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).

• Cardiovascular genetic medicine: genomic assessment of prognosis and diagnosis in patients with cardiomyopathy and heart failure.

  PMID 20559924 · PMC4745893 · Journal of cardiovascular translational research · 2008 · 8 claims · 6 setups

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  Molecular signature analysis (MSA) uses machine-learning/classification methods (e.g., PAM/nearest shrunken centroids) on gene expression patterns to classify samples by phenotype for diagnosis, prognosis, or therapy response.

  myocardial endomyocardial peripheral pbmcs microarray allomap gene

• 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

• The CYP2J2 G-50T polymorphism and myocardial infarction in patients with cardiovascular risk profile.

  PMID 19105833 · PMC2626571 · BMC cardiovascular disorders · 2008 · 7 claims · 4 setups

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  T-allele carriers of the CYP2J2 G-50T polymorphism had significantly more myocardial infarctions than G/G carriers in univariate analysis (21.6% vs 13.7%, p=0.026)

  whole-blood patients pooled genotyping clinical multivariate

• The future is genome-wide.

  PMID 16934105 · PMC1779592 · Genome biology · 2006 · 8 claims · 8 setups

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  Noncoding SNPs near NRG1 associated with schizophrenia likely act by influencing NRG1 expression level

  schizophrenia myocardial individuals infectious genetic candidate gene

• 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

• Comprehensive bioinformatics analysis and experimental verification identify mitochondrial gene Dgat2 as a novel therapeutic biomarker for myocardial ischemia-reperfusion.

  PMID 40510478 · PMC12159077 · Frontiers in endocrinology · 2025 · 8 claims · 8 setups

  Has reproduction · 64

  Dgat2 is a hub mitochondria-related differentially expressed gene (MitoDEG) that can serve as a novel biomarker and therapeutic target in MI/RI

  heart degs dgat2 mitodegs microarray kegg protein-protein

• Identification of potential therapeutic targets for nonischemic cardiomyopathy in European ancestry: an integrated multiomics analysis.

  PMID 39267096 · PMC11396958 · Cardiovascular diabetology · 2024 · 8 claims · 7 setups

  Has reproduction · 89

  Two-sample MR analysis identified 255 circulating plasma proteins associated with NISCM

  european cis-pqtl myocardial geo mendelian bayesian differential

• 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

• Spns1-dependent endocardial lysosomal function drives valve morphogenesis through Notch1-signaling.

  PMID 39720516 · PMC11667069 · iScience · 2024 · 7 claims · 8 setups

  Has reproduction · 78

  Autophagosomal, autolysosomal, and lysosomal vesicles significantly accumulate in the atrioventricular canal (AVC) and outflow tract (OFT)/bulboventricular regions and their developing valves during zebrafish heart development.

  β-actin2 tgki cmv tgbac light-sheet lysotracker lysosome

• 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

  amyotrophic breast coronavirus st-elevation rna-seq comparative

• Mouse-Geneformer: A deep learning model for mouse single-cell transcriptome and its cross-species utility.

  PMID 40106407 · PMC11964219 · PLoS genetics · 2025 · 7 claims · 6 setups

  Has reproduction · 95

  Mouse-Geneformer, a Transformer Encoder model pre-trained via masked-token self-supervised learning on mouse-Genecorpus-20M, was successfully constructed following the original human Geneformer architecture.

  healthy scrna-seq disease scrna-seq type perturbation

• Prospective health care: the second transformation of medicine.

  PMID 16522218 · PMC1431721 · Genome biology · 2006 · 8 claims · 7 setups

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  Predictive biomarkers (genomic, proteomic, metabolomic) will enable quantification of disease risk and anticipation of onset before pathological damage occurs.

  cancer circulating breast population gene-expression proteomic 21-gene

• Update of the G2D tool for prioritization of gene candidates to inherited diseases.

  PMID 17478516 · PMC1933178 · Nucleic acids research · 2007 · 8 claims · 4 setups

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  G2D is a web server that prioritizes candidate genes for inherited diseases using three distinct algorithms based on different input information.

  genome genomic etrb computational literature go-similarity

• 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.

  community-based subjects dallas mice exon community-based gene

• Familial parkinsonism: study of original Sagamihara PARK8 (I2020T) kindred with variable clinicopathologic outcomes.

  PMID 18804399 · PMC2702757 · Parkinsonism & related disorders · 2009 · 6 claims · 4 setups

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  The same LRRK2 I2020T mutation can produce diverse neuropathologies (pure nigral degeneration, Lewy body pathology, or MSA-P) even when clinical presentation and PET findings are virtually identical across family members.

  living post-mortem pet neuropathologic immunohistochemistry

• Isolated populations and complex disease gene identification.

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

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

  genetically icelandic finnish hutterites linkage genome-wide