Spatially restricted drivers and transitional cell populations cooperate with the microenvironment in untreated and chemo-resistant pancreatic cancer

Daniel Cui Zhou(James S. McDonnell Foundation), Reyka G. Jayasinghe(James S. McDonnell Foundation), Siqi Chen(James S. McDonnell Foundation), John M. Herndon(Washington University in St. Louis), Michael D. Iglesia(James S. McDonnell Foundation), Pooja Navale(Washington University in St. Louis), Michael C. Wendl(James S. McDonnell Foundation), Wagma Caravan(James S. McDonnell Foundation), Kazuhito Sato(James S. McDonnell Foundation), Erik Storrs(James S. McDonnell Foundation), Chia-Kuei Mo(James S. McDonnell Foundation), Jingxian Liu(James S. McDonnell Foundation), Austin N. Southard-Smith(James S. McDonnell Foundation), Yige Wu(James S. McDonnell Foundation), Nataly Naser Al Deen(James S. McDonnell Foundation), John Baer(Washington University in St. Louis), Robert S. Fulton(James S. McDonnell Foundation), Matthew A. Wyczalkowski(James S. McDonnell Foundation), Ruiyang Liu(James S. McDonnell Foundation), Catrina C. Fronick(James S. McDonnell Foundation), Lucinda A. Fulton(James S. McDonnell Foundation), Andrew Shinkle(James S. McDonnell Foundation), Lisa Thammavong(James S. McDonnell Foundation), Houxiang Zhu(James S. McDonnell Foundation), Hua Sun(James S. McDonnell Foundation), Liang-Bo Wang(James S. McDonnell Foundation), Yize Li(James S. McDonnell Foundation), Chong Zuo(Washington University in St. Louis), Joshua F. McMichael(James S. McDonnell Foundation), Sherri R. Davies(Washington University in St. Louis), Elizabeth L. Appelbaum(James S. McDonnell Foundation), Keenan J. Robbins(Washington University in St. Louis), Sara E. Chasnoff(Washington University in St. Louis), Xiaolu Yang(Washington University in St. Louis), Ashley N. Reeb(Washington University in St. Louis), Clara Oh(James S. McDonnell Foundation), Mamatha Serasanambati(James S. McDonnell Foundation), Preet Lal(James S. McDonnell Foundation), Rajees Varghese(James S. McDonnell Foundation), Jay R. Mashl(James S. McDonnell Foundation), Jennifer Ponce(James S. McDonnell Foundation), Nadezhda V. Terekhanova(James S. McDonnell Foundation), Lijun Yao(James S. McDonnell Foundation), Fang Wang(The University of Texas MD Anderson Cancer Center), Lijun Chen(Johns Hopkins University), Michael Schnaubelt(Johns Hopkins University), Rita Jui-Hsien Lu(James S. McDonnell Foundation), Julie K. Schwarz(Washington University in St. Louis), Sidharth V. Puram(Washington University in St. Louis), Albert H. Kim(Washington University in St. Louis), Sheng‐Kwei Song(Washington University in St. Louis), Kooresh I. Shoghi(Washington University in St. Louis), Ken S. Lau(Vanderbilt University), Tao Ju(Washington University in St. Louis), Ken Chen(The University of Texas MD Anderson Cancer Center), Deyali Chatterjee(The University of Texas MD Anderson Cancer Center), William G. Hawkins(Washington University in St. Louis), Hui Zhang(Johns Hopkins University), Samuel Achilefu(Washington University in St. Louis), Milan G. Chheda(Washington University in St. Louis), Stephen T. Oh(Washington University in St. Louis), William E. Gillanders(Washington University in St. Louis), Feng Chen(Washington University in St. Louis), David G. DeNardo(Washington University in St. Louis), Ryan C. Fields(Washington University in St. Louis), Li Ding(James S. McDonnell Foundation)
Nature Genetics
August 22, 2022
Cited by 282Open Access
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Abstract

Pancreatic ductal adenocarcinoma is a lethal disease with limited treatment options and poor survival. We studied 83 spatial samples from 31 patients (11 treatment-naïve and 20 treated) using single-cell/nucleus RNA sequencing, bulk-proteogenomics, spatial transcriptomics and cellular imaging. Subpopulations of tumor cells exhibited signatures of proliferation, KRAS signaling, cell stress and epithelial-to-mesenchymal transition. Mapping mutations and copy number events distinguished tumor populations from normal and transitional cells, including acinar-to-ductal metaplasia and pancreatic intraepithelial neoplasia. Pathology-assisted deconvolution of spatial transcriptomic data identified tumor and transitional subpopulations with distinct histological features. We showed coordinated expression of TIGIT in exhausted and regulatory T cells and Nectin in tumor cells. Chemo-resistant samples contain a threefold enrichment of inflammatory cancer-associated fibroblasts that upregulate metallothioneins. Our study reveals a deeper understanding of the intricate substructure of pancreatic ductal adenocarcinoma tumors that could help improve therapy for patients with this disease.


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