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).

• Antimicrobial resistance dissemination via horizontal gene transfer is constrained in stratified waters.

  PMID 41813906 · PMC13022341 · Communications biology · 2026 · 8 claims · 7 setups

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  No evidence for recent HGT-mediated dissemination of ARGs across depth layers was detected, despite genetic compatibility among co-occurring bacteria.

  stratified freshwater predicted arg-carrying depth-resolved horizontal arg

• TOFU-MAaPO: fast, scalable and reproducible analysis of large metagenome sequence data from the Sequence Read Archive.

  PMID 42277027 · PMC13260335 · Nature communications · 2026 · 8 claims · 5 setups

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  TOFU-MAaPO yields significantly more high-quality MAGs than metaFun, nf-core/mag, and ATLAS due to integration of multiple complementary binning tools with unified MAGScoT refinement

  gut same uniquely metagenome quality assembly-free

• 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

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

  fecal gut mag mags shotgun alpha differential

• 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

• 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

• Reconstruction of 2,965 Microbial Genomes from Mangrove Sediments across Guangxi, China.

  PMID 41419779 · PMC12858935 · Scientific data · 2025 · 7 claims · 8 setups

  Has reproduction · 87

  A standardized assembly, binning, and dereplication pipeline was used to reconstruct 2,965 non-redundant MAGs from 38 mangrove sediment samples across six sites in Guangxi

  mangrove sediment quality-filtered bacterial whole-genome physicochemical laser

• Taxonomic and functional metagenomic assessment of a Dolichospermum bloom in a large and deep lake south of the Alps.

  PMID 39227168 · PMC11412076 · FEMS microbiology ecology · 2024 · 7 claims · 8 setups

  Has reproduction · 83

  Phylogenomic analysis of the MAG clarified the taxonomic position of D. lemmermannii within the genus Dolichospermum and the ADA (Anabaena/Dolichospermum/Aphanizomenon) group

  surface bloom environmental dolichospermum shotgun lc-ms metagenome

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

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

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  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

• The chromosomal genome sequence of the sponge Phakellia ventilabrum (Linnaeus, 1767) and its associated microbial metagenome sequences.

  PMID 41625985 · PMC12859430 · Wellcome open research · 2026 · 8 claims · 8 setups

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  The Phakellia ventilabrum genome assembly spans 211.92 Mb with 99.97-99.98% scaffolded into 25 chromosomal pseudomolecules

  phakellia pacbio genome microbial pacbio hi-c sequencing

• Horizontal transmission enables flexible associations with locally adapted symbiont strains in deep-sea hydrothermal vent symbioses.

  PMID 35349333 · PMC9168483 · Proceedings of the National Academy of Sciences of the United States of America · 2022 · 8 claims · 6 setups

  Has reproduction · 66

  Host populations of Alviniconcha and Ifremeria are not genetically differentiated across an ~800-km geographic gradient

  gill chemosynthetic host epsilon rna-seq-based metagenomic phylogenomic

• Single-cell sequencing reveals unexpected genetic diversity among Bodo spp. flagellates and their bacterial endosymbionts.

  PMID 41848149 · PMC12999062 · Microbial genomics · 2026 · 8 claims · 8 setups

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  Seven single-cell genomes assembled from uncultured environmental Bodo cells represent three potentially novel Bodo species

  uncultured environmental single-cell bodo single-cell fluorescence-activated whole-genome

• The chromosomal genome sequence of the moon jellyfish, Aurelia sp. 4 Dawson et al. 2005 (Semaeostomeae: Ulmaridae) and its associated microbial metagenome sequences.

  PMID 42116832 · PMC13157608 · Wellcome open research · 2026 · 7 claims · 8 setups

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  Aurelia sp. 4 chromosomal genome assembly has a total length of 462.10 Mb with 99.99% of sequence scaffolded into 21 chromosomal pseudomolecules

  aurelia microbial pacbio hi-c rna-seq

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

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

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  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

• Genomic Description of 'Candidatus Abyssubacteria,' a Novel Subsurface Lineage Within the Candidate Phylum Hydrogenedentes.

  PMID 30210471 · PMC6121073 · Frontiers in microbiology · 2018 · 8 claims · 7 setups

  Has reproduction · 91

  SURF_5 and SURF_17 are the first full genomes of a novel bacterial lineage, 'Candidatus Abyssubacteria,' within the candidate phylum Hydrogenedentes

  deep co-assembled surf_17 surf_5 whole-genome novo 16s

• Mining the equine gut metagenome: poorly-characterized taxa associated with cardiovascular fitness in endurance athletes.

  PMID 36192523 · PMC9529974 · Communications biology · 2022 · 8 claims · 8 setups

  Has reproduction · 68

  Built an integrated horse gut microbiome gene catalog (~25 million unique genes) and 372 metagenome-assembled genomes (MAGs) spanning 4179 genera and 95 phyla

  fecal horse dominant plasma shotgun taxonomic functional

• 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

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

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

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  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

• Colocalization and potential interactions of Endozoicomonas and chlamydiae in microbial aggregates of the coral Pocillopora acuta.

  PMID 37196086 · PMC11809670 · Science advances · 2023 · 8 claims · 8 setups

  Has reproduction · 85

  CAMAs are located in the epidermis of the tentacle tips of P. acuta polyps

  pocillopora acuta lcm-isolated whole-mount fish transmission