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).

• 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

• 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 · 3 setups

  Has reproduction · 75

  PHA4GE developed a set of standardized contextual data tags (five fields plus controlled-vocabulary terms) for annotating pathogen sequence datasets with known quality issues.

  fda pha4ge genomic metagenomic community ontology

• The selection of software and database for metagenomics sequence analysis impacts the outcome of microbial profiling and pathogen detection.

  PMID 37027361 · PMC10081788 · PloS one · 2023 · 7 claims · 7 setups

  Has reproduction · 86

  Obtaining an accurate species-level microbial profile using current direct-read metagenomics profiling software is still a challenging task.

  simulated kidney biological extracted shotgun taxonomic pathogen

• Aerobic nonylphenol degradation and nitro-nonylphenol formation by microbial cultures from sediments.

  PMID 20043151 · PMC2825322 · Applied microbiology and biotechnology · 2010 · 8 claims · 8 setups

  Full-text index only

  Aerobic biodegradation of branched NP in polluted river sediment occurs within 8 days after a 2-day lag phase at 30°C

  np-polluted sediment-derived fourth-generation extracted biodegradation serial metabolite

• Smart spatial omics (S2-omics) optimizes region of interest selection to capture molecular heterogeneity in diverse tissues.

  PMID 41298871 · PMC12662399 · Nature cell biology · 2025 · 7 claims · 6 setups

  Has reproduction · 100

  S2-omics is an end-to-end workflow that automatically selects ROIs from H&E histology images to maximize molecular information content for spatial omics profiling.

  gastric colorectal additional breast xenium visium histology

• 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

• 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

• Genomic screen for loci associated with tobacco usage in Mission Indians.

  PMID 16472381 · PMC1386651 · BMC medical genetics · 2006 · 8 claims · 5 setups

  Full-text index only

  Regular tobacco use (h2=0.37±0.11) and persistent tobacco use (h2=0.34±0.12) are moderately heritable in this Mission Indian sample

  mission pedigrees same participants genotyping multipoint heritability

• Accurate prediction of metagenome-assembled genome completeness by MAGISTA, a random forest model built on alignment-free intra-bin statistics.

  PMID 35248155 · PMC8898458 · Environmental microbiome · 2022 · 7 claims · 7 setups

  Has reproduction · 83

  MAGISTA, a random forest model built on alignment-free intra-bin distance-distribution statistics, can estimate MAG completeness and purity without relying on reference marker genes.

  pooled hc227 contig sets shotgun novo alignment-free

• Fungal metabarcoding data integration framework for the MycoDiversity DataBase (MDDB).

  PMID 32463383 · PMC7734503 · Journal of integrative bioinformatics · 2020 · 6 claims · 5 setups

  Has reproduction · 78

  The MycoDiversity DataBase (MDDB) is a curated repository integrating public fungal metabarcoding data of environmental samples to study fungal biodiversity patterns in space and time.

  fungal pubmed pdf sra metabarcoding acquisition regular-expression

• eDNAmap: A Metabarcoding Web Tool for Comparing Marine Biodiversity, With Special Reference to Teleost Fish.

  PMID 41189540 · PMC12627913 · Molecular ecology resources · 2026 · 7 claims · 5 setups

  Has reproduction · 59

  eDNAmap is a web-based platform that maps sampling locations, generates heatmaps to evaluate batch effects, and performs nMDS and cluster analyses using similarity indices on uploaded eDNA composition data

  marine fastq teleost kh22-5 edna bioinformatic blast

• 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

  DOM composition changes significantly across the nearshore-to-offshore transect, with more terrestrially derived and high-molecular-weight DOM nearshore, despite only minor reductions in DOC and similar inorganic N and P levels.

  free-living bacterioplankton 0.2-µm lake metatranscriptomics metagenomics dissolved

• Using random walks to identify cancer-associated modules in expression data.

  PMID 24128261 · PMC4015830 · BioData mining · 2013 · 8 claims · 8 setups

  Has reproduction

  Walktrap-GM, a random-walk community detection algorithm adapted with stopping criteria (maximum modularity, maximum size, maximum module score), identifies modules significantly enriched with cancer genes in expression-weighted interaction networks.

  hepatocellular breast sporadic geo gene differential interaction

• TRAPID 2.0: a web application for taxonomic and functional analysis of de novo transcriptomes.

  PMID 34197621 · PMC8464036 · Nucleic acids research · 2021 · 8 claims · 8 setups

  Has reproduction · 60

  TRAPID 2.0 is a web application performing global characterization of de novo transcriptomes via structural, functional, and taxonomic annotation in an initial processing phase, followed by an exploratory phase of downstream analyses.

  mmetsp query putative ciliate taxonomic similarity non-coding

• 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

• A genome-wide association study of social and non-social autistic-like traits in the general population using pooled DNA, 500 K SNP microarrays and both community and diagnosed autism replication samples.

  PMID 20012890 · PMC2797846 · Behavior genetics · 2010 · 6 claims · 4 setups

  Full-text index only

  SNP Microarrays and Pooling (SNP-MaP) is a valid economical method for genome-wide screening of quantitative trait extremes using pooled DNA on microarrays

  teds diagnosed ceph snp individual transmission

• DeepProg: an ensemble of deep-learning and machine-learning models for prognosis prediction using multi-omics data.

  PMID 34261540 · PMC8281595 · Genome medicine · 2021 · 6 claims · 7 setups

  Has reproduction · 84

  DeepProg, an ensemble of deep-learning and machine-learning models, robustly predicts patient survival subtypes from multi-omics data and explicitly models survival as the objective while predicting new patient risks

  tcga breast metabric brca bulk mirna methylation

• 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

• Analysis of variants in DNA damage signalling genes in bladder cancer.

  PMID 18638378 · PMC2488326 · BMC medical genetics · 2008 · 7 claims · 5 setups

  Full-text index only

  SNPs in DSB signalling genes may modulate predisposition to bladder cancer and influence effects of environmental exposures

  peripheral case-control unphased extracted snp confirmatory logistic

• Metagenomic study of the oral microbiota by Illumina high-throughput sequencing.

  PMID 19796657 · PMC3568755 · Journal of microbiological methods · 2009 · 8 claims · 6 setups

  Full-text index only

  The 16S rRNA V5 hypervariable region, amplified as a short ~82-base segment, provides reliable taxonomic identification of oral bacteria against public databases like HOMD.

  pooled 16s sequenced topo 16s primer taxonomic