Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• Sustainable data analysis with Snakemake.

  PMID 34035898 · PMC8114187 · F1000Research · 2021 · 8 claims · 4 setups

  Has reproduction · 71

  Reproducibility alone is insufficient for sustainable data analysis; transparency and adaptability are equally important additional properties.

  snakemake example citation software readability

• GEMmaker: process massive RNA-seq datasets on heterogeneous computational infrastructure.

  PMID 35501696 · PMC9063052 · BMC bioinformatics · 2022 · 6 claims · 3 setups

  Has reproduction · 67

  GEMmaker, an nf-core compliant Nextflow workflow, can quantify gene expression from small to massive RNA-seq datasets while remaining reproducible via versioned containerized software.

  oryza arabidopsis generic rna-seq workflow

• The systematic assessment of completeness of public metadata accompanying omics studies in the Gene Expression Omnibus data repository.

  PMID 40926267 · PMC12421755 · Genome biology · 2025 · 8 claims · 3 setups

  Has reproduction · 99

  Over 25% of critical metadata are omitted, with only 74.8% of relevant phenotypes available in publications or public repositories.

  randomly repository genomics manual automated large-scale

• Genomics and the prevention and control of common chronic diseases: emerging priorities for public health action.

  PMID 15888216 · PMC1327699 · Preventing chronic disease · 2005 · 8 claims · 6 setups

  Full-text index only

  Family history is the most consistent risk factor for almost all human diseases across the lifespan.

  adults care utah epidemiologic national observational population-based