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Clinical significance and prognostic role of an immune-related gene signature in gastric adenocarcinoma
Limited progress has been made in the treatment of gastric adenocarcinoma (GAC) in recent years, but the potential of immunotherapy in GAC is worthy of consideration. The purpose of this study was to develop a reliable, personalized signature based on immune genes to predict the prognosis of GAC. He...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8312416/ https://www.ncbi.nlm.nih.gov/pubmed/34247148 http://dx.doi.org/10.18632/aging.203266 |
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author | Mao, Rui Liu, Kehao Zhao, Nana Guo, Pengsen Wu, Yingxin Wang, Zheng Liu, Yanjun Zhang, Tongtong |
author_facet | Mao, Rui Liu, Kehao Zhao, Nana Guo, Pengsen Wu, Yingxin Wang, Zheng Liu, Yanjun Zhang, Tongtong |
author_sort | Mao, Rui |
collection | PubMed |
description | Limited progress has been made in the treatment of gastric adenocarcinoma (GAC) in recent years, but the potential of immunotherapy in GAC is worthy of consideration. The purpose of this study was to develop a reliable, personalized signature based on immune genes to predict the prognosis of GAC. Here, we identified two groups of patients with significantly different prognoses by performing unsupervised clustering analysis of The Cancer Genome Atlas (TCGA) database based on 881 immune genes. The immune signature was constructed with a training set composed of 350 GAC samples from the TCGA and subsequently validated with 431 samples from GSE84437, 432 samples from GSE26253, and 145 GAC samples from real-time quantitative reverse transcription polymerase chain reaction data. This classification system can also be used to predict prognosis in different clinical subgroups. Further analysis suggested that high-risk patients were characterized by low immune scores, distinctive immune cell proportions, different immune checkpoint profiles, and a low tumor mutational burden. Ultimately, the signature was identified as an independent prognostic factor. In general, the signature can accurately predict recurrence and overall survival in patients with GAC and may serve as a powerful prognostic tool to further optimize cancer immunotherapy. |
format | Online Article Text |
id | pubmed-8312416 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Impact Journals |
record_format | MEDLINE/PubMed |
spelling | pubmed-83124162021-07-27 Clinical significance and prognostic role of an immune-related gene signature in gastric adenocarcinoma Mao, Rui Liu, Kehao Zhao, Nana Guo, Pengsen Wu, Yingxin Wang, Zheng Liu, Yanjun Zhang, Tongtong Aging (Albany NY) Research Paper Limited progress has been made in the treatment of gastric adenocarcinoma (GAC) in recent years, but the potential of immunotherapy in GAC is worthy of consideration. The purpose of this study was to develop a reliable, personalized signature based on immune genes to predict the prognosis of GAC. Here, we identified two groups of patients with significantly different prognoses by performing unsupervised clustering analysis of The Cancer Genome Atlas (TCGA) database based on 881 immune genes. The immune signature was constructed with a training set composed of 350 GAC samples from the TCGA and subsequently validated with 431 samples from GSE84437, 432 samples from GSE26253, and 145 GAC samples from real-time quantitative reverse transcription polymerase chain reaction data. This classification system can also be used to predict prognosis in different clinical subgroups. Further analysis suggested that high-risk patients were characterized by low immune scores, distinctive immune cell proportions, different immune checkpoint profiles, and a low tumor mutational burden. Ultimately, the signature was identified as an independent prognostic factor. In general, the signature can accurately predict recurrence and overall survival in patients with GAC and may serve as a powerful prognostic tool to further optimize cancer immunotherapy. Impact Journals 2021-07-11 /pmc/articles/PMC8312416/ /pubmed/34247148 http://dx.doi.org/10.18632/aging.203266 Text en Copyright: © 2021 Mao et al. https://creativecommons.org/licenses/by/3.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/3.0/) (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper Mao, Rui Liu, Kehao Zhao, Nana Guo, Pengsen Wu, Yingxin Wang, Zheng Liu, Yanjun Zhang, Tongtong Clinical significance and prognostic role of an immune-related gene signature in gastric adenocarcinoma |
title | Clinical significance and prognostic role of an immune-related gene signature in gastric adenocarcinoma |
title_full | Clinical significance and prognostic role of an immune-related gene signature in gastric adenocarcinoma |
title_fullStr | Clinical significance and prognostic role of an immune-related gene signature in gastric adenocarcinoma |
title_full_unstemmed | Clinical significance and prognostic role of an immune-related gene signature in gastric adenocarcinoma |
title_short | Clinical significance and prognostic role of an immune-related gene signature in gastric adenocarcinoma |
title_sort | clinical significance and prognostic role of an immune-related gene signature in gastric adenocarcinoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8312416/ https://www.ncbi.nlm.nih.gov/pubmed/34247148 http://dx.doi.org/10.18632/aging.203266 |
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