From 5b8663d44e78d86006719f06022c14bde4934083 Mon Sep 17 00:00:00 2001 From: Steven Roberts Date: Mon, 12 Oct 2026 16:05:21 -0700 Subject: [PATCH 1/6] Claim TUCCI2025_HEAT_PRIMING (PRJNA1132140) --- config/TUCCI2025_HEAT_PRIMING.config | 23 +++++++ registry/studies/TUCCI2025_HEAT_PRIMING.yaml | 68 ++++++++++++++++++++ 2 files changed, 91 insertions(+) create mode 100644 config/TUCCI2025_HEAT_PRIMING.config create mode 100644 registry/studies/TUCCI2025_HEAT_PRIMING.yaml diff --git a/config/TUCCI2025_HEAT_PRIMING.config b/config/TUCCI2025_HEAT_PRIMING.config new file mode 100644 index 0000000..82d670d --- /dev/null +++ b/config/TUCCI2025_HEAT_PRIMING.config @@ -0,0 +1,23 @@ +/* + * AREE :: run configuration for TUCCI2025_HEAT_PRIMING (PRJNA1132140) + * + * Claimed with `aree start-study`. Fill in params for the workflow this + * study runs (see config/IOCAS2022_OA_ENERGY.config for RNA-seq and + * config/CIBNOR2021_HEAT_RRSS.config for methylation), then + * + * nextflow run workflows/ -config config/TUCCI2025_HEAT_PRIMING.config -profile local,workstation + * + * Generate the sample sheet and FASTQ manifest rather than writing them: + * + * aree fetch-samplesheet --bioproject PRJNA1132140 --study TUCCI2025_HEAT_PRIMING --condition-attribute + */ + +includeConfig 'base.config' + +params { + mode = 'raw_reanalysis' + + sample_sheet = 'data/studies/TUCCI2025_HEAT_PRIMING/samplesheet.tsv' + reads = 'data/raw/TUCCI2025_HEAT_PRIMING/*_{1,2}.fastq.gz' + outdir = 'results/TUCCI2025_HEAT_PRIMING' +} diff --git a/registry/studies/TUCCI2025_HEAT_PRIMING.yaml b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml new file mode 100644 index 0000000..8e074c1 --- /dev/null +++ b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml @@ -0,0 +1,68 @@ +# Copy this file to registry/studies/.yaml and fill in every field. +# Validate with: aree validate-study registry/studies/.yaml +# See docs/adding_a_study.md for field-by-field guidance. + +study_id: TUCCI2025_HEAT_PRIMING +simulated: false + +accessions: + doi: null + bioproject: "PRJNA1132140" + geo: null + sra: null + ena: null + proteomexchange: null + other: null + +citation: "Author A, Author B (YEAR). Title. Journal. https://doi.org/..." +species: "Crassostrea gigas" +# Required only for species in a hybridizing complex (e.g. the Mytilus edulis +# complex); see docs/adding_a_species.md. Any basis other than genotyped also +# needs the quality flag species_assignment_unverified. +# species_identity: +# basis: genotyped # genotyped | morphology | collection_site | authors_statement | unstated +# notes: null +strain_or_population: null +genome_assembly: "cgigas_uk_roslin_v1" +annotation_version: null + +assay_type: ["rnaseq"] +analysis_mode: "processed_results_harmonization" # or raw_reanalysis +platform: null + +data_availability: + raw_data_available: false + processed_data_available: true + status: "available" # available | restricted | embargoed | unavailable + access_notes: null + +qc_status: "not_started" +analysis_status: "not_started" + +comparisons: + - comparison_id: "comp1" + tissue: "gill" + life_stage: "adult" + stressor_original: "exact wording from the source paper" + stressor_standardized: "temperature" + exposure_intensity: null + exposure_duration: null + exposure_timing: null + control_condition: "describe control arm" + treatment_condition: "describe treatment arm" + phenotype: "thermal_tolerance" + phenotype_direction: "decrease" + phenotype_unit: null + resilience_classification: "resilience" + sample_size: 0 + biological_replicates: 0 + results_file: null + +quality_flags: [] +limitations: null + +provenance: + registered_by: "sr320" + date_registered: "2026-10-12" + curation_notes: null + source_links: [] From 8924a8222aee340e2b74892e35addc904c4675f9 Mon Sep 17 00:00:00 2001 From: Steven Roberts Date: Mon, 12 Oct 2026 16:08:59 -0700 Subject: [PATCH 2/6] Register TUCCI2025_HEAT_PRIMING (PRJNA1132140), the first real clam study Manila clam priming x marine heatwave, 2x2 factorial, 10 clams per group, digestive gland (Tucci et al. 2025, iScience, doi:10.1016/j.isci.2025.113108). - Sample sheet and FASTQ manifest from ENA, keeping only the 40 RNA-seq runs: the BioProject also holds 40 16S amplicon runs from the same RNA under the same attributes. Generated with --library-strategy from PR #40. - Two prespecified comparisons: naive heatwave vs naive control (exposure_only, meta_analysis_primary) and primed vs naive under the same heatwave (resilience: about 4% vs 25% mortality). - Registered but not runnable: the libraries are QuantSeq 3' Tag-Seq, and the RNA-seq workflow's length correction is wrong for 3' counts. - tank_level_replication: two tanks per condition, tank not deposited. Naive heatwave clams are survivors of about 25% mortality. Co-Authored-By: Claude Opus 5.5 --- config/TUCCI2025_HEAT_PRIMING.config | 57 ++++- .../ena_provenance.json | 43 ++++ .../TUCCI2025_HEAT_PRIMING/fastq_manifest.tsv | 41 ++++ .../TUCCI2025_HEAT_PRIMING/samplesheet.tsv | 41 ++++ registry/studies/TUCCI2025_HEAT_PRIMING.yaml | 201 ++++++++++++++---- tests/test_tucci2025_study.py | 103 +++++++++ 6 files changed, 437 insertions(+), 49 deletions(-) create mode 100644 data/studies/TUCCI2025_HEAT_PRIMING/ena_provenance.json create mode 100644 data/studies/TUCCI2025_HEAT_PRIMING/fastq_manifest.tsv create mode 100644 data/studies/TUCCI2025_HEAT_PRIMING/samplesheet.tsv create mode 100644 tests/test_tucci2025_study.py diff --git a/config/TUCCI2025_HEAT_PRIMING.config b/config/TUCCI2025_HEAT_PRIMING.config index 82d670d..a501545 100644 --- a/config/TUCCI2025_HEAT_PRIMING.config +++ b/config/TUCCI2025_HEAT_PRIMING.config @@ -1,23 +1,62 @@ /* * AREE :: run configuration for TUCCI2025_HEAT_PRIMING (PRJNA1132140) * - * Claimed with `aree start-study`. Fill in params for the workflow this - * study runs (see config/IOCAS2022_OA_ENERGY.config for RNA-seq and - * config/CIBNOR2021_HEAT_RRSS.config for methylation), then + * NOT RUNNABLE YET. The libraries are Lexogen QuantSeq 3' Tag-Seq (75 bp + * single-end). The RNA-seq workflow currently applies Salmon's length + * correction and tximport length offsets, both wrong for 3' tag counts. Run + * this only after the workflow gains a 3' Tag-seq mode, and set it here; see + * limitations (1) in registry/studies/TUCCI2025_HEAT_PRIMING.yaml. * - * nextflow run workflows/ -config config/TUCCI2025_HEAT_PRIMING.config -profile local,workstation + * The prespecified primary comparison is set below (naive clams, heatwave vs + * control). For the second comparison: + * --comparison_id primed_hw_vs_naive_hw \ + * --control_level Naïve_Heatwave --treatment_level Primed_Heatwave * - * Generate the sample sheet and FASTQ manifest rather than writing them: + * nextflow run workflows/rnaseq -config config/TUCCI2025_HEAT_PRIMING.config \ + * -profile local,workstation * - * aree fetch-samplesheet --bioproject PRJNA1132140 --study TUCCI2025_HEAT_PRIMING --condition-attribute + * The sample sheet and FASTQ manifest are generated, not hand-written: + * aree fetch-samplesheet --bioproject PRJNA1132140 --study TUCCI2025_HEAT_PRIMING \ + * --condition-attribute Treatment --condition-attribute "Thermal stress" \ + * --attribute Clam_ID --library-strategy RNA-Seq + * + * The reference bundle comes from `aree fetch-reference --assembly ASM2657151v2` + * (docs/reference_bundles.md). */ includeConfig 'base.config' params { - mode = 'raw_reanalysis' + mode = 'raw_reanalysis' + single_end = true + + rnaseq { + study_id = 'TUCCI2025_HEAT_PRIMING' + comparison_id = 'naive_hw_vs_naive_control' + genome_assembly = 'GCF_026571515.1' + annotation_version = 'GCF_026571515.1-RS_2023_10' + processed_results = null + } sample_sheet = 'data/studies/TUCCI2025_HEAT_PRIMING/samplesheet.tsv' - reads = 'data/raw/TUCCI2025_HEAT_PRIMING/*_{1,2}.fastq.gz' - outdir = 'results/TUCCI2025_HEAT_PRIMING' + + // Condition levels are Treatment x Thermal stress from the BioSamples. + control_level = 'Naïve_No_Heatwave' + treatment_level = 'Naïve_Heatwave' + + // Tank is the unit of treatment (2 tanks per condition), but tank IDs are + // not deposited, so replicate_unit cannot be set. The study carries + // tank_level_replication; see limitations (2). + + // FASTQ are not committed (13.8 GB for the 40 RNA-seq runs). Verify + // against ENA's MD5s in data/studies/TUCCI2025_HEAT_PRIMING/fastq_manifest.tsv. + // Single-end: one file per run, sample id = run accession. + reads = 'data/raw/TUCCI2025_HEAT_PRIMING/SRR*.fastq.gz' + + transcript_fasta = 'data/reference/GCF_026571515.1/rna.fna' + gtf = 'data/reference/GCF_026571515.1/genomic.gtf' + tx2gene = 'data/reference/GCF_026571515.1/tx2gene.tsv' + salmon_index = null + + outdir = 'results/rnaseq/TUCCI2025_HEAT_PRIMING' } diff --git a/data/studies/TUCCI2025_HEAT_PRIMING/ena_provenance.json b/data/studies/TUCCI2025_HEAT_PRIMING/ena_provenance.json new file mode 100644 index 0000000..530aaf1 --- /dev/null +++ b/data/studies/TUCCI2025_HEAT_PRIMING/ena_provenance.json @@ -0,0 +1,43 @@ +{ + "study_id": "TUCCI2025_HEAT_PRIMING", + "bioproject": "PRJNA1132140", + "date_generated": "2026-10-12", + "generated_by": "src/intake/ena_samplesheet.py", + "queries": { + "run_report": "https://www.ebi.ac.uk/ena/portal/api/filereport?accession=PRJNA1132140&result=read_run&fields=run_accession,sample_accession,sample_alias,experiment_accession,library_strategy,library_layout,library_selection,instrument_model,read_count,base_count,fastq_ftp,fastq_md5,fastq_bytes", + "sample_xml": "https://www.ebi.ac.uk/ena/browser/api/xml/" + }, + "condition_attributes": [ + "Treatment", + "Thermal stress" + ], + "n_runs": 40, + "n_samples": 40, + "library_strategies": [ + "RNA-Seq" + ], + "library_layouts": [ + "SINGLE" + ], + "group_sizes": { + "Na\u00efve_Heatwave": 10, + "Na\u00efve_No_Heatwave": 10, + "Primed_Heatwave": 10, + "Primed_No_Heatwave": 10 + }, + "min_group_size": 10, + "total_fastq_bytes": 13799357777, + "outputs": { + "data/studies/TUCCI2025_HEAT_PRIMING/samplesheet.tsv": "5345cc441b47ff78697a496bd125685e1af95a491fcedf1a9ac931084ca927ae", + "data/studies/TUCCI2025_HEAT_PRIMING/fastq_manifest.tsv": "a1e2c0c9c767294567f3402d4da8996282ed85ecfeee29c0413a38c8f7fe474c" + }, + "library_strategy_filter": { + "kept": [ + "RNA-Seq" + ], + "runs_by_strategy_before_filter": { + "AMPLICON": 40, + "RNA-Seq": 40 + } + } +} diff --git a/data/studies/TUCCI2025_HEAT_PRIMING/fastq_manifest.tsv b/data/studies/TUCCI2025_HEAT_PRIMING/fastq_manifest.tsv new file mode 100644 index 0000000..e084d85 --- /dev/null +++ b/data/studies/TUCCI2025_HEAT_PRIMING/fastq_manifest.tsv @@ -0,0 +1,41 @@ +run_accession mate url md5 bytes +SRR29712776 1 ftp://ftp.sra.ebi.ac.uk/vol1/fastq/SRR297/076/SRR29712776/SRR29712776.fastq.gz bf8c6cf2e4dbc42de31f9338b5d5ab83 224005838 +SRR29712777 1 ftp://ftp.sra.ebi.ac.uk/vol1/fastq/SRR297/077/SRR29712777/SRR29712777.fastq.gz 9365501b38dc81665603c7d68945de55 334635612 +SRR29712778 1 ftp://ftp.sra.ebi.ac.uk/vol1/fastq/SRR297/078/SRR29712778/SRR29712778.fastq.gz 349b3bcf3c020c3ee3c3758fe355383b 397331910 +SRR29712779 1 ftp://ftp.sra.ebi.ac.uk/vol1/fastq/SRR297/079/SRR29712779/SRR29712779.fastq.gz b36e8c5734796f20dad5efc64b597821 404420577 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ftp://ftp.sra.ebi.ac.uk/vol1/fastq/SRR297/015/SRR29712815/SRR29712815.fastq.gz 725d9164c2b65a3aa778c0cedbb2e2c0 453029326 diff --git a/data/studies/TUCCI2025_HEAT_PRIMING/samplesheet.tsv b/data/studies/TUCCI2025_HEAT_PRIMING/samplesheet.tsv new file mode 100644 index 0000000..880680a --- /dev/null +++ b/data/studies/TUCCI2025_HEAT_PRIMING/samplesheet.tsv @@ -0,0 +1,41 @@ +sample_id run_accession sample_accession sample_alias condition treatment thermal_stress clam_id library_layout instrument_model read_count +Naive_HW_10 SRR29712776 SAMN42331788 Naive_HW_10 Naïve_Heatwave Naïve Heatwave Naive_HW_10 SINGLE Illumina NovaSeq 6000 7168739 +Naive_HW_9 SRR29712777 SAMN42331787 Naive_HW_9 Naïve_Heatwave Naïve Heatwave Naive_HW_9 SINGLE Illumina NovaSeq 6000 6960065 +Naive_HW_8 SRR29712778 SAMN42331786 Naive_HW_8 Naïve_Heatwave Naïve Heatwave Naive_HW_8 SINGLE Illumina NovaSeq 6000 8423412 +Naive_HW_7 SRR29712779 SAMN42331785 Naive_HW_7 Naïve_Heatwave Naïve Heatwave Naive_HW_7 SINGLE Illumina NovaSeq 6000 8574241 +Naive_HW_6 SRR29712780 SAMN42331784 Naive_HW_6 Naïve_Heatwave Naïve Heatwave Naive_HW_6 SINGLE Illumina NovaSeq 6000 9691130 +Naive_HW_5 SRR29712781 SAMN42331783 Naive_HW_5 Naïve_Heatwave Naïve Heatwave Naive_HW_5 SINGLE Illumina NovaSeq 6000 8244452 +Primed_noHW_10 SRR29712782 SAMN42331818 Primed_noHW_10 Primed_No_Heatwave Primed No Heatwave Primed_noHW_10 SINGLE Illumina NovaSeq 6000 6709087 +Primed_noHW_9 SRR29712783 SAMN42331817 Primed_noHW_9 Primed_No_Heatwave Primed No Heatwave Primed_noHW_9 SINGLE Illumina NovaSeq 6000 6822580 +Primed_noHW_8 SRR29712784 SAMN42331816 Primed_noHW_8 Primed_No_Heatwave Primed No Heatwave Primed_noHW_8 SINGLE Illumina NovaSeq 6000 7104321 +Primed_noHW_7 SRR29712785 SAMN42331815 Primed_noHW_7 Primed_No_Heatwave Primed No Heatwave Primed_noHW_7 SINGLE Illumina NovaSeq 6000 6571845 +Primed_noHW_6 SRR29712786 SAMN42331814 Primed_noHW_6 Primed_No_Heatwave Primed No Heatwave Primed_noHW_6 SINGLE Illumina NovaSeq 6000 6692604 +Primed_noHW_5 SRR29712787 SAMN42331813 Primed_noHW_5 Primed_No_Heatwave Primed No Heatwave Primed_noHW_5 SINGLE Illumina NovaSeq 6000 6741337 +Primed_noHW_4 SRR29712788 SAMN42331812 Primed_noHW_4 Primed_No_Heatwave Primed No Heatwave Primed_noHW_4 SINGLE Illumina NovaSeq 6000 6968334 +Primed_noHW_3 SRR29712789 SAMN42331811 Primed_noHW_3 Primed_No_Heatwave Primed No Heatwave Primed_noHW_3 SINGLE Illumina NovaSeq 6000 6757371 +Primed_noHW_2 SRR29712790 SAMN42331810 Primed_noHW_2 Primed_No_Heatwave Primed No Heatwave Primed_noHW_2 SINGLE Illumina NovaSeq 6000 6727295 +Primed_noHW_1 SRR29712791 SAMN42331809 Primed_noHW_1 Primed_No_Heatwave Primed No Heatwave Primed_noHW_1 SINGLE Illumina NovaSeq 6000 5486885 +Naive_HW_4 SRR29712792 SAMN42331782 Naive_HW_4 Naïve_Heatwave Naïve Heatwave Naive_HW_4 SINGLE Illumina NovaSeq 6000 11178944 +Naive_noHW_10 SRR29712793 SAMN42331808 Naive_noHW_10 Naïve_No_Heatwave Naïve No Heatwave Naive_noHW_10 SINGLE Illumina NovaSeq 6000 6181284 +Naive_noHW_9 SRR29712794 SAMN42331807 Naive_noHW_9 Naïve_No_Heatwave Naïve No Heatwave Naive_noHW_9 SINGLE Illumina NovaSeq 6000 7011997 +Naive_noHW_8 SRR29712795 SAMN42331806 Naive_noHW_8 Naïve_No_Heatwave Naïve No Heatwave Naive_noHW_8 SINGLE Illumina NovaSeq 6000 7412689 +Naive_noHW_7 SRR29712796 SAMN42331805 Naive_noHW_7 Naïve_No_Heatwave Naïve No Heatwave Naive_noHW_7 SINGLE Illumina NovaSeq 6000 6835926 +Naive_noHW_6 SRR29712797 SAMN42331804 Naive_noHW_6 Naïve_No_Heatwave Naïve No Heatwave Naive_noHW_6 SINGLE Illumina NovaSeq 6000 6924763 +Naive_noHW_5 SRR29712798 SAMN42331803 Naive_noHW_5 Naïve_No_Heatwave Naïve No Heatwave Naive_noHW_5 SINGLE Illumina NovaSeq 6000 6533480 +Naive_noHW_4 SRR29712799 SAMN42331802 Naive_noHW_4 Naïve_No_Heatwave Naïve No Heatwave Naive_noHW_4 SINGLE Illumina NovaSeq 6000 6611829 +Naive_noHW_3 SRR29712800 SAMN42331801 Naive_noHW_3 Naïve_No_Heatwave Naïve No Heatwave Naive_noHW_3 SINGLE Illumina NovaSeq 6000 6743976 +Naive_noHW_2 SRR29712801 SAMN42331800 Naive_noHW_2 Naïve_No_Heatwave Naïve No Heatwave Naive_noHW_2 SINGLE Illumina NovaSeq 6000 6512644 +Naive_noHW_1 SRR29712802 SAMN42331799 Naive_noHW_1 Naïve_No_Heatwave Naïve No Heatwave Naive_noHW_1 SINGLE Illumina NovaSeq 6000 6100702 +Naive_HW_3 SRR29712803 SAMN42331781 Naive_HW_3 Naïve_Heatwave Naïve Heatwave Naive_HW_3 SINGLE Illumina NovaSeq 6000 8793029 +Primed_HW_10 SRR29712804 SAMN42331798 Primed_HW_10 Primed_Heatwave Primed Heatwave Primed_HW_10 SINGLE Illumina NovaSeq 6000 6468236 +Primed_HW_9 SRR29712805 SAMN42331797 Primed_HW_9 Primed_Heatwave Primed Heatwave Primed_HW_9 SINGLE Illumina NovaSeq 6000 6348346 +Primed_HW_8 SRR29712806 SAMN42331796 Primed_HW_8 Primed_Heatwave Primed Heatwave Primed_HW_8 SINGLE Illumina NovaSeq 6000 6468392 +Primed_HW_7 SRR29712807 SAMN42331795 Primed_HW_7 Primed_Heatwave Primed Heatwave Primed_HW_7 SINGLE Illumina NovaSeq 6000 6356518 +Primed_HW_6 SRR29712808 SAMN42331794 Primed_HW_6 Primed_Heatwave Primed Heatwave Primed_HW_6 SINGLE Illumina NovaSeq 6000 5881714 +Primed_HW_5 SRR29712809 SAMN42331793 Primed_HW_5 Primed_Heatwave Primed Heatwave Primed_HW_5 SINGLE Illumina NovaSeq 6000 5750891 +Primed_HW_4 SRR29712810 SAMN42331792 Primed_HW_4 Primed_Heatwave Primed Heatwave Primed_HW_4 SINGLE Illumina NovaSeq 6000 6352796 +Primed_HW_3 SRR29712811 SAMN42331791 Primed_HW_3 Primed_Heatwave Primed Heatwave Primed_HW_3 SINGLE Illumina NovaSeq 6000 6570557 +Primed_HW_2 SRR29712812 SAMN42331790 Primed_HW_2 Primed_Heatwave Primed Heatwave Primed_HW_2 SINGLE Illumina NovaSeq 6000 6823321 +Primed_HW_1 SRR29712813 SAMN42331789 Primed_HW_1 Primed_Heatwave Primed Heatwave Primed_HW_1 SINGLE Illumina NovaSeq 6000 6815122 +Naive_HW_2 SRR29712814 SAMN42331780 Naive_HW_2 Naïve_Heatwave Naïve Heatwave Naive_HW_2 SINGLE Illumina NovaSeq 6000 16456702 +Naive_HW_1 SRR29712815 SAMN42331779 Naive_HW_1 Naïve_Heatwave Naïve Heatwave Naive_HW_1 SINGLE Illumina NovaSeq 6000 9737886 diff --git a/registry/studies/TUCCI2025_HEAT_PRIMING.yaml b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml index 8e074c1..78be74d 100644 --- a/registry/studies/TUCCI2025_HEAT_PRIMING.yaml +++ b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml @@ -1,68 +1,189 @@ -# Copy this file to registry/studies/.yaml and fill in every field. -# Validate with: aree validate-study registry/studies/.yaml -# See docs/adding_a_study.md for field-by-field guidance. +# FIRST REAL CLAM STUDY REGISTERED IN AREE, and the first real study of a +# species other than the Pacific oyster. Claimed 2026-10-12 from the WP5 +# backlog (docs/candidate_studies_mussels_clams.md, pool A: Manila clam heat). +# +# Registered from deposited metadata and the publication, which is CONFIRMED: +# Tucci et al. 2025 (iScience, open access, PMC12314336) gives "BioProject ID: +# PRJNA1132140" for both the RNA-seq and the 16S data, and its methods (2x2 +# factorial, 10 clams per group sequenced, 75 bp single-end) match the deposit. +# +# STATUS: REGISTERED, NOT RUNNABLE YET. The libraries are Lexogen QuantSeq 3' +# mRNA-seq (3' Tag-Seq), not full-length RNA-seq. The RNA-seq workflow applies +# Salmon's length correction and passes tximport length offsets to DESeq2; +# both are wrong for 3' tag counts, where reads come from one end of each +# transcript and do not scale with its length. Running this study needs a +# 3' Tag-seq mode in the workflow (separate code PR). See limitations (1). study_id: TUCCI2025_HEAT_PRIMING simulated: false accessions: - doi: null + doi: "10.1016/j.isci.2025.113108" bioproject: "PRJNA1132140" geo: null - sra: null - ena: null + sra: "SRR29712776-SRR29712815 (40 RNA-seq runs)" + ena: "PRJNA1132140" proteomexchange: null - other: null + other: "BioSamples SAMN42331779-SAMN42331818 (one per clam, RNA-seq). The same BioProject holds 40 16S amplicon runs from the same RNA (BioSamples SAMN42638189-SAMN42638228), which are not used." -citation: "Author A, Author B (YEAR). Title. Journal. https://doi.org/..." -species: "Crassostrea gigas" -# Required only for species in a hybridizing complex (e.g. the Mytilus edulis -# complex); see docs/adding_a_species.md. Any basis other than genotyped also -# needs the quality flag species_assignment_unverified. -# species_identity: -# basis: genotyped # genotyped | morphology | collection_site | authors_statement | unstated -# notes: null -strain_or_population: null -genome_assembly: "cgigas_uk_roslin_v1" -annotation_version: null +citation: "Tucci CF, Milan M, Dalla Rovere G, Bernardini I, Ferraresso S, Franch R, Babbucci M, Monticelli G, Panin M, Patarnello T, Bargelloni L, Peruzza L (2025). Thermal priming mitigates the effects of lethal marine heatwaves on the Manila clam. iScience 28(8):113108. https://doi.org/10.1016/j.isci.2025.113108 (PMID 40755456)." + +species: "Ruditapes philippinarum" +strain_or_population: "Commercial hatchery stock from SATMAR (France), adults 26.0 +/- 1.8 mm shell length and 3.75 +/- 0.81 g, purchased February 2022; experiments at the University of Padua marine station, Chioggia, in natural Venice lagoon seawater. Sex could not be determined (per the paper)." + +# AREE reanalyzes against the NCBI RefSeq annotation its Manila clam crosswalk +# is built from. The authors mapped with STAR to the Xu et al. genome and +# counted with featureCounts; that pipeline is not reproduced. +genome_assembly: "ASM2657151v2" +annotation_version: "GCF_026571515.1-RS_2023_10" assay_type: ["rnaseq"] -analysis_mode: "processed_results_harmonization" # or raw_reanalysis -platform: null +analysis_mode: "raw_reanalysis" +platform: "Illumina NovaSeq 6000, Lexogen QuantSeq 3' mRNA-seq (3' Tag) libraries prepared at CRIBI (University of Padua), 75 bp single-end (76 bp per ENA); 5.5-16.5 M reads per library (median 6.8 M); 13.8 GB FASTQ reported by ENA. Deposited as library_selection PolyA." data_availability: - raw_data_available: false - processed_data_available: true - status: "available" # available | restricted | embargoed | unavailable - access_notes: null + raw_data_available: true + processed_data_available: false + status: "available" + access_notes: "Raw single-end FASTQ for all 40 RNA-seq libraries are public in ENA/SRA under PRJNA1132140 (first public 2025-06-28). The project also holds 40 paired-end 16S amplicon runs from the same RNA under the same Treatment and Thermal stress attributes; the sample sheet keeps only library_strategy RNA-Seq. Whether supplementary differential-expression tables exist was not checked; they would carry edgeR statistics after RUVSeq normalization and would not be reproduced here. Sample sheet and FASTQ manifest with ENA MD5s were generated from ENA metadata; sequence data are not committed." qc_status: "not_started" analysis_status: "not_started" +# --------------------------------------------------------------------------- +# DESIGN AS PUBLISHED. 2x2 factorial, priming (primed P / naive N) x marine +# heatwave (HW H / control C). After 15 d acclimation (18 -> 25 C), primed +# clams were held at 30 C for 7 d, then both groups rested 15 d at 25 C. Each +# group was then split: a simulated 7 d heatwave oscillating daily 31-35 C, +# or 25 C. All groups then recovered 15 d at 25 C. Survival was monitored +# daily; RNA was taken at the end, day 46, from the digestive gland of 10 +# surviving clams per group. Each condition ran in duplicate 25 L aquaria with +# 30 clams per tank. Measured outcome: about 25% mortality in naive clams +# after the heatwave against about 4% in primed clams; none in either control. +# +# TWO COMPARISONS, PRESPECIFIED 2026-10-12, BEFORE ANY DATA WERE RUN. +# naive_hw_vs_naive_control (NH vs NC) is the meta_analysis_primary +# comparison: heatwave exposure in unprimed clams, the contrast that can +# pool with other Manila clam heat studies (backlog pool A). +# primed_hw_vs_naive_hw (PH vs NH) compares two groups that took the +# same heatwave and differed in measured survival. It is classified +# resilience: the closest thing in the mussel and clam backlog to a +# tolerant-vs-sensitive contrast. See limitations (3) and (4). +# Sample-sheet condition levels are Naïve_No_Heatwave, Naïve_Heatwave, +# Primed_Heatwave, Primed_No_Heatwave (Treatment x Thermal stress). +# --------------------------------------------------------------------------- comparisons: - - comparison_id: "comp1" - tissue: "gill" + - comparison_id: "naive_hw_vs_naive_control" + tissue: "digestive_gland" life_stage: "adult" - stressor_original: "exact wording from the source paper" + stressor_original: "Simulated marine heatwave: 7 d with water temperature oscillating daily from 31 to 35 C (a 2015 Venice lagoon heatwave shifted +1 C), from a 25 C baseline, followed by 15 d recovery at 25 C (Tucci et al. 2025). BioSample attribute 'Thermal stress: Heatwave'." stressor_standardized: "temperature" - exposure_intensity: null - exposure_duration: null - exposure_timing: null - control_condition: "describe control arm" - treatment_condition: "describe treatment arm" + exposure_intensity: "31-35 C daily oscillation vs constant 25 C" + exposure_duration: "7 d heatwave" + exposure_timing: "sampled on day 46, 15 d after the heatwave ended, at 25 C; survivors only" + control_condition: "Naive clams held at 25 C throughout (condition Naïve_No_Heatwave); 10 clams" + treatment_condition: "Naive clams exposed to the heatwave, sampled after 15 d recovery (condition Naïve_Heatwave); 10 surviving clams" phenotype: "thermal_tolerance" - phenotype_direction: "decrease" + phenotype_direction: "not_applicable" phenotype_unit: null + resilience_classification: "exposure_only" + sample_size: 20 + biological_replicates: 2 + results_file: null + meta_analysis_primary: true + - comparison_id: "primed_hw_vs_naive_hw" + tissue: "digestive_gland" + life_stage: "adult" + stressor_original: "Thermal priming: 7 d at 30 C (sublethal), 15 d rest at 25 C, then the simulated marine heatwave (7 d, 31-35 C daily) and 15 d recovery at 25 C. Both arms took the same heatwave; they differ only in priming. BioSample attributes 'Treatment: Primed' vs 'Treatment: Naïve', both 'Thermal stress: Heatwave'." + stressor_standardized: "temperature" + exposure_intensity: "priming 30 C for 7 d; heatwave 31-35 C daily oscillation in both arms" + exposure_duration: "7 d priming, then 7 d heatwave" + exposure_timing: "sampled on day 46, 15 d after the heatwave ended, at 25 C; survivors only" + control_condition: "Naive clams that took the heatwave (condition Naïve_Heatwave); about 25% of naive clams died after the heatwave; 10 survivors sequenced" + treatment_condition: "Primed clams that took the heatwave (condition Primed_Heatwave); about 4% died; 10 survivors sequenced" + phenotype: "thermal_tolerance" + phenotype_direction: "increase" + phenotype_unit: "percent_survival_after_heatwave (group level)" resilience_classification: "resilience" - sample_size: 0 - biological_replicates: 0 + sample_size: 20 + biological_replicates: 2 results_file: null -quality_flags: [] -limitations: null +quality_flags: + - raw_data_available + - tank_level_replication + - single_timepoint + +limitations: > + (1) 3' Tag-Seq libraries (Lexogen QuantSeq, 75 bp single-end). Reads come + from the 3' end of each transcript, so counts do not scale with transcript + length. The current RNA-seq workflow corrects for length twice (Salmon's + effective-length model and tximport length offsets in DESeq2), which would + bias every gene's estimate by its transcript length. The study must not be + run until the workflow has a 3' Tag-seq mode (no length correction in + Salmon, raw counts into DESeq2). Gene-level 3' counts also depend on 3' UTR + annotation: genes whose RefSeq 3' end is wrong or missing on this + contig-level assembly will be under-counted. (2) Tank is the unit of + treatment: each condition ran in two 25 L tanks of 30 clams, so each arm + rests on 2 tanks. Which tank each sequenced clam came from is not in the + deposit or the paper, so the analysis cannot be fitted on tanks (as + LUTIER2022_OA_TIPPING is) unless the authors supply tank IDs. Fitted on + clams, lfcSE ignores tank-to-tank variation and is too small; the study + carries tank_level_replication and biological_replicates records 2. + (3) Survivor sampling. Naive clams lost about 25% to the heatwave and the + survivors were sampled 15 d later; primed clams lost about 4%. The naive + heatwave arm is therefore the more tolerant three-quarters of naive clams, + which biases primed_hw_vs_naive_hw toward the null and makes + naive_hw_vs_naive_control a recovery-phase contrast among survivors, not a + response at the peak of stress. (4) The resilience classification of + primed_hw_vs_naive_hw rests on a group-level survival difference. Priming + is an induced state, not a heritable line, and no sequenced clam was scored + for its own tolerance. The comparison says which genes differ between a + group that survives heatwaves better and one