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).

• Hypoxia-associated genes as predictors of outcomes in gastric cancer: a genomic approach.

  PMID 40129974 · PMC11931070 · Frontiers in immunology · 2025 · 8 claims · 8 setups

  Has reproduction · 96

  A prognostic model built from five H1-specific hypoxia-associated transcription factors (EHF, EIF1AD, GLA, KEAP1, MAGED2) predicts overall survival in STAD, with high-risk patients showing significantly worse OS.

  gastric gene scrna-seq tcga single-cell wgcna cell-cell

• Integrative transcriptomic and machine learning framework reveals candidate genes and potential mechanisms of aflatoxin B1 exposure in breast cancer.

  PMID 41688730 · PMC12982753 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 83

  170 unique human AFB1 targets were identified by merging ChEMBL, SwissTargetPrediction, and PharmMapper predictions

  afb1 breast training candidate computational bulk weighted

• PedGenie: an analysis approach for genetic association testing in extended pedigrees and genealogies of arbitrary size.

  PMID 16620382 · PMC1459209 · BMC bioinformatics · 2006 · 7 claims · 3 setups

  Full-text index only

  PedGenie is a valid, flexible statistical tool for genetic association analysis in pedigrees of arbitrary size and structure using Monte Carlo significance testing

  simulated gaw12 breast monte pedigree-based genetic

• Microarray analysis: genome-scale hypothesis scanning.

  PMID 14551912 · PMC212694 · PLoS biology · 2003 · 8 claims · 5 setups

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  Microarrays can be used to both test and generate hypotheses, not merely to fish for candidate genes.

  drosophila yeast diffuse breast microarray integrated gene

• Six new loci associated with blood low-density lipoprotein cholesterol, high-density lipoprotein cholesterol or triglycerides in humans.

  PMID 18193044 · PMC2682493 · Nature genetics · 2008 · 8 claims · 7 setups

  Full-text index only

  GWAS plus targeted replication identified 18 loci reproducibly associated with LDL cholesterol, HDL cholesterol, and/or triglycerides, six of which are newly identified

  blood liver fasting genome-wide targeted liver

• Connecting synthetic chemistry decisions to cell and genome biology using small-molecule phenotypic profiling.

  PMID 19825513 · PMC2787914 · Current opinion in chemical biology · 2009 · 8 claims · 8 setups

  Full-text index only

  Multidimensional phenotypic profiling leverages information content from multiple parallel or multiplexed measurements of compound action on cells, unlike hierarchical screening which filters to few 'interesting' compounds.

  one nci60 cerevisiae cancer multidimensional cellular two-color

• Genomics--from Neanderthals to high-throughput sequencing.

  PMID 16934106 · PMC1779599 · Genome biology · 2006 · 8 claims · 8 setups

  Full-text index only

  Next-generation sequencing platforms (GS20/454 and Solexa) can deliver the throughput and cost reductions needed for population-scale and medical resequencing.

  bacterial ion-channel drosophila arrays next-generation pooled multiplex

• Identification and verification of diagnostic biomarkers in recurrent pregnancy loss via machine learning algorithm and WGCNA.

  PMID 37691920 · PMC10485775 · Frontiers in immunology · 2023 · 8 claims · 8 setups

  Has reproduction · 55

  352 DEGs (198 up-regulated, 154 down-regulated) were identified between RPL and control endometrial samples

  endometrial degs hub decidua microarray wgcna machine

• Isolated populations and complex disease gene identification.

  PMID 18771588 · PMC2575505 · Genome biology · 2008 · 8 claims · 5 setups

  Full-text index only

  Isolated/founder populations are useful for identifying genes underlying common complex diseases, not just rare monogenic diseases.

  genetically icelandic finnish hutterites linkage genome-wide