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A novel angiogenesis-based molecular signature related to prognosis and tumor immune interactions of pancreatic cancer
Angiogenesis, a hallmark of cancer, is related to prognosis, tumor progression, and treatment response. Nevertheless, the correlation of angiogenesis-based molecular signature with clinical outcome and immune cell infiltration has not been thoroughly studied in pancreatic cancer. In this study, mult...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582445/ https://www.ncbi.nlm.nih.gov/pubmed/36274838 http://dx.doi.org/10.3389/fcell.2022.1001606 |
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author | Ge, Weiyu Shentu, Daiyuan Wang, Yongchao Wang, Yanling Xue, Shengbai Yue, Ming Mao, Tiebo Zhang, Xiaofei Xu, Haiyan Li, Shumin Ma, Jingyu Yao, Jiayu Cui, Jiujie Wang, Liwei |
author_facet | Ge, Weiyu Shentu, Daiyuan Wang, Yongchao Wang, Yanling Xue, Shengbai Yue, Ming Mao, Tiebo Zhang, Xiaofei Xu, Haiyan Li, Shumin Ma, Jingyu Yao, Jiayu Cui, Jiujie Wang, Liwei |
author_sort | Ge, Weiyu |
collection | PubMed |
description | Angiogenesis, a hallmark of cancer, is related to prognosis, tumor progression, and treatment response. Nevertheless, the correlation of angiogenesis-based molecular signature with clinical outcome and immune cell infiltration has not been thoroughly studied in pancreatic cancer. In this study, multiple bioinformatics methods were combined to evaluate prognosis, immune cell infiltration, and the alterations of angiogenesis-related genes (ARGs) in PC samples, and further establish a novel angiogenesis-related gene signature. Moreover, the protein and mRNA expression levels of four angiogenesis risk genes were determined by Human Protein Atlas (HPA) database and qPCR analysis, respectively. Here, we recognized two distinct angiogenesis subtypes and two gene subtypes, and revealed the critical roles of ARGs in the tumor immune microenvironment (TIME), clinical features, and prognosis. Consequently, we established an ARGs score to predict prognosis and therapeutic response of PC patients, and validated its robust predictive ability. Additionally, the ARGs score was markedly associated with clinical outcomes, tumor mutation burden (TMB), and chemotherapeutic drug sensitivity. In brief, our findings imply that the ARGs score is a robust prognostic indicator and may contribute to the development of effective individualized therapies for PC. |
format | Online Article Text |
id | pubmed-9582445 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95824452022-10-21 A novel angiogenesis-based molecular signature related to prognosis and tumor immune interactions of pancreatic cancer Ge, Weiyu Shentu, Daiyuan Wang, Yongchao Wang, Yanling Xue, Shengbai Yue, Ming Mao, Tiebo Zhang, Xiaofei Xu, Haiyan Li, Shumin Ma, Jingyu Yao, Jiayu Cui, Jiujie Wang, Liwei Front Cell Dev Biol Cell and Developmental Biology Angiogenesis, a hallmark of cancer, is related to prognosis, tumor progression, and treatment response. Nevertheless, the correlation of angiogenesis-based molecular signature with clinical outcome and immune cell infiltration has not been thoroughly studied in pancreatic cancer. In this study, multiple bioinformatics methods were combined to evaluate prognosis, immune cell infiltration, and the alterations of angiogenesis-related genes (ARGs) in PC samples, and further establish a novel angiogenesis-related gene signature. Moreover, the protein and mRNA expression levels of four angiogenesis risk genes were determined by Human Protein Atlas (HPA) database and qPCR analysis, respectively. Here, we recognized two distinct angiogenesis subtypes and two gene subtypes, and revealed the critical roles of ARGs in the tumor immune microenvironment (TIME), clinical features, and prognosis. Consequently, we established an ARGs score to predict prognosis and therapeutic response of PC patients, and validated its robust predictive ability. Additionally, the ARGs score was markedly associated with clinical outcomes, tumor mutation burden (TMB), and chemotherapeutic drug sensitivity. In brief, our findings imply that the ARGs score is a robust prognostic indicator and may contribute to the development of effective individualized therapies for PC. Frontiers Media S.A. 2022-10-06 /pmc/articles/PMC9582445/ /pubmed/36274838 http://dx.doi.org/10.3389/fcell.2022.1001606 Text en Copyright © 2022 Ge, Shentu, Wang, Wang, Xue, Yue, Mao, Zhang, Xu, Li, Ma, Yao, Cui and Wang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Cell and Developmental Biology Ge, Weiyu Shentu, Daiyuan Wang, Yongchao Wang, Yanling Xue, Shengbai Yue, Ming Mao, Tiebo Zhang, Xiaofei Xu, Haiyan Li, Shumin Ma, Jingyu Yao, Jiayu Cui, Jiujie Wang, Liwei A novel angiogenesis-based molecular signature related to prognosis and tumor immune interactions of pancreatic cancer |
title | A novel angiogenesis-based molecular signature related to prognosis and tumor immune interactions of pancreatic cancer |
title_full | A novel angiogenesis-based molecular signature related to prognosis and tumor immune interactions of pancreatic cancer |
title_fullStr | A novel angiogenesis-based molecular signature related to prognosis and tumor immune interactions of pancreatic cancer |
title_full_unstemmed | A novel angiogenesis-based molecular signature related to prognosis and tumor immune interactions of pancreatic cancer |
title_short | A novel angiogenesis-based molecular signature related to prognosis and tumor immune interactions of pancreatic cancer |
title_sort | novel angiogenesis-based molecular signature related to prognosis and tumor immune interactions of pancreatic cancer |
topic | Cell and Developmental Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9582445/ https://www.ncbi.nlm.nih.gov/pubmed/36274838 http://dx.doi.org/10.3389/fcell.2022.1001606 |
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