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).

• Replication of association between schizophrenia and ZNF804A in the Irish Case-Control Study of Schizophrenia sample.

  PMID 19844207 · PMC2797562 · Molecular psychiatry · 2010 · 8 claims · 7 setups

  Full-text index only

  rs1344706 in ZNF804A is associated with schizophrenia in the Irish ICCSS sample, replicating the original Cardiff finding

  irish iccss postmortem genomic snp haplotype logistic

• Autophagy gene variant IRGM -261T contributes to protection from tuberculosis caused by Mycobacterium tuberculosis but not by M. africanum strains.

  PMID 19750224 · PMC2735778 · PLoS pathogens · 2009 · 7 claims · 5 setups

  Full-text index only

  The IRGM −261TT genotype is negatively associated with (protective against) pulmonary TB caused by M. tuberculosis

  pulmonary tuberculosis reporter genotyped case-control gene spoligotyping

• Relation of candidate genes that encode for endothelial function to migraine and stroke: the Stroke Prevention in Young Women study.

  PMID 19661472 · PMC2753702 · Stroke · 2009 · 8 claims · 6 setups

  Full-text index only

  EDN SNP rs1800542 is associated with increased ischemic stroke risk in Caucasian women

  international spyw candidate haplotype population

• Identification of a pediatric acute hypoxemic respiratory failure signature in peripheral blood leukocytes at 24 hours post-ICU admission with machine learning.

  PMID 37009294 · PMC10063855 · Frontiers in pediatrics · 2023 · 7 claims · 5 setups

  Full-text index only

  A machine learning stability selection approach (bootstrapped logistic regression, 100 simulations) can identify genes associated with PaO2/FiO2 < 200 vs ≥200 when standard differential expression with FDR correction shows no overlap between cohorts.

  pediatric combined top-ranked whole-blood machine pathway

• Protocol for quantifying interaction patterns among genomic alterations in cancer.

  PMID 41686643 · PMC12915222 · STAR protocols · 2026 · 6 claims · 5 setups

  Full-text index only

  Background-aware permutation strategies that constrain permutation per gene and per sample enable robust, scalable inference of condition-specific (context-aware) genetic interactions across cancer cohorts

  msk-met somatic copy-number binary

• Somatic mutations of KIT in familial testicular germ cell tumours.

  PMID 15150569 · PMC2410291 · British journal of cancer · 2004 · 6 claims · 3 setups

  Full-text index only

  No germline KIT mutations were found in constitutional DNA from 240 familial TGCT pedigrees

  blood ffpe familial csge direct contingency

• Nicotinamide N-methyl transferase (NNMT) gene polymorphisms and risk for spina bifida.

  PMID 18553462 · PMC2630518 · Birth defects research. Part A, Clinical and molecular teratology · 2008 · 7 claims · 3 setups

  Full-text index only

  NNMT was identified in a genome-wide linkage scan (Souto et al., 2005) as an important regulator of plasma homocysteine concentration in a Spanish population.

  infants infant same snp case-control haplotype

• 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

• Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics.

  PMID 31918046 · PMC6992905 · iScience · 2020 · 8 claims · 8 setups

  Has reproduction · 96

  Assembled the largest reference blood gene expression profiling (GEP) dataset for AML to date: 12,029 samples from 105 studies across three platforms.

  peripheral datasets hg-u133 disjoint bulk machine deep

• Distinct lncRNA transcriptional fingerprints characterize progressive stages of multiple myeloma.

  PMID 26895470 · PMC4924754 · Oncotarget · 2016 · 8 claims · 8 setups

  Has reproduction · 36

  160 lncRNAs are differentially expressed between normal plasma cells and MGUS, SMM, MM, or PCL patients, with 31 lncRNAs shared across at least three comparisons

  bone gene plasma normal microarray custom unsupervised

• Automatic discovery of 100-miRNA signature for cancer classification using ensemble feature selection.

  PMID 31533612 · PMC6751684 · BMC bioinformatics · 2019 · 8 claims · 6 setups

  Has reproduction · 69

  An ensemble feature selection strategy using consensus of feature relevance across 8 classifier types identifies a 100-miRNA signature from a 1046-feature TCGA dataset

  tcga geo mirnas mirna feature bibliographic

• COVID-19 lung disease shares driver AT2 cytopathic features with Idiopathic pulmonary fibrosis.

