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A Novel Molecular Signature of Cancer-Associated Fibroblasts Predicts Prognosis and Immunotherapy Response in Pancreatic Cancer

Cancer-associated fibroblasts (CAFs), a prominent population of stromal cells, play a crucial role in tumor progression, prognosis, and treatment response. However, the relationship among CAF-based molecular signatures, clinical outcomes, and tumor microenvironment infiltration remains largely elusi...

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Autores principales: Ge, Weiyu, Yue, Ming, Wang, Yanling, Wang, Yongchao, Xue, Shengbai, Shentu, Daiyuan, Mao, Tiebo, Zhang, Xiaofei, Xu, Haiyan, Li, Shumin, Ma, Jingyu, Wang, Liwei, Cui, Jiujie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9820557/
https://www.ncbi.nlm.nih.gov/pubmed/36613599
http://dx.doi.org/10.3390/ijms24010156
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author Ge, Weiyu
Yue, Ming
Wang, Yanling
Wang, Yongchao
Xue, Shengbai
Shentu, Daiyuan
Mao, Tiebo
Zhang, Xiaofei
Xu, Haiyan
Li, Shumin
Ma, Jingyu
Wang, Liwei
Cui, Jiujie
author_facet Ge, Weiyu
Yue, Ming
Wang, Yanling
Wang, Yongchao
Xue, Shengbai
Shentu, Daiyuan
Mao, Tiebo
Zhang, Xiaofei
Xu, Haiyan
Li, Shumin
Ma, Jingyu
Wang, Liwei
Cui, Jiujie
author_sort Ge, Weiyu
collection PubMed
description Cancer-associated fibroblasts (CAFs), a prominent population of stromal cells, play a crucial role in tumor progression, prognosis, and treatment response. However, the relationship among CAF-based molecular signatures, clinical outcomes, and tumor microenvironment infiltration remains largely elusive in pancreatic cancer (PC). Here, we collected multicenter PC data and performed integrated analysis to investigate the role of CAF-related genes (CRGs) in PC. Firstly, we demonstrated that α-SMA(+) CAFs were the most prominent stromal components and correlated with the poor survival rates of PC patients in our tissue microarrays. Then, we discriminated two diverse molecular subtypes (CAF clusters A and B) and revealed the significant differences in the tumor immune microenvironment (TME), four reported CAF subpopulations, clinical characteristics, and prognosis in PC samples. Furthermore, we analyzed their association with the immunotherapy response of PC patients. Lastly, a CRG score was constructed to predict prognosis, immunotherapy responses, and chemosensitivity in pancreatic cancer patients. In summary, these findings provide insights into further research targeting CAFs and their TME, and they pave a new road for the prognosis evaluation and individualized treatment of PC patients.
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spelling pubmed-98205572023-01-07 A Novel Molecular Signature of Cancer-Associated Fibroblasts Predicts Prognosis and Immunotherapy Response in Pancreatic Cancer Ge, Weiyu Yue, Ming Wang, Yanling Wang, Yongchao Xue, Shengbai Shentu, Daiyuan Mao, Tiebo Zhang, Xiaofei Xu, Haiyan Li, Shumin Ma, Jingyu Wang, Liwei Cui, Jiujie Int J Mol Sci Article Cancer-associated fibroblasts (CAFs), a prominent population of stromal cells, play a crucial role in tumor progression, prognosis, and treatment response. However, the relationship among CAF-based molecular signatures, clinical outcomes, and tumor microenvironment infiltration remains largely elusive in pancreatic cancer (PC). Here, we collected multicenter PC data and performed integrated analysis to investigate the role of CAF-related genes (CRGs) in PC. Firstly, we demonstrated that α-SMA(+) CAFs were the most prominent stromal components and correlated with the poor survival rates of PC patients in our tissue microarrays. Then, we discriminated two diverse molecular subtypes (CAF clusters A and B) and revealed the significant differences in the tumor immune microenvironment (TME), four reported CAF subpopulations, clinical characteristics, and prognosis in PC samples. Furthermore, we analyzed their association with the immunotherapy response of PC patients. Lastly, a CRG score was constructed to predict prognosis, immunotherapy responses, and chemosensitivity in pancreatic cancer patients. In summary, these findings provide insights into further research targeting CAFs and their TME, and they pave a new road for the prognosis evaluation and individualized treatment of PC patients. MDPI 2022-12-21 /pmc/articles/PMC9820557/ /pubmed/36613599 http://dx.doi.org/10.3390/ijms24010156 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ge, Weiyu
Yue, Ming
Wang, Yanling
Wang, Yongchao
Xue, Shengbai
Shentu, Daiyuan
Mao, Tiebo
Zhang, Xiaofei
Xu, Haiyan
Li, Shumin
Ma, Jingyu
Wang, Liwei
Cui, Jiujie
A Novel Molecular Signature of Cancer-Associated Fibroblasts Predicts Prognosis and Immunotherapy Response in Pancreatic Cancer
title A Novel Molecular Signature of Cancer-Associated Fibroblasts Predicts Prognosis and Immunotherapy Response in Pancreatic Cancer
title_full A Novel Molecular Signature of Cancer-Associated Fibroblasts Predicts Prognosis and Immunotherapy Response in Pancreatic Cancer
title_fullStr A Novel Molecular Signature of Cancer-Associated Fibroblasts Predicts Prognosis and Immunotherapy Response in Pancreatic Cancer
title_full_unstemmed A Novel Molecular Signature of Cancer-Associated Fibroblasts Predicts Prognosis and Immunotherapy Response in Pancreatic Cancer
title_short A Novel Molecular Signature of Cancer-Associated Fibroblasts Predicts Prognosis and Immunotherapy Response in Pancreatic Cancer
title_sort novel molecular signature of cancer-associated fibroblasts predicts prognosis and immunotherapy response in pancreatic cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9820557/
https://www.ncbi.nlm.nih.gov/pubmed/36613599
http://dx.doi.org/10.3390/ijms24010156
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