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与甲基化相关的调控基因在肝细胞癌诊断和预后中的作用。

Role of mC-related regulatory genes in the diagnosis and prognosis of hepatocellular carcinoma.

作者信息

He Yuting, Yu Xiao, Li Jie, Zhang Qiyao, Zheng Qingyuan, Guo Wenzhi

机构信息

Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University Zhengzhou 450052, Henan, P. R. China.

Key Laboratory of Hepatobiliary and Pancreatic Surgery and Digestive Organ Transplantation of Henan Province, The First Affiliated Hospital of Zhengzhou University Zhengzhou 450052, Henan, P. R. China.

出版信息

Am J Transl Res. 2020 Mar 15;12(3):912-922. eCollection 2020.

Abstract

Hepatocellular carcinoma (HCC) is one of the most common malignancies globally, and is frequently associated with a poor prognosis. 5-methylcytosine (mC) is a common epigenetic modification with many critical roles in eukaryotes. However, the expression and functional roles of mC regulators are largely unknown. In this study, we utilized The Cancer Genome Atlas (TCGA) to determine the expression, gene signatures, and prognostic values of mC-related genes. We confirmed that the frequency of mutation events of mC regulatory genes was high in HCC (35/363). Dysregulation of mC-related genes was also associated with a higher HCC stage. Moreover, a strong relationship was found between the expression of mC regulatory genes and HCC patient survival. High expression of and correlated significantly with survival outcome. We developed a two-gene signature of mC regulators with HCC prognostic value based on the least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression models. Gene set enrichment analysis (GSEA) results indicated that high expression of was associated with methylation and demethylation processes. Meanwhile, high expression of was clearly related to cell cycle regulation and mitosis. In conclusion, our results revealed that mC-related genes play an essential role in tumor progression in HCC. Further detection of mC methylation could provide a novel method for HCC targeted therapy.

摘要

肝细胞癌(HCC)是全球最常见的恶性肿瘤之一,且预后通常较差。5-甲基胞嘧啶(mC)是一种常见的表观遗传修饰,在真核生物中发挥着许多关键作用。然而,mC调节因子的表达和功能作用在很大程度上尚不清楚。在本研究中,我们利用癌症基因组图谱(TCGA)来确定mC相关基因的表达、基因特征和预后价值。我们证实,mC调节基因在HCC中的突变事件发生率很高(35/363)。mC相关基因的失调也与更高的HCC分期相关。此外,还发现mC调节基因的表达与HCC患者的生存率之间存在密切关系。 和 的高表达与生存结果显著相关。我们基于最小绝对收缩和选择算子(LASSO)和多变量Cox回归模型,开发了一种具有HCC预后价值的mC调节因子双基因特征。基因集富集分析(GSEA)结果表明, 的高表达与甲基化和去甲基化过程相关。同时, 的高表达明显与细胞周期调控和有丝分裂有关。总之,我们的结果表明,mC相关基因在HCC的肿瘤进展中起着至关重要的作用。进一步检测mC甲基化可为HCC的靶向治疗提供一种新方法。

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