  PMID 35870428 · PMC9297827 · EBioMedicine · 2022 · 8 claims · 8 setups

  Has reproduction · 85

  COVID-19 lung disease resembles IPF at a fundamental level, recapitulating ViP/IPF gene expression patterns, an IL15-centric cytokine storm, and AT2 cytopathic changes (injury, DNA damage, transient progenitor-state arrest, senescence/SASP).

  lung covid-19 interaction pre-clinical composite single-cell kaplan-meier

• ddRAD-seq reveals the genetic structure and detects signals of selection in Italian brown trout.

  PMID 35100964 · PMC8805291 · Genetics, selection, evolution : GSE · 2022 · 7 claims · 9 setups

  Has reproduction · 87

  Italian brown trout populations are genetically differentiated but show strong admixture from stocking practices, especially with the Atlantic lineage.

  brown snp subset salmo ddrad-seq admixture newhybrids

• AI-assisted discovery of an ethnicity-influenced driver of cell transformation in esophageal and gastroesophageal junction adenocarcinomas.

  PMID 36134663 · PMC9675486 · JCI insight · 2022 · 8 claims · 8 setups

  Has reproduction · 84

  An AI-guided Boolean network approach (BoNE) models transcriptomic continuum states of normal esophagus, BE, and EAC to derive classifier gene signatures

  gene keratinocyte-derived ffpe spt6-depleted boolean rna-seq immunohistochemistry

• Construction and Validation of an Immune Infiltration-Related Gene Signature for the Prediction of Prognosis and Therapeutic Response in Breast Cancer.

  PMID 33986754 · PMC8110914 · Frontiers in immunology · 2021 · 7 claims · 8 setups

  Has reproduction · 51

  A higher immune infiltration-related risk score (IRS) indicates worse prognosis and lower sensitivity to immunotherapy in breast cancer patients

  tcga candidate cancer univariate weighted lasso

• Analytical code sharing practices in biomedical research.

  PMID 38983240 · PMC11232620 · PeerJ. Computer science · 2024 · 8 claims · 4 setups

  Has reproduction · 92

  Nearly half (49.9%) of 453 examined biomedical manuscripts failed to share the analytical code used to generate their results

  biomedical manuscripts journals subset bibliometric chi-square odds

• Liver-specific paraoxonase-1 alleviates regulatory T cell-driven immunosuppression via metabolic reprogramming in hepatocellular carcinoma.

  PMID 41387425 · PMC12701056 · Nature communications · 2025 · 8 claims · 8 setups

  Has reproduction · 66

  PON1 expression is downregulated in HCC tumor tissue and low PON1 is associated with worse prognosis

  hcc paired hepa1-6 pon1-nc bioinformatic immunohistochemistry orthotopic

• Inference of Subpathway Activity Profiles Reveals Metabolism Abnormal Subpathway Regions in Glioblastoma Multiforme.

  PMID 33072547 · PMC7533644 · Frontiers in oncology · 2020 · 8 claims · 7 setups

  Has reproduction · 89

  A GSVA-based method for constructing a metabolic subpathway activity score matrix accurately identifies abnormal GBM metabolic targets

  metabolic gbm tcga u87-mg k-clique gsva-based survival

• Identification of the shared hub gene signatures and molecular mechanisms between HIV-1 and pulmonary arterial hypertension.

  PMID 38528047 · PMC10963360 · Scientific reports · 2024 · 6 claims · 8 setups

  Has reproduction · 71

  109 shared genes were identified between HIV-1- and PAH-associated WGCNA modules

  pbmc shared hub pbmcs weighted kegg differential

• Deubiquitination enzyme USP35 negatively regulates MAVS signaling to inhibit anti-tumor immunity.

  PMID 40016186 · PMC11868397 · Cell death & disease · 2025 · 8 claims · 8 setups

  Has reproduction · 81

  USP35 interacts with MAVS and removes its K63-linked polyubiquitin chains, inhibiting viral-induced MAVS-TBK1-IRF3 activation and downstream inflammatory gene expression

  tumor melanoma tcga-skcm hek293t bioinformatics geo kaplan-meier