040),Parameter [base-calling software],Term Source REF (DPBO:0000017),Term Accession Number (DPBO:0000017),Parameter [base-calling software version],Term Source REF (DPBO:0000018),Term Accession Number (DPBO:0000018),Parameter [Raw data file format],Term Source REF (DPBO:0000021),Term Accession Number (DPBO:0000021),Output [Data],Data Format,Data Selector Format
+DB_097,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,80,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,CAGATC,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_097_CAMMD_CAGATC_L001_R1_001.fastq.gz,,
+DB_099,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,78,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.7 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,CTTGTA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_099_CAMMD_CTTGTA_L001_R1_001.fastq.gz,,
+DB_103,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought,user-specific,,MD,user-specific,,6,user-specific,,CAM,user-specific,,93,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 6.5 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,AGTCAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_103_CAMMD_AGTCAA_L001_R1_001.fastq.gz,,
+DB_161,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,82,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.8 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTCCGC,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_161_reC3MD_GTCCGC_L001_R1_001.fastq.gz,,
+DB_163,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,96,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTGAAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_163_reC3MD_GTGAAA_L001_R1_001.fastq.gz,,
+DB_165,Talinum fruticosum,NCBITaxon,http://purl.obolibrary.org/obo/NCBITaxon_110664,leaf,PO,https://www.ebi.ac.uk/ols4/ontologies/po/classes/http%253A%252F%252Fpurl.obolibrary.org%252Fobo%252FPO_0025034,28 days after germination,user-specific,,12 hr light / 12 hr dark,user-specific,,425,microeinstein per square meter per second,UO,https://bioregistry.io/UO:0000160,37,percent,UO,https://bioregistry.io/UO:0000187,30,degree celsius,UO,https://bioregistry.io/UO:0000027,22,degree celsius,UO,https://bioregistry.io/UO:0000027,12 days drought + 2 days rewatered,user-specific,,MD,user-specific,,6,user-specific,,reC3,user-specific,,78,milligram,UO,https://bioregistry.io/UO:0000022,Roboklon EURx GeneMATRIX Universal RNA Purification version 2.3 September 2011,user-specific,,Roboklon commercial buffers,user-specific,,300,microliter,UO,https://bioregistry.io/UO:0000101,RIN 7.6 (Agilent Bioanalyzer 2100 expert_Plant RNA Nano),user-specific,,RNA-seq,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000003,cDNA method,user-specific,,single-end,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_0000086,Illumina TruSeq RNA Sample Prep Kit,,,version 2,,,GTGAAA,,,Illumina HiSeq 2000,DPBO,http://purl.org/nfdi4plants/ontology/dpbo/DPBO_1000041,Illumina Cassava,user-specific,,v1.8.2,,,*.fastq.gz,,,DB_165_re-C3MD_GTGAAA_L002_R1_001.fastq.gz,,
\ No newline at end of file
diff --git a/runs/isaSampleToRawDataSeq/rnaseq-samples.xlsx b/runs/isaSampleToRawDataSeq/rnaseq-samples.xlsx
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diff --git a/workflows/isaSampleToRawDataSeq/isaSampleToRawDataSeq.fsx b/workflows/isaSampleToRawDataSeq/isaSampleToRawDataSeq.fsx
index 5ac29ad..c73f8d1 100644
--- a/workflows/isaSampleToRawDataSeq/isaSampleToRawDataSeq.fsx
+++ b/workflows/isaSampleToRawDataSeq/isaSampleToRawDataSeq.fsx
@@ -2,17 +2,25 @@
// Dependencies
-#r "nuget: ARCtrl.NET"
+#r "nuget: ARCtrl"
#r "nuget: ARCtrl.QueryModel"
#r "nuget: FsSpreadsheet.CsvIO"
-open ARCtrl.NET
open ARCtrl
open ARCtrl.QueryModel
open ARCtrl.Helper
open FsSpreadsheet.Net
open FsSpreadsheet.CsvIO
+
+// test parameters
+// let source = __SOURCE_DIRECTORY__
+// let arcPath = System.IO.Path.Combine(source, "../../")
+// let assayName = "Talinum_RNASeq_minimal"
+// let startingNodeNum = 0
+// let outName = "rnaseq-samples"
+
+
// input parameters
let args : string array = fsi.CommandLineArgs |> Array.tail
@@ -31,13 +39,6 @@ type ArcTables with
)
|> ArcTables
-// // test parameters
-// let source = __SOURCE_DIRECTORY__
-// let arcPath = Path.Combine(source, "../../")
-// let assayName = "Talinum_RNASeq_minimal"
-// let startingNodeNum = 0
-// let outName = "rnaseq-samples"
-
// Load ARC
// Remove all tables with either an input or output column missing
@@ -97,8 +98,6 @@ let shittify (a : ARC) =
let arc = ARC.load(arcPath) |> clean |> shittify
-
-
let inv = arc.ISA.Value
// Load first data node
@@ -108,7 +107,11 @@ let firstData = inv.GetAssay(assayName).FirstData
// Create headers for output table
let headers = [
- CompositeHeader.Input IOType.Sample
+
+ CompositeHeader.Input IOType.Source
+
+ // CompositeHeader.Input IOType.Sample
+
for v in inv.ArcTables.IgnoreShitty().ValuesOf firstData.[0].Name do
if v.IsCharacteristicValue then
CompositeHeader.Characteristic v.Category
@@ -128,7 +131,7 @@ let headers = [
let getRow (d: QNode) =
[|
- CompositeCell.createFreeText (inv.ArcTables.SamplesOf d).[startingNodeNum].Name
+ CompositeCell.createFreeText (inv.ArcTables.SourcesOf d).[startingNodeNum].Name
for v in inv.ArcTables.ValuesOf d do
if v.HasUnit then
@@ -165,4 +168,4 @@ wb.AddWorksheet ws
wb.ToXlsxFile ($"{outName}.xlsx")
// Write to csv
-wb.ToCsvFile ($"{outName}.csv")
\ No newline at end of file
+wb.ToCsvFile ($"{outName}.csv")
--
GitLab
From 9146ed6013d2fb39b9f43d4d30bf351c3db0e1ae Mon Sep 17 00:00:00 2001
From: Dominik Brilhaus <brilhaus@nfdi4plants.org>
Date: Fri, 14 Mar 2025 14:51:33 +0100
Subject: [PATCH 8/9] deseq: use csv as input, return svg figures
---
runs/deseq2/results_ma-plot.svg | 25033 +++++++++++++++++++++++
runs/deseq2/results_pca-plot.svg | 305 +
runs/deseq2/results_stats.csv | 31435 +++++++++++++++++++++++++++++
runs/deseq2/run.yml | 6 +-
workflows/deseq2/deseq2.R | 24 +-
workflows/deseq2/workflow.cwl | 2 +-
6 files changed, 56792 insertions(+), 13 deletions(-)
create mode 100644 runs/deseq2/results_ma-plot.svg
create mode 100644 runs/deseq2/results_pca-plot.svg
create mode 100644 runs/deseq2/results_stats.csv
diff --git a/runs/deseq2/results_ma-plot.svg b/runs/deseq2/results_ma-plot.svg
new file mode 100644
index 0000000..f2f6b21
--- /dev/null
+++ b/runs/deseq2/results_ma-plot.svg
@@ -0,0 +1,25033 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" width="504pt" height="504pt" viewBox="0 0 504 504" version="1.1">
+<defs>
+<g>
+<symbol overflow="visible" id="glyph0-0">
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