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).

• Simple models of genomic variation in human SNP density.

  PMID 17553150 · PMC1919371 · BMC genomics · 2007 · 6 claims · 4 setups

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  Hierarchical Poisson model B, which allows both the mutation-rate proxy (Beta-distributed Λ) and the ARG-size proxy (Gamma-distributed T) to vary, fits the observed SNP density distribution significantly better than models with only one or neither varying.

  genome observed simulated genome hierarchical coalescent

• T1DBase, a community web-based resource for type 1 diabetes research.

  PMID 15608258 · PMC540049 · Nucleic acids research · 2005 · 8 claims · 6 setups

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  T1DBase is an integrated, open-access web resource that unifies genetic, genomic, and biological data to support type 1 diabetes (T1D) research

  pancreatic t1d tissues nod microarray genetic est-based

• Human methylome variation across Infinium 450K data on the Gene Expression Omnibus.

  PMID 33937763 · PMC8061458 · NAR genomics and bioinformatics · 2021 · 8 claims · 8 setups

  Has reproduction · 88

  Among annotated HM450K GEO samples, about two-thirds were from blood, one-quarter from brain, and about one-third were from cancer patients.

  hm450k geo seven dnam beadarray regular-expression-based

• Improved precision of epigenetic clock estimates across tissues and its implication for biological ageing.

  PMID 31443728 · PMC6708158 · Genome medicine · 2019 · 6 claims · 8 setups

  Has reproduction · 68

  A near-perfect chronological age predictor can in principle be developed from DNA methylation when training sample size is sufficiently large.

  blood unrelated sgpd lbc1921 methylation reml permutation

• Epistemic uncertainty challenges aging clock reliability in predicting rejuvenation effects.

  PMID 39072888 · PMC11561706 · Aging cell · 2024 · 8 claims · 8 setups

  Has reproduction · 93

  DNA methylation profiles observed across cellular reprogramming are poorly represented in the training data of existing aging clocks, introducing high out-of-distribution/epistemic uncertainty in their age estimates

  males skin liver linear dnam epigenetic

• Hierarchical classification-based pan-cancer methylation analysis to classify primary cancer.

  PMID 38066424 · PMC10709847 · BMC bioinformatics · 2023 · 8 claims · 8 setups

  Has reproduction · 83

  CHCT, a two-tier hierarchical classification tool built from methylation data, accurately classifies primary cancer type across 30 cancer types.

  tumor clinical methylation clustered methylation unsupervised anova

• Main Factors Influencing the Gut Microbiota of Datong Yaks in Mixed Group.

  PMID 35883324 · PMC9312300 · Animals : an open access journal from MDPI · 2022 · 7 claims · 6 setups

  Has reproduction · 84

  Gut microbial diversity (alpha and beta) differs significantly among domestic males, domestic females, and wild male Datong yaks.

  fresh fecal 16s alpha-diversity beta-diversity

• A screen for proteins that interact with PAX6: C-terminal mutations disrupt interaction with HOMER3, DNCL1 and TRIM11.

  PMID 16098226 · PMC1208879 · BMC genetics · 2005 · 8 claims · 7 setups

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  PAX6 interacts with three novel proteins: HOMER3, DNCL1 and TRIM11

  pax6 brain yeast sequence yeast semi-quantitative

• Translating genome sequences into biological understanding.

  PMID 12801409 · PMC193614 · Genome biology · 2003 · 8 claims · 7 setups

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  Gene-trap insertional mutagenesis in mouse ES cells (BayGenomics) generates a large resource of cell lines and knockout mice for studying gene expression patterns and function.

  embryonic transfectable drosophila computational gene-trap pooled cross-species

• Machine learning reveals microbial interactions driving plastic degradation across plastisphere environments.

  PMID 41657981 · PMC12876002 · Frontiers in microbiology · 2025 · 6 claims · 7 setups

  Has reproduction · 87

  Wastewater plastispheres harbor the most diverse and compositionally even microbial communities among the three habitats.

  ocean wastewater surface plastisphere 16s alpha beta

• geneshot: gene-level metagenomics identifies genome islands associated with immunotherapy response.

  PMID 33952321 · PMC8097837 · Genome biology · 2021 · 8 claims · 6 setups

  Has reproduction · 75

  geneshot identifies microbial genomic islands consistently associated with ICI response across independent cohorts

  stool deduplicated cag reference gene-level novo co-abundance

• 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

• 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

• miRge 2.0 for comprehensive analysis of microRNA sequencing data.

  PMID 30153801 · PMC6112139 · BMC bioinformatics · 2018 · 8 claims · 6 setups

  Has reproduction · 89

  An SVM-based novel miRNA detection model achieves an average MCC of 0.939 across 32 human cell datasets and outperforms miRDeep2 and miRAnalyzer on phylogenetic conservation of predicted miRNAs

  unmapped pooled colon adipose small novel a-to-i

• ResnetAge: A Resnet-Based DNA Methylation Age Prediction Method.

  PMID 38247911 · PMC10813502 · Bioengineering (Basel, Switzerland) · 2023 · 8 claims · 4 setups

  Has reproduction · 75

  ResnetAge, a ResNet-based neural network using 22,278 shared Illumina 27K/450K CpG sites, predicts DNA methylation age from beta values.

  shared independent methylation resnet comparative

• Computational verification of protein-protein interactions by orthologous co-expression.

  PMID 15740634 · PMC555590 · BMC bioinformatics · 2005 · 7 claims · 8 setups

  Full-text index only

  Co-expression of orthologous protein pairs across multiple species can verify/predict S. cerevisiae PPIs with better performance than S. cerevisiae co-expression alone.

  cerevisiae orthologs cdc28 yeast co-expression ortholog orthologous

• QUANT: a long-term multi-city commercial air sensor dataset for performance evaluation.

  PMID 39168987 · PMC11339295 · Scientific data · 2024 · 7 claims · 7 setups

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  The QUANT dataset is the most extensive open-access evaluation of commercial air quality sensor systems on a global scale to date

  main wider maqs low-cost reference-grade meteorological

• 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

• Metapangenomics of wild and cultivated banana microbiome reveals a plethora of host-associated protective functions.

  PMID 37085932 · PMC10120106 · Environmental microbiome · 2023 · 8 claims · 8 setups

  Has reproduction · 59

  Root and corm endosphere communities are significantly richer and compositionally distinct from leaf endosphere communities across Musa genotypes

  root musa assembled prokka-annotated shotgun culture-free metagenome

• Zebrafish whole-adult-organism chemogenomics for large-scale predictive and discovery chemical biology.

  PMID 18618001 · PMC2442223 · PLoS genetics · 2008 · 8 claims · 6 setups

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  Zebrafish whole-adult-organism chemogenomics generates robust prediction models that discriminate P(H)AHs from ECs across independent experiments

  zebrafish computational seven consolidated whole-adult-organism supervised quantitative