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).

• Functional differentiation determines the molecular basis of the symbiotic lifestyle of Ca. Nanohaloarchaeota.

  PMID 36242054 · PMC9563170 · Microbiome · 2022 · 8 claims · 8 setups

  Has reproduction · 99

  Three MAGs from a stratified salt crust represent a novel order, Nucleotidisoterales, within Ca. Nanohaloarchaeota

  stratified salt nanohaloarchaeota reconstructed 16s metagenomic phylogenomic

• GAL08, an Uncultivated Group of Acidobacteria, Is a Dominant Bacterial Clade in a Neutral Hot Spring.

  PMID 35087491 · PMC8787282 · Frontiers in microbiology · 2021 · 8 claims · 8 setups

  Has reproduction · 50

  GAL08 is a dominant bacterial clade in Dewar Creek hot spring sediment, comprising up to 29.2% of the microbial community by relative read abundance

  hot 16s gal08 16s qpcr single-cell

• 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

• 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

• 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

• 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

• binny: an automated binning algorithm to recover high-quality genomes from complex metagenomic datasets.

  PMID 36239393 · PMC9677464 · Briefings in bioinformatics · 2022 · 8 claims · 8 setups

  Has reproduction · 67

  binny outperforms or is highly competitive with commonly used and state-of-the-art binning methods (MetaBAT2, MaxBin2, CONCOCT, VAMB, SemiBin, MetaDecoder)

  cami real-world metagenomic binned genome binning mag

• metaTraits: a large-scale integration of microbial phenotypic trait information.

  PMID 41296543 · PMC12807735 · Nucleic acids research · 2026 · 8 claims · 6 setups

  Full-text index only

  metaTraits integrates culture-derived trait data from BacDive, BV-BRC, JGI IMG, and GOLD with genome-based predictions for isolate genomes (proGenomes) and MAGs (SPIRE)

  high-quality medium isolate genomes genome-based genome taxonomic

• 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

• Taxonomic description of cyanobacteria from extreme habitats through genome-based classification.

  PMID 42131214 · PMC13161053 · Frontiers in microbiology · 2026 · 8 claims · 7 setups

  Full-text index only

  Cyanobacteria dominate the microbial communities of Hawaiian steam vent habitats, with community composition varying by microhabitat

  environmental steam assembled cyanobacterial 16s metagenome genome

• Large-scale estimation of bacterial and archaeal DNA prevalence in metagenomes reveals biome-specific patterns.

  PMID 41854267 · PMC13098197 · mSystems · 2026 · 8 claims · 6 setups

  Full-text index only

  SPF scalably and robustly estimates the fraction of bacterial and archaeal reads in a metagenome using detection of prokaryotic single-copy marker genes, without requiring eukaryotic or viral reference genomes

  zymo cami simulated fecal simulated shotgun spf

• 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