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肝细胞癌中组蛋白赖氨酸关键甲基转移酶和去甲基酶的综合生物信息学分析。

Comprehensive Bioinformatics Analysis of Key Methyltransferases and Demethylases for Histone Lysines in Hepatocellular Carcinoma.

机构信息

Department of Oncology, First Hospital, 117971Jilin University, Jilin, People's Republic of China.

Institute of Military Cognition and Brain Sciences, 71040Academy of Military Medical Sciences, Beijing, People's Republic of China.

出版信息

Technol Cancer Res Treat. 2020 Jan-Dec;19:1533033820983284. doi: 10.1177/1533033820983284.

Abstract

BACKGROUND & AIMS: Methylation of lysines on histones, controlled by various methyltransferases and demethylases, is an important component of epigenetic modifications, and abnormal regulation of such enzymes serves as common events in hepatocellular carcinoma. We determined to identify important methyltransferases and demethylases that might regulate the development of hepatocellular carcinoma by bioinformatics.

METHODS

The Oncomine and UALCAN databases were used to retrieve mRNA expression levels of histone lysine methyltransferases and demethylases in hepatocellular carcinoma. Data analyses of genetic alterations, mainly mutations and copy number alterations, were performed on the cBioportal platform. Protein-protein interactions were established in the STRING database.

RESULTS

mRNA expression of 8 genes correlated with clinical staging and grading, whereas 4 genes indicated a role in the prognosis, all co-expressed with SEDB1 and WHSC1. Genetically, 12 genes showing an alteration rate higher than 5% were identified, and only 3 were indicative of prognosis. Copy number gains in ASH1L, SETDB1, and KDM5B might partially contribute to the upregulation of their mRNA expression. The close relationship of mutations in MLL2/MLL3 with driver gene mutations in hepatocellular carcinoma provided a rationale for further investigation.

CONCLUSIONS

We identified 11 methyltransferases and demethylases for major histone lysines that might be promising research targets in the pathogenesis, development, and prediction of prognosis in hepatocellular carcinoma using bioinformatics.

摘要

背景与目的

组蛋白赖氨酸的甲基化由各种甲基转移酶和去甲基酶控制,是表观遗传修饰的重要组成部分,这些酶的异常调节是肝细胞癌的常见事件。我们通过生物信息学确定了可能通过调节肝细胞癌发展的重要甲基转移酶和去甲基酶。

方法

使用 Oncomine 和 UALCAN 数据库检索肝细胞癌中组蛋白赖氨酸甲基转移酶和去甲基酶的 mRNA 表达水平。在 cBioportal 平台上对遗传改变(主要是突变和拷贝数改变)进行数据分析。在 STRING 数据库中建立蛋白质-蛋白质相互作用。

结果

8 个基因的 mRNA 表达与临床分期和分级相关,而 4 个基因与预后相关,均与 SEDB1 和 WHSC1 共表达。在遗传学上,确定了 12 个改变率高于 5%的基因,只有 3 个基因与预后相关。ASH1L、SETDB1 和 KDM5B 的拷贝数增加可能部分导致其 mRNA 表达上调。MLL2/MLL3 突变与肝细胞癌中的驱动基因突变密切相关,为进一步研究提供了依据。

结论

我们通过生物信息学确定了 11 个主要组蛋白赖氨酸的甲基转移酶和去甲基酶,它们可能是肝细胞癌发病机制、发展和预后预测的有前途的研究靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4615/7871294/43ada771dc69/10.1177_1533033820983284-fig1.jpg

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