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).

• Understanding genetic epidemiologic association studies Part 1: fundamentals.

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

  Full-text index only

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

  familial study genome-wide candidate high-throughput

• Risk of pancreatic cancer in families with Lynch syndrome.

  PMID 19861671 · PMC4091624 · JAMA · 2009 · 7 claims · 3 setups

  Full-text index only

  Families with germline MMR gene mutations (Lynch Syndrome) have an 8.6-fold increased risk of pancreatic cancer compared to the general U.S. population.

  individuals extracted same modified germline proportional

• A comparison of classification methods for predicting Chronic Fatigue Syndrome based on genetic data.

  PMID 19772600 · PMC2765429 · Journal of translational medicine · 2009 · 7 claims · 3 setups

  Full-text index only

  The naive Bayes model with the wrapper-based feature selection approach performed best among all predictive models tested for distinguishing CFS from controls.

  subjects naive svm c4.5

• Developmental hematopoietic stem cell variation explains clonal hematopoiesis later in life.

  PMID 39592593 · PMC11599844 · Nature communications · 2024 · 8 claims · 2 setups

  Has reproduction · 90

  Weak selection conferred by HSC variation created before birth can reliably yield clonal hematopoiesis later in life, demonstrated via shared prenatal circulation of monozygotic (MZ) twins.

  blood simulated fluctuating single-cell

• 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

• Causes of early-onset type 1 diabetes: toward data-driven environmental approaches.

  PMID 19075294 · PMC2605242 · The Journal of experimental medicine · 2008 · 8 claims · 1 setups

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  Serum metabolite profiling reveals metabolic changes that precede islet autoantibody appearance and predict which children will develop T1D

  children serum

• 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

• 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

• The Multi-State Epigenetic Pacemaker enables the identification of combinations of factors that influence DNA methylation.

  PMID 39549198 · PMC11979089 · GeroScience · 2025 · 9 claims · 2 setups

  Has reproduction · 54

  The Multi-State Epigenetic Pacemaker (MSEPM) can accurately model multiple methylation-associated factors (e.g., age, sex, cell-type) simultaneously.

  blood simulated methylation simulation

• Survival analysis with high-dimensional covariates.

  PMID 19654171 · PMC4806549 · Statistical methods in medical research · 2010 · 8 claims · 1 setups

  Full-text index only

  The classical Cox proportional hazards model cannot be fit when p >> n because the partial likelihood maximizer is not unique and the matrix X^T A X is singular in the IRLS procedure

  renal gene

• Studying gene-behavior interactions: summary of recommendations.

  PMID 19037222 · PMC2719886 · Obesity (Silver Spring, Md.) · 2008 · 7 claims · 2 setups

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  A gene's main effect on a trait must be distinguished from its effects via interaction with behavioral or environmental perturbations

  population genetic gene-by-physical

• Disentangling the causal relationship between rabbit growth and cecal microbiota through structural equation models.

  PMID 36536288 · PMC9762025 · Genetics, selection, evolution : GSE · 2022 · 8 claims · 4 setups

  Has reproduction · 93

  Structural equation models can decompose the total genetic effect on a production trait into a direct host genetic effect and an indirect effect exerted through the microbiota.

  rabbits cecal host bayesian 16s snp

• Emergent dynamics of underlying regulatory network links EMT and androgen receptor-dependent resistance in prostate cancer.

  PMID 36851919 · PMC9957767 · Computational and structural biotechnology journal · 2023 · 8 claims · 7 setups

  Has reproduction · 78

  Simulations of the EMT-AR crosstalk network reveal four possible phenotypes: epithelial-sensitive (ES), epithelial-resistant (ER), mesenchymal-resistant (MR), and mesenchymal-sensitive (MS), with MS occurring rarely

  gene racipe clinical tcga racipe influence principal

• Molecular Biomarker of Drug Resistance Developed From Patient-Derived Organoids Predicts Survival of Colorectal Cancer Patients.

  PMID 35425715 · PMC9004628 · Frontiers in oncology · 2022 · 8 claims · 7 setups

  Has reproduction · 53

  Patient-derived colorectal cancer organoids (CRCOs) can be established from surgical CRC tissue with an 82% success rate (41/50)

  crc colorectal crcos crco organoid drug bulk

• Differential Infiltration of Key Immune T-Cell Populations Across Malignancies Varying by Immunogenic Potential and the Likelihood of Response to Immunotherapy.

  PMID 39682743 · PMC11640164 · Cells · 2024 · 8 claims · 5 setups

  Has reproduction

  Estimated T-cell infiltration differs significantly across melanoma, bladder, ovarian, and pancreatic cancers, tracking known immunogenic potential.

  tumor melanoma orien bulk gene kaplan-meier

• An informatics research platform to make public gene expression time-course datasets reusable for more scientific discoveries.

  PMID 33247935 · PMC7698665 · Database : the journal of biological databases and curation · 2020 · 8 claims · 6 setups

  Has reproduction · 75

  GETc enables discovery and visualization of time-course gene expression data and analytical results from GEO

  geo time-course researcher filtered regular metamap ode-based

• Phenotypic characteristics of colo-rectal cancer in I1307K APC germline mutation carriers compared with sporadic cases.

  PMID 11720476 · PMC2375261 · British journal of cancer · 2001 · 8 claims · 5 setups

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  I1307K APC germline mutation carriers were identified in 28 of 307 (9.1%) unselected Israeli CRC patients

  genomic pcr unselected i1307k mutation sequencing clinical

• beta- Catenin mutations and aberrant nuclear expression during endometrial tumorigenesis.

  PMID 11161379 · PMC2363713 · British journal of cancer · 2001 · 7 claims · 4 setups

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  Cell membrane β-catenin immunoreactivity shows a stepwise decrease from normal endometrium, through atypical hyperplasia, to grade 3 carcinoma.

  endometrial immunohistochemistry rt-pcr pcr

• 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