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).

• The oncogene AAMDC links PI3K-AKT-mTOR signaling with metabolic reprograming in estrogen receptor-positive breast cancer.

  PMID 33772001 · PMC7998036 · Nature communications · 2021 · 8 claims · 8 setups

  Has reproduction · 85

  AAMDC is an amplified/overexpressed oncogene in a subgroup of ER-positive breast cancers (IntClust2) associated with poor prognosis

  breast luminal sum52pe t-47d immunohistochemistry fluorescence qrt-pcr

• YAP1 Dysfunction Promotes Molecular Properties Linked to Breast Cancer Susceptibility.

  PMID 41431390 · PMC13040214 · Cancer prevention research (Philadelphia, Pa.) · 2026 · 7 claims · 8 setups

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  YAP1 nuclear localization and mRNA expression significantly increase in luminal epithelial cells (LEp) with increased age and with genetic risk for breast cancer (e.g., BRCA1/2 mutation carriers)

  breast hmec post-stasis 184d-p16sh ihc bulk odds

• Genomic biomarkers of immunotherapy plus chemotherapy in patients with advanced NSCLC: Insights from the phase 3 ORIENT-11 study.

  PMID 41660271 · PMC12876322 · iScience · 2026 · 8 claims · 8 setups

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  A 9-gene Immune-Chemotherapy Prediction Score (ICPscore), derived from ORIENT-11 via WGCNA and LASSO Cox regression, predicts survival benefit from ICI plus chemotherapy in advanced NSCLC

  orient-11 hub nsclc oak bulk pd-l1 wgcna

• Identification of HNPCC by molecular analysis of colorectal and endometrial tumors.

  PMID 15528786 · PMC3839268 · Disease markers · 2004 · 8 claims · 5 setups

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  The Bethesda criteria, with a few modifications, are appropriate to identify families eligible for MMR mutation genetic testing

  colorectal endometrial microsatellite immunohistochemistry germline

• Discovery and Evaluation of Biomarkers for Triple-Negative Breast Cancer Subtypes Uncovers Patient Stratification and Targeted Therapeutic Strategies.

  PMID 41671401 · PMC13176827 · Cancer research · 2026 · 7 claims · 8 setups

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  A set of basal identity genes (SMA/ACTA2, TAGLN, TPM2) defined by scRNA-seq analysis enables subclassification of TNBC into a subgroup termed true basal TNBC (tB-TNBC)

  healthy ffpe tcga i-spy2 scrna-seq immunohistochemistry bulk

• pmid-41787185

  PMID 41787185 · PMC13076703 · 8 claims · 8 setups

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  EPB41, ACP5, PPOX, RBM38, and TRIM58 were identified as prognostic genes for LUAD

  tcga-luad gse131907 clinical cibersort gsea spearman

• FRMD8 inhibits tumor metastasis in BRCA1-associated TNBC by negatively regulating tmTNF-α.

  PMID 40619383 · PMC12229025 · Cellular & molecular biology letters · 2025 · 8 claims · 8 setups

  Has reproduction · 73

  Low FRMD8 expression in BRCA1-mutant breast cancer cells significantly enhances metastatic potential to various organs

  tnbc geo breast frmd8 bulk meta-analysis single-cell

• Machine learning-based identification of an immunotherapy-related signature to enhance outcomes and immunotherapy responses in melanoma.

  PMID 39355255 · PMC11442245 · Frontiers in immunology · 2024 · 8 claims · 8 setups

  Has reproduction · 69

  66 consensus immunotherapy prognostic genes (CITPGs) were identified from the intersection of WGCNA modules, immunotherapy responder-vs-non-responder DEGs, and tumor-vs-normal DEGs

  melanoma tcga-skcm prjeb23709 microarray wgcna differential consensus

• Therapeutic synergies that overcome carboplatin resistance in triple-negative breast cancer.

  PMID 41630032 · PMC13037280 · Journal of experimental & clinical cancer research : CR · 2026 · 8 claims · 8 setups

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  Four isogenic carboplatin-resistant (CR) PDX pairs (WHIM30, BCM-2147, BCM-3887, BCM-7482) were generated via serial in vivo carboplatin exposure to model acquired resistance in TNBC

  isogenic pdx ffpe carboplatin-resistant bulk single-cell nuclear

• Identification of Four Potential Biomarkers Associated With Coronary Artery Disease in Non-diabetic Patients by Gene Co-expression Network Analysis.

  PMID 32714363 · PMC7344232 · Frontiers in genetics · 2020 · 6 claims · 6 setups

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  The midnight blue module and the yellow module play vital roles in the pathogenesis of CAD in non-diabetic patients

  pbmcs blood apoe genes microarray rt-qpcr elisa

• Spatial transcriptomics identifies differentiation, lipid metabolism, and retinoid pathway alterations in acne vulgaris.

  PMID 41657309 · PMC12892907 · JCI insight · 2026 · 8 claims · 6 setups

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  A custom KRT5-directed segmentation pipeline improves transcript assignment accuracy in the spatially complex sebaceous gland compared with standard multimodal or nuclei-expansion segmentation

  skin inflammatory tert gtrd spatial immunohistochemistry reanalysis

• 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

• VISTA drives pancreatic tumor progression through modulation of the tumor-associated macrophage polarity.

  PMID 41776161 · PMC13194722 · Nature communications · 2026 · 8 claims · 8 setups

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  VISTA deficiency significantly impairs PDAC tumor growth and prolongs survival in murine orthotopic models

  pan02 cd45+ tumor mice orthotopic pharmacological flow