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).

• Association between cyclo-oxygenase-2 overexpression and missense p53 mutations in gastric cancer.

  PMID 11161397 · PMC2363738 · British journal of cancer · 2001 · 8 claims · 4 setups

  Full-text index only

  p53 missense mutation is associated with COX-2 overexpression in gastric cancer

  gastric sscp-shifted immunohistochemistry pcr-sscp direct

• Association of polymorphisms in cyclooxygenase (COX)-2 with coronary and carotid calcium in the Diabetes Heart Study.

  PMID 18768181 · PMC2699582 · Atherosclerosis · 2009 · 8 claims · 6 setups

  Full-text index only

  COX-2 promoter SNP rs689466 is associated with lower coronary calcified plaque (CorCP)

  whole-blood-derived subjects dhs unrelated snp coronary carotid

• Alternative polyadenylation of cyclooxygenase-2.

  PMID 15872218 · PMC1088970 · Nucleic acids research · 2005 · 8 claims · 5 setups

  Full-text index only

  The human COX-2 gene undergoes alternative polyadenylation using proximal and distal polyadenylation signals

  cox-2 ht29 hela bioinformatics western rnase

• Relationship between cyclooxygenase 8473T>C polymorphism and the risk of lung cancer: a case-control study.

  PMID 16542464 · PMC1468421 · BMC cancer · 2006 · 8 claims · 4 setups

  Full-text index only

  The COX-2 8473T>C genotype distribution did not differ significantly between overall lung cancer cases and controls.

  peripheral selected lung pcr-based sequencing questionnaire-based

• Integrated drug resistance and leukemic stemness gene-expression scores predict outcomes in large cohort of over 3500 AML patients from 10 trials.

  PMID 39090192 · PMC11294346 · NPJ precision oncology · 2024 · 7 claims · 6 setups

  Has reproduction · 50

  A 5-gene ADE-Resistance Score (ADE-RS5), derived via LASSO regression from 67 pharmacologically relevant genes, predicts MRD positivity, EFS and OS in pediatric AML.

  pediatric combined lasso gene-expression-based integrated

• Computationally scalable regression modeling for ultrahigh-dimensional omics data with ParProx.

  PMID 34254998 · PMC8575036 · Briefings in bioinformatics · 2021 · 6 claims · 4 setups

  Has reproduction · 79

  ParProx implements overlapping and non-overlapping (latent) group lasso regression for time-to-event (Cox) and classification (logistic) analysis with variables grouped by biological priors.

  tcga breast liver synthetic somatic gene methylation-based

• Slowly progressive encephalopathy with hearing loss due to a mutation in the mtDNA tRNA(Leu(CUN)) gene.

  PMID 20022607 · PMC3891822 · Journal of the neurological sciences · 2010 · 8 claims · 7 setups

  Full-text index only

  The heteroplasmic m.12276G>A mtDNA tRNA Leu(CUN) mutation causes a childhood-onset, slowly progressive encephalopathy with ataxia, cognitive impairment, dyspraxia, and sensorineural hearing loss

  skeletal muscle genomic individual histochemistry biochemical direct

• Predicting survival outcomes using subsets of significant genes in prognostic marker studies with microarrays.

  PMID 16549007 · PMC1544357 · BMC bioinformatics · 2006 · 7 claims · 2 setups

  Full-text index only

  A methodology combining Cox proportional hazards models with a compound covariate, cross-validated log partial likelihood (ACVL) for predictive accuracy, and permutation-based significance testing can identify an optimal subset of significant genes for survival prediction

  simulated diffuse simulation cdna

• SignS: a parallelized, open-source, freely available, web-based tool for gene selection and molecular signatures for survival and censored data.

  PMID 18208605 · PMC2265264 · BMC bioinformatics · 2008 · 8 claims · 1 setups

  Full-text index only

  SignS is a web-based tool and R package implementing four gene-selection/signature-building methods for survival data (Dave et al., Gui and Li, random forests with conditional inference trees, and boosting with component-wise Cox models).

  microarray gene-by-gene

• Identification of a novel 10 immune-related genes signature as a prognostic biomarker panel for gastric cancer.

  PMID 34382341 · PMC8446556 · Cancer medicine · 2021 · 7 claims · 6 setups

  Has reproduction

  A 10 immune-related gene signature (BMPR1B, GHR, IL11RA, INHBB, NPR3, OBP2A, PTN, R3HDML, TAC1, TPM2) was constructed via WGCNA combined with LASSO-Cox and predicts overall survival in gastric cancer

  gastric tcga-stad microarray rna-seq immune

• Elucidating the Prognostic and Therapeutic Implications of Insulin Resistance Genes in Breast Cancer: A Machine Learning-Powered Analysis.

