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).

• 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

• 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

• Positive Relationships between Intraocular Pressure and Thyroid Function in Graves' Ophthalmopathy: A Three-Aspect Evidence Analysis.

  PMID 40992768 · PMC12479196 · Yonsei medical journal · 2025 · 6 claims · 4 setups

  Has reproduction · 68

  Increased thyroid function is a risk factor for elevated IOP in patients with Graves' ophthalmopathy.

  patients nhanes gtex geo retrospective cross-sectional summary-data-based

• Acetyl-coenzyme A carboxylase alpha gene variations may be associated with the direct effects of some antipsychotics on triglyceride levels.

  PMID 19846279 · PMC2784140 · Schizophrenia research · 2009 · 8 claims · 5 setups

  Full-text index only

  ACACA SNP rs2229416 was previously found significantly associated with hypertriglyceridemia in patients on H1-blocking antipsychotics

  psychiatric same antipsychotic-treated snp logistic serum

• 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 IRG prognostic signature (LIFR, EZR, TBC1D4, NSF, RPL5, SAA1, PGK1) predicts overall survival in breast cancer across training and four validation cohorts

  tcga-brca triple-negative ffpe bulk univariate kaplan-meier

• Bioinformatics methods for learning radiation-induced lung inflammation from heterogeneous retrospective and prospective data.

  PMID 19704920 · PMC2688763 · Journal of biomedicine & biotechnology · 2009 · 8 claims · 3 setups

  Full-text index only

  Kernel-based methods (e.g., SVM) can capture nonlinear dose-volume interactions relevant to predicting radiation pneumonitis

  nsclc inoperable blood retrospective prospective 3-way

• 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

• Biomarkers of lupus nephritis determined by serial urine proteomics.

  PMID 18596723 · PMC2614389 · Kidney international · 2008 · 7 claims · 6 setups

  Full-text index only

  SELDI-TOF-MS screening of the LMW urine proteome identifies protein ions that are differentially expressed across phases of the lupus nephritis flare cycle (baseline, pre-flare, flare, post-flare)

  low-molecular-weight lmw urine kidney seldi-tof-ms on-chip capillary

• 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

• 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

• Developing a novel immune infiltration-associated mitophagy prediction model for amyotrophic lateral sclerosis using bioinformatics strategies.

  PMID 38601155 · PMC11005030 · Frontiers in immunology · 2024 · 7 claims · 6 setups

  Has reproduction · 71

  An 18-gene mitophagy-related prognostic signature was identified by machine learning and used to build a prognostic risk score model for ALS.

  peripheral als lumbar bulk cibersort gsea

• p53 mutations in urinary bladder cancer.

  PMID 11384101 · PMC2363660 · British journal of cancer · 2001 · 6 claims · 5 setups

  Full-text index only

  p53 mutations are strongly associated with high-grade/high-stage bladder tumors and are nearly absent in lowly malignant tumors (Ta, G1-G2a)

  urinary tumor patients single multiplex-pcr dyedeoxy loss

• CHEK2 variants associate with hereditary prostate cancer.

  PMID 14612911 · PMC2394451 · British journal of cancer · 2003 · 8 claims · 6 setups

  Full-text index only

  CHEK2 1100delC frameshift mutation is significantly more frequent in Finnish HPC patients than in population controls

  index hpc unselected affected sscp sequencing minisequencing

• B-RAF and N-RAS mutations are preserved during short time in vitro propagation and differentially impact prognosis.

  PMID 17311103 · PMC1794595 · PloS one · 2007 · 5 claims · 4 setups

  Full-text index only

  B-RAF and N-RAS mutation status is well preserved (strongly concordant) between tumor tissue biopsies and corresponding short-term in vitro propagated cell lines.

  tumor biopsy-derived metastatic pcr direct survival

• Novel transglutaminase-1 mutations and genotype-phenotype investigations of 104 patients with autosomal recessive congenital ichthyosis in the USA.

  PMID 18948357 · PMC3044481 · Journal of medical genetics · 2009 · 8 claims · 6 setups

  Full-text index only

  TGM1 germline mutations were identified in 55% (57/104) of patients with ARCI

  arci unrelated dog direct sequence blast

• Pathways to injury in chronic pancreatitis: decoding the role of the high-risk SPINK1 N34S haplotype using meta-analysis.

  PMID 18414673 · PMC2289874 · PloS one · 2008 · 6 claims · 7 setups

  Full-text index only

  SPINK1 N34S is strongly associated with chronic pancreatitis overall

  chronic alcoholic idiopathic tropical meta-analysis genotyping publication

• Association of the MAPT locus with Parkinson's disease.

  PMID 19912324 · PMC3906622 · European journal of neurology · 2010 · 7 claims · 5 setups

  Full-text index only

  H1/H2-tagging SNPs rs1052553 (MAPT) and rs62063857 (Saitohin/STH) are significantly associated with increased risk of PD

  patients caucasian snp haplotype linkage

• Investigating the genetic association between ERAP1 and ankylosing spondylitis.

  PMID 19692350 · PMC2758148 · Human molecular genetics · 2009 · 8 claims · 8 setups

  Full-text index only

  The genetic association between ERAP1 and AS is confirmed in an independent replication cohort

  patients cases genotype comparison snp meta-analysis resequencing

• Integrated Analysis of Multiple Microarrays Based on Raw Data Identified Novel Gene Signatures in Recurrent Implantation Failure.

  PMID 35197930 · PMC8859149 · Frontiers in endocrinology · 2022 · 6 claims · 7 setups

  Has reproduction · 85

  Robust Rank Aggregation (RRA) can integrate DEG lists from multiple independent RIF microarray datasets to identify robust DEGs.

  endometrium integrated robust ppi microarray robust gene

• Expression of p73, a novel protein related to the p53 tumour suppressor p53, and apoptosis in cholangiocellular carcinoma of the liver.

  PMID 10362118 · PMC2363034 · British journal of cancer · 1999 · 7 claims · 6 setups

  Full-text index only

  p73 protein is expressed (nuclear immunostaining) in a substantial subset of cholangiocellular carcinomas

  cholangiocellular ccc lysates immunohistochemistry direct western