Cuproptosis-related gene-located DNA methylation in lower-grade glioma: Prognosis and tumor microenvironment

被引:1
|
作者
Zhu, Liucun [1 ]
Yuan, Fa [1 ]
Wang, Xue [2 ]
Zhu, Rui [1 ,3 ]
Guo, Wenna [2 ]
机构
[1] Shanghai Univ, Sch Life Sci, Shanghai 200444, Peoples R China
[2] Zhengzhou Univ, Sch Life Sci, Zhengzhou, Henan, Peoples R China
[3] Tongji Univ, Shanghai Peoples Hosp 10, Dept Clin Lab Med, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Lower-grade glioma; cuproptosis; DNA-methylation; tumor microenvironment; immune checkpoint inhibitors; INFILTRATING IMMUNE CELLS; EXPRESSION; CANCER;
D O I
10.3233/CBM-230341
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Cuproptosis a novel copper-dependent cell death modality, plays a crucial part in the oncogenesis, progression and prognosis of tumors. However, the relationships among DNA-methylation located in cuproptosis-related genes (CRGs), overall survival (OS) and the tumor microenvironment remain undefined. In this study, we systematically assessed the prognostic value of CRG-located DNA-methylation for lower-grade glioma (LGG). Clinical and molecular data were sourced from The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases. We employed Cox hazard regression to examine the associations between CRG-located DNA-methylation and OS, leading to the development of a prognostic signature. Kaplan-Meier survival and time-dependent receiver operating characteristic (ROC) analyses were utilized to gauge the accuracy of the signature. Gene Set Enrichment Analysis (GSEA) was applied to uncover potential biological functions of differentially expressed genes between high- and low-risk groups. A three CRG-located DNA-methylation prognostic signature was established based on TCGA database and validated in GEO dataset. The 1-year, 3-year, and 5-year area under the curve (AUC) of ROC curves in the TCGA dataset were 0.884, 0.888, and 0.859 while those in the GEO dataset were 0.943, 0.761 and 0.725, respectively. Cox-regression-analyses revealed the risk signature as an independent risk factor for LGG patients. Immunogenomic profiling suggested that the signature was associated with immune infiltration level and immune checkpoints. Functional enrichment analysis indicated differential enrichment in cell differentiation in the hindbrain, ECM receptor interactions, glycolysis and reactive oxygen species pathway across different groups. We developed and verified a novel CRG-located DNA-methylation signature to predict the prognosis in LGG patients. Our findings emphasize the potential clinical implications of CRG-located DNA-methylation indicating that it may serve as a promising therapeutic target for LGG patients.
引用
收藏
页码:185 / 198
页数:14
相关论文
共 50 条
  • [31] Comprehensive analysis of cuproptosis-related genes involved in prognosis and tumor microenvironment infiltration of colorectal cancer
    Chen, Weiyi
    Hu, Ke
    Liu, Yu
    Li, Xiaocheng
    Chen, Lijun
    Duan, Shaoyi
    Yang, Qizhang
    TRANSLATIONAL CANCER RESEARCH, 2024, 13 (09)
  • [32] Novel Immune-Related Gene Signature for Risk Stratification and Prognosis of Survival in Lower-Grade Glioma
    Zhang, Mingwei
    Wang, Xuezhen
    Chen, Xiaoping
    Zhang, Qiuyu
    Hong, Jinsheng
    FRONTIERS IN GENETICS, 2020, 11
  • [33] Immunogenic cell death-related risk signature predicts prognosis and characterizes the tumour microenvironment in lower-grade glioma
    Cai, Jiayang
    Hu, Yuanyuan
    Ye, Zhang
    Ye, Liguo
    Gao, Lun
    Wang, Yixuan
    Sun, Qian
    Tong, Shiao
    Yang, Ji'an
    Chen, Qianxue
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [34] ZNF480 influences the prognosis, pathogenesis, and immune microenvironment in patients with lower-grade glioma
    Zhu, Qingyun
    Liu, Zhendong
    Cheng, Xingbo
    Liang, Wenjia
    Wang, Hongbo
    Li, Pengxu
    Zhang, Jiangfen
    Chen, Yusheng
    Gao, Yanzheng
    Qian, Rongjun
    HELIYON, 2023, 9 (07)
  • [35] Identifying a novel cuproptosis-related necroptosis gene subtype-related signature for predicting the prognosis, tumor microenvironment, and immunotherapy of hepatocellular carcinoma
    Shi, Yuanxin
    Qiu, Peng
    Zhao, Kai
    Li, Xiangyu
    Feng, Yunxiang
    Deng, Zhengdong
    Wang, Jianming
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2023, 10
  • [36] Construction of a novel cuproptosis-related gene signature for predicting prognosis and estimating tumor immune microenvironment status in papillary thyroid carcinoma
    Lidong Wang
    Baiyu Yao
    Jiapeng Yang
    Zhong Tian
    Jingni He
    BMC Cancer, 22
  • [37] Construction of a novel cuproptosis-related gene signature for predicting prognosis and estimating tumor immune microenvironment status in papillary thyroid carcinoma
    Wang, Lidong
    Yao, Baiyu
    Yang, Jiapeng
    Tian, Zhong
    He, Jingni
    BMC CANCER, 2022, 22 (01)
  • [38] Comprehensive Analysis of Characteristics of Cuproptosis-Related LncRNAs Associated with Prognosis of Lung Adenocarcinoma and Tumor Immune Microenvironment
    Chen, Feihong
    Wen, Xin
    Wu, Jiani
    Feng, Min
    Feng, Shicheng
    PHARMACEUTICALS, 2024, 17 (09)
  • [39] Identification of cuproptosis-related subtypes, characterization of tumor microenvironment infiltration, and development of a prognosis model in breast cancer
    Li, Zhi
    Zhang, Hua
    Wang, Xixi
    Wang, Qun
    Xue, Jiapeng
    Shi, Yun
    Wang, Minghua
    Wang, Geng
    Zhang, Jianquan
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [40] Comprehensive analysis of cuproptosis-related genes in prognosis, tumor microenvironment infiltration, and immunotherapy response in gastric cancer
    Nie, Haihang
    Wang, Haizhou
    Zhang, Meng
    Ning, Yumei
    Chen, Xiaojia
    Zhang, Zhang
    Hu, Xinyi
    Zhao, Qiu
    Chen, Pengfei
    Fang, Jun
    Wang, Fan
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2023, 149 (08) : 5453 - 5468