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).

• Machine learning and free energy clustering reveal PAH protein binding linked to AD risk.

  PMID 41953002 · PMC13053772 · iScience · 2026 · 7 claims · 8 setups

  Has reproduction · 78

  An integrated framework of bioinformatics, machine learning, and ΔG clustering can prioritize PAHs for AD-associated neurotoxicity.

  proteins microarray ad-associated pahs target differential wgcna

• Predicting positive p53 cancer rescue regions using Most Informative Positive (MIP) active learning.

  PMID 19756158 · PMC2742196 · PLoS computational biology · 2009 · 8 claims · 4 setups

  Full-text index only

  MIP active learning is a novel active learning method that preferentially seeks informative Positive (functionally active) examples rather than only maximizing classifier accuracy.

  engineered p53 computational yeast-based regional homology

• TRED: a Transcriptional Regulatory Element Database and a platform for in silico gene regulation studies.

  PMID 15608156 · PMC539958 · Nucleic acids research · 2005 · 8 claims · 5 setups

  Full-text index only

  TRED is a database collecting both cis-regulatory elements (promoters) and trans-regulatory elements (transcription factor binding/regulation data) with linked access.

  promoter tred-retrieved computational literature relational

• Bulk and single-cell characterisation of the immune heterogeneity of atherosclerosis identifies novel targets for immunotherapy.

  PMID 36855107 · PMC9974063 · BMC biology · 2023 · 8 claims · 8 setups

  Has reproduction · 70

  Integration of scRNA-seq datasets from human atherosclerosis samples identifies 28 distinct immune cell subpopulations with heterogeneity in tissue preference, genetics, function, immune dynamics, transcriptional regulators, metabolism, and cell communication.

  immune atherosclerotic cd4+ cd8+ scrna-seq gsea pseudotime

• Evolution of motif variants and positional bias of the cyclic-AMP response element.

  PMID 17288573 · PMC1796609 · BMC evolutionary biology · 2007 · 8 claims · 4 setups

  Full-text index only

  Canonical CRE positional bias toward the -1 to -150 bp TSS region is present in vertebrates (human, mouse, rat, chicken, frog, zebrafish) but absent in sea squirt, fruit fly and worm.

  tss-spanning cres genome known genome-wide comparative cpg

• Identification of direct regulatory targets of the transcription factor Sox10 based on function and conservation.

  PMID 18786246 · PMC2556353 · BMC genomics · 2008 · 6 claims · 6 setups

  Full-text index only

  PLP, Sox10, SOD3, and Ptn are direct regulatory targets of Sox10, confirmed by chromatin immunoprecipitation binding to conserved cis-elements

  rt4d6 gst-sox10 microarray comparative real

• Novel insights into adipogenesis from omics data.

  PMID 19689276 · PMC2765082 · Current medicinal chemistry · 2009 · 8 claims · 8 setups

  Full-text index only

  Pparg and Cebpa are the two master transcriptional regulators governing adipogenesis

  3t3-l1 embryonic multipotent nih-3t3 microarray gel non-gel-based

• Integrated multi-omics analysis combined with clinical validation reveals that HLA-DRB5 and ODAPH are causal risk genes for keratoconus.

  PMID 41803193 · PMC13179358 · Scientific reports · 2026 · 7 claims · 8 setups

  Has reproduction · 64

  HLA-DRB5 and ODAPH are causal risk genes for keratoconus, supported by SMR and Bayesian colocalization (HLA-DRB5 PP4=0.844, SMR p=0.001, OR=1.768; ODAPH PP4=1.0, SMR p=0.013, OR=202.851).

  corneal gwas string bulk summary-data two-sample