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).

• 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

• An OMICs-based meta-analysis to support infection state stratification.

  PMID 33560295 · PMC8388022 · Bioinformatics (Oxford, England) · 2021 · 7 claims · 6 setups

  Has reproduction · 44

  Multi-class Random Forest models built from meta-analyzed blood gene expression data can predict infection state (bacterial/viral/none) with high accuracy, correctly classifying 93% of bacterial and 89% of viral samples in the best model.

  blood merged affymetrix-trained microarray random gene

• A four-gene signature from blood to exclude bacterial etiology of lower respiratory tract infection in adults.

  PMID 41285807 · PMC12644739 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 94

  A 4-gene signature (ITGB4, ITGA7, IFI27, FAM20A) derived from whole blood RNA-seq discriminates any bacterial from nonbacterial ARI with cross-validated AUC = 0.90

  hospitalized adults pediatric blood bulk rna-seq microarray

• Comparative metagenomics revealed commonly enriched gene sets in human gut microbiomes.

  PMID 17916580 · PMC2533590 · DNA research : an international journal for rapid publication of reports on genes and genomes · 2007 · 7 claims · 7 setups

  Full-text index only

  Adult and weaned-children gut microbiota show high functional (gene-content) uniformity despite taxonomic differences, while unweaned infant microbiota show high inter-individual variation in both taxonomic and gene composition.

  fecal assembled predicted gut whole-genome gene reciprocal

• Tourmaline: A containerized workflow for rapid and iterable amplicon sequence analysis using QIIME 2 and Snakemake.

  PMID 35902092 · PMC9334028 · GigaScience · 2022 · 8 claims · 1 setups

  Has reproduction · 61

  Tourmaline is a Python-based workflow that implements QIIME 2 using the Snakemake workflow management system to automate amplicon sequence analysis.

  bacterial 16s

• Spatial patterns of benthic biofilm diversity among streams draining proglacial floodplains.

  PMID 36003939 · PMC9393633 · Frontiers in microbiology · 2022 · 7 claims · 8 setups

  Has reproduction · 95

  Benthic biofilms in tributaries develop higher biomass than those in glacier-fed streams along the lateral chronosequence

  benthic lyophilized streamwater 16s 18s flow

• Unraveling the role of bacteria with heritable versus non-heritable relative abundance in the gut on boar semen quality.

  PMID 41199168 · PMC12590650 · Genetics, selection, evolution : GSE · 2025 · 6 claims · 7 setups

  Has reproduction · 61

  39 heritable and 91 non-heritable bacterial genera were identified in the boar gut based on heritability of relative abundance

  fecal blood boar gut 16s snp gas

• Bayesian prediction of microbial oxygen requirement.

  PMID 26913185 · PMC4743139 · F1000Research · 2013 · 7 claims · 8 setups

  Has reproduction · 76

  A naive Bayesian classifier based on presence/absence of class-associated Pfam-A domains can distinguish three oxygen requirement classes (aerobe, anaerobe, facultative anaerobe) from genome sequence, unlike prior studies that only made pairwise distinctions.

  bacterial selected predicted pfam-a genome gene domain

• Microbial genomics: from sequence to function.

  PMID 10998380 · PMC2627950 · Emerging infectious diseases · 2000 · 8 claims · 4 setups

  Full-text index only

  Whole-genome shotgun sequencing (sequencing and assembly of random genome fragments), first demonstrated with Haemophilus influenzae in 1995, is now the method of choice for sequencing most genomes, including the human genome.

  yeast bacteria microbial high-throughput microarray ribosomal

• getSequenceInfo: a suite of tools allowing to get genome sequence information from public repositories.

  PMID 35804320 · PMC9264741 · BMC bioinformatics · 2022 · 8 claims · 8 setups

  Has reproduction · 99

  getSequenceInfo (gSeqI) allows programmatic (CLI) or GUI-based retrieval of sequence data and metadata from GenBank, RefSeq, and ENA across Linux, MacOS, and Windows.

  genome complete same coronavirus nuclescore resistance mlst

• MetaGT: A pipeline for de novo assembly of metatranscriptomes with the aid of metagenomic data.

