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).

• Fatty acid synthesis suppresses dietary polyunsaturated fatty acid use.

  PMID 38167725 · PMC10762034 · Nature communications · 2024 · 7 claims · 8 setups

  Has reproduction · 94

  FASN activity critically determines the use/incorporation of dietary PUFA into complex lipids in mice and humans

  index nash patient-derived hek293t lipidomics 14c-acetate cycloheximide

• PI3K inhibitors protect against glucocorticoid-induced skin atrophy.

  PMID 30737086 · PMC6441871 · EBioMedicine · 2019 · 8 claims · 8 setups

  Has reproduction · 76

  Drug repurposing screen of the LINCS transcriptional signature database identified PI3K/mTOR/Akt inhibitors as the most prominent pharmacological class capable of repressing REDD1/FKBP51 expression.

  keratinocytes hacat skin ear computational rt-pcr western

• Machine learning developed an intratumor heterogeneity signature for predicting clinical outcome and immunotherapy benefit in bladder cancer.

  PMID 39100839 · PMC11291408 · Translational andrology and urology · 2024 · 8 claims · 8 setups

  Has reproduction · 40

  An integrative machine learning procedure (10 methods, 101 algorithm combinations) identified an Enet (alpha=0.2)-based intratumor heterogeneity-related signature (IRS) with the highest average C-index (0.69) across TCGA and GEO cohorts

  bladder skin bulk integrative immune

• A platelet-related signature for predicting the prognosis and immunotherapy benefit in bladder cancer based on machine learning combinations.

  PMID 39280688 · PMC11399026 · Translational andrology and urology · 2024 · 8 claims · 8 setups

  Has reproduction · 51

  An Enet (alpha=0.4) machine-learning algorithm built from 10 platelet-related genes yields the optimal platelet-related signature (PRS) for bladder cancer prognosis, with average C-index 0.73

  bladder tcga bulk univariate integrative

• Molecular and Clinical Relevance of ZBTB38 Expression Levels in Prostate Cancer.

  PMID 32365491 · PMC7281456 · Cancers · 2020 · 8 claims · 8 setups

  Has reproduction · 35

  ZBTB38 mRNA expression is significantly lower in prostate cancer than in normal/benign prostate tissue, and further reduced in metastatic versus localised tumours

  localised tcga taylor metastatic microarray rna-sequencing clinico-pathological

• Multiomic machine learning on lactylation for molecular typing and prognosis of lung adenocarcinoma.

  PMID 39856156 · PMC11760357 · Scientific reports · 2025 · 8 claims · 8 setups

  Has reproduction · 83

  Ten multiomics clustering algorithms identify two distinct lactylation cancer subtypes (CS1 and CS2) in LUAD

  tcga gse13213 gse31210 multiomics closest ssgsea

• A comprehensive resource of genomic, epigenomic and transcriptomic sequencing data for the black truffle Tuber melanosporum.

  PMID 25392735 · PMC4228822 · GigaScience · 2014 · 8 claims · 8 setups

  Has reproduction · 61

  T. melanosporum shows a high rate of cytosine methylation (>44%) that selectively targets transposable elements rather than genes, with a strong preference for CpG sites.

  tuber ectomycorrhizal melanosporum rna-seq whole-genome sequencing guided

• Machine Learning-Based Integrated Analysis of PANoptosis Patterns in Acute Myeloid Leukemia Reveals a Signature Predicting Survival and Immunotherapy.

  PMID 38322112 · PMC10846924 · International journal of clinical practice · 2024 · 8 claims · 8 setups

  Has reproduction · 71

  AML cases can be categorized into two distinct PANRG (PANoptosis-related gene) clusters with differentially expressed prognostic genes (PRDEGs)

  aml hovon cancer tcga bulk consensus machine

• Bioinformatics Analysis of the Characteristics and Correlation of m6A Methylation in Breast Cancer Progression.

  PMID 35655723 · PMC9148239 · Contrast media & molecular imaging · 2022 · 8 claims · 8 setups

  Has reproduction · 48

  Breast cancer samples can be classified into 4 m6A subtypes (quiescent, m6A methylation, protein-binding, mixed) based on Z-score median of Set1 (writer+reader) and Set2 (eraser) gene expression

  breast tcga-brca gse25066 bioinformatics survival alternative

• Negative association of endothelial nitric oxide gene polymorphism with hypertension in Turkish patients: effect of ecNOS polymorphism on left ventricular hypertrophy.

  PMID 16923191 · PMC1559722 · Cardiovascular ultrasound · 2006 · 7 claims · 4 setups

  Full-text index only

  ecNOS4a/b gene polymorphism is not associated with hypertension in Turkish patients

  genomic hypertensive clinical pcr m-mode pulsed

• Squamous morules are functionally inert elements of premalignant endometrial neoplasia.

  PMID 19180120 · PMC2633489 · Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc · 2009 · 8 claims · 5 setups

  Full-text index only

  Squamous morules are hormonally incompetent, lacking ER/PR expression and proliferative activity, unlike the glandular component

  endometrial ein microdissected morule-bearing immunohistochemistry laser retrospective

• Mesotrypsin promotes malignant growth of breast cancer cells through shedding of CD109.

  PMID 20035377 · PMC2929293 · Breast cancer research and treatment · 2010 · 8 claims · 8 setups

  Full-text index only

  Serine protease inhibitors (aprotinin, SBTI) cause morphological reversion of malignant T4-2 breast cancer cells in 3D culture, restoring acinar structure and basal polarity

  hmt-3522 organotypic quantitative lentiviral

• Comparing the utility of in vivo transposon mutagenesis approaches in yeast species to infer gene essentiality.

  PMID 32681306 · PMC7599172 · Current genetics · 2020 · 7 claims · 7 setups

  Has reproduction · 81

  A Random Forest machine-learning approach can predict gene essentiality from in vivo transposon insertion data across multiple yeast species and transposon systems

  cerevisiae pombe albicans hermes acds piggybac

• Getting it right: being smarter about clinical trials.

  PMID 16608383 · PMC1435786 · PLoS medicine · 2006 · 9 claims · 8 setups

  Full-text index only

  Bias and confounding in observational studies can produce misleading associations that are overturned by randomized trials (e.g., HRT).

  postmenopausal general patients men randomized population-based large

• Extension of type 2 diabetes genome-wide association scan results in the diabetes prevention program.

  PMID 18544707 · PMC2518503 · Diabetes · 2008 · 8 claims · 4 setups

  Full-text index only

  None of the selected GWAS-identified SNPs individually were associated with increased diabetes incidence in the DPP cohort

  dpp snp cox oral

• Novel integrative genomics strategies to identify genes for complex traits.

  PMID 16886998 · PMC2367618 · Animal genetics · 2006 · 8 claims · 7 setups

  Full-text index only

  Forward genetics is restricted to genes harboring mutations, systematically missing network genes that causally influence disease without themselves being mutated.

  bxd mice bxh alox5 qtl knockout linkage