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).

• Bridging cancer cell-intrinsic driver genes and -extrinsic cell-cell communication with Driver2Comm.

  PMID 41701761 · PMC12928580 · PLoS computational biology · 2026 · 8 claims · 5 setups

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  Driver2Comm is a computational framework that identifies intrinsic-extrinsic (IE) pathways functionally connecting cancer cell driver genes with their associated CCC signatures in the TME using single-cell transcriptomics data.

  pdac genes tcga single-cell copy fisher's

• Differential cell signaling testing for cell-cell communication inference from single-cell data by dominoSignal.

  PMID 41746282 · PMC12998610 · Bioinformatics (Oxford, England) · 2026 · 8 claims · 5 setups

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  dominoSignal extends the Domino algorithm to enable statistical testing of differential cell-cell signaling between experimental conditions.

  single-cell simulated pdac per-sample single-cell simulation cell-cell

• DeCAF defines clinical fibroblast subtypes and multidimensional tumor-stroma crosstalk shaping prognosis and immunotherapy response.

  PMID 41707654 · PMC12923980 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  DeCAF is a single-sample kTSP classifier using 9 TSP gene pairs that predicts proCAF vs restCAF subtypes from bulk expression data

  pdac cptac external elyada-sc bulk single-sample classifier

• Patient-derived orthotopic xenograft models recapitulate the peritoneal dissemination of pancreatic cancer and delineate its transcriptional and regulatory programs.

  PMID 41673768 · PMC12998334 · Journal of experimental & clinical cancer research : CR · 2026 · 6 claims · 8 setups

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  Organoids derived from malignant effusions of PDAC patients reproducibly generate peritoneal metastases after orthotopic implantation into the pancreas of immunodeficient mice

  pdac organoids frozen pdox orthotopic single-nucleus single-cell

• Estrogen Production in Pancreatic Cancer Shapes a Tumor-Suppressive Stromal Microenvironment.

  PMID 41258799 · PMC12862343 · Cancer research · 2026 · 8 claims · 6 setups

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  Serum levels of stromal biomarkers associated with favorable outcomes were significantly higher in female patients with PDAC than in male patients

  pdac pdx magnetic bioinformatic single-nucleus

• Construction of a SEMA3 family-based model to predict prognosis and molecular subtypes in pancreatic ductal adenocarcinoma.

  PMID 41792569 · PMC13079247 · Discover oncology · 2026 · 8 claims · 8 setups

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  SEMA3 family expression defines two molecular subtypes (A and B) of PDAC with significantly different overall survival

  pdac bulk ssgsea differential

• 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

• Multimodal profiling of pancreatic cancer reveals a TIMP-1-dominated secretory profile determining pro-tumor immunoinstruction in human cancers.

  PMID 41564862 · PMC12866174 · Cell reports. Medicine · 2026 · 8 claims · 8 setups

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  A 19-factor cancer-immunoinstructive secretory signature (CISS) is present across multiple human cancers and correlates with pro-tumorigenic tumor microenvironments and poor patient survival.

  pancreatic kpc pdac tcga-paad rna-seq bulk proteomics