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).

• nf-core/viralmetagenome: A novel pipeline for untargeted viral genome reconstruction.

  PMID 42057295 · PMC13141149 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

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  nf-core/viralmetagenome is a Nextflow pipeline that automates untargeted reconstruction and variant analysis of eukaryotic DNA and RNA viruses from short-read metagenomic or hybridisation-capture data.

  real simulated seven pipeline metagenomic simulated clinical

• LMAS: evaluating metagenomic short de novo assembly methods through defined communities.

  PMID 36576131 · PMC9795473 · GigaScience · 2022 · 8 claims · 5 setups

  Has reproduction · 86

  LMAS (Last Metagenomic Assembler Standing) is a flexible, Nextflow-based, Docker-containerized automated workflow for benchmarking de novo metagenomic assemblers against defined mock communities, producing an interactive HTML report.

  zymobiomics assembled assembler-generated novo reference-based contig

• Wochenende - modular and flexible alignment-based shotgun metagenome analysis.

  PMID 36368923 · PMC9650795 · BMC genomics · 2022 · 8 claims · 6 setups

  Has reproduction · 88

  Wochenende is a modular, transparent alignment-based pipeline for shotgun metagenome analysis supporting short and long reads across all kingdoms of life

  zymo bacterial reference shotgun comparative reference

• StrainMake: reproducible hybrid metagenomics with MAG recovery and strain-level resolution.

  PMID 42097292 · PMC13188985 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

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  StrainMake is a Snakemake-based, Conda-managed workflow for de novo metagenomic analysis from short, long, or hybrid sequencing data.

  cami high-quality recovered gut metagenome metagenomic mag

• nf-core/mag: a best-practice pipeline for metagenome hybrid assembly and binning.

  PMID 35118380 · PMC8808542 · NAR genomics and bioinformatics · 2022 · 8 claims · 7 setups

  Has reproduction · 100

  nf-core/mag is a Nextflow/nf-core pipeline for hybrid metagenome assembly, binning and taxonomic classification of MAGs.

  simulated assembled mags raw metagenomic novo genome

• 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

• DDBJ dealing with mass data produced by the second generation sequencer.

  PMID 18927114 · PMC2686496 · Nucleic acids research · 2009 · 8 claims · 7 setups

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  DDBJ collected and released 2,368,110 entries (1,415,106,598 bases) of original DNA sequence data from July 2007 to June 2008.

  plasmodium oryzias gut drosophila solexa wgs metagenomic

• Rapid identification of microbial pathogens and antimicrobial resistance from bloodstream infections using long-read sequencing.

  PMID 42274466 · PMC13256323 · Microbial genomics · 2026 · 8 claims · 8 setups

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  A novel ONT long-read sequencing laboratory and bioinformatic workflow rapidly identifies bacterial and fungal organisms and AMR determinants from positive blood cultures

  positive matching pure ont long-read short-read maldi-tof

• Dual-platform metagenomic surveillance distinguishes pathogen and resistome hotspots across agricultural and mixed-use watersheds.

  PMID 41890980 · PMC13015239 · One health (Amsterdam, Netherlands) · 2026 · 8 claims · 7 setups

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  Agricultural drainage ditches consistently harbor higher fecal-associated bacterial diversity than mixed-use or forested sites, with pronounced seasonal shifts (higher during spring/fall high-flow periods).

  surface shotgun trimmed co-assembled 16s shotgun short-read

• Macrel: antimicrobial peptide screening in genomes and metagenomes.

  PMID 33384902 · PMC7751412 · PeerJ · 2020 · 8 claims · 8 setups

  Has reproduction · 83

  Macrel introduces a novel set of 22 peptide features (6 local, 16 global), including a new Free Energy Transition (FET) feature group, for AMP and hemolytic activity classification

  curated hemopi-1 xiao peptide random benchmark homology-aware

• Transposable elements are driving rapid adaptation of Enterococcus faecium.

  PMID 42020750 · PMC13216065 · Nature · 2026 · 8 claims · 8 setups

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  E. faecium has the highest IS density among ESKAPEE pathogens, dominated by replicative ISL3 family elements

  eskapee faecium ncbi single-hospital large-scale chromosome core