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

• Integrative multi-omics analysis of dietary fibre-induced modulations in the composition and function of chicken caecal microbiota.

  PMID 41741451 · PMC13046836 · NPJ biofilms and microbiomes · 2026 · 6 claims · 6 setups

  Full-text index only

  High inulin supplementation (4%) significantly altered caecal microbial composition and promoted broader microbial metabolic adaptations, indicating a strong fermentative response to soluble fibre

  caecal shotgun metatranscriptomics eukaryotic

• A novel and dual digestive symbiosis scales up the nutrition and immune system of the holobiont Rimicaris exoculata.

  PMID 36333777 · PMC9636832 · Microbiome · 2022 · 8 claims · 7 setups

  Has reproduction · 64

  Reconstructed 20 MAGs including novel lineages of Hepatoplasmataceae (foregut-associated) and Deferribacteres (midgut-associated)

  rimicaris quality-filtered dereplicated deferribacteres shotgun ssu differential

• Grass supplementation to a pellet-based diet fails to enrich gut microbiomes with wild-like functions in captive-bred hares.

  PMID 41784373 · PMC13055366 · Microbiology spectrum · 2026 · 8 claims · 6 setups

  Full-text index only

  Significant taxonomic and functional differences exist between the gut microbiota of wild and captive-bred European hares

  fecal gut mag mags shotgun alpha differential

• High-resolution metagenomic reconstruction of the freshwater spring bloom.

  PMID 36698172 · PMC9878933 · Microbiome · 2023 · 8 claims · 8 setups

  Has reproduction · 69

  High-frequency metagenomic sampling (57 samples, 3 filter sizes, 2 depths, 37 days) recovers thousands of prokaryotic, eukaryotic, and viral genomes tracking spring bloom succession in fine detail

  freshwater phytoplankton heterotrophic reservoir 16s 18s shotgun

• Diverse Cyanopeptides follow distinct temporal succession patterns in freshwater harmful algal blooms.

  PMID 41711085 · PMC13196583 · The ISME journal · 2026 · 8 claims · 7 setups

  Full-text index only

  Shifts from Microcystis to Dolichospermum dominance occur later in the bloom season, coinciding with lower temperatures

  natural lake microcystis western shotgun hrms metagenomic

• 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

• SnakeMAGs: a simple, efficient, flexible and scalable workflow to reconstruct prokaryotic genomes from metagenomes.

  PMID 36875992 · PMC9978240 · F1000Research · 2022 · 7 claims · 8 setups

  Has reproduction · 67

  SnakeMAGs is a simple, efficient, flexible and scalable Snakemake workflow that processes Illumina reads from raw data to MAG classification and relative abundance estimation

  publicly bins quality-filtered assembled workflow genome megahit

• Taxonomic and functional partitioning of Chloroflexota populations under ferruginous conditions at and below the sediment-water interface.

  PMID 39384533 · PMC11650866 · FEMS microbiology ecology · 2024 · 8 claims · 8 setups

  Has reproduction · 85

  Chloroflexota populations are partitioned according to alternative electron acceptors (Anaerolineae) and electron donors (Dehalococcoidia) among respiratory and fermentative metabolites at and below the sediment-water interface

  lake undisturbed chloroflexota 16s shotgun pore

• Metagenomic Comparison of Bat Colony Resistomes Across Anthropogenic and Pristine Habitats.

  PMID 41594088 · PMC12838372 · Antibiotics (Basel, Switzerland) · 2026 · 8 claims · 7 setups

  Full-text index only

  Anthropogenic exposure enhances the diversity and evenness of resistance mechanisms within bat-associated microbiomes, increasing their potential as AMR reservoirs.

  bat mag-derived shotgun metagenome arg

• Shotgun metagenomic analysis of the oral microbiomes of children with noma.

  PMID 41860897 · PMC13029773 · PLoS neglected tropical diseases · 2026 · 8 claims · 6 setups

  Full-text index only

  Noma oral microbiomes show marked dysbiosis with significant enrichment of Treponema, Porphyromonas, and Bacteroides, and depletion of Streptococcus and Rothia, compared to healthy controls

  oral saliva noma previously shotgun comparative metagenome

• Discovery of Early-Branching Wolbachia Reveals Functional Enrichment on Horizontally Transferred Genes.

  PMID 35547116 · PMC9084900 · Frontiers in microbiology · 2022 · 8 claims · 8 setups

  Has reproduction · 90

  A novel early-branching Wolbachia strain (wTex), one of the earliest supergroup L strains, was discovered in a plant-parasitic nematode community from 1 of 16 sampled sites.

  rhizosphere nematode wtex wolbachia metagenomic pcr comparative

• metaFun: An analysis pipeline for metagenomic big data with fast and unified functional searches.

  PMID 41530917 · PMC12818822 · Gut microbes · 2026 · 8 claims · 8 setups

  Full-text index only

  metaFun is an open-source, end-to-end Nextflow/Apptainer pipeline integrating quality control, taxonomic profiling, functional profiling, de novo assembly, binning, genome assessment, comparative genomics, network analysis, and strain-level microdiversity analysis into a unified framework

  simulated selected gut mags novo binning pangenome-based

• 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

  Full-text index only

  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