Spatially Resolved Single-Cell Assessment of Pancreatic Cancer Expression Subtypes Reveals Co-expressor Phenotypes and Extensive Intratumoral Heterogeneity

Hannah L. Williams(Dana-Farber Brigham Cancer Center), Andressa Dias Costa(Dana-Farber Brigham Cancer Center), Jinming Zhang(Dana-Farber Brigham Cancer Center), Srivatsan Raghavan(Broad Institute), Peter Winter(Broad Institute), Kevin S. Kapner(Dana-Farber Brigham Cancer Center), Scott P. Ginebaugh(Dana-Farber Brigham Cancer Center), Sara A. Väyrynen(Dana-Farber Brigham Cancer Center), Juha P. Väyrynen(Oulu University Hospital), Chen Yuan(Dana-Farber Brigham Cancer Center), Andrew W. Navia(Broad Institute), Junning Wang(Broad Institute), Annan Yang(Broad Institute), Timothy L. Bosse(Broad Institute), Radha L. Kalekar(Broad Institute), Kristen E. Lowder(Broad Institute), Mai Chan Lau(Dana-Farber Cancer Institute), Dalia Elganainy(Dana-Farber Brigham Cancer Center), Vicente Morales-Oyarvide(Dana-Farber Brigham Cancer Center), Douglas A. Rubinson(Dana-Farber Brigham Cancer Center), Harshabad Singh(Dana-Farber Brigham Cancer Center), Kimberly Perez(Dana-Farber Brigham Cancer Center), James M. Cleary(Dana-Farber Brigham Cancer Center), Thomas E. Clancy(Brigham and Women's Hospital), Jiping Wang(Broad Institute), Joseph D. Mancias(Brigham and Women's Hospital), Lauren K. Brais(Dana-Farber Brigham Cancer Center), Emma R. Hill(Dana-Farber Brigham Cancer Center), Margaret M. Kozak(Cancer Prevention Institute of California), David C. Linehan(University of Rochester Medical Center), Richard F. Dunne(University of Rochester Medical Center), Daniel T. Chang(Cancer Prevention Institute of California), Albert C. Koong(The University of Texas MD Anderson Cancer Center), Aram F. Hezel(University of Rochester Medical Center), William C. Hahn(Broad Institute), Alex K. Shalek(Broad Institute), Andrew J. Aguirre(Broad Institute), Jonathan A. Nowak(Brigham and Women's Hospital), Brian M. Wolpin(Dana-Farber Brigham Cancer Center)
Cancer Research
December 2, 2022
Cited by 89Open Access
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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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