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Spatially restricted drivers and transitional cell populations cooperate with the microenvironment in untreated and chemo-resistant pancreatic cancer
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. Subpo...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9470535/ https://www.ncbi.nlm.nih.gov/pubmed/35995947 http://dx.doi.org/10.1038/s41588-022-01157-1 |
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author | Cui Zhou, Daniel Jayasinghe, Reyka G. Chen, Siqi Herndon, John M. Iglesia, Michael D. Navale, Pooja Wendl, Michael C. Caravan, Wagma Sato, Kazuhito Storrs, Erik Mo, Chia-Kuei Liu, Jingxian Southard-Smith, Austin N. Wu, Yige Naser Al Deen, Nataly Baer, John M. Fulton, Robert S. Wyczalkowski, Matthew A. Liu, Ruiyang Fronick, Catrina C. Fulton, Lucinda A. Shinkle, Andrew Thammavong, Lisa Zhu, Houxiang Sun, Hua Wang, Liang-Bo Li, Yize Zuo, Chong McMichael, Joshua F. Davies, Sherri R. Appelbaum, Elizabeth L. Robbins, Keenan J. Chasnoff, Sara E. Yang, Xiaolu Reeb, Ashley N. Oh, Clara Serasanambati, Mamatha Lal, Preet Varghese, Rajees Mashl, Jay R. Ponce, Jennifer Terekhanova, Nadezhda V. Yao, Lijun Wang, Fang Chen, Lijun Schnaubelt, Michael Lu, Rita Jui-Hsien Schwarz, Julie K. Puram, Sidharth V. Kim, Albert H. Song, Sheng-Kwei Shoghi, Kooresh I. Lau, Ken S. Ju, Tao Chen, Ken Chatterjee, Deyali Hawkins, William G. Zhang, Hui Achilefu, Samuel Chheda, Milan G. Oh, Stephen T. Gillanders, William E. Chen, Feng DeNardo, David G. Fields, Ryan C. Ding, Li |
author_facet | Cui Zhou, Daniel Jayasinghe, Reyka G. Chen, Siqi Herndon, John M. Iglesia, Michael D. Navale, Pooja Wendl, Michael C. Caravan, Wagma Sato, Kazuhito Storrs, Erik Mo, Chia-Kuei Liu, Jingxian Southard-Smith, Austin N. Wu, Yige Naser Al Deen, Nataly Baer, John M. Fulton, Robert S. Wyczalkowski, Matthew A. Liu, Ruiyang Fronick, Catrina C. Fulton, Lucinda A. Shinkle, Andrew Thammavong, Lisa Zhu, Houxiang Sun, Hua Wang, Liang-Bo Li, Yize Zuo, Chong McMichael, Joshua F. Davies, Sherri R. Appelbaum, Elizabeth L. Robbins, Keenan J. Chasnoff, Sara E. Yang, Xiaolu Reeb, Ashley N. Oh, Clara Serasanambati, Mamatha Lal, Preet Varghese, Rajees Mashl, Jay R. Ponce, Jennifer Terekhanova, Nadezhda V. Yao, Lijun Wang, Fang Chen, Lijun Schnaubelt, Michael Lu, Rita Jui-Hsien Schwarz, Julie K. Puram, Sidharth V. Kim, Albert H. Song, Sheng-Kwei Shoghi, Kooresh I. Lau, Ken S. Ju, Tao Chen, Ken Chatterjee, Deyali Hawkins, William G. Zhang, Hui Achilefu, Samuel Chheda, Milan G. Oh, Stephen T. Gillanders, William E. Chen, Feng DeNardo, David G. Fields, Ryan C. Ding, Li |
author_sort | Cui Zhou, Daniel |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9470535 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group US |
record_format | MEDLINE/PubMed |
spelling | pubmed-94705352022-09-15 Spatially restricted drivers and transitional cell populations cooperate with the microenvironment in untreated and chemo-resistant pancreatic cancer Cui Zhou, Daniel Jayasinghe, Reyka G. Chen, Siqi Herndon, John M. Iglesia, Michael D. Navale, Pooja Wendl, Michael C. Caravan, Wagma Sato, Kazuhito Storrs, Erik Mo, Chia-Kuei Liu, Jingxian Southard-Smith, Austin N. Wu, Yige Naser Al Deen, Nataly Baer, John M. Fulton, Robert S. Wyczalkowski, Matthew A. Liu, Ruiyang Fronick, Catrina C. Fulton, Lucinda A. Shinkle, Andrew