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).

• Trimmomatic: a decade of feature-rich, high-performance NGS read preprocessing.

  PMID 42178219 · PMC13242794 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 4 setups

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  A high-performance multithreading architecture allows batches of read pairs to be processed independently by a pool of worker threads, scaling efficiently with available hardware.

  manihot same plant wall-clock output cross-tool

• Genomic analysis of bacteria in the Acute Oak Decline pathobiome.

  PMID 30625111 · PMC6412055 · Microbial genomics · 2019 · 7 claims · 7 setups

  Has reproduction · 100

  All studied members of the AOD lesion microbiota possess virulence genes associated with phytopathogens

  gibbsiella lonsdalea brenneria miseq genome novo comparative

• geneshot: gene-level metagenomics identifies genome islands associated with immunotherapy response.

  PMID 33952321 · PMC8097837 · Genome biology · 2021 · 8 claims · 6 setups

  Has reproduction · 75

  geneshot identifies microbial genomic islands consistently associated with ICI response across independent cohorts

  stool deduplicated cag reference gene-level novo co-abundance

• A case study for large-scale human microbiome analysis using JCVI's metagenomics reports (METAREP).

  PMID 22719821 · PMC3374610 · PloS one · 2012 · 8 claims · 7 setups

  Has reproduction · 78

  METAREP version 1.3.1 is an open-source, scalable tool for querying, browsing and comparing extremely large volumes of metagenomic annotations, with an extended data model, dynamic weighting, distributed searches and advanced clustering.

  microbiome pooled hmp metarep genome assembly-based enzymatic

• AXOLOTL: an accurate method for detecting aberrant gene expression in rare diseases using coexpression constraints.

  PMID 42083807 · PMC13198384 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 6 setups

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  AXOLOTL is a novel ensemble outlier detection method that incorporates coexpression constraints to detect aberrant gene expression events in RNA expression matrices.

  gtex skin-derived skeletal ly111 bulk shap

• Genomic Landscape Analysis of Canine Pulmonary Adenocarcinoma Reveals Candidate Targetable Gene Fusions.

  PMID 41914575 · PMC13161739 · Veterinary and comparative oncology · 2026 · 8 claims · 7 setups

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  STAR-Fusion identified 26 gene fusions in 19 of 36 (53%) cPAC tumours with RNA-seq data

  cpac matched sdc4 rna-seq whole-genome whole-exome

• Single duplex DNA sequencing with CODEC detects mutations with high sensitivity.

  PMID 37106072 · PMC10181940 · Nature genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 78

  CODEC concatenates both strands of an original DNA duplex into a single NGS read pair via an adapter quadruplex and strand-displacing extension, enabling single-duplex resolution

  cfdna na12878 genomic sperm targeted whole-genome whole-exome

• Application of qualifying variants for genomic analysis.

  PMID 41570118 · PMC12926777 · Bioinformatics (Oxford, England) · 2026 · 7 claims · 4 setups

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  QVs should be treated as dynamic, multifaceted elements permeating the entire analysis workflow, not as a single static filtering step

  in-house hapmap3 genome framework exome gwas wgs

• Analysis of recent segmental duplications in the bovine genome.

  PMID 19951423 · PMC2796684 · BMC genomics · 2009 · 8 claims · 6 setups

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  Recently duplicated sequence (≥1 kb, ≥90% identity) comprises 3.11% (94.4 Mb) of the bovine genome assembly (Btau_4.0)

  bos bovine genes cattle genome fluorescent repeat