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).

• Bayesian survival analysis in genetic association studies.

  PMID 18617538 · PMC2530885 · Bioinformatics (Oxford, England) · 2008 · 7 claims · 5 setups

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  A novel Bayesian method (BETA-Surv) extends prior case-control haplotype-clustering work to censored survival outcomes by clustering haplotypes via gene tree/perfect phylogeny topology and relative mutation age.

  simulated same sanad bayesian univariate partial

• Identification of a PRDM1-regulated T cell network to regulate atherosclerotic plaque inflammation.

  PMID 41039608 · PMC12490039 · Genome medicine · 2025 · 6 claims · 7 setups

  Has reproduction · 100

  A distinct gene co-expression module with a prominent T cell signature is enriched in unstable plaques and distinguishes high-risk from low-risk lesions.

  carotid calcified atherosclerotic cell-specific microarray single-cell loss-of-function

• A Bayesian approach to accurate and robust signature detection on LINCS L1000 data.

  PMID 32003771 · PMC7203754 · Bioinformatics (Oxford, England) · 2020 · 6 claims · 4 setups

  Has reproduction · 37

  A novel Bayesian-based peak deconvolution algorithm gives unbiased likelihood estimations for peak locations and characterizes peaks with probability-based z-scores.

  lincs simulated l1000 l1000 simulated student's

• Predictive genomics of cardioembolic stroke.

  PMID 19064790 · PMC2752697 · Stroke · 2009 · 8 claims · 4 setups

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  A Bayesian network multivariate model achieves 86% predictive accuracy (AUC) for cardioembolic stroke on fitted values

  blood-derived gasros same custom bayesian roc

• Seeded Bayesian Networks: constructing genetic networks from microarray data.

  PMID 18601736 · PMC2474592 · BMC systems biology · 2008 · 8 claims · 4 setups

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  Seeding Bayesian Network analysis with prior networks derived from literature and/or PPI data improves recovery of known gene-gene interactions compared to BN analysis without a seed

  leukemia interactome pubmed-indexed computational microarray yeast literature

• Genomic diversity of oseltamivir-resistant influenza virus A (H1N1), Luxembourg, 2007-08.

  PMID 19788831 · PMC2819849 · Emerging infectious diseases · 2009 · 8 claims · 5 setups

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  NA gene sequences of oseltamivir-resistant viruses (ORVs) form a distinct phylogenetic cluster separate from oseltamivir-sensitive viruses (OSVs)

  influenza clinical partial sanger pyrosequencing molecular

• 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

• Discovering the phylodynamics of RNA viruses.

  PMID 19855824 · PMC2756585 · PLoS computational biology · 2009 · 8 claims · 8 setups

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  A comprehensive 'discovery phase' integrating ecological and evolutionary dynamics of RNA viruses across scales is needed to achieve a full phylodynamic understanding

  h3n2 influenza avian foot-and-mouth bayesian phylogenetic whole-genome

• Shooting darts: co-evolution and counter-adaptation in hermaphroditic snails.

  PMID 15799778 · PMC1080126 · BMC evolutionary biology · 2005 · 8 claims · 6 setups

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  Dart shooting introduces an allohormone that inhibits digestion of donated sperm, increasing the amount reaching the spermathecae and fertilizing eggs, thereby manipulating the mating partner's sperm storage.

  dart-possessing same land cantareus 28s shimodaira-hasegawa principal

• Resequencing PNMT in European hypertensive and normotensive individuals: no common susceptibilily variants for hypertension and purifying selection on intron 1.

  PMID 17645789 · PMC1947951 · BMC medical genetics · 2007 · 7 claims · 7 setups

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  Resequencing of PNMT found no common susceptibility variants that distinguish hypertensive from normotensive individuals

  genomic pnmt promoter pcr population haplotype

• The genomic analysis of lactic acidosis and acidosis response in human cancers.