Thammavong, Lisa Zhu, Houxiang Sun, Hua Wang, Liang-Bo Li, Yize Zuo, Chong McMichael, Joshua F. Davies, Sherri R. Appelbaum, Elizabeth L. Robbins, Keenan J. Chasnoff, Sara E. Yang, Xiaolu Reeb, Ashley N. Oh, Clara Serasanambati, Mamatha Lal, Preet Varghese, Rajees Mashl, Jay R. Ponce, Jennifer Terekhanova, Nadezhda V. Yao, Lijun Wang, Fang Chen, Lijun Schnaubelt, Michael Lu, Rita Jui-Hsien Schwarz, Julie K. Puram, Sidharth V. Kim, Albert H. Song, Sheng-Kwei Shoghi, Kooresh I. Lau, Ken S. Ju, Tao Chen, Ken Chatterjee, Deyali Hawkins, William G. Zhang, Hui Achilefu, Samuel Chheda, Milan G. Oh, Stephen T. Gillanders, William E. Chen, Feng DeNardo, David G. Fields, Ryan C. Ding, Li Nat Genet Article 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. Nature Publishing Group US 2022-08-22 2022 /pmc/articles/PMC9470535/ /pubmed/35995947 http://dx.doi.org/10.1038/s41588-022-01157-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Cui Zhou, Daniel Jayasinghe, Reyka G. Chen, Siqi Herndon, John M. Iglesia, Michael D. Navale, Pooja Wendl, Michael C. Caravan, Wagma Sato, Kazuhito Storrs, Erik Mo, Chia-Kuei Liu, Jingxian Southard-Smith, Austin N. Wu, Yige Naser Al Deen, Nataly Baer, John M. Fulton, Robert S. Wyczalkowski, Matthew A. Liu, Ruiyang Fronick, Catrina C. Fulton, Lucinda A. Shinkle, Andrew Thammavong, Lisa Zhu, Houxiang Sun, Hua Wang, Liang-Bo Li, Yize Zuo, Chong McMichael, Joshua F. Davies, Sherri R. Appelbaum, Elizabeth L. Robbins, Keenan J. Chasnoff, Sara E. Yang, Xiaolu Reeb, Ashley N. Oh, Clara Serasanambati, Mamatha Lal, Preet Varghese, Rajees Mashl, Jay R. Ponce, Jennifer Terekhanova, Nadezhda V. Yao, Lijun Wang, Fang Chen, Lijun Schnaubelt, Michael Lu, Rita Jui-Hsien Schwarz, Julie K. Puram, Sidharth V. Kim, Albert H. Song, Sheng-Kwei Shoghi, Kooresh I. Lau, Ken S. Ju, Tao Chen, Ken Chatterjee, Deyali Hawkins, William G. Zhang, Hui Achilefu, Samuel Chheda, Milan G. Oh, Stephen T. Gillanders, William E. Chen, Feng DeNardo, David G. Fields, Ryan C. Ding, Li Spatially restricted drivers and transitional cell populations cooperate with the microenvironment in untreated and chemo-resistant pancreatic cancer |
title | Spatially restricted drivers and transitional cell populations cooperate with the microenvironment in untreated and chemo-resistant pancreatic cancer |
title_full | Spatially restricted drivers and transitional cell populations cooperate with the microenvironment in untreated and chemo-resistant pancreatic cancer |
title_fullStr | Spatially restricted drivers and transitional cell populations cooperate with the microenvironment in untreated and chemo-resistant pancreatic cancer |
title_full_unstemmed | Spatially restricted drivers and transitional cell populations cooperate with the microenvironment in untreated and chemo-resistant pancreatic cancer |
title_short | Spatially restricted drivers and transitional cell populations cooperate with the microenvironment in untreated and chemo-resistant pancreatic cancer |
title_sort | spatially restricted drivers and transitional cell populations cooperate with the microenvironment in untreated and chemo-resistant pancreatic cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9470535/ https://www.ncbi.nlm.nih.gov/pubmed/35995947 http://dx.doi.org/10.1038/s41588-022-01157-1 |
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