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).

• PHA4GE quality control contextual data tags: standardized annotations for sharing public health sequence datasets with known quality issues to facilitate testing and training.

  PMID 38860884 · PMC11261899 · Microbial genomics · 2024 · 7 claims · 4 setups

  Has reproduction · 75

  No standardized attributes or mechanisms existed for tagging poor-quality or purpose-specific pathogen sequence datasets prior to this work

  pha4ge lower genepio sars-cov-2 community manual ontology

• Microbial Community Shifts Associated With the Ongoing Stony Coral Tissue Loss Disease Outbreak on the Florida Reef Tract.

  PMID 31608047 · PMC6769089 · Frontiers in microbiology · 2019 · 7 claims · 5 setups

  Has reproduction · 93

  Five amplicon sequence variants (unclassified Flavobacteriales, Fusibacter, Planktotalea, Algicola, and Vibrio) were consistently enriched in disease lesions across three coral species (M. cavernosa, D. labyrinthiformis, D. stokesii)

  coral cavernosa 16s differential principal

• The effect of 16S rRNA region choice on bacterial community metabarcoding results.

  PMID 30720800 · PMC6362892 · Scientific data · 2019 · 8 claims · 8 setups

  Has reproduction · 59

  The V2-V3 16S rRNA fragment has higher resolution for lower-rank taxa (genera and species) than V3-V4, enabling more precise distance-based OTU clustering.

  bacterial extracted filtered combined 16s pcr extraction

• Metatranscriptomics From a Small Aquatic System: Microeukaryotic Community Functions Through the Diurnal Cycle.

  PMID 32523568 · PMC7261829 · Frontiers in microbiology · 2020 · 6 claims · 6 setups

  Has reproduction · 97

  Photosynthesis-related and translational transcripts are upregulated at midday (high light) compared to night/darkness in the pond microeukaryotic community

  microeukaryotic phytoplankton pond filtered metatranscriptomics accessory situ

• 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

• Environmental selection overturns the decay relationship of soil prokaryotic community over geographic distance across grassland biotas.

  PMID 35073255 · PMC8828049 · eLife · 2022 · 8 claims · 7 setups

  Has reproduction · 57

  Prokaryotic community similarity follows a significant U-shape relationship over geographic distance up to 4000 km, decreasing within biotas but increasing across biotas after a tipping point of 1760-1920 km

  soil grassland 16s plant soil

• Cardiovascular genomics, personalized medicine, and the National Heart, Lung, and Blood Institute: part I: the beginning of an era.

  PMID 20031542 · PMC3097376 · Circulation. Cardiovascular genetics · 2008 · 7 claims · 8 setups

  Full-text index only

  Rare Mendelian mutations (e.g., in sarcomere genes, ion channels, FBN1, LMNA) cause specific rare cardiovascular conditions (hypertrophic/dilated cardiomyopathy, long-QT syndrome, thoracic aortic aneurysm, progeria) but explain little of common CVD risk.

  community-based subjects dallas mice exon community-based gene

• 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

  Full-text index only

  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

• Regulatory Noncoding Small RNAs Are Diverse and Abundant in an Extremophilic Microbial Community.

  PMID 32019831 · PMC7002113 · mSystems · 2020 · 7 claims · 8 setups

  Has reproduction · 57

  Hundreds of intergenic (itsRNAs) and antisense (asRNAs) sRNAs are expressed in the halite endolithic microbial community of the Atacama Desert

  halite same identified conserved strand-specific genome-resolved srna

• RiboTaxa: combined approaches for rRNA genes taxonomic resolution down to the species level from metagenomics data revealing novelties.

  PMID 36159175 · PMC9492272 · NAR genomics and bioinformatics · 2022 · 8 claims · 6 setups

  Has reproduction · 66

  RiboTaxa, combining BBTools, FastQC, SortMeRNA, MetaRib, EMIRGE, VSEARCH, BBMap and QIIME 2's Sklearn classifier, was built as a pipeline for SSU rRNA-based taxonomic profiling of metagenomics data.

  microbial reconstructed synthetic real shotgun ssu full-length

• Wochenende - modular and flexible alignment-based shotgun metagenome analysis.

  PMID 36368923 · PMC9650795 · BMC genomics · 2022 · 8 claims · 6 setups

  Has reproduction · 88

  Wochenende is a modular, transparent alignment-based pipeline for shotgun metagenome analysis supporting short and long reads across all kingdoms of life

  zymo bacterial reference shotgun comparative reference

• Evaluation of taxonomic classification and profiling methods for long-read shotgun metagenomic sequencing datasets.

  PMID 36513983 · PMC9749362 · BMC bioinformatics · 2022 · 8 claims · 7 setups

  Has reproduction · 99

  Long-read classifiers generally performed best among the 11 methods tested

  atcc zymobiomics taxonomic short-read

• LMAS: evaluating metagenomic short de novo assembly methods through defined communities.

  PMID 36576131 · PMC9795473 · GigaScience · 2022 · 8 claims · 5 setups

  Has reproduction · 86

  LMAS (Last Metagenomic Assembler Standing) is a flexible, Nextflow-based, Docker-containerized automated workflow for benchmarking de novo metagenomic assemblers against defined mock communities, producing an interactive HTML report.

  zymobiomics assembled assembler-generated novo reference-based contig

• 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

• 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

• Metatranscriptomics of the human oral microbiome during health and disease.

  PMID 24692635 · PMC3977359 · mBio · 2014 · 8 claims · 8 setups

  Has reproduction · 62

  Disease-associated periodontal communities display conserved community-level metabolic gene expression profiles between patients, whereas the metabolic gene expression of individual species is highly variable between patients.

  patient-matched subset health rna-seq rrna comparison metatranscriptomics

• 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

• 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

• Unleashing the potential of mRNA-seq to uncover the microbiome structure and their crosstalk with host cells: the vulvar ecosystem.

  PMID 42098796 · PMC13154700 · Microbiome · 2026 · 8 claims · 5 setups

  Full-text index only

  Poly(A)-enriched mRNA-seq can reliably reconstruct microbiome composition, validated against a quantitative mock community standard and metagenomic analysis

  zymobiomics vls-vscc vulvar subset mrna-seq rna-seq poly

• 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