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Comprehensive analysis of cuproptosis-related genes in immune infiltration and prognosis in lung adenocarcinoma

列线图 免疫系统 免疫疗法 腺癌 肿瘤科 间质细胞 肿瘤微环境 生存分析 医学 肺癌 基因 生物 癌症研究 内科学 免疫学 癌症 遗传学
作者
Xie Xiaona,Qianzi Liu,Xuehua Zhou,Rongtao Liang,Shengbo Yang,Min Xu,Haiyang Zhao,Chengye Li,Yanfan Chen,Xueding Cai
出处
期刊:Computers in Biology and Medicine [Elsevier BV]
卷期号:158: 106831-106831 被引量:10
标识
DOI:10.1016/j.compbiomed.2023.106831
摘要

Copper-dependent cell death, called cuproptosis, is connected to tumor development, prognosis, and the immune response. Nevertheless, the function of cuproptosis-related genes (CRGs) in the tumor microenvironment (TME) of lung adenocarcinoma (LUAD) remains unknown. This work used R software packages to classify the raw data from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases of LUAD patients. Afterward, the connections of the various subgroups, clinical pathological traits, and immune infiltration (IMIF) features with the TME mutation status were explored. Ultimately, a nomogram and calibration curve were developed, aiming at enhancing the clinical application of CRG scores and estimating the survival probability of patients. Moreover, the relationships between cuproptosis and the molecular traits, immune cell infiltration of tumor tissue, prognosis, and clinical treatment of patients were investigated in this work. Subsequently, the CRG score was established to predict overall survival (OS), and its credible predictive ability in LUAD patients was identified. Afterward, a highly credible nomogram was created to contribute to the clinical viability of the CRG score. Furthermore, as demonstrated, gene signatures could be applied in assessing tumor immune cell infiltration, clinical traits, and prognosis. In addition, high tumor mutation burden, immunological activity, and significant survival probability were characterized by low CRG scores, and high CRG scores were related to immunosuppression and stromal pathway activation. The current work also discovered a predictive CRG-related signature for LUAD patients, probably contributing to TME trait clarification and more potent immunotherapy strategy exploration.
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