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Identification of mitochondrial respiratory chain signature for predicting prognosis and immunotherapy response in stomach adenocarcinoma

Authors :
Jing Yang
Feifan Jin
Huanjuan Li
Yuhuan Shen
Weilin Shi
Lina Wang
Lei Zhong
Gongqiang Wu
Qiaoliang Wu
Yanchun Li
Source :
Cancer Cell International, Vol 23, Iss 1, Pp 1-21 (2023)
Publication Year :
2023
Publisher :
BMC, 2023.

Abstract

Abstract Stomach adenocarcinoma (STAD) is the third leading cause of cancer-related deaths and the fifth most prevalent malignancy worldwide. Mitochondrial respiratory chain complexes play a crucial role in STAD pathogenesis. However, how mitochondrial respiratory chain complex genes (MRCCGs) affect the prognosis and tumor microenvironment in STAD remains unclear. In this study, we systematically analyzed genetic alterations and copy number variations of different expression densities of MRCCGs, based on 806 samples from two independent STAD cohorts. Then we employed the unsupervised clustering method to classify the samples into three expression patterns based on the prognostic MRCCG expressions, and found that they were involved in different biological pathways and correlated with the clinicopathological characteristics, immune cell infiltration, and prognosis of STAD. Subsequently, we conducted a univariate Cox regression analysis to identify the prognostic value of 1175 subtype-related differentially expressed genes (DEGs) and screened out 555 prognostic-related genes. Principal component analysis was performed and developed the MG score system to quantify MRCCG patterns of STAD. The prognostic significance of MG Score was validated in three cohorts. The low MG score group, characterized by increased microsatellite instability-high (MSI-H), tumor mutation burden (TMB), PD-L1 expression, had a better prognosis. Interestingly, we demonstrated MRCCG patterns score could predict the sensitivity to ferroptosis inducing therapy. Our comprehensive analysis of MRCCGs in STAD demonstrated their potential roles in the tumor-immune-stromal microenvironment, clinicopathological features, and prognosis. Our findings highlight that MRCCGs may provide a new understanding of immunotherapy strategies for gastric cancer and provide a new perspective on the development of personalized immune therapeutic strategies for patients with STAD.

Details

Language :
English
ISSN :
14752867
Volume :
23
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Cancer Cell International
Publication Type :
Academic Journal
Accession number :
edsdoj.76c600e532e74d69916c3fbc46573090
Document Type :
article
Full Text :
https://doi.org/10.1186/s12935-023-02913-x