  PMID 40427728 · PMC12109394 · Biology · 2025 · 8 claims · 8 setups

  Has reproduction · 84

  A seven-gene insulin resistance signature (LIFR, EZR, TBC1D4, NSF, RPL5, SAA1, PGK1) yields an insulin resistance risk score (IRRS) with high predictive power for overall survival in breast cancer.

  tcga-brca metabric gse191127 triple-negative bulk prognostic neoadjuvant

• Comparative analysis of molecular signatures reveals a hybrid approach in breast cancer: Combining the Nottingham Prognostic Index with gene expressions into a hybrid signature.

  PMID 35143511 · PMC8830616 · PloS one · 2022 · 8 claims · 6 setups

  Has reproduction · 48

  A hybrid signature combining the Nottingham Prognostic Index with SIS-selected gene expressions can be built in a data-driven fashion (NPI treated as a gene expression during feature selection).

  metabric scan-b gene rna-seq feature

• Histochemical and molecular genetic study of MELAS and MERRF in Korean patients.

  PMID 11850598 · PMC3054831 · Journal of Korean medical science · 2002 · 7 claims · 5 setups

  Full-text index only

  MELAS muscle shows strongly SDH-positive blood vessels (SSVs) and many COX-positive ragged-red fibers, while MERRF muscle shows neither SSVs nor COX-positive RRFs, giving distinct histochemical staining patterns between the two diseases.

  frozen muscle extracted pcr-amplified histochemical electron pcr-rflp

• K-RAS and P53 mutations in association with COX-2 and hTERT expression and clinico-pathological status of NSCLC patients.

  PMID 18957720 · PMC3827803 · Disease markers · 2008 · 8 claims · 6 setups

  Full-text index only

  P53 mutations were identified in 34.4% of NSCLC tumours, most frequently in SCC (55.6%)

  nsclc dhplc quantitative clinical

• Bayesian survival analysis in genetic association studies.

  PMID 18617538 · PMC2530885 · Bioinformatics (Oxford, England) · 2008 · 7 claims · 5 setups

  Full-text index only

  A novel Bayesian method (BETA-Surv) extends prior case-control haplotype-clustering work to censored survival outcomes by clustering haplotypes via gene tree/perfect phylogeny topology and relative mutation age.

  simulated same sanad bayesian univariate partial

• Metabolic reprogramming and prognostic insights in molecular landscapes driven by glycolysis in ovarian cancer.

  PMID 40707588 · PMC12290113 · Scientific reports · 2025 · 7 claims · 8 setups

  Has reproduction · 77

  457 differentially expressed glycolysis-related genes were identified in ovarian cancer versus normal tissue, of which 30 are significantly associated with prognosis

  tcga-oc tcga-oc-gse26193 subtypes ov_gse154600 bulk univariate copy

• Tumor methionine metabolism drives T-cell exhaustion in hepatocellular carcinoma.

  PMID 33674593 · PMC7935900 · Nature communications · 2021 · 8 claims · 8 setups

  Has reproduction · 78

  A transcriptome-derived T-cell exhaustion score (ES) is prognostic for HCC patient survival independent of known clinical/molecular factors

  hcc-associated hcc malignant cd8+ single-cell bulk metabolomics

• Genetic analysis of completely sequenced disease-associated MHC haplotypes identifies shuffling of segments in recent human history.

  PMID 16440057 · PMC1331980 · PLoS genetics · 2006 · 7 claims · 6 setups

  Full-text index only

  Complete 4.25-Mb sequence of the QBL haplotype was determined by BAC shotgun sequencing and compared with PGF (reference) and COX haplotypes

  qbl pgf classical ceph bac comparative gene

• Genes influencing coagulation and the risk of aneurysmal subarachnoid hemorrhage, and subsequent complications of secondary cerebral ischemia and rebleeding.

  PMID 19826759 · PMC2815293 · Acta neurochirurgica · 2010 · 6 claims · 2 setups

  Full-text index only

  Carriers of the factor XIII subunit B His95Arg polymorphism have an increased risk of aneurysmal SAH

  dutch aneurysmal pcr-based clinical

• Artificial Intelligence Meets Whole Slide Images: Deep Learning Model Shapes an Immune-Hot Tumor and Guides Precision Therapy in Bladder Cancer.

  PMID 36245985 · PMC9553530 · Journal of oncology · 2022 · 6 claims · 8 setups

  Has reproduction

  A deep learning WSI cluster (three-class mini batch K-means on Inception V3 features) is associated with overall survival (P<0.001) and is an independent prognostic predictor (P=0.031) in BLCA.

  tcga-blca blca tcga deep transfer-learning neural-network