  PMID 36386613 · PMC9651917 · Frontiers in microbiology · 2022 · 7 claims · 4 setups

  Has reproduction · 83

  MetaGT is a pipeline that combines metatranscriptomic and metagenomic data from the same sample to assemble complete transcript sequences

  simulated mock16 real snailgut novo transcript gene

• How bacterial communities expand functional repertoires.

  PMID 17238278 · PMC1750926 · PLoS biology · 2006 · 8 claims · 7 setups

  Full-text index only

  The human microbiome contains roughly 100 times as many genes as does the human genome

  bacteroides distal interleukin-10-deficient macrophages transcriptional metagenomic microbiota

• MatchMiner: a tool for batch navigation among gene and gene product identifiers.

  PMID 12702208 · PMC154578 · Genome biology · 2003 · 8 claims · 3 setups

  Full-text index only

  MatchMiner's LookUp function automates batch translation of an input list of gene identifiers into a matching list of a different identifier type.

  nci-60 fish-mapped random batch fish-mapped cross-validation

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

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

  Has reproduction · 99

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

  southeastern lake muskegon lake-type 16s within-phylum phylogenetic

• Single-cell analysis of testicular bacterial microbiome changes during aging and effect on reproductive capacity in mice.

  PMID 41438041 · PMC12719757 · iScience · 2025 · 8 claims · 8 setups

  Has reproduction · 78

  INVADE-seq (single-cell RNA-seq combined with 16S rRNA targeting) detects a sparse but widespread bacterial presence across diverse testicular cell types

  testis young testicular invade-seq histology sperm

• Niche Modification by Sulfate-Reducing Bacteria Drives Microbial Community Assembly in Anoxic Marine Sediments.

  PMID 36988509 · PMC10128000 · mBio · 2023 · 7 claims · 7 setups

  Has reproduction · 100

  SRB modify niches (e.g., pH) to affect species coexistence during organic matter degradation

  coastal marine marinilabiliales srb-inhibited 16s molecular physicochemical

• From Pasteur to genomics: progress and challenges in infectious diseases.

  PMID 15516917 · PMC7096024 · Nature medicine · 2004 · 8 claims · 8 setups

  Full-text index only

  Genomic sequencing has revealed the blueprint of most pathogens, enabling new diagnostics, therapeutics and vaccines including for previously uncultivable agents.

  bacterial neisseria sars hiv-infected whole-genome reverse nucleic

• Narcisse: a mirror view of conserved syntenies.

  PMID 17981845 · PMC2238891 · Nucleic acids research · 2008 · 8 claims · 4 setups

  Full-text index only

  Narcisse is a database/web tool providing an integrated, multi-level comparative analysis of sequence similarities and conserved chromosomal segments (syntenies) across animal, plant, fungal and bacterial completely sequenced genomes.

  annotated genome pairwise pairs sequence nucleic-level conserved

• The vaginal bacterial communities of Japanese women resemble those of women in other racial groups.

  PMID 19912342 · PMC2868947 · FEMS immunology and medical microbiology · 2010 · 7 claims · 5 setups

  Full-text index only

  The types of vaginal bacterial communities found in Japanese women closely resemble those previously found in White and Black North American women.

  vaginal japanese t-rflp clone cluster

• ConNIS and labeling instability: New statistical methods for improving the detection of essential genes in TraDIS libraries.

  PMID 41790830 · PMC12991369 · PLoS computational biology · 2026 · 8 claims · 3 setups

  Has reproduction · 83

  ConNIS provides an analytic solution for the probability of observing the longest insertion-free sequence within a gene given its length and number of insertion sites under non-essentiality.

  simulated four real simulation semi-synthetic real-world