Cargando…
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...
Autores principales: | , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784865492484227072 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9820557 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT geweiyu anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT yueming anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT wangyanling anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT wangyongchao anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT xueshengbai anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT shentudaiyuan anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT maotiebo anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT zhangxiaofei anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT xuhaiyan anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT lishumin anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT majingyu anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT wangliwei anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT cuijiujie anovelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT geweiyu novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT yueming novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT wangyanling novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT wangyongchao novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT xueshengbai novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT shentudaiyuan novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT maotiebo novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT zhangxiaofei novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT xuhaiyan novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT lishumin novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT majingyu novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT wangliwei novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer AT cuijiujie novelmolecularsignatureofcancerassociatedfibroblastspredictsprognosisandimmunotherapyresponseinpancreaticcancer |