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).

• Mutually exclusive teams-like patterns of gene regulation characterize phenotypic heterogeneity along the noradrenergic-mesenchymal axis in neuroblastoma.

  PMID 38230570 · PMC10795782 · Cancer biology & therapy · 2024 · 8 claims · 6 setups

  Has reproduction · 87

  NOR-specific and MES-specific gene expression patterns are largely mutually exclusive, exhibiting a teams-like behavior across multiple bulk NB transcriptomic datasets

  lines bulk single-cell housekeeping bulk pca single-sample

• Establishment of a canine urothelial carcinoma-derived organoid biobank: A platform for comparative and translational research.

  PMID 41889014 · PMC13140855 · Clinical and translational medicine · 2026 · 8 claims · 6 setups

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  Canine urothelial carcinoma closely resembles human muscle-invasive bladder cancer in histopathology, molecular features, biological behavior, metastatic patterns, therapeutic response, and clinical outcome

  canine matched paired urine immunohistochemistry bulk single-nuclei

• Multi-omics evaluation of cell lines as models for metastatic prostate cancer.

  PMID 41876625 · PMC13171877 · Communications biology · 2026 · 8 claims · 8 setups

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  Substantial genomic differences exist between metastatic prostate cancer patient samples and prostate cancer cell lines, including hotspot mutations largely absent from cell lines.

  prostate metastatic su2c tcga somatic copy bulk

• Distinct tumor genomic signatures underlie canine macrophage polarization.

  PMID 42030266 · PMC13108725 · PloS one · 2026 · 8 claims · 8 setups

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  Canine cancer cell lines show marked heterogeneity in macrophage polarization capacity, largely independent of histologic tumor type

  monocyte-derived canine dh82 rna-seq elisa 13-plex bulk

• Analysis of the Hypoxic Response in a Mouse Cortical Collecting Duct-Derived Cell Line Suggests That Esrra Is Partially Involved in Hif1α-Mediated Hypoxia-Inducible Gene Expression in mCCD(cl1) Cells.

  PMID 35806266 · PMC9267015 · International journal of molecular sciences · 2022 · 8 claims · 7 setups

  Has reproduction · 76

  mCCD cl1 cells mount a broad transcriptional response to 24 h hypoxia (0.2% O2), with 3086 genes differentially expressed

  mccd lines bulk rt-qpcr western

• Activity of distinct growth factor receptor network components in breast tumors uncovers two biologically relevant subtypes.

  PMID 28446242 · PMC5406893 · Genome medicine · 2017 · 8 claims · 7 setups

  Has reproduction · 92

  Application of GFRN pathway signatures to breast tumor gene expression data identifies two discrete phenotypes: a 'survival phenotype' (concordant activation of HER2, IGF1R, AKT) and a 'growth phenotype' (concordant activation of EGFR, KRAS(G12V), RAF1, BAD)

  mammary tcga icbp43 hmecs rna-sequencing assign western

• Comprehensive analysis of peroxisome proliferator-activated receptors to predict the drug resistance, immune microenvironment, and prognosis in stomach adenocarcinomas.

  PMID 38529307 · PMC10962337 · PeerJ · 2024 · 8 claims · 8 setups

  Has reproduction · 58

  PPARA, PPARD and PPARG are more abnormally expressed in STAD samples and cell lines compared to most of 32 cancer types in TCGA

  cancer tcga-stad stomach ges1 rna-seq pearson gsva

• Characterizing Response to PARP Inhibitor Treatment Combinations in Advanced Prostate Cancer.

  PMID 42193276 · PMC13203762 · Biomedicines · 2026 · 8 claims · 8 setups

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  PARPi + ARPi combinations are effective in ARPi-sensitive (C4-2B) and ARPi-resistant (AbiR, MDVR) prostate cancer models, but provide the greatest benefit in ARPi-sensitive cells

  c4-2b cck-8 morphology western

• Clustering and machine learning-based integration identify cancer associated fibroblasts genes' signature in head and neck squamous cell carcinoma.

  PMID 37065499 · PMC10098459 · Frontiers in genetics · 2023 · 8 claims · 8 setups

  Has reproduction · 63

  Clustering of 31 CAFs genes across 868 HNSCC samples identifies two distinct molecular patterns (C1, C2) with different survival outcomes

  hnscc combined gse164690 tcga-hnsc ssgsea unsupervised immune

• Differential bone morphology and hypoxia activity in skeletal metastases of ER(+) and ER(-) breast cancer.

