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

Author:

Williams Hannah L.1ORCID,Dias Costa Andressa1ORCID,Zhang Jinming1ORCID,Raghavan Srivatsan12ORCID,Winter Peter S.1234ORCID,Kapner Kevin S.1ORCID,Ginebaugh Scott P.1ORCID,Väyrynen Sara A.1ORCID,Väyrynen Juha P.15ORCID,Yuan Chen1ORCID,Navia Andrew W.234ORCID,Wang Junning12ORCID,Yang Annan12ORCID,Bosse Timothy L.2ORCID,Kalekar Radha L.12ORCID,Lowder Kristen E.12ORCID,Lau Mai Chan6ORCID,Elganainy Dalia1ORCID,Morales-Oyarvide Vicente1ORCID,Rubinson Douglas A.1ORCID,Singh Harshabad1ORCID,Perez Kimberly1ORCID,Cleary James M.1ORCID,Clancy Thomas E.7ORCID,Wang Jiping7ORCID,Mancias Joseph D.89ORCID,Brais Lauren K.1ORCID,Hill Emma R.1ORCID,Kozak Margaret M.10ORCID,Linehan David C.11ORCID,Dunne Richard F.12ORCID,Chang Daniel T.10ORCID,Koong Albert C.13ORCID,Hezel Aram F.12ORCID,Hahn William C.12ORCID,Shalek Alex K.234ORCID,Aguirre Andrew J.12ORCID,Nowak Jonathan A.14ORCID,Wolpin Brian M.1ORCID

Affiliation:

1. 1Department of Medical Oncology, Dana-Farber Cancer Institute, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.

2. 2Broad Institute of MIT and Harvard, Cambridge, Massachusetts.

3. 3Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts.

4. 4Institute for Medical Engineering and Science, Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts.

5. 5Cancer and Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital, University of Oulu, Oulu, Finland.

6. 6Department of Pathology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts.

7. 7Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts.

8. 8Department of Radiation Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts.

9. 9Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.

10. 10Department of Radiation Oncology, Stanford Cancer Institute, Stanford, California.

11. 11Department of Surgery, University of Rochester Medical Center, Rochester, New York.

12. 12Department of Medicine, Division of Hematology and Oncology, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, New York.

13. 13Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.

14. 14Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.

Abstract

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.

Funder

National Cancer Institute

Damon Runyon Cancer Research Foundation

Publisher

American Association for Cancer Research (AACR)

Subject

Cancer Research,Oncology

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