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Spatially-resolved single-cell assessment of pancreatic cancer expression subtypes reveals co-expressor phenotypes and extensive intra-tumoral 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. (2023-02-03)

 
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URL:
https://doi.org/10.1158/0008-5472.CAN-22-3050

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.
American Association for Cancer Research
03.02.2023

Hannah L. Williams, Andressa Dias Costa, Jinming Zhang, Srivatsan Raghavan, Peter S. Winter, Kevin S. Kapner, Scott P. Ginebaugh, Sara A. Väyrynen, Juha P. Väyrynen, Chen Yuan, Andrew W. Navia, Junning Wang, Annan Yang, Timothy L. Bosse, Radha L. Kalekar, Kristen E. Lowder, Mai Chan Lau, Dalia Elganainy, Vicente Morales-Oyarvide, Douglas A. Rubinson, Harshabad Singh, Kimberly Perez, James M. Cleary, Thomas E. Clancy, Jiping Wang, Joseph D. Mancias, Lauren K. Brais, Emma R. Hill, Margaret M. Kozak, David C. Linehan, Richard F. Dunne, Daniel T. Chang, Albert C. Koong, Aram F. Hezel, William C. Hahn, Alex K. Shalek, Andrew J. Aguirre, Jonathan A. Nowak, Brian M. Wolpin; Spatially Resolved Single-Cell Assessment of Pancreatic Cancer Expression Subtypes Reveals Co-expressor Phenotypes and Extensive Intratumoral Heterogeneity. Cancer Res 1 February 2023; 83 (3): 441–455. https://doi.org/10.1158/0008-5472.CAN-22-3050

https://rightsstatements.org/vocab/InC/1.0/
© 2022 American Association for Cancer Research.
https://rightsstatements.org/vocab/InC/1.0/
doi:https://doi.org/10.1158/0008-5472.CAN-22-3050
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Julkaisun pysyvä osoite on
https://urn.fi/URN:NBN:fi-fe2023022228313
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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.

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