  PMID 39572705 · PMC11582807 · Communications biology · 2024 · 8 claims · 8 setups

  Has reproduction · 68

  ER− MDA-MB-231 breast cancer forms more osteolytic bone metastases than ER+ MCF-7 breast cancer

  mcf-7 breast bone tumor-free immunofluorescence co-culture rna-seq

• RUVBL1 and RUVBL2 are druggable MYC effector regulators in neuroblastoma cells.

  PMID 41940329 · PMC13049659 · iScience · 2026 · 8 claims · 8 setups

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  RUVBL1 and RUVBL2 target gene sets are significantly depleted in MYCN-driven NB mouse tumors treated with ATR inhibitors (elimusertib, ceralasertib)

  th-mycn neuroblastoma clb-bar clb-ga rna-seq gene western

• Systematic design of combination therapy by targeting master regulators of coexisting diffuse midline glioma cell states.

  PMID 42020604 · PMC13175895 · Nature genetics · 2026 · 8 claims · 6 setups

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  A generalizable, network-based framework was established to systematically identify combination therapies targeting complementary coexisting tumor cell states

  malignant eight patient-derived dmg single-cell pooled plate-seq

• Constructing an APOBEC-related gene signature with predictive value in the overall survival and therapeutic sensitivity in lung adenocarcinoma.

  PMID 37954334 · PMC10637964 · Heliyon · 2023 · 8 claims · 8 setups

  Has reproduction · 88

  APOBEC family genes are differentially expressed across cancer types and tissues, with APOBEC3B being the most aberrantly upregulated gene in most cancers including LUAD

  tcga tcga-luad beas-2b rna-seq somatic gene

• 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

• Multi-omics analyses related to unfolded protein response in prostate cancer implicate pro-tumor role of IFRD1.

  PMID 41694360 · PMC12894258 · Frontiers in immunology · 2026 · 8 claims · 8 setups

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  Luminal prostate epithelial cells, especially the LE-KLK3 subpopulation, show elevated UPR activity compared to other cell types

  pca tcga-prad external scrna-seq bulk immune

• Ectopic CD11c Drives SMAD3-Mediated Aberrant Antigen Presentation and Epithelial-Mesenchymal Transition in Esophageal Squamous Cell Carcinoma.

  PMID 41799568 · PMC12963642 · Cancer communications (London, England) · 2026 · 8 claims · 13 setups

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  An ESCC epithelial cell subcluster with ectopic CD11c (ITGAX) expression, found in both mice and humans, exhibits concurrent impaired antigen presentation and EMT phenotypes

  4-nqo-induced escc esophageal lung multiplex flow whole-genome

• Dissecting the immunosuppressive microenvironment of LAMA3 + malignant cells and SPP1 + macrophages in esophageal squamous cell carcinoma using single-cell and spatial transcriptomics.

  PMID 41845425 · PMC13104401 · Journal of translational medicine · 2026 · 8 claims · 8 setups

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  A LAMA3+ epithelial subpopulation (C3) enriched at the invasive tumor front shows strong EMT signatures and is associated with poor prognosis

  escc epithelial scrna-seq tcga-escc scrna-seq spatial infercnv

• MetaScreener: a robust dual-mode framework for directional prioritization of actionable signatures through multi-dataset and multi-approach integration.

  PMID 41845481 · PMC13107662 · Journal of translational medicine · 2026 · 8 claims · 7 setups

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  MetaScreener is a dual-mode framework (DiffMetaScreener for discrete labels, CorMetaScreener for continuous variables) integrating over 4,000 analysis pipelines to compute activation/inhibition directionality indices (ADI/IDI/DI) for gene signatures

  crc independent ctrp rko differential robustness single-cell

• KRT15 identified by scRNA-Seq and machine learning as stemness regulator and prognostic biomarker in ESCC.

  PMID 41907411 · PMC13018899 · iScience · 2026 · 8 claims · 8 setups

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  A malignant epithelial subpopulation (Cluster 0) with the highest CytoTRACE stemness potential and highest EMT activity exists in ESCC scRNA-seq data

  escc degs eca109 kyse180 scrna-seq machine immunohistochemistry

• Podoplanin-defined tumour plasticity and CCR7-mediated lymphatic metastasis in triple-negative breast cancer.

  PMID 41957138 · PMC13226698 · British journal of cancer · 2026 · 8 claims · 8 setups

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  A PDPN-defined tumour cell mesenchymal shift, promoted by hypoxia, is required for efficient CCR7-driven lymphatic metastasis and tumour progression

  eo771 c57bl tnbc tumour proliferation tumour flow