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An Immune-Related Prognostic Signature Predicts Overall Survival in Stomach Adenocarcinomas
This study aimed to explore an immune response-related gene signature to predict the clinical prognosis and tumor immunity of stomach adenocarcinomas (STAD). Based on the expression and clinical data of STAD in the TCGA database, the immune cell infiltration status was evaluated using CIBERSORT and...
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/PMC9168657/ https://www.ncbi.nlm.nih.gov/pubmed/35677557 http://dx.doi.org/10.3389/fgene.2022.903393 |
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author | Zhou, Kangjie Hu, Nan Hong, Yidong Wu, Xueyu Zhang, Jingzhou Lai, Huan Zhang, Yang Wu, Fenglei |
author_facet | Zhou, Kangjie Hu, Nan Hong, Yidong Wu, Xueyu Zhang, Jingzhou Lai, Huan Zhang, Yang Wu, Fenglei |
author_sort | Zhou, Kangjie |
collection | PubMed |
description | This study aimed to explore an immune response-related gene signature to predict the clinical prognosis and tumor immunity of stomach adenocarcinomas (STAD). Based on the expression and clinical data of STAD in the TCGA database, the immune cell infiltration status was evaluated using CIBERSORT and ESTIMATE methods. Samples were grouped into “hot” and “cold” tumors based on immune cell infiltration status and consensus clustering. The infiltration abundance of activated memory CD4 T cells and CD8 T cells had a significant effect on the overall survival of STAD patients. Among the three clusters, cluster 2 had a higher immune score and a significantly higher abundance of CD8 T cells and activated memory CD4 T cells were assigned as a hot tumor, while cluster 1 and 3 were assigned as a cold tumor. DEGs between hot and cold tumors were mainly enriched in immune-related biological processes and pathways. Total of 13 DEGs were related to the overall survival (OS). After the univariate and multivariable Cox regression analysis, three signature genes (PEG10, DKK1, and RGS1) was identified to establish a prognostic model. Patients with the high-risk score were associated with worse survival, and the risk score had an independent prognostic value. Based on TIMER online tool, the infiltration levels of six immune cell types showed significant differences among different copy number statuses of PEG10, DKK1, and RGS1. In this study, an immune-related prognostic model containing three genes was established to predict survival for STAD patients. |
format | Online Article Text |
id | pubmed-9168657 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91686572022-06-07 An Immune-Related Prognostic Signature Predicts Overall Survival in Stomach Adenocarcinomas Zhou, Kangjie Hu, Nan Hong, Yidong Wu, Xueyu Zhang, Jingzhou Lai, Huan Zhang, Yang Wu, Fenglei Front Genet Genetics This study aimed to explore an immune response-related gene signature to predict the clinical prognosis and tumor immunity of stomach adenocarcinomas (STAD). Based on the expression and clinical data of STAD in the TCGA database, the immune cell infiltration status was evaluated using CIBERSORT and ESTIMATE methods. Samples were grouped into “hot” and “cold” tumors based on immune cell infiltration status and consensus clustering. The infiltration abundance of activated memory CD4 T cells and CD8 T cells had a significant effect on the overall survival of STAD patients. Among the three clusters, cluster 2 had a higher immune score and a significantly higher abundance of CD8 T cells and activated memory CD4 T cells were assigned as a hot tumor, while cluster 1 and 3 were assigned as a cold tumor. DEGs between hot and cold tumors were mainly enriched in immune-related biological processes and pathways. Total of 13 DEGs were related to the overall survival (OS). After the univariate and multivariable Cox regression analysis, three signature genes (PEG10, DKK1, and RGS1) was identified to establish a prognostic model. Patients with the high-risk score were associated with worse survival, and the risk score had an independent prognostic value. Based on TIMER online tool, the infiltration levels of six immune cell types showed significant differences among different copy number statuses of PEG10, DKK1, and RGS1. In this study, an immune-related prognostic model containing three genes was established to predict survival for STAD patients. Frontiers Media S.A. 2022-05-23 /pmc/articles/PMC9168657/ /pubmed/35677557 http://dx.doi.org/10.3389/fgene.2022.903393 Text en Copyright © 2022 Zhou, Hu, Hong, Wu, Zhang, Lai, Zhang and Wu. 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 | Genetics Zhou, Kangjie Hu, Nan Hong, Yidong Wu, Xueyu Zhang, Jingzhou Lai, Huan Zhang, Yang Wu, Fenglei An Immune-Related Prognostic Signature Predicts Overall Survival in Stomach Adenocarcinomas |
title | An Immune-Related Prognostic Signature Predicts Overall Survival in Stomach Adenocarcinomas |
title_full | An Immune-Related Prognostic Signature Predicts Overall Survival in Stomach Adenocarcinomas |
title_fullStr | An Immune-Related Prognostic Signature Predicts Overall Survival in Stomach Adenocarcinomas |
title_full_unstemmed | An Immune-Related Prognostic Signature Predicts Overall Survival in Stomach Adenocarcinomas |
title_short | An Immune-Related Prognostic Signature Predicts Overall Survival in Stomach Adenocarcinomas |
title_sort | immune-related prognostic signature predicts overall survival in stomach adenocarcinomas |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9168657/ https://www.ncbi.nlm.nih.gov/pubmed/35677557 http://dx.doi.org/10.3389/fgene.2022.903393 |
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