that does not, not which genes + make an individual tolerant. (5) Priming has a cost: primed clams had a + lower condition index with and without the heatwave, so primed vs naive + differences mix tolerance with that cost. (6) Single timepoint, single + tissue (digestive gland), one hatchery stock; sex not determined. + (7) Genome: RefSeq's only Manila clam annotation (ASM2657151v2) is + contig-level (N50 about 183 kb); gene-level evidence is unaffected, but see + (1) on 3' ends. (8) The independence of this study from PRJNA906528 (same + Padova group, 30-day 30 C exposure, digestive gland) must be confirmed + before the two are pooled as k = 2. provenance: - registered_by: "sr320" + registered_by: sr320 date_registered: "2026-10-12" - curation_notes: null - source_links: [] + curation_notes: > + Claimed with `aree start-study --accession PRJNA1132140 --study-id + TUCCI2025_HEAT_PRIMING`. Sample sheet and FASTQ manifest generated from + live ENA metadata with `aree fetch-samplesheet --bioproject PRJNA1132140 + --study TUCCI2025_HEAT_PRIMING --condition-attribute Treatment + --condition-attribute "Thermal stress" --attribute Clam_ID + --library-strategy RNA-Seq`. The --library-strategy option is from PR #40 + (WP5), not yet on main when this was generated; the provenance records the + filter (kept RNA-Seq; 40 RNA-Seq and 40 AMPLICON runs before filtering). + Regenerate from main once #40 merges. LIBRARY-STRATEGY CHECK: unlike + LUTIER2022_OA_TIPPING, the AMPLICON label here is correct. The 40 + AMPLICON runs are paired-end with their own BioSamples; the 40 RNA-Seq + runs are single-end, 76 bp, 5.5-16.5 M reads, matching the paper's 75 SE + 3' Tag libraries and its 16S V3-V4 250 bp paired-end amplicons. + REPLICATION CHECK: 40 distinct BioSamples and 40 distinct Clam_ID values + (Naive_noHW_1-10, Naive_HW_1-10, Primed_noHW_1-10, Primed_HW_1-10), 10 + per group, matching the paper's 10 clams per group. Tank membership is + not recorded (limitation 2). Distinct names do not prove distinct + animals: run scripts/check_replicate_dispersion.py after quantification. + MAPPING: tissue 'digestive gland' (paper, RNAseq analyses) maps to + digestive_gland; 'Adult individuals' maps to adult. The reference bundle + for GCF_026571515.1 was fetched and verified with `aree fetch-reference` + on 2026-10-12: 65,336 transcripts, 47,388 genes, all of them in + rphil_gene_id_crosswalk.tsv, and the GTF names the registered release. + PUBLICATION: found by PubMed search for the design; the article's data + availability names PRJNA1132140. A follow-up from the same group (Martino + et al. 2026, ISME Commun, doi:10.1093/ismeco/ycag059) transplants primed + microbiomes; its data appear to be PRJNA1292094 (not checked) and it is a + separate experiment. + source_links: + - "https://www.ncbi.nlm.nih.gov/bioproject/PRJNA1132140" + - "https://www.ebi.ac.uk/ena/browser/view/PRJNA1132140" + - "https://doi.org/10.1016/j.isci.2025.113108" + - "https://pmc.ncbi.nlm.nih.gov/articles/PMC12314336/" diff --git a/tests/test_tucci2025_study.py b/tests/test_tucci2025_study.py new file mode 100644 index 0000000..bd5173f --- /dev/null +++ b/tests/test_tucci2025_study.py @@ -0,0 +1,103 @@ +"""Curation tests for TUCCI2025_HEAT_PRIMING. + +The first real clam study: a 2x2 Manila clam priming x heatwave factorial, +10 clams per group, 3' Tag-Seq of digestive gland. These tests pin the design +read from ENA and the decisions that are easy to erode later: the 16S amplicon +runs that share the BioProject are excluded, the two prespecified comparisons +and their classifications, the tank and survivor caveats, and that the study is +registered as not runnable until the workflow handles 3' Tag-seq. +""" +from __future__ import annotations + +import csv +import json +import re +from collections import Counter + +import pytest +import yaml + +from common import DATA_DIR, REPO_ROOT, STUDIES_DIR + +STUDY_ID = "TUCCI2025_HEAT_PRIMING" +STUDY_PATH = STUDIES_DIR / f"{STUDY_ID}.yaml" +STUDY_DIR = DATA_DIR / "studies" / STUDY_ID +CONFIG_PATH = REPO_ROOT / "config" / f"{STUDY_ID}.config" +LEVELS = {"Naïve_No_Heatwave", "Naïve_Heatwave", "Primed_No_Heatwave", "Primed_Heatwave"} + + +@pytest.fixture(scope="module") +def study(): + return yaml.safe_load(STUDY_PATH.read_text()) + + +@pytest.fixture(scope="module") +def samplesheet(): + with open(STUDY_DIR / "samplesheet.tsv", encoding="utf-8") as fh: + return list(csv.DictReader(fh, delimiter="\t")) + + +@pytest.fixture(scope="module") +def ena_provenance(): + return json.loads((STUDY_DIR / "ena_provenance.json").read_text()) + + +def test_study_validates(): + from intake.schema_validate import validate_study_file + + result = validate_study_file(STUDY_PATH) + assert result.valid, result.errors + + +def test_samplesheet_keeps_only_the_rnaseq_runs(samplesheet, ena_provenance): + """The BioProject also holds 40 paired-end 16S amplicon runs from the same RNA. + Counting them would double every group.""" + assert ena_provenance["bioproject"] == "PRJNA1132140" + assert ena_provenance["library_strategy_filter"] == { + "kept": ["RNA-Seq"], "runs_by_strategy_before_filter": {"AMPLICON": 40, "RNA-Seq": 40}} + assert ena_provenance["library_layouts"] == ["SINGLE"] + assert len(samplesheet) == ena_provenance["n_runs"] == ena_provenance["n_samples"] == 40 + assert {r["library_layout"] for r in samplesheet} == {"SINGLE"} + + +def test_ten_distinct_clams_per_group(samplesheet): + assert Counter(r["condition"] for r in samplesheet) == dict.fromkeys(LEVELS, 10) + assert len({r["clam_id"] for r in samplesheet}) == 40 + assert len({r["sample_accession"] for r in samplesheet}) == 40 + + +def test_two_prespecified_comparisons_with_one_primary(study): + comparisons = {c["comparison_id"]: c for c in study["comparisons"]} + assert set(comparisons) == {"naive_hw_vs_naive_control", "primed_hw_vs_naive_hw"} + primary = [cid for cid, c in comparisons.items() if c.get("meta_analysis_primary")] + assert primary == ["naive_hw_vs_naive_control"] + + +def test_classifications_follow_what_was_measured(study): + """Heatwave vs control is an exposure among survivors. Primed vs naive under + the same heatwave compares groups with a measured survival difference.""" + comparisons = {c["comparison_id"]: c for c in study["comparisons"]} + assert comparisons["naive_hw_vs_naive_control"]["resilience_classification"] == "exposure_only" + assert comparisons["primed_hw_vs_naive_hw"]["resilience_classification"] == "resilience" + for c in comparisons.values(): + assert c["tissue"] == "digestive_gland" + assert c["stressor_standardized"] == "temperature" + assert c["phenotype"] == "thermal_tolerance" + assert "survivors only" in c["exposure_timing"] + + +def test_tank_replication_and_tag_seq_are_declared(study): + assert "tank_level_replication" in study["quality_flags"] + assert all(c["biological_replicates"] == 2 for c in study["comparisons"]) + assert "3' Tag" in study["platform"] + assert study["analysis_status"] == "not_started" + assert all(c["results_file"] is None for c in study["comparisons"]) + + +def test_config_levels_exist_in_the_samplesheet(samplesheet): + text = CONFIG_PATH.read_text(encoding="utf-8") + levels = set(re.findall(r"(?:control_level|treatment_level)\s*=\s*'([^']+)'", text)) + assert levels == {"Naïve_No_Heatwave", "Naïve_Heatwave"} + assert levels <= {r["condition"] for r in samplesheet} + assert "single_end = true" in text + assert "GCF_026571515.1" in text From 6600fb8d1ee44cdc2fa7111c5bd9cf3bbbc1080f Mon Sep 17 00:00:00 2001 From: Steven Roberts Date: Mon, 12 Oct 2026 17:22:34 -0700 Subject: [PATCH 3/6] Run TUCCI2025_HEAT_PRIMING with --tag_seq The libraries are QuantSeq 3' Tag-Seq. main now has the workflow's Tag-seq path (#24): fastp poly-X trimming, Salmon --noLengthCorrection, DESeq2 without length offsets. The config sets tag_seq = true, the registration no longer calls the study unrunnable, limitation (1) says what the manifest's length_model must read and never to run without tag_seq, and a curation test pins the setting. Tank membership (limitation 2) is still unknown. Co-Authored-By: Claude Opus 5.5 --- config/TUCCI2025_HEAT_PRIMING.config | 12 ++++---- registry/studies/TUCCI2025_HEAT_PRIMING.yaml | 30 +++++++++++--------- tests/test_tucci2025_study.py | 9 +++++- 3 files changed, 31 insertions(+), 20 deletions(-) diff --git a/config/TUCCI2025_HEAT_PRIMING.config b/config/TUCCI2025_HEAT_PRIMING.config index a501545..719466e 100644 --- a/config/TUCCI2025_HEAT_PRIMING.config +++ b/config/TUCCI2025_HEAT_PRIMING.config @@ -1,11 +1,12 @@ /* * AREE :: run configuration for TUCCI2025_HEAT_PRIMING (PRJNA1132140) * - * NOT RUNNABLE YET. The libraries are Lexogen QuantSeq 3' Tag-Seq (75 bp - * single-end). The RNA-seq workflow currently applies Salmon's length - * correction and tximport length offsets, both wrong for 3' tag counts. Run - * this only after the workflow gains a 3' Tag-seq mode, and set it here; see - * limitations (1) in registry/studies/TUCCI2025_HEAT_PRIMING.yaml. + * The libraries are Lexogen QuantSeq 3' Tag-Seq (75 bp single-end), so the + * run uses --tag_seq (PR #24): fastp trims poly(A) tails, Salmon runs with + * --noLengthCorrection, and DESeq2 fits counts without length offsets. Without + * it, length offsets can create false fold changes from isoform switching + * (workflows/rnaseq/README.md, "3' Tag-seq