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Spatially Resolved Single-Cell Assessment of Pancreatic Cancer Expression Subtypes Reveals Co-expressor Phenotypes and Extensive Intratumoral Heterogeneity.
Williams, Hannah L; Dias Costa, Andressa; Zhang, Jinming; Raghavan, Srivatsan; Winter, Peter S; Kapner, Kevin S; Ginebaugh, Scott P; Väyrynen, Sara A; Väyrynen, Juha P; Yuan, Chen; Navia, Andrew W; Wang, Junning; Yang, Annan; Bosse, Timothy L; Kalekar, Radha L; Lowder, Kristen E; Lau, Mai Chan; Elganainy, Dalia; Morales-Oyarvide, Vicente; Rubinson, Douglas A; Singh, Harshabad; Perez, Kimberly; Cleary, James M; Clancy, Thomas E; Wang, Jiping; Mancias, Joseph D; Brais, Lauren K; Hill, Emma R; Kozak, Margaret M; Linehan, David C; Dunne, Richard F; Chang, Daniel T; Koong, Albert C; Hezel, Aram F; Hahn, William C; Shalek, Alex K; Aguirre, Andrew J; Nowak, Jonathan A; Wolpin, Brian M.
Afiliación
  • Williams HL; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Dias Costa A; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Zhang J; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Raghavan S; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Winter PS; Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
  • Kapner KS; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Ginebaugh SP; Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
  • Väyrynen SA; Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts.
  • Väyrynen JP; Institute for Medical Engineering and Science, Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts.
  • Yuan C; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Navia AW; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Wang J; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Yang A; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Bosse TL; Cancer and Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland.
  • Kalekar RL; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Lowder KE; Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
  • Lau MC; Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts.
  • Elganainy D; Institute for Medical Engineering and Science, Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts.
  • Morales-Oyarvide V; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Rubinson DA; Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
  • Singh H; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Perez K; Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
  • Cleary JM; Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
  • Clancy TE; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Wang J; Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
  • Mancias JD; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Brais LK; Broad Institute of MIT and Harvard, Cambridge, Massachusetts.
  • Hill ER; Department of Pathology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.
  • Kozak MM; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Linehan DC; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Dunne RF; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Chang DT; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Koong AC; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Hezel AF; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
  • Hahn WC; Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts.
  • Shalek AK; Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts.
  • Aguirre AJ; Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts.
  • Nowak JA; Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
  • Wolpin BM; Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
Cancer Res ; 83(3): 441-455, 2023 02 03.
Article en En | MEDLINE | ID: mdl-36459568
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.
Asunto(s)

Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Neoplasias Pancreáticas / Carcinoma Ductal Pancreático Límite: Humans Idioma: En Revista: Cancer Res Año: 2023 Tipo del documento: Article

Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Neoplasias Pancreáticas / Carcinoma Ductal Pancreático Límite: Humans Idioma: En Revista: Cancer Res Año: 2023 Tipo del documento: Article