Yu Zhi-Hao, Feng Shao-Ting, Zhang Di, Cao Xu-Chen, Yu Yue, Wang Xin
The First Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, National Clinical Research Center for Cancer, Huan-Hu-Xi Road, He-Xi District, Tianjin, 300060, China.
Key Laboratory of Cancer Prevention and Therapy, Tianjin, 300060, China.
Cancer Cell