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).

• RetroSnake: A modular pipeline to detect human endogenous retroviruses in genome sequencing data.

  PMID 36339261 · PMC9626663 · iScience · 2022 · 8 claims · 4 setups

  Has reproduction · 79

  RetroSnake is an end-to-end, modular, computationally efficient Snakemake pipeline for detecting HERV-K insertions in short-read NGS data, from raw alignment files to an annotated interactive HTML report

  wgs single whole-genome nested capillary

• Frag'n'Flow: automated workflow for large-scale quantitative proteomics in high performance computing environments.

  PMID 41486154 · PMC12828970 · BMC bioinformatics · 2026 · 8 claims · 8 setups

  Full-text index only

  Frag'n'Flow is a Nextflow-based pipeline that encapsulates FragPipe, automating manifest/workflow generation, tool dependency management, and downstream analysis for HPC/cloud/cluster environments.

  laboratory institutional breast pluripotent ram cpu storage

• MicroPIPE: validating an end-to-end workflow for high-quality complete bacterial genome construction.

  PMID 34172000 · PMC8235852 · BMC genomics · 2021 · 8 claims · 8 setups

  Has reproduction · 74

  MicroPIPE, an end-to-end Nextflow/Singularity-based pipeline built from systematically validated tool choices, produces high-quality complete bacterial genome assemblies without manual intervention.

  coli sequences nanopore basecalling demultiplexing

• Alpseq: an open-source workflow to turbocharge nanobody discovery with high-throughput sequencing.

  PMID 41631412 · PMC12885427 · mAbs · 2026 · 8 claims · 8 setups

  Full-text index only

  alpseq is an open-source, end-to-end workflow combining a PCR-free sequencing library prep protocol with a Nextflow pre-processing pipeline and an R-based analysis/reporting module for nanobody NGS data.

  nanobody raw hanke candidate pcr-free bioinformatic comparison

• Benchmarking RNA velocity methods across 17 independent studies.

  PMID 41916302 · PMC13106975 · Cell reports methods · 2026 · 8 claims · 6 setups

  Full-text index only

  No single RNA velocity method exhibited superior performance across all accuracy, stability, and usability assessments

  scrna-seq same representative dyngen-simulated velocity cross-method downsampling