Cuproptosis and Immune-Related Gene Signature Predicts Immunotherapy Response and Prognosis in Lung Adenocarcinoma

被引:2
|
作者
Sun, Zihao [1 ,2 ]
Chen, Xiujing [1 ,2 ]
Huang, Xiaoning [1 ,2 ]
Wu, Yanfen [1 ]
Shao, Lijuan [1 ,3 ]
Zhou, Suna [1 ,2 ]
Zheng, Zhu [1 ,2 ]
Lin, Yiguang [1 ,2 ,3 ,4 ]
Chen, Size [1 ,2 ,3 ]
机构
[1] Guangdong Pharmaceut Univ, Dept Immuno Oncol, Affiliated Hosp 1, Guangzhou 510080, Peoples R China
[2] Guangdong Pharmaceut Univ, Guangdong Prov Engn Res Ctr Esophageal Canc Precis, Affiliated Hosp 1, Guangzhou 510080, Peoples R China
[3] Guangdong Higher Educ Inst, Key Lab Canc Immunotherapy, Guangzhou 510080, Peoples R China
[4] Guangzhou Anjie Biomed Technol Co Ltd, Res & Dev Div, Guangzhou 510535, Peoples R China
来源
LIFE-BASEL | 2023年 / 13卷 / 07期
关键词
cuproptosis; lung adenocarcinoma; IRGs; prognosis; tumor microenvironment; CANCER; CELLS; EXPRESSION; COPPER; BIOMARKERS; THERAPY;
D O I
10.3390/life13071583
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Cuproptosis and associated immune-related genes (IRG) have been implicated in tumorigenesis and tumor progression. However, their effects on lung adenocarcinoma (LUAD) have not been elucidated. Therefore, we investigated the impact of cuproptosis-associated IRGs on the immunotherapy response and prognosis of LUAD using a bioinformatical approach and in vitro experiments analyzing clinical samples. Using the cuproptosis-associated IRG signature, we classified LUAD into two subtypes, cluster 1 and cluster 2, and identified three key cuproptosis-associated IRGs, NRAS, TRAV38-2DV8, and SORT1. These three genes were employed to establish a risk model and nomogram, and to classify the LUAD cohort into low- and high-risk subgroups. Biofunctional annotation revealed that cluster 2, remarkably downregulating epigenetic, stemness, and proliferation pathways activity, had a higher overall survival (OS) and immunoinfiltration abundance compared to cluster 1. Real-time quantitative PCR (RT-qPCR) validated the differential expression of these three genes in both subgroups. scRNA-seq demonstrated elevated expression of NRAS and SORT1 in macrophages. Immunity and oncogenic and stromal activation pathways were dramatically enriched in the low-risk subgroup, and patients in this subgroup responded better to immunotherapy. Our data suggest that the cuproptosis-associated IRG signature can be used to effectively predict the immunotherapy response and prognosis in LUAD. Our work provides enlightenment for immunotherapy response assessment, prognosis prediction, and the development of potential prognostic biomarkers for LUAD patients.
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页数:19
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