  PMID 19057672 · PMC2585811 · PLoS genetics · 2008 · 8 claims · 8 setups

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  Lactic acidosis and hypoxia induce largely distinct gene expression programs in HMECs, with lactic acidosis producing a much larger and more dramatic response

  mammary hmec gene breast gene real-time bayesian

• Evolutionary history of the UCP gene family: gene duplication and selection.

  PMID 18980678 · PMC2584656 · BMC evolutionary biology · 2008 · 8 claims · 8 setups

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  The UCP gene family arose through two ancestral gene duplications early in vertebrate evolution, producing the UCP1, UCP2 and UCP3 lineages.

  vertebrate ucp human-mouse ucp1 sequence phylogenetic gene

• Function2Gene: a gene selection tool to increase the power of genetic association studies by utilizing public databases and expert knowledge.

  PMID 18631403 · PMC2500032 · BMC bioinformatics · 2008 · 6 claims · 5 setups

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  Function2Gene is a set of Perl programs that queries public databases (NCBI, GeneCards, Harvester, with Uniprot/Ensembl also supported) using expert-selected keywords to rank genes by prior probability of disease association.

  gene nuclear sle tdt keyword-based snp transmission

• The origins of lactase persistence in Europe.

  PMID 19714206 · PMC2722739 · PLoS computational biology · 2009 · 8 claims · 5 setups

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  The −13,910*T allele first underwent selection among dairying farmers around 7,500 years ago in a region between the central Balkans and central Europe, possibly linked to the Linearbandkeramik culture.

  simulated simulation 910*t farming demic approximate comparison

• Imputation-based analysis of association studies: candidate regions and quantitative traits.

  PMID 17676998 · PMC1934390 · PLoS genetics · 2007 · 8 claims · 2 setups

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  Imputation-based Bayesian regression increases power to detect association compared with standard single-SNP tests, even when the causal variant is directly typed

  study phenotyped genotype bayesian

• An individualized causal framework for learning intercellular communication networks that define microenvironments of individual tumors.

  PMID 36548438 · PMC9822106 · PLoS computational biology · 2022 · 8 claims · 7 setups

  Has reproduction · 67

  An individualized causal analysis framework can discover tumor-specific intercellular communication networks (ICNs) from transcriptomic data

  hnscc pooled cd45+ cd8+ single-cell nhdp celda

• GAL08, an Uncultivated Group of Acidobacteria, Is a Dominant Bacterial Clade in a Neutral Hot Spring.

  PMID 35087491 · PMC8787282 · Frontiers in microbiology · 2021 · 8 claims · 8 setups

  Has reproduction · 50

  GAL08 is a dominant bacterial clade in a neutral hot spring, comprising up to 29.2% of the community by relative read abundance and up to 4.7 × 10^5 16S rRNA gene copies per gram sediment.

  dewar dchs_gal08 hoodoo gal08 16s qpcr single

• Evolutionary modeling of rate shifts reveals specificity determinants in HIV-1 subtypes.

  PMID 18989394 · PMC2566816 · PLoS computational biology · 2008 · 7 claims · 4 setups

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  A novel Bayesian method, RASER, can detect site-specific evolutionary rate shifts and the lineages in which they occurred without pre-specifying candidate lineages.

  hiv-1 simulated bayesian simulation structural

• Genomewide pattern of synonymous nucleotide substitution in two complete genomes of Mycobacterium tuberculosis.

  PMID 12453367 · PMC2738538 · Emerging infectious diseases · 2002 · 8 claims · 6 setups

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  Genomewide comparison of two complete M. tuberculosis genomes reveals substantially more nucleotide diversity than prior studies based on few loci suggested

  tuberculosis putative orthologous genomewide blastp clustal nei-gojobori

• Synonymous substitution rates predict HIV disease progression as a result of underlying replication dynamics.

  PMID 17305421 · PMC1797821 · PLoS computational biology · 2007 · 8 claims · 8 setups

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  The synonymous substitution rate (dS) of HIV env is strongly correlated with disease progression parameters (progression time, CD4+ decline rate, viral load increase rate), unlike the nonsynonymous rate (dN).

  longitudinal backbone env intra-patient relaxed-clock correlation site-to-site