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Correlation between Tumor Microenvironment and Immune Subtypes Based on CD8 T Cells Enhancing Personalized Therapy of Gastric Cancer

BACKGROUND: Immunotherapy is a promising therapy for metastatic gastric cancer (GC) patients. However, the component of tumor microenvironment (TME) is a pivotal factor hindering immunotherapy outcome. CD8 T cells suppress tumor progression. This study developed an immune subtyping system and a prog...

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Autores principales: Wu, Jianyu, Xiao, Yajie, Lu, Weiqi, Zhang, Zijing, Yang, Haigan, Cui, Xiaoli, Wu, Dongfang, Chen, Yuzhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8901316/
https://www.ncbi.nlm.nih.gov/pubmed/35265130
http://dx.doi.org/10.1155/2022/8933167
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author Wu, Jianyu
Xiao, Yajie
Lu, Weiqi
Zhang, Zijing
Yang, Haigan
Cui, Xiaoli
Wu, Dongfang
Chen, Yuzhong
author_facet Wu, Jianyu
Xiao, Yajie
Lu, Weiqi
Zhang, Zijing
Yang, Haigan
Cui, Xiaoli
Wu, Dongfang
Chen, Yuzhong
author_sort Wu, Jianyu
collection PubMed
description BACKGROUND: Immunotherapy is a promising therapy for metastatic gastric cancer (GC) patients. However, the component of tumor microenvironment (TME) is a pivotal factor hindering immunotherapy outcome. CD8 T cells suppress tumor progression. This study developed an immune subtyping system and a prognostic model for guiding personalized therapy of GC patients. METHODS: Marker genes related to CD8 T cells were identified by weighted correlation network analysis (WGCNA). Consensus clustering was used to develop immune subtypes. Univariate Cox regression analysis was performed to screen prognostic genes. Functional analysis (KEGG and GO annotation) and gene set enrichment analysis were applied. RESULTS: Based on marker genes related to CD8 T cells, we identified three immune subtypes (IC1, IC2, and IC3) with distinct prognosis and differential TME. In IC3, CD8 T cell function was impaired by high activation of CXCR4/CXCL12 axis, and impaired T cell function predicted high response to immune checkpoint blockade. IC1 was sensitive to chemotherapeutic drugs but showed low response to immunotherapy. We also developed an 8-gene prognostic signature with robust performance to stratify GC patients into high-risk and low-risk groups. CONCLUSIONS: This study identified three immune subtypes and a prognostic signature, and both were effective in direct personalized therapy for GC patients. The correlation between TME and immunotherapy was further characterized from a new perspective.
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spelling pubmed-89013162022-03-08 Correlation between Tumor Microenvironment and Immune Subtypes Based on CD8 T Cells Enhancing Personalized Therapy of Gastric Cancer Wu, Jianyu Xiao, Yajie Lu, Weiqi Zhang, Zijing Yang, Haigan Cui, Xiaoli Wu, Dongfang Chen, Yuzhong J Oncol Research Article BACKGROUND: Immunotherapy is a promising therapy for metastatic gastric cancer (GC) patients. However, the component of tumor microenvironment (TME) is a pivotal factor hindering immunotherapy outcome. CD8 T cells suppress tumor progression. This study developed an immune subtyping system and a prognostic model for guiding personalized therapy of GC patients. METHODS: Marker genes related to CD8 T cells were identified by weighted correlation network analysis (WGCNA). Consensus clustering was used to develop immune subtypes. Univariate Cox regression analysis was performed to screen prognostic genes. Functional analysis (KEGG and GO annotation) and gene set enrichment analysis were applied. RESULTS: Based on marker genes related to CD8 T cells, we identified three immune subtypes (IC1, IC2, and IC3) with distinct prognosis and differential TME. In IC3, CD8 T cell function was impaired by high activation of CXCR4/CXCL12 axis, and impaired T cell function predicted high response to immune checkpoint blockade. IC1 was sensitive to chemotherapeutic drugs but showed low response to immunotherapy. We also developed an 8-gene prognostic signature with robust performance to stratify GC patients into high-risk and low-risk groups. CONCLUSIONS: This study identified three immune subtypes and a prognostic signature, and both were effective in direct personalized therapy for GC patients. The correlation between TME and immunotherapy was further characterized from a new perspective. Hindawi 2022-02-28 /pmc/articles/PMC8901316/ /pubmed/35265130 http://dx.doi.org/10.1155/2022/8933167 Text en Copyright © 2022 Jianyu Wu et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Wu, Jianyu
Xiao, Yajie
Lu, Weiqi
Zhang, Zijing
Yang, Haigan
Cui, Xiaoli
Wu, Dongfang
Chen, Yuzhong
Correlation between Tumor Microenvironment and Immune Subtypes Based on CD8 T Cells Enhancing Personalized Therapy of Gastric Cancer
title Correlation between Tumor Microenvironment and Immune Subtypes Based on CD8 T Cells Enhancing Personalized Therapy of Gastric Cancer
title_full Correlation between Tumor Microenvironment and Immune Subtypes Based on CD8 T Cells Enhancing Personalized Therapy of Gastric Cancer
title_fullStr Correlation between Tumor Microenvironment and Immune Subtypes Based on CD8 T Cells Enhancing Personalized Therapy of Gastric Cancer
title_full_unstemmed Correlation between Tumor Microenvironment and Immune Subtypes Based on CD8 T Cells Enhancing Personalized Therapy of Gastric Cancer
title_short Correlation between Tumor Microenvironment and Immune Subtypes Based on CD8 T Cells Enhancing Personalized Therapy of Gastric Cancer
title_sort correlation between tumor microenvironment and immune subtypes based on cd8 t cells enhancing personalized therapy of gastric cancer
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8901316/
https://www.ncbi.nlm.nih.gov/pubmed/35265130
http://dx.doi.org/10.1155/2022/8933167
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