ArticleCancer research2023
Spatially Resolved Single-Cell Assessment of Pancreatic Cancer Expression Subtypes Reveals Co-expressor Phenotypes and Extensive Intratumoral Heterogeneity.
Article in Cancer research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 72 papers.
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Who cites it
72 citing papers in PubMed, 85 citations in OpenAlex.
- Gemcitabine and nab-paclitaxel with or without the VDR agonist paricalcitol for metastatic pancreatic cancer: a randomized, multiarm, run-in phase trial.Nature cancer · 2026Trial
- Basal Marker ΔNp63α Is Enriched in Pancreatic Cancer Metastases but Not in Primary Tumors Post-Chemotherapy.Cancer medicine · 2026Article
- Developmental and MAPK-responsive transcription factors regulate distinct malignant cell states and associated genetic dependencies in pancreatic cancer.Nature genetics · 2026Article
- Transcriptome-Based Classification of Resected Pancreatic Ductal Adenocarcinoma Enhances Prognostic Modelling Accuracy of Overall Survival Following Adjuvant Treatment.International journal of cancer · 2026Article
- Review
- Dual-oxygen pancreatic cancer organoids recapitulate basal-classical heterogeneity validated by spatial transcriptomics.British journal of cancer · 2026Article
- Oncogenic Kras targeting with MRTX1133 or Daraxonrasib specifically synergize with anti-CTLA4 to promote anti-tumor immunity in pancreatic cancer.Nature communications · 2026Article
- LSD1-GLS2 axis drives subtype-specific chemoresistance in pancreatic cancer through glutaminolysis reprogramming.Cell death & disease · 2026Article
- The basal cell state maintains pancreatic cancers by controlling an immunosuppressive circuit.bioRxiv : the preprint server for biology · 2026Article
- Review
- AI-Powered Deep Visual Proteomics Reveals Critical Molecular Transitions in Pancreatic Cancer Precursors.Cancer discovery · 2026Article
- Network divergence analysis identifies adaptive gene modules and two orthogonal vulnerability axes in pancreatic cancer.Molecular oncology · 2026Article
- Mitochondrial-Localized Keratin 17 Promotes Chemoresistance in Basal-like Pancreatic Cancer.Cancer research · 2026Article
- Barettin Suppresses Pancreatic Ductal Adenocarcinoma Proliferation via Topoisomerase IIα Inhibition.Marine drugs · 2026Article
- Rapid autofluorescence based 3D optical imaging of the pancreatic cancer milieu at mesoscopic scale - stain-free volumetric segmentation.Scientific reports · 2026Article
- A convergent uPAR-positive tumor ecosystem creates broad vulnerability to CAR T cell therapy.Cell · 2026Article
- Pancreatic cancer.Nature reviews. Disease primers · 2026Review
- Spatially-resolved subtype progression reveals metabolic vulnerabilities in pancreatic ductal adenocarcinoma.Molecular cancer · 2026Article
- Article
- Combined targeted and epigenetic-based therapy enhances antitumor immunity by stabilizing GATA6-dependent MHCI expression in pancreatic ductal adenocarcinoma.Nature communications · 2026Article
12 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
39 authors at 8 institutions in 2 countries.
Funding
Abstract
Pancreatic ductal adenocarcinoma (PDAC) has been classified into classical and basal-like transcriptional subtypes by bulk RNA measurements. However, recent work has uncovered greater complexity to transcriptional subtypes than was initially appreciated using bulk RNA expression profiling. To provide a deeper understanding of PDAC subtypes, we developed a multiplex immunofluorescence (mIF) pipeline that quantifies protein expression of six PDAC subtype markers (CLDN18.2, TFF1, GATA6, KRT17, KRT5, and S100A2) and permits spatially resolved, single-cell interrogation of pancreatic tumors from resection specimens and core needle biopsies. Both primary and metastatic tumors displayed striking intratumoral subtype heterogeneity that was associated with patient outcomes, existed at the scale of individual glands, and was significantly reduced in patient-derived organoid cultures. Tumor cells co-expressing classical and basal markers were present in > 90% of tumors, existed on a basal-classical polarization continuum, and were enriched in tumors containing a greater admixture of basal and classical cell populations. Cell-cell neighbor analyses within tumor glands further suggested that co-expressor cells may represent an intermediate state between expression subtype poles. The extensive intratumoral heterogeneity identified through this clinically applicable mIF pipeline may inform prognosis and treatment selection for patients with PDAC. SIGNIFICANCE: A high-throughput pipeline using multiplex immunofluorescence in pancreatic cancer reveals striking expression subtype intratumoral heterogeneity with implications for therapy selection and identifies co-expressor cells that may serve as intermediates during subtype switching.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.