Paper Identification and validation of methylation-CpG prognostic signature for prognosis of hepatocellular carcinoma

被引:0
|
作者
He, Chunmei [1 ,3 ]
Guo, Zehao [1 ,2 ]
Zhang, Hao [1 ,2 ]
Yang, Ganqing [1 ]
Gao, Jintao [1 ,2 ]
Mo, Zhijing [1 ,2 ]
机构
[1] Guilin Med Univ, Sch Intelligent Med & Biotechnol, Guilin 541199, Guangxi, Peoples R China
[2] Guilin Med Univ, Educ Dept Guangxi Zhuang Autonomous Reg, Key Lab Biochem & Mol Biol, Guilin 541199, Guangxi, Peoples R China
[3] Chandi Precis Med Technol, Foshan 528000, Guangdong, Peoples R China
来源
AGING-US | 2024年 / 16卷 / 02期
基金
中国国家自然科学基金;
关键词
hepatocellular carcinoma; prognostic; methylation; oxidative stress; immune checkpoint; T-CELL; IMMUNE CONTEXTURE; IFN-GAMMA; SURVIVAL; RECURRENCE; ACTIVATION; BIOMARKER; PREDICTS; DISEASE; HK3;
D O I
暂无
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Epigenetic biomarkers help predict the prognosis of cancer patients and evaluating the clinical outcome of immunization therapy. In this study, we present a personalized gene methylation-CpG signature to enhance the accuracy of survival prediction for individuals with hepatocellular carcinoma (HCC). Utilizing RNA sequencing and methylation datasets from GEO as well as TCGA, we conducted single sample GSEA (ssGSEA), WGCNA, as well as Cox regression. Through these analyses, we identified 175 oxidative stress and immune -related genes along with 4 CpG loci that are associated with the prognosis of HCC. Subsequently, we constructed a prognostic signature for HCC utilizing these 4 CpG sites, referred to as the HCC Prognostic Signature of Methylation-CpG sites (HPSM). Further investigation revealed an enrichment of immune -related signal pathways in the HPSMlow group, which demonstrated a positive correlation with better survival among HCC patients. Moreover, the methylation of the CpG sites in HPSM was found to be closely linked to drug sensitivity. In vitro experiments tentatively confirmed that promoter methylation regulated the expression of BMPER, one of the CpG sites within HPSM. The expression of BMPER was significantly correlated with cell death in the oxidative stress pathway, and overexpression of BMPER effectively inhibited HCC cell proliferation. Consequently, our findings suggest that HPSM is an independent predictive factor and holds promise for accurately predicting the prognosis of HCC patients.
引用
收藏
页码:1733 / 1749
页数:17
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