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).

• metaGEM: reconstruction of genome scale metabolic models directly from metagenomes.

  PMID 34614189 · PMC8643649 · Nucleic acids research · 2021 · 8 claims · 8 setups

  Has reproduction · 64

  metaGEM enables end-to-end reconstruction of FBA-ready GEMs directly from metagenomes without relying on reference genomes

  metagenomic prokaryotic reconstructed gut mag genome-scale gem

• Metagenomic Assessment of Full-Scale Wastewater Treatment Plants Identifies Sentinel Antibiotic Resistance Gene Families for Monitoring Reclaimed Wastewater and Treated Sludge.

  PMID 41636304 · PMC12918712 · Environmental science & technology · 2026 · 7 claims · 6 setups

  Full-text index only

  Reclaimed effluents show lower AMR exposure (<0.5 ARGs/cell) than typically reported for secondary effluents

  influent card pubmlst targeted shotgun arg

• Metatranscriptomics-based investigation of bacterial community dynamics across a dissolved organic matter gradient in southern Lake Michigan.

  PMID 41860215 · PMC13101498 · Applied and environmental microbiology · 2026 · 7 claims · 6 setups

  Has reproduction · 81

  Offshore Lake Michigan bacterioplankton show higher expression of DOM, N, and P acquisition/transporter genes than nearshore bacterioplankton

  bacterioplankton lake metatranscriptomics metagenomic nutrient

• The selection of software and database for metagenomics sequence analysis impacts the outcome of microbial profiling and pathogen detection.

  PMID 37027361 · PMC10081788 · PloS one · 2023 · 7 claims · 7 setups

  Has reproduction · 86

  Obtaining an accurate species-level microbial profile using current direct-read metagenomics profiling software is still a challenging task.

  simulated kidney biological extracted shotgun taxonomic pathogen

• From forest to farm: the impact of a broad spectrum of lifestyles on the porcine gut microbiota.

  PMID 41810129 · PMC12969317 · Current research in microbial sciences · 2026 · 8 claims · 6 setups

  Full-text index only

  Dietary variables had the largest effect on microbiota composition among lifestyle factors tested

  faecal 16s microbiota 16s volatile faecal

• MetaPepticon: automated prediction of anticancer peptides from microbial genomes and metagenomes.

  PMID 41918857 · PMC13034871 · PeerJ · 2026 · 7 claims · 6 setups

  Full-text index only

  MetaPepticon is a modular, end-to-end Snakemake pipeline that predicts ACP candidates directly from raw genomic, metagenomic, transcriptomic, metatranscriptomic reads, assembled contigs, or peptide sequences.

  validated gut representative predicted acp shotgun genome