libraries"). Tank is still not + * modelled; see limitations (2) in registry/studies/TUCCI2025_HEAT_PRIMING.yaml. * * The prespecified primary comparison is set below (naive clams, heatwave vs * control). For the second comparison: @@ -29,6 +30,7 @@ includeConfig 'base.config' params { mode = 'raw_reanalysis' single_end = true + tag_seq = true // QuantSeq 3' Tag-Seq: no length correction anywhere rnaseq { study_id = 'TUCCI2025_HEAT_PRIMING' diff --git a/registry/studies/TUCCI2025_HEAT_PRIMING.yaml b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml index 78be74d..68fd4f5 100644 --- a/registry/studies/TUCCI2025_HEAT_PRIMING.yaml +++ b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml @@ -7,12 +7,11 @@ # PRJNA1132140" for both the RNA-seq and the 16S data, and its methods (2x2 # factorial, 10 clams per group sequenced, 75 bp single-end) match the deposit. # -# STATUS: REGISTERED, NOT RUNNABLE YET. The libraries are Lexogen QuantSeq 3' -# mRNA-seq (3' Tag-Seq), not full-length RNA-seq. The RNA-seq workflow applies -# Salmon's length correction and passes tximport length offsets to DESeq2; -# both are wrong for 3' tag counts, where reads come from one end of each -# transcript and do not scale with its length. Running this study needs a -# 3' Tag-seq mode in the workflow (separate code PR). See limitations (1). +# STATUS: REGISTERED, READY TO RUN, NOT YET RUN. The libraries are Lexogen +# QuantSeq 3' mRNA-seq (3' Tag-Seq), not full-length RNA-seq, so the run +# configuration sets tag_seq = true (workflow option added in PR #24): no +# length correction in Salmon or DESeq2. See limitations (1). Tank membership +# is still unknown; see limitations (2). study_id: TUCCI2025_HEAT_PRIMING simulated: false @@ -117,13 +116,15 @@ quality_flags: limitations: > (1) 3' Tag-Seq libraries (Lexogen QuantSeq, 75 bp single-end). Reads come from the 3' end of each transcript, so counts do not scale with transcript - length. The current RNA-seq workflow corrects for length twice (Salmon's - effective-length model and tximport length offsets in DESeq2), which would - bias every gene's estimate by its transcript length. The study must not be - run until the workflow has a 3' Tag-seq mode (no length correction in - Salmon, raw counts into DESeq2). Gene-level 3' counts also depend on 3' UTR - annotation: genes whose RefSeq 3' end is wrong or missing on this - contig-level assembly will be under-counted. (2) Tank is the unit of + length, and the standard path's length correction (Salmon's effective-length + model, tximport length offsets in DESeq2) would be wrong: on simulated 3' + reads it called 26 of 40 isoform-switch genes differentially expressed with + no change in 3' reads. The run therefore sets tag_seq = true (fastp poly-X + trimming, Salmon --noLengthCorrection, DESeq2 on counts without length + offsets); the workflow manifest's deseq2_design.length_model must read + "none" for this study. Never run it without tag_seq. Gene-level 3' counts + also depend on 3' UTR annotation: genes whose RefSeq 3' end is wrong or + missing on this contig-level assembly will be under-counted. (2) Tank is the unit of treatment: each condition ran in two 25 L tanks of 30 clams, so each arm rests on 2 tanks. Which tank each sequenced clam came from is not in the deposit or the paper, so the analysis cannot be fitted on tanks (as @@ -162,7 +163,8 @@ provenance: --library-strategy RNA-Seq`. The --library-strategy option is from PR #40 (WP5), not yet on main when this was generated; the provenance records the filter (kept RNA-Seq; 40 RNA-Seq and 40 AMPLICON runs before filtering). - Regenerate from main once #40 merges. LIBRARY-STRATEGY CHECK: unlike + Regenerate from main once #40 merges. TAG-SEQ: the run configuration sets + tag_seq = true (PR #24, merged into this branch 2026-10-12). LIBRARY-STRATEGY CHECK: unlike LUTIER2022_OA_TIPPING, the AMPLICON label here is correct. The 40 AMPLICON runs are paired-end with their own BioSamples; the 40 RNA-Seq runs are single-end, 76 bp, 5.5-16.5 M reads, matching the paper's 75 SE diff --git a/tests/test_tucci2025_study.py b/tests/test_tucci2025_study.py index bd5173f..da8c12d 100644 --- a/tests/test_tucci2025_study.py +++ b/tests/test_tucci2025_study.py @@ -5,7 +5,7 @@ read from ENA and the decisions that are easy to erode later: the 16S amplicon runs that share the BioProject are excluded, the two prespecified comparisons and their classifications, the tank and survivor caveats, and that the study is -registered as not runnable until the workflow handles 3' Tag-seq. +configuration runs the workflow's 3' Tag-seq path (tag_seq = true). """ from __future__ import annotations @@ -101,3 +101,10 @@ def test_config_levels_exist_in_the_samplesheet(samplesheet): assert levels <= {r["condition"] for r in samplesheet} assert "single_end = true" in text assert "GCF_026571515.1" in text + + +def test_config_runs_the_tag_seq_path(): + """QuantSeq 3' Tag-Seq: the standard path's length offsets would create false + fold changes from isoform switching. Never run this study without tag_seq.""" + text = CONFIG_PATH.read_text(encoding="utf-8") + assert re.search(r"^\s*tag_seq\s*=\s*true\b", text, re.M) From 3a19ecd53a5df1f495fd889e73e046da55aab1f2 Mon Sep 17 00:00:00 2001 From: Steven Roberts Date: Tue, 13 Oct 2026 05:53:59 -0700 Subject: [PATCH 4/6] Fit TUCCI2025_HEAT_PRIMING on clams with tank_level_replication; unshadow --comparison_id Decision (sr320, 2026-10-12): fit on clams now rather than wait for the authors' tank IDs. Limitation (2) records what that costs: lfcSE ignores tank-to-tank variation, so significance is an upper bound; refit with --replicate_unit if tank IDs arrive. The config set the primary comparison inside the rnaseq block, which the workflow reads before --comparison_id, so the second comparison's outputs would have been named after the first. It now sets rnaseq.comparison_id = null and the primary at top level, as LIU2019_HEAT_HSF1 does; a curation test guards it. Co-Authored-By: Claude Opus 5.5 --- config/TUCCI2025_HEAT_PRIMING.config | 8 +++++++- registry/studies/TUCCI2025_HEAT_PRIMING.yaml | 12 +++++++++--- tests/test_tucci2025_study.py | 9 +++++++++ 3 files changed, 25 insertions(+), 4 deletions(-) diff --git a/config/TUCCI2025_HEAT_PRIMING.config b/config/TUCCI2025_HEAT_PRIMING.config index 719466e..38f6183 100644 --- a/config/TUCCI2025_HEAT_PRIMING.config +++ b/config/TUCCI2025_HEAT_PRIMING.config @@ -34,12 +34,18 @@ params { rnaseq { study_id = 'TUCCI2025_HEAT_PRIMING' - comparison_id = 'naive_hw_vs_naive_control' + // Null so --comparison_id on the command line takes effect: the + // workflow reads rnaseq.comparison_id first, and a value here would + // name every comparison's output after the primary one. + comparison_id = null genome_assembly = 'GCF_026571515.1' annotation_version = 'GCF_026571515.1-RS_2023_10' processed_results = null } + // Prespecified primary comparison (meta_analysis_primary in the study YAML). + comparison_id = 'naive_hw_vs_naive_control' + sample_sheet = 'data/studies/TUCCI2025_HEAT_PRIMING/samplesheet.tsv' // Condition levels are Treatment x Thermal stress from the BioSamples. diff --git a/registry/studies/TUCCI2025_HEAT_PRIMING.yaml b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml index 68fd4f5..a32bd89 100644 --- a/registry/studies/TUCCI2025_HEAT_PRIMING.yaml +++ b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml @@ -128,9 +128,15 @@ limitations: > treatment: each condition ran in two 25 L tanks of 30 clams, so each arm rests on 2 tanks. Which tank each sequenced clam came from is not in the deposit or the paper, so the analysis cannot be fitted on tanks (as - LUTIER2022_OA_TIPPING is) unless the authors supply tank IDs. Fitted on - clams, lfcSE ignores tank-to-tank variation and is too small; the study - carries tank_level_replication and biological_replicates records 2. + LUTIER2022_OA_TIPPING is) unless the authors supply tank IDs. DECISION + (sr320, 2026-10-12): fit on clams now rather than wait for tank IDs. Each + arm's 10 clams are therefore treated as independent, so lfcSE ignores + tank-to-tank variation and is too small, and adjusted p-values are too + optimistic, by an amount that cannot be estimated from these data. The + study carries tank_level_replication and biological_replicates records 2; + treat its significance calls as an upper bound. If tank IDs arrive, refit + with --replicate_unit (two tanks per arm leaves 1 residual df per arm, so + expect far fewer calls) and record both. (3) Survivor sampling. Naive clams lost about 25% to the heatwave and the survivors were sampled 15 d later; primed clams lost about 4%. The naive heatwave arm is therefore the more tolerant three-quarters of naive clams, diff --git a/tests/test_tucci2025_study.py b/tests/test_tucci2025_study.py index da8c12d..20c2b35 100644 --- a/tests/test_tucci2025_study.py +++ b/tests/test_tucci2025_study.py @@ -108,3 +108,12 @@ def test_config_runs_the_tag_seq_path(): fold changes from isoform switching. Never run this study without tag_seq.""" text = CONFIG_PATH.read_text(encoding="utf-8") assert re.search(r"^\s*tag_seq\s*=\s*true\b", text, re.M) + + +def test_command_line_comparison_id_is_not_shadowed(): + """The workflow reads rnaseq.comparison_id before comparison_id; set inside the + rnaseq block it would silently name the second comparison after the first.""" + text = CONFIG_PATH.read_text(encoding="utf-8") + block = re.search(r"rnaseq \{(.