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).

• 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

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  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

• 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

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  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

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

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

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  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