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).

• Supervised learning-based tagSNP selection for genome-wide disease classifications.

  PMID 18366619 · PMC2386071 · BMC genomics · 2008 · 7 claims · 2 setups

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  SRFA (Supervised Recursive Feature Addition) is a novel feature selection method combining supervised learning and statistical redundancy measures for SNP selection

  micc narac snp

• Nutrigenomics in cardiovascular medicine.

  PMID 20031645 · PMC2810265 · Circulation. Cardiovascular genetics · 2009 · 8 claims · 8 setups

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  The main problem facing Nutrigenomics is the lack of replication of initially reported gene-diet interactions, which precludes their present application in CVD prevention and treatment.

  french framingham individuals general case-control prospective meta-analysis

• Discovery and validation of new molecular targets in treating dyslipidemia: the role of human genetics.

  PMID 20211435 · PMC3328807 · Trends in cardiovascular medicine · 2009 · 8 claims · 8 setups

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  Mendelian randomization uses genetic variants as a 'randomized trial of nature' to assess causal relationships between lipid biomarkers and CHD, overcoming confounding and reverse causality limitations of observational epidemiology.

  population myocardial individuals animal genome-wide case-control gene

• Genome Wide Association Studies: identifying the genes that determine the risk of abdominal aortic aneurysm.

  PMID 18621558 · PMC2697027 · European journal of vascular and endovascular surgery : the official journal of the European Society for Vascular Surgery · 2008 · 8 claims · 3 setups

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  AAA has a strong genetic component, with up to ten-fold increased risk in first-degree relatives of affected individuals

  aaa cases candidate genome-wide

• SEMdag: Fast learning of Directed Acyclic Graphs via node or layer ordering.

  PMID 39775401 · PMC11709272 · PloS one · 2025 · 8 claims · 5 setups

  Has reproduction · 81

  SEMdag() is a two-step order-based algorithm for fast learning of high-dimensional linear SEMs, using knowledge-based (KB) or data-driven bottom-up (BU) node/layer ordering followed by penalized (L1) DAG estimation

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• Cardiovascular genomics, personalized medicine, and the National Heart, Lung, and Blood Institute: part I: the beginning of an era.

  PMID 20031542 · PMC3097376 · Circulation. Cardiovascular genetics · 2008 · 7 claims · 8 setups

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  Rare Mendelian mutations (e.g., in sarcomere genes, ion channels, FBN1, LMNA) cause specific rare cardiovascular conditions (hypertrophic/dilated cardiomyopathy, long-QT syndrome, thoracic aortic aneurysm, progeria) but explain little of common CVD risk.

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