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).

• CLUES A Comprehensive Workflow for Integrating Geospatial Data in Biomedical Research.

  PMID 42128886 · PMC13172076 · Nature communications · 2026 · 8 claims · 5 setups

  Full-text index only

  CLUES is an open-source, end-to-end workflow that automates selection, download, harmonization, and linkage of open-access geospatial environmental data to individual-level biomedical data without requiring geospatial expertise.

  national copernicus digital norwegian large-scale download spatial

• Design considerations for workflow management systems use in production genomics research and the clinic.

  PMID 34737383 · PMC8569008 · Scientific reports · 2021 · 8 claims · 2 setups

  Has reproduction · 57

  The choice of WfMS depends both on intrinsic language/engine features and on adoption, collaboration, and technical support within bioinformatics consortia.

  local variant-calling scalability-testing

• omnideconv: a unifying framework for using and benchmarking single-cell-informed deconvolution of bulk RNA-seq data.

  PMID 41582216 · PMC12837286 · Genome biology · 2026 · 8 claims · 6 setups

  Full-text index only

  omnideconv is an R package providing a unified interface to twelve second-generation deconvolution methods (AutoGeneS, BayesPrism, Bseq-SC, Bisque, CDseq, CIBERSORTx, CPM, DWLS, MOMF, MuSiC, SCDC, Scaden)

  blood-derived pbmc blood spleen bulk scrna-seq pseudo-bulk

• CIRCE: a scalable Python package to predict cis-regulatory DNA interactions from single-cell chromatin accessibility data.

  PMID 41734268 · PMC12987762 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

  Full-text index only

  CIRCE re-implements the Cicero co-accessibility algorithm in Python, producing near-identical results while running much faster and using far less memory

  bmmc pbmc foetal cis-regulatory enhancer-promoter scalability

• Umi-pipeline-nf: a modular and scalable workflow for UMI-tagged nanopore amplicon analysis with real-time sequencing integration and GPU-acceleration.

  PMID 41923360 · PMC13070649 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

  Full-text index only

  umi-pipeline-nf is a portable, fully containerized, modular Nextflow DSL2 workflow that generates single-molecule consensus sequences from UMI-tagged nanopore amplicon data and scales linearly from single samples to large cohorts.

  lpa zymo sars-cov-2 nanopore real-time umi

• GermVarX: A Robust Workflow for Joint Germline Variant Exploration in whole-exome sequencing cohorts.

  PMID 41926483 · PMC13046259 · PloS one · 2026 · 8 claims · 8 setups

  Full-text index only

  GermVarX is a fully automated, modular Nextflow DSL2 workflow for joint germline variant discovery and exploration in WES cohort studies

  ashkenazim paired-end consensus multi-sample joint germline consensus