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m6A RNA甲基化修饰关键调控因子在肝细胞癌中的表达模式及预后价值

Expression Pattern and Prognostic Value of Key Regulators for m6A RNA Modification in Hepatocellular Carcinoma.

作者信息

Zhang Lele, Qiao Yiting, Huang Jiacheng, Wan Dalong, Zhou Lin, Lin Shengzhang, Zheng Shusen

机构信息

The First Affiliated Hospital, Zhejiang University School of Medicine, Division of Hepatobiliary and Pancreatic Surgery, Department of Surgery, Hangzhou, China.

School of Medicine, Zhejiang University, Hangzhou, China.

出版信息

Front Med (Lausanne). 2020 Sep 16;7:556. doi: 10.3389/fmed.2020.00556. eCollection 2020.

Abstract

As the most prevalent type of mRNA modification in mammals, N6-methyladenosine (m6A) is involved in various biological processes. Accumulating studies have indicated that the deregulation of m6A RNA modification is linked to cancer and other diseases. However, its implications in hepatocellular carcinoma (HCC) remain poorly characterized. Herein, we sought to investigate the expression pattern of 13 key regulators for m6A RNA modification and to evaluate their prognostic value in HCC. First, we systematically analyzed data from The Cancer Genome Atlas (TCGA) database pertaining to patient clinical information and mRNA gene expression data. We found that 11 out of 13 key regulators for m6A RNA modification showed significantly higher expression levels in HCC. Subsequently, we identified two subgroups (clusters 1 and 2) consensus clustering based on the expression of 13 m6A RNA methylation regulators. Cluster 2 had a worse prognosis and was also significantly correlated with higher histological grade and pathological stage when compared with cluster 1. Moreover, cluster 2 was remarkedly enriched for cancer-related pathways. We further constructed a robust risk signature of five regulators for m6A RNA modification. Further analysis indicated that this risk signature could be an independent prognostic factor for HCC, and the prognostic relevance of this five-gene risk signature was successfully validated using the Gene Expression Omnibus (GEO) dataset. Finally, we established a novel prognostic nomogram on the basis of age, gender, histological grade, pathological stage, and risk score to precisely predict the prognosis of patients with HCC. In summary, we herein uncovered the vital role of regulators for m6A RNA modification in HCC and developed a risk signature as a promising prognostic marker in HCC patients.

摘要

作为哺乳动物中最普遍的mRNA修饰类型,N6-甲基腺苷(m6A)参与多种生物学过程。越来越多的研究表明,m6A RNA修饰的失调与癌症和其他疾病有关。然而,其在肝细胞癌(HCC)中的意义仍不清楚。在此,我们试图研究13种m6A RNA修饰关键调节因子的表达模式,并评估它们在HCC中的预后价值。首先,我们系统分析了来自癌症基因组图谱(TCGA)数据库的患者临床信息和mRNA基因表达数据。我们发现,13种m6A RNA修饰关键调节因子中有11种在HCC中表达水平显著更高。随后,我们基于13种m6A RNA甲基化调节因子的表达进行共识聚类,确定了两个亚组(聚类1和聚类2)。与聚类1相比,聚类2的预后更差,并且与更高的组织学分级和病理分期也显著相关。此外,聚类2显著富集了癌症相关通路。我们进一步构建了一个由5种m6A RNA修饰调节因子组成的稳健风险特征模型。进一步分析表明,该风险特征模型可能是HCC的一个独立预后因素,并且使用基因表达综合数据库(GEO)数据集成功验证了这个五基因风险特征模型的预后相关性。最后,我们基于年龄、性别、组织学分级、病理分期和风险评分建立了一个新的预后列线图,以精确预测HCC患者的预后。总之,我们在此揭示了m6A RNA修饰调节因子在HCC中的重要作用,并开发了一种风险特征模型作为HCC患者有前景的预后标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f67/7534531/936a2fb718b9/fmed-07-00556-g0001.jpg

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