Bulk RNA-seq Dataset Curation

Bulk RNA-seq Dataset Curation

This skill guides processing of bulk RNA-seq datasets for VEuPathDB resources.

Prerequisites Check

This workflow requires the following repositories in veupathdb-repos/:

• ApiCommonPresenters
• EbrcModelCommon

First, run the repository status check to verify repositories are present:

Note: this script is located in the skill directory

bash scripts/​check-repos.sh ApiCommonPresenters EbrcModelCommon

If repositories are missing, the script will provide clone instructions.

Branch Confirmation: After verifying repositories exist, check their current branches and status using git -C <path>, then confirm with the user before proceeding.

Example:

git -C veupathdb-repos/​ApiCommonPresenters branch --show-current
git -C veupathdb-repos/​ApiCommonPresenters status -sb

Working Directory (Curation Workspace Directory)

IMPORTANT: All commands in this workflow must be run from your curation workspace directory (the directory that contains veupathdb-repos/ as a subdirectory).

For Claude Code:

• DO NOT use cd commands to change into subdirectories
• Use git -C <path> for git operations in subdirectories
• Use absolute paths or relative paths from the curation workspace directory

The workflow creates:

• tmp/ - Intermediate files (gitignored)
• delivery/​bulk-rnaseq/<BIOPROJECT>/ - Pipeline outputs (gitignored)

Required Information

Gather the following before starting:

• VEuPathDB project - Valid projects listed in resources/​valid-projects.json
• BioProject accession (e.g., PRJNA1018599)

Optional: Journal Article PDF

If a journal article is available for this dataset, providing it enhances the curation workflow:

• Better descriptions: Abstract and introduction provide richer experiment context
• Strandedness detection: Methods section reveals library prep protocol
• Contact identification: Author affiliations clarify roles (experimentalist, analyst, submitter)
• Sample annotation context: Methods help decode unclear sample metadata

To include a PDF:

1. Download the article PDF
2. Copy it to tmp/<BIOPROJECT>_article.pdf (e.g., tmp/​PRJNA1018599_article.pdf)
3. Tell Claude the PDF is available when starting Step 1

The PDF will be processed by a subagent once in Step 1 and extracted data saved to tmp/<BIOPROJECT>_pdf_extracted.json for use throughout the workflow.

Workflow Overview

Step 1: Fetch Metadata (and Extract PDF)

Fetch run-level metadata from ENA and sample attributes from NCBI BioSample. If a journal article PDF is available, extract key information for use in later steps.

Commands:

node scripts/​fetch-sra-metadata.js <BIOPROJECT>

Output: tmp/<BIOPROJECT>_sra_metadata.json

Optional - Fetch MINiML for GEO-linked datasets:

node scripts/​fetch-miniml.js <BIOPROJECT>

Output: tmp/<GSE>_family.xml (if GEO-linked)

Optional - Extract PDF data:

If tmp/<BIOPROJECT>_article.pdf is present, a subagent will extract it (do not read it yourself).

Output (on success): tmp/<BIOPROJECT>_pdf_extracted.json

Detailed instructions: Step 1 - Fetch Metadata

Step 2: Analyze Samples

Claude analyzes the fetched metadata to:

1. Identify experimental factors (attributes that vary between samples)
2. Generate sample annotations with meaningful labels
3. Group technical replicates
4. Determine strand specificity

Output: tmp/<BIOPROJECT>_sample_annotations.json

Detailed instructions: Step 2 - Analyze Samples

Step 3: Curate Contacts

Identify and curate contact entries from GEO contributors or BioProject submitters.

Actions:

• Search existing contacts in veupathdb-repos/​EbrcModelCommon/​Model/​lib/​xml/​datasetPresenters/​contacts/​allContacts.xml
• Create new contact entries if needed
• Present choices to curator for review

Detailed instructions: Step 3 - Curate Contacts

Step 4: Generate Presenter XML

Generate the datasetPresenter XML, review/​edit it, then insert into the presenter file.

Command:

node scripts/​generate-presenter-xml.js <BIOPROJECT> <PROJECT> <PRIMARY_CONTACT_ID> [ADDITIONAL_CONTACT_IDS...]

Output: tmp/<BIOPROJECT>_presenter.xml

Workflow:

1. Generate initial XML with script (saves to tmp/)
2. Review and edit the temp file to fill in TODOs (shortDisplayName, pubmedIds, etc.)
3. Insert finalized XML into presenter file

Target file: veupathdb-repos/​ApiCommonPresenters/​Model/​lib/​xml/​datasetPresenters/<PROJECT>.xml

Detailed instructions: Step 4 - Generate Presenter

Step 5: Generate Delivery Outputs

Generate pipeline configuration files for the data processing team.

Commands:

bash scripts/​check-delivery-dirs.sh bulk-rnaseq <BIOPROJECT>
node scripts/​generate-analysis-config.js <BIOPROJECT> [--strand-specific]
node scripts/​generate-samplesheet.js <BIOPROJECT> [strandedness]

The strandedness argument accepts: stranded, unstranded, or auto. If omitted, the script checks _pdf_extracted.json and _sample_annotations.json before falling back to auto.

Outputs in delivery/​bulk-rnaseq/<BIOPROJECT>/:

• analysisConfig.xml - Pipeline configuration
• samplesheet.csv - Also for the processing pipeline

Detailed instructions: Step 5 - Generate Outputs

Next Steps

After completing this workflow:

1. Review generated XML for TODO fields that require curator input
2. Commit changes to dataset branch (curator handles git operations)
3. Create pull request for review (curator handles PR creation)
4. Deliver output files from delivery/​bulk-rnaseq/<BIOPROJECT>/ to data processing team

Resources

• Step 1 - Fetch Metadata
• Step 2 - Analyze Samples
• Step 3 - Curate Contacts
• Step 4 - Generate Presenter
• Step 5 - Generate Outputs
• PDF Extraction
• Editing Large XML Files
• Valid VEuPathDB Projects

Scripts

• scripts/​fetch-sra-metadata.js - Fetches SRA run metadata from ENA + BioSample attributes from NCBI
• scripts/​fetch-miniml.js - Fetches MINiML XML for GEO-linked datasets
• scripts/​generate-presenter-xml.js - Generates RNA-seq datasetPresenter XML
• scripts/​generate-analysis-config.js - Generates analysisConfig.xml for pipeline
• scripts/​generate-samplesheet.js - Generates/​delivers samplesheet.csv and sampleAnnotations.json
• scripts/​check-repos.sh - Validates veupathdb-repos/ repository setup (synced from shared/)
• scripts/​check-delivery-dirs.sh - Creates delivery directory structure (synced from shared/)