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).

• 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

• Microbial community dynamics over large spatial and environmental gradients in a subtropical ocean basin.

  PMID 41568968 · PMC12915303 · Applied and environmental microbiology · 2026 · 8 claims · 7 setups

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  Cluster analysis of 18S (and similarly 16S) community data revealed three clusters corresponding to depth zones: photic zone, deep chlorophyll maximum (DCM), and aphotic zone

  seawater sterivex-filtered extracted log-transformed metabarcoding hydrographic extraction

• 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

• Environment and Co-occurring Native Mussel Species, but Not Host Genetics, Impact the Microbiome of a Freshwater Invasive Species (Corbicula fluminea).

  PMID 35444631 · PMC9014210 · Frontiers in microbiology · 2022 · 7 claims · 7 setups

  Has reproduction · 55

  The gut microbiome of C. fluminea is diverse, differs with environmental conditions, and varies spatially among rivers, but is unrelated to host genetic variation

  corbicula six sediment filtered 16s radseq picrust2

• CLUES A Comprehensive Workflow for Integrating Geospatial Data in Biomedical Research.

  PMID 42128886 · PMC13172076 · Nature communications · 2026 · 8 claims · 5 setups

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  CLUES is an open-source, end-to-end workflow that automates selection, download, harmonization, and linkage of open-access geospatial environmental data to individual-level biomedical data without requiring geospatial expertise.

  national copernicus digital norwegian large-scale download spatial

• Supervised learning-based tagSNP selection for genome-wide disease classifications.

  PMID 18366619 · PMC2386071 · BMC genomics · 2008 · 7 claims · 2 setups

  Full-text index only

  SRFA (Supervised Recursive Feature Addition) is a novel feature selection method combining supervised learning and statistical redundancy measures for SNP selection

  micc narac snp

• Verrucomicrobia are prevalent in north-temperate freshwater lakes and display class-level preferences between lake habitats.

  PMID 29590198 · PMC5874073 · PloS one · 2018 · 8 claims · 6 setups

  Has reproduction · 99

  Verrucomicrobia is a highly abundant phylum in north-temperate freshwater lakes, ranking 4th most abundant on average (range 1.7–41.7%)

  bacterial same verrucomicrobia community 16s environmental linear

• Bioavailable Nutrients (N and P) and Precipitation Patterns Drive Cyanobacterial Blooms in Missisquoi Bay, Lake Champlain.

  PMID 34683418 · PMC8537112 · Microorganisms · 2021 · 8 claims · 8 setups

  Has reproduction · 67

  High concentrations of N and P were typically measured in April and May, before blooms occurred.

  water filtered lugol's-iodine-preserved 16s 16s nutrient situ