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).

• A method for detecting epistasis in genome-wide studies using case-control multi-locus association analysis.

  PMID 18667089 · PMC2533022 · BMC genomics · 2008 · 7 claims · 2 setups

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  HFCC is a method/software for genome-wide epistasis detection using case-control multi-locus association analysis, combining a fast computing algorithm with flexibility to test a variety of epistatic models.

  blood-derived simulated genome-wide simulation-based

• Type 1 diabetes in the Spanish population: additional factors to class II HLA-DR3 and -DR4.

  PMID 15842729 · PMC1097726 · BMC genomics · 2005 · 7 claims · 4 setups

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  The ancestral haplotype AH 18.2 (DR3-TNFa1b5) confers significantly increased T1D risk compared to other DR3-positive haplotypes in the Spanish population.

  blood same genotype hla microsatellite haplotype

• A biomarker panel for peripheral arterial disease.

  PMID 18687758 · PMC3133945 · Vascular medicine (London, England) · 2008 · 7 claims · 6 setups

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  β2-microglobulin (β2M) and cystatin C had the highest correlation with ABI among all plasma markers tested, higher than age, smoking, or diabetes status

  plasma fasting subjects biomarker nephelometric clinical ankle-brachial

• Logical Analysis of Data (LAD) model for the early diagnosis of acute ischemic stroke.

  PMID 18616825 · PMC2492849 · BMC medical informatics and decision making · 2008 · 7 claims · 5 setups

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  An LAD classification model built from a support-set of 3 peptide peaks can distinguish stroke patients from controls with 75% accuracy on an independent validation set

  plasma discretized seldi-tof serum logical

• Understanding genetic epidemiologic association studies Part 1: fundamentals.

  PMID 19962167 · PMC2843757 · Surgery · 2010 · 8 claims · 3 setups

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  Genetic epidemiology aims to establish whether a disease has a genetic component while accounting for environmental influences.

  familial study genome-wide candidate high-throughput

• Decoding and reconstructing disease relations between dry eye and depression: a multimodal investigation comprising meta-analysis, genetic pathways and Mendelian randomization.

  PMID 38548265 · PMC11954816 · Journal of advanced research · 2025 · 7 claims · 8 setups

  Has reproduction · 79

  Meta-analysis confirms a positive bidirectional association between DED and DEP (DED patients have increased DEP prevalence and vice versa).

  studies taiwan twb ded meta-analysis genome-wide conditional

• Causal models in epidemiology: past inheritance and genetic future.

  PMID 16859537 · PMC1557493 · Environmental health : a global access science source · 2006 · 8 claims · 3 setups

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  Interaction is a fundamental characteristic of any causal process involving probabilistic steps, not a second-order phenomenon identified after accounting for main effects

  smokers population cohort observational biomarker pulmonary

• 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

• Detecting purely epistatic multi-locus interactions by an omnibus permutation test on ensembles of two-locus analyses.

  PMID 19761607 · PMC2759961 · BMC bioinformatics · 2009 · 8 claims · 5 setups

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  2LOmb performs an omnibus permutation test on ensembles of two-locus analyses via a four-step algorithm (two-locus analysis, permutation test, global p-value determination, progressive ensemble search)

  simulated same snp type two-locus 2lomb benchmark

• 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

• The molecular landscape of sepsis severity in infants: enhanced coagulation, innate immunity, and T cell repression.

  PMID 38817614 · PMC11137207 · Frontiers in immunology · 2024 · 7 claims · 7 setups

  Has reproduction · 50

  Most published adult/other-cohort sepsis gene signatures have limited utility for infant sepsis; only 2 of 7 achieved >80% accuracy in infants

  infant merged individual pairwise whole-blood coconut gene-signature

• Partial correlation network analysis identifies coordinated gene expression within a regional cluster of COPD genome-wide association signals.

  PMID 39418301 · PMC11521246 · PLoS computational biology · 2024 · 7 claims · 4 setups

  Has reproduction · 23

  COPD GWAS loci are more spatially clustered across the genome than expected by chance, with significant enrichment on chromosome 4q.

  lung sakornsakolpat string bulk microarray gwas

• 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

• Mechanisms of disease: genetic insights into the etiology of type 2 diabetes and obesity.

  PMID 18212765 · PMC7116808 · Nature clinical practice. Endocrinology & metabolism · 2008 · 8 claims · 8 setups

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  Six high-density genome-wide association studies in over 19,000 individuals identified approximately ten T2D-susceptibility loci, including HHEX, IDE, SLC30A8, FTO, CDKAL1, CDKN2A/CDKN2B, and IGF2BP2.

  t2d icelandic population tcf7l2 genome-wide linkage candidate-gene

• Public health genomics approach to type 2 diabetes.

  PMID 18971439 · PMC2570384 · Diabetes · 2008 · 7 claims · 3 setups

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  Combining GWAS-discovered genetic variants provides only weak predictive ability for type 2 diabetes and adds little beyond established clinical risk factors (age, sex, BMI).

  population-based white genetic genotyping systematic

• 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

• Assessment of serum proteomics to detect large colon adenomas.

  PMID 18708413 · PMC2561171 · Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2008 · 7 claims · 1 setups

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  In the primary, pre-specified blinded validation analysis, the serum proteomics (ProteomeQuest) model showed no significant discrimination between large adenoma and normal subjects (accuracy 51%).

  serum serum

• Reverse Engineering of the Pediatric Sepsis Regulatory Network and Identification of Master Regulators.

  PMID 34680414 · PMC8533457 · Biomedicines · 2021 · 7 claims · 8 setups

  Has reproduction · 67

  A set of 15 TFs was identified as sepsis-specific master regulators of pediatric sepsis, dividing into two non-overlapping clusters.

  blood cd4+ pbmc regulons microarray differential master

• Bench-to-bedside review: fulfilling promises of the Human Genome Project.

  PMID 12133180 · PMC137447 · Critical care (London, England) · 2002 · 8 claims · 4 setups

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  Most common diseases and many drug responses are influenced by inherited genetic variation

  haemophilus genome septic genomic whole-genome snp large-scale

• Haplotype analysis of common variants in the BRCA1 gene and risk of sporadic breast cancer.

  PMID 15743496 · PMC1064127 · Breast cancer research : BCR · 2005 · 7 claims · 5 setups

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  A common BRCA1 haplotype (haplotype 2, C A G G) is associated with a modest increase in sporadic breast cancer risk

  individuals nested same nurses whole-gene snp statistical