*?)\}", text, re.S).group(1) + assert re.search(r"comparison_id\s*=\s*null", block) + assert re.search(r"^\s*comparison_id\s*=\s*'naive_hw_vs_naive_control'", text, re.M) From 20827e3dc79352ba40cd7e9b463e83cc95442a2f Mon Sep 17 00:00:00 2001 From: Steven Roberts Date: Tue, 13 Oct 2026 05:53:59 -0700 Subject: [PATCH 5/6] Regenerate the TUCCI2025_HEAT_PRIMING sample sheet from main --library-strategy is on main now (#40). Regenerating with the recorded command reproduced samplesheet.tsv and fastq_manifest.tsv byte for byte; only date_generated in ena_provenance.json changed. The registration's curation note says so. Co-Authored-By: Claude Opus 5.5 --- .../studies/TUCCI2025_HEAT_PRIMING/ena_provenance.json | 2 +- registry/studies/TUCCI2025_HEAT_PRIMING.yaml | 10 ++++++---- 2 files changed, 7 insertions(+), 5 deletions(-) diff --git a/data/studies/TUCCI2025_HEAT_PRIMING/ena_provenance.json b/data/studies/TUCCI2025_HEAT_PRIMING/ena_provenance.json index 530aaf1..de27957 100644 --- a/data/studies/TUCCI2025_HEAT_PRIMING/ena_provenance.json +++ b/data/studies/TUCCI2025_HEAT_PRIMING/ena_provenance.json @@ -1,7 +1,7 @@ { "study_id": "TUCCI2025_HEAT_PRIMING", "bioproject": "PRJNA1132140", - "date_generated": "2026-10-12", + "date_generated": "2026-10-13", "generated_by": "src/intake/ena_samplesheet.py", "queries": { "run_report": "https://www.ebi.ac.uk/ena/portal/api/filereport?accession=PRJNA1132140&result=read_run&fields=run_accession,sample_accession,sample_alias,experiment_accession,library_strategy,library_layout,library_selection,instrument_model,read_count,base_count,fastq_ftp,fastq_md5,fastq_bytes", diff --git a/registry/studies/TUCCI2025_HEAT_PRIMING.yaml b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml index a32bd89..3f8b634 100644 --- a/registry/studies/TUCCI2025_HEAT_PRIMING.yaml +++ b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml @@ -166,10 +166,12 @@ provenance: live ENA metadata with `aree fetch-samplesheet --bioproject PRJNA1132140 --study TUCCI2025_HEAT_PRIMING --condition-attribute Treatment --condition-attribute "Thermal stress" --attribute Clam_ID - --library-strategy RNA-Seq`. The --library-strategy option is from PR #40 - (WP5), not yet on main when this was generated; the provenance records the - filter (kept RNA-Seq; 40 RNA-Seq and 40 AMPLICON runs before filtering). - Regenerate from main once #40 merges. TAG-SEQ: the run configuration sets + --library-strategy RNA-Seq`; the provenance records the filter (kept + RNA-Seq; 40 RNA-Seq and 40 AMPLICON runs before filtering). First + generated 2026-10-12 with PR #40's branch code, before --library-strategy + reached main; regenerated from main on 2026-10-13 after #40 merged. The + sample sheet and FASTQ manifest were byte-identical; only date_generated + in ena_provenance.json changed. TAG-SEQ: the run configuration sets tag_seq = true (PR #24, merged into this branch 2026-10-12). LIBRARY-STRATEGY CHECK: unlike LUTIER2022_OA_TIPPING, the AMPLICON label here is correct. The 40 AMPLICON runs are paired-end with their own BioSamples; the 40 RNA-Seq From a52740d4811f77bf281e0e1b0b9e313f2ab8c2aa Mon Sep 17 00:00:00 2001 From: Steven Roberts Date: Tue, 13 Oct 2026 17:20:47 -0700 Subject: [PATCH 6/6] Reanalyze TUCCI2025_HEAT_PRIMING: two comparisons, fitted on clams with --tag_seq All 40 QuantSeq libraries (13.8 GB, MD5-verified) run natively on Pori with tag_seq = true: no length correction in Salmon or DESeq2, which both manifests record. Heatwave vs control in naive clams: 1,606 of 28,984 genes at padj < 0.05. Primed vs naive under the heatwave: 24 of 28,291, small as the survivor caveat predicts. Both are upper bounds: tank is not modelled (tank_level_replication). Replicate dispersion QC passes in all four groups (median 0.08-0.12). Salmon mapped only 42-49% of reads, recorded under limitation (1) as 3' tags falling beyond annotated transcript ends. Every gene resolves exact against the Manila clam crosswalk. qc_status passed_with_warnings, analysis_status harmonized; curation tests pin the manifests and the QC. Co-Authored-By: Claude Opus 5.5 --- ...e_hw_vs_naive_control_dge_standardized.tsv | 28985 ++++++++++++++++ ...ive_hw_vs_naive_control_rnaseq_report.html | 2818 ++ ...hw_vs_naive_control_workflow_manifest.json | 122 + ...primed_hw_vs_naive_hw_dge_standardized.tsv | 28292 +++++++++++++++ ...G_primed_hw_vs_naive_hw_rnaseq_report.html | 2818 ++ ...imed_hw_vs_naive_hw_workflow_manifest.json | 122 + .../replicate_dispersion_qc.tsv | 5 + registry/studies/TUCCI2025_HEAT_PRIMING.yaml | 43 +- tests/test_tucci2025_study.py | 25 +- 9 files changed, 63218 insertions(+), 12 deletions(-) create mode 100644 data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_dge_standardized.tsv create mode 100644 data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_rnaseq_report.html create mode 100644 data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_workflow_manifest.json create mode 100644 data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_dge_standardized.tsv create mode 100644 data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_rnaseq_report.html create mode 100644 data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_workflow_manifest.json create mode 100644 data/studies/TUCCI2025_HEAT_PRIMING/replicate_dispersion_qc.tsv diff --git a/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_dge_standardized.tsv b/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_dge_standardized.tsv new file mode 100644 index 0000000..289e3e8 --- /dev/null +++ b/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_dge_standardized.tsv @@ -0,0 +1,28985 @@ +gene_id baseMean log2FoldChange lfcSE stat pvalue padj +132758537 50.810076039425 -4.26974824391919 0.376523775456047 -11.3399166858657 8.322365407070709e-30 1.75568620627564e-25 +132755919 14.1138348962764 22.1692462574286 2.95773424926454 7.4953475833541 6.61229015340869e-14 6.97464365381548e-10 +132746458 118.984638571964 -1.28516437735155 0.17959827311416 -7.15577246410742 8.320305262108049e-13 5.85083866031438e-09 +132739707 26.2242479250068 -1.57711463055094 0.227191257604578 -6.94179277486053 3.87154856486502e-12 2.04185471310981e-08 +132759335 33.8292024286863 -1.75522631937426 0.256627026659294 -6.83960042020263 7.94143744575497e-12 3.35065128711294e-08 +132735870 43.1641885684772 -1.79148261985511 0.266055206516832 -6.73349957442673 1.65630145947661e-11 4.36766694863982e-08 +132757131 14.9258331788384 -2.24960232240419 0.333186363390179 -6.75178389509831 1.46038289881716e-11 4.36766694863982e-08 +132758695 114.899656200665 -0.979860550558553 0.145427322100318 -6.73780233595052 1.60800109856648e-11 4.36766694863982e-08 +132729316 354.736400734863 0.654761665298731 0.100484336853543 6.51605698759848 7.2179562320348e-11 1.69188894078896e-07 +132728916 51.8382347640917 -1.03740721223153 0.160093678939227 -6.48000107877673 9.1721962554668e-11 1.93496652205328e-07 +132716352 93.4178638099864 -1.39140522512059 0.215221750737145 -6.46498423302924 1.01309371944521e-10 1.94292955503784e-07 +132713952 450.978294362324 -1.20190523519368 0.187174499965764 -6.42130864735061 1.35107772120411e-10 2.37519463387682e-07 +132740805 7626.42021993477 0.660021294470994 0.104777035271726 6.29929347360621 2.99005401431764e-10 4.85216765277269e-07 +132734396 47.0502918529487 -1.53499644125378 0.251391032126972 -6.10601113439279 1.0215188469659502e-09 1.53928297111383e-06 +132758542 49.6081071516361 -1.36185383311314 0.224263340521488 -6.0725655381141 1.25882695814461e-09 1.77041423393459e-06 +132713504 63.9692317787276 -1.42943274621541 0.245382220798934 -5.82533136085147 5.69993908536705e-09 7.51536968405645e-06 +132746875 51.4232497442477 -1.41903549441008 0.244187813138147 -5.81124617225377 6.200949928009e-09 7.6950140988987e-06 +132759051 19.3803589837354 -1.97107650511226 0.339754520030034 -5.80147250119887 6.57350782620599e-09 7.70415117231342e-06 +132723474 15.0413033093767 1.49356957281946 0.258968459051717 5.76738023730212 8.05132611137285e-09 8.93951450765904e-06 +132733773 12.2771818058811 -1.80326997283331 0.314944895712421 -5.7256681958735 1.03027412777879e-08 1.07011092849701e-05 +132738083 14.6055505560799 -1.7997105550927 0.314634718766016 -5.71999988479049 1.06524125419214e-08 1.07011092849701e-05 +132755334 54.4208444147848 -4.25139699574215 0.745750268651675 -5.70083200027367 1.19224090073228e-08 1.14325063826583e-05 +132734210 134.822722500483 -1.43501503272365 0.253262495627311 -5.66611739795594 1.4606946488282e-08 1.33977453529042e-05 +132733862 33.4725939414268 -1.32542082466821 0.234802682572582 -5.64482828793277 1.65346191148729e-08 1.45339302019733e-05 +132721816 1795.0400469738 0.688927257933353 0.122318835169741 5.63222546206666 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0.255732320443876 diff --git a/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_rnaseq_report.html b/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_rnaseq_report.html new file mode 100644 index 0000000..f750c56 --- /dev/null +++ b/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_rnaseq_report.html @@ -0,0 +1,2818 @@ + + + + + + + + + +AREE RNA-seq Workflow Report + + + + + + + + + + + + + + + + + + + + +
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AREE RNA-seq Workflow Report

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TUCCI2025_HEAT_PRIMING / naive_hw_vs_naive_control

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Run summary

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This report was generated by the AREE workflows/rnaseq Nextflow scaffold.

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FieldValue
workflow_namearee-rnaseq
workflow_version0.1.0-scaffold
moderaw_reanalysis
study_idTUCCI2025_HEAT_PRIMING
comparison_idnaive_hw_vs_naive_control
workflow_start2026-10-13T16:54:07.700267-07:00
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Warnings

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No warnings recorded.
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If mode is processed_results_harmonization, note that raw FASTQ QC (FastQC/fastp/Salmon mapping rate) could not be independently verified — see the warnings array above and docs/design.md section 7.

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Sample exclusions and viral read QC

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No samples were excluded from differential expression.
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Viral read QC was not run (no --viral_reference).
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Differential expression summary

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Loaded 28984 features. 1606 features have padj < 0.05.
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gene_idbaseMeanlog2FoldChangelfcSEstatpvaluepadj
13275853750.81008-4.26974820.3765238-11.33991700e+00
13275591914.1138322.16924632.95773427.49534800e+00
132746458118.98464-1.28516440.1795983-7.15577300e+00
13273970726.22425-1.57711460.2271913-6.94179300e+00
13275933533.82920-1.75522630.2566270-6.83960000e+00
13273587043.16419-1.79148260.2660552-6.73350000e+00
13275713114.92583-2.24960230.3331864-6.75178400e+00
132758695114.89966-0.97986060.1454273-6.73780200e+00
132729316354.736400.65476170.10048436.51605702e-07
13272891651.83823-1.03740720.1600937-6.48000102e-07
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Volcano plot

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Provenance

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Source file checksums, tool versions, and parameters are recorded in TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_manifest.json, emitted by the EMIT_MANIFEST process. This report does not duplicate that data verbatim; consult the manifest for the authoritative, machine-readable record.

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Generated by the AREE workflows/rnaseq scaffold. This report template has not been rendered against real pipeline outputs in this build — see workflows/rnaseq/README.md.

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+ + + + + \ No newline at end of file diff --git a/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_workflow_manifest.json b/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_workflow_manifest.json new file mode 100644 index 0000000..9ee94ef --- /dev/null +++ b/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_workflow_manifest.json @@ -0,0 +1,122 @@ +{ + "workflow_name": "aree-rnaseq", + "workflow_version": "0.1.0-scaffold", + "mode": "raw_reanalysis", + "study_id": "TUCCI2025_HEAT_PRIMING", + "comparison_id": "naive_hw_vs_naive_control", + "input_files": [ + { + "name": "TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_dge_standardized.tsv", + "sha256": "b99f69d1f8522ba4a06102a6f8dcc99c803e6dc3cf70c94ecbf52ff067a75909" + } + ], + "parameters": { + "mode": "raw_reanalysis", + "study_id": "TUCCI2025_HEAT_PRIMING", + "comparison_id": "naive_hw_vs_naive_control", + "outdir": 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+132760656 0.599956584066836 -1.15057682487652 2.68925578899588 -0.427842092814133 0.668766088852655 +132760660 0.548811859075433 0.197651385240737 1.61384014581805 0.122472715623608 0.902524653081406 +132760663 0.70983282240439 -1.47400143362135 2.15521537059376 -0.683923033276836 0.494023768546409 diff --git a/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_rnaseq_report.html b/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_rnaseq_report.html new file mode 100644 index 0000000..c6ac484 --- /dev/null +++ b/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_rnaseq_report.html @@ -0,0 +1,2818 @@ + + + + + + + + + +AREE RNA-seq Workflow Report + + + + + + + + + + + + + + + + + + + + +
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AREE RNA-seq Workflow Report

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TUCCI2025_HEAT_PRIMING / primed_hw_vs_naive_hw

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Run summary

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This report was generated by the AREE workflows/rnaseq Nextflow scaffold.

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FieldValue
workflow_namearee-rnaseq
workflow_version0.1.0-scaffold
moderaw_reanalysis
study_idTUCCI2025_HEAT_PRIMING
comparison_idprimed_hw_vs_naive_hw
workflow_start2026-10-13T17:17:25.904826-07:00
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Warnings

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No warnings recorded.
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If mode is processed_results_harmonization, note that raw FASTQ QC (FastQC/fastp/Salmon mapping rate) could not be independently verified — see the warnings array above and docs/design.md section 7.

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Sample exclusions and viral read QC

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No samples were excluded from differential expression.
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Viral read QC was not run (no --viral_reference).
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Differential expression summary

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Loaded 28291 features. 24 features have padj < 0.05.
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gene_idbaseMeanlog2FoldChangelfcSEstatpvaluepadj
13272165739.1920223.98719472.56307629.3587520.00e+000.0000000
13275591912.69731-22.63974082.9577333-7.6544230.00e+000.0000000
13275853718.126882.82467540.45246876.2428080.00e+000.0000033
13272668841.537523.77570020.67364295.6048990.00e+000.0001187
132718184123.95825-0.81506140.1620407-5.0299795.00e-070.0022357
13273170719.959033.49561710.71049604.9199679.00e-070.0032875
132737063361.89006-0.56189850.1170663-4.7998321.60e-060.0051696
132736906151.84663-3.84523160.8201260-4.6885862.80e-060.0078362
13272048122.32012-3.86753020.8737802-4.4262059.60e-060.0214759
1327309827.08161-4.55643851.0318474-4.4158061.01e-050.0214759
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Volcano plot

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Provenance

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Source file checksums, tool versions, and parameters are recorded in TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_manifest.json, emitted by the EMIT_MANIFEST process. This report does not duplicate that data verbatim; consult the manifest for the authoritative, machine-readable record.

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Generated by the AREE workflows/rnaseq scaffold. This report template has not been rendered against real pipeline outputs in this build — see workflows/rnaseq/README.md.

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+ + + + + \ No newline at end of file diff --git a/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_workflow_manifest.json b/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_workflow_manifest.json new file mode 100644 index 0000000..597bd5c --- /dev/null +++ b/data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_workflow_manifest.json @@ -0,0 +1,122 @@ +{ + "workflow_name": "aree-rnaseq", + "workflow_version": "0.1.0-scaffold", + "mode": "raw_reanalysis", + "study_id": "TUCCI2025_HEAT_PRIMING", + "comparison_id": "primed_hw_vs_naive_hw", + "input_files": [ + { + "name": "TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_dge_standardized.tsv", + "sha256": "f869028d8ae52f05cff1325f8942cb5b0bf2ba173f0154802770c20c714f2816" + } + ], + "parameters": { + "mode": "raw_reanalysis", + "study_id": "TUCCI2025_HEAT_PRIMING", + "comparison_id": "primed_hw_vs_naive_hw", + "outdir": "results/rnaseq/TUCCI2025_HEAT_PRIMING/primed_hw_vs_naive_hw", + "exclude_samples": [], + "control_levels": [ + "Na\u00efve_Heatwave" + ], + "treatment_levels": [ + "Primed_Heatwave" + ], + "replicate_unit": null, + "covariates": [], + "single_end": true, + "se_adapter": "AGATCGGAAGAGCACACGTCTGAACTCCAGTCA", + "tag_seq": true, + "viral_reference": null + }, + "deseq2_design": { + "design": "~condition", + "covariates_requested": [], + "covariates_used": [], + "covariates_dropped_constant": [], + "tag_seq": true, + "length_model": "none: counts without length offsets (tag_seq)", + "n_libraries_or_units": 20, + "residual_df": 18 + }, + "software_versions": { + "DIFFERENTIAL_EXPRESSION_DESEQ2": { + "bioconductor-deseq2": "1.50.2", + "bioconductor-tximport": "1.38.2", + "r-base": "4.5.3" + }, + "FASTQC": { + "fastqc": "0.12.1" + }, + "SALMON_INDEX": { + "salmon": "2.8.0" + }, + "SALMON_QUANT": { + "salmon": "2.8.0" + }, + "SAMPLE_QC": { + "multiqc": "1.35" + }, + "STANDARDIZE_OUTPUT": { + "pandas": "3.0.6", + "python": "3.11.17" + }, + "TRIM_FASTP": { + "fastp": "1.4.0" + }, + "EMIT_MANIFEST": { + "python": "3.11.17" + } + }, + "software_versions_not_captured": { + "RENDER_REPORT": "renders this manifest, so it runs afterwards; its versions.yml is published to rnaseq/reports/" + }, + "container_engine": null, + "reference": { + "genome_assembly": "GCF_026571515.1", + "annotation_version": "GCF_026571515.1-RS_2023_10", + "transcript_fasta": "data/reference/GCF_026571515.1/rna.fna", + "gtf": "data/reference/GCF_026571515.1/genomic.gtf", + "tx2gene": "data/reference/GCF_026571515.1/tx2gene.tsv", + "salmon_index": null, + "files": [ + { + "name": "genomic.gtf", + "sha256": "99299a6252c91d941eee4ae579ff540ef08019317ae3c44a7927500cdd46eb0b", + "matches_bundle_provenance": true + }, + { + "name": "reference_provenance.json", + "sha256": "a39261e783dccf164ed976d93a25abc1f871f0d47ffd437218041f3b6cfeb67b" + }, + { + "name": "rna.fna", + "sha256": "2c45a6c9478b0ff312737772ee3c23019468042fd09bbf2a25a7f263cbfe4014", + "matches_bundle_provenance": true + }, + { + "name": "tx2gene.tsv", + "sha256": "1f76e774cf67286927a3428f570f3f899246e7849e2a60a5a1459de2e396a961", + "matches_bundle_provenance": true + } + ], + "bundle": { + "bundle": "GCF_026571515.1", + "assembly_id": "ASM2657151v2", + "ncbi_assembly_accession": "GCF_026571515.1", + "annotation_source": "NCBI RefSeq GCF_026571515.1-RS_2023_10", + "annotation_release_matches_registry": true, + "date_generated": "2026-10-13", + "bundler_version": "1.0.0" + } + }, + "workflow_start": "2026-10-13T17:17:25.904826-07:00", + "qc_metrics": { + "mean_reads_per_sample": null, + "mean_mapping_rate_percent": null, + "n_samples": null, + "note": "QC metrics are not populated in processed_results_harmonization mode or in this unexecuted scaffold run." + }, + "viral_load": null, + "warnings": [] +} \ No newline at end of file diff --git a/data/studies/TUCCI2025_HEAT_PRIMING/replicate_dispersion_qc.tsv b/data/studies/TUCCI2025_HEAT_PRIMING/replicate_dispersion_qc.tsv new file mode 100644 index 0000000..a255ca3 --- /dev/null +++ b/data/studies/TUCCI2025_HEAT_PRIMING/replicate_dispersion_qc.tsv @@ -0,0 +1,5 @@ +condition n_samples samples n_genes median_dispersion passes +Naïve_Heatwave 10 Naive_HW_1,Naive_HW_10,Naive_HW_2,Naive_HW_3,Naive_HW_4,Naive_HW_5,Naive_HW_6,Naive_HW_7,Naive_HW_8,Naive_HW_9 845 0.08169 True +Naïve_No_Heatwave 10 Naive_noHW_1,Naive_noHW_10,Naive_noHW_2,Naive_noHW_3,Naive_noHW_4,Naive_noHW_5,Naive_noHW_6,Naive_noHW_7,Naive_noHW_8,Naive_noHW_9 857 0.09977 True +Primed_Heatwave 10 Primed_HW_1,Primed_HW_10,Primed_HW_2,Primed_HW_3,Primed_HW_4,Primed_HW_5,Primed_HW_6,Primed_HW_7,Primed_HW_8,Primed_HW_9 857 0.11639 True +Primed_No_Heatwave 10 Primed_noHW_1,Primed_noHW_10,Primed_noHW_2,Primed_noHW_3,Primed_noHW_4,Primed_noHW_5,Primed_noHW_6,Primed_noHW_7,Primed_noHW_8,Primed_noHW_9 861 0.09169 True diff --git a/registry/studies/TUCCI2025_HEAT_PRIMING.yaml b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml index 3f8b634..5d19b0c 100644 --- a/registry/studies/TUCCI2025_HEAT_PRIMING.yaml +++ b/registry/studies/TUCCI2025_HEAT_PRIMING.yaml @@ -7,11 +7,12 @@ # PRJNA1132140" for both the RNA-seq and the 16S data, and its methods (2x2 # factorial, 10 clams per group sequenced, 75 bp single-end) match the deposit. # -# STATUS: REGISTERED, READY TO RUN, NOT YET RUN. The libraries are Lexogen -# QuantSeq 3' mRNA-seq (3' Tag-Seq), not full-length RNA-seq, so the run -# configuration sets tag_seq = true (workflow option added in PR #24): no -# length correction in Salmon or DESeq2. See limitations (1). Tank membership -# is still unknown; see limitations (2). +# REANALYZED 2026-10-13 on Pori, fitted on clams with --tag_seq (no length +# correction in Salmon or DESeq2). Heatwave vs control in naive clams: 1,606 +# of 28,984 genes at padj < 0.05. Primed vs naive under the heatwave: 24 of +# 28,291. Both are upper bounds: tank, the unit of treatment, is not modelled +# (limitations 2). Replicate dispersion QC passes (median 0.08-0.12 per +# group). Salmon mapped 42-49% of reads; see limitations (1). study_id: TUCCI2025_HEAT_PRIMING simulated: false @@ -46,8 +47,8 @@ data_availability: status: "available" access_notes: "Raw single-end FASTQ for all 40 RNA-seq libraries are public in ENA/SRA under PRJNA1132140 (first public 2025-06-28). The project also holds 40 paired-end 16S amplicon runs from the same RNA under the same Treatment and Thermal stress attributes; the sample sheet keeps only library_strategy RNA-Seq. Whether supplementary differential-expression tables exist was not checked; they would carry edgeR statistics after RUVSeq normalization and would not be reproduced here. Sample sheet and FASTQ manifest with ENA MD5s were generated from ENA metadata; sequence data are not committed." -qc_status: "not_started" -analysis_status: "not_started" +qc_status: "passed_with_warnings" +analysis_status: "harmonized" # --------------------------------------------------------------------------- # DESIGN AS PUBLISHED. 2x2 factorial, priming (primed P / naive N) x marine @@ -88,7 +89,7 @@ comparisons: resilience_classification: "exposure_only" sample_size: 20 biological_replicates: 2 - results_file: null + results_file: "data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_naive_hw_vs_naive_control_dge_standardized.tsv" meta_analysis_primary: true - comparison_id: "primed_hw_vs_naive_hw" tissue: "digestive_gland" @@ -106,7 +107,7 @@ comparisons: resilience_classification: "resilience" sample_size: 20 biological_replicates: 2 - results_file: null + results_file: "data/studies/TUCCI2025_HEAT_PRIMING/TUCCI2025_HEAT_PRIMING_primed_hw_vs_naive_hw_dge_standardized.tsv" quality_flags: - raw_data_available @@ -124,7 +125,10 @@ limitations: > offsets); the workflow manifest's deseq2_design.length_model must read "none" for this study. Never run it without tag_seq. Gene-level 3' counts also depend on 3' UTR annotation: genes whose RefSeq 3' end is wrong or - missing on this contig-level assembly will be under-counted. (2) Tank is the unit of + missing on this contig-level assembly will be under-counted. Salmon mapped + only 42-49% of reads (mean 46%) to the RefSeq transcriptome, consistent with + many 3' tags falling beyond annotated transcript ends; those genes are + measured on a fraction of their reads, or not at all. (2) Tank is the unit of treatment: each condition ran in two 25 L tanks of 30 clams, so each arm rests on 2 tanks. Which tank each sequenced clam came from is not in the deposit or the paper, so the analysis cannot be fitted on tanks (as @@ -192,6 +196,25 @@ provenance: et al. 2026, ISME Commun, doi:10.1093/ismeco/ycag059) transplants primed microbiomes; its data appear to be PRJNA1292094 (not checked) and it is a separate experiment. + REANALYSIS (Pori, 2026-10-13): all 40 RNA-seq FASTQs (13.8 GB) were + downloaded from ENA and verified against ENA's MD5s; ENA throttled this + machine for most of a day, and 12 files needed fresh re-downloads over + HTTPS. Both comparisons ran natively (-profile local,workstation, 8 GB + resource config) with tag_seq = true, in one work directory: 126 tasks for + the primary comparison, then 4 for the second with 122 reused. Both + manifests record tag_seq true, length_model "none: counts without length + offsets (tag_seq)", 10 vs 10 clams, residual df 18, every reference file + matching the GCF_026571515.1 bundle provenance, and no warnings. Salmon + mapped 42.3-48.6% of reads per library. Replicate dispersion QC + (scripts/check_replicate_dispersion.py, replicate_dispersion_qc.tsv) + passes in all four groups: median dispersion 0.082 (Naïve_Heatwave), + 0.100 (Naïve_No_Heatwave), 0.116 (Primed_Heatwave), 0.092 + (Primed_No_Heatwave), on about 850 genes per group with mean count >= 500 + (few, because 3' tag libraries of ~7 M reads are shallow per gene). + Harmonized against rphil_gene_id_crosswalk.tsv: every gene resolves exact + (28,984 and 28,291 records). DESeq2 calls at padj < 0.05: 1,606 (632 up, + 974 down) for naive_hw_vs_naive_control, 24 (13 up, 11 down) for + primed_hw_vs_naive_hw; the latter is small, as limitations (3) predicts. source_links: - "https://www.ncbi.nlm.nih.gov/bioproject/PRJNA1132140" - "https://www.ebi.ac.uk/ena/browser/view/PRJNA1132140" diff --git a/tests/test_tucci2025_study.py b/tests/test_tucci2025_study.py index 20c2b35..59dbc93 100644 --- a/tests/test_tucci2025_study.py +++ b/tests/test_tucci2025_study.py @@ -90,8 +90,8 @@ def test_tank_replication_and_tag_seq_are_declared(study): assert "tank_level_replication" in study["quality_flags"] assert all(c["biological_replicates"] == 2 for c in study["comparisons"]) assert "3' Tag" in study["platform"] - assert study["analysis_status"] == "not_started" - assert all(c["results_file"] is None for c in study["comparisons"]) + assert study["analysis_status"] == "harmonized" + assert study["qc_status"] == "passed_with_warnings" def test_config_levels_exist_in_the_samplesheet(samplesheet): @@ -117,3 +117,24 @@ def test_command_line_comparison_id_is_not_shadowed(): block = re.search(r"rnaseq \{(.*?)\}", text, re.S).group(1) assert re.search(r"comparison_id\s*=\s*null", block) assert re.search(r"^\s*comparison_id\s*=\s*'naive_hw_vs_naive_control'", text, re.M) + + +@pytest.mark.parametrize("cid", ["naive_hw_vs_naive_control", "primed_hw_vs_naive_hw"]) +def test_each_comparison_was_run_on_the_tag_seq_path(study, cid): + """The committed manifest must show the run that produced the results file: + tag_seq, no length offsets, 10 vs 10 clams, reference files as fetched.""" + comp = {c["comparison_id"]: c for c in study["comparisons"]}[cid] + assert (REPO_ROOT / comp["results_file"]).exists() + manifest = json.loads((STUDY_DIR / f"{STUDY_ID}_{cid}_workflow_manifest.json").read_text()) + assert manifest["parameters"]["tag_seq"] is True + assert manifest["deseq2_design"]["length_model"].startswith("none") + assert manifest["deseq2_design"]["n_libraries_or_units"] == 20 + assert all(f.get("matches_bundle_provenance", True) for f in manifest["reference"]["files"]) + assert manifest["warnings"] == [] + + +def test_replicate_dispersion_qc_passes(): + with open(STUDY_DIR / "replicate_dispersion_qc.tsv", encoding="utf-8") as fh: + rows = list(csv.DictReader(fh, delimiter="\t")) + assert {r["condition"] for r in rows} == LEVELS + assert all(r["passes"] == "True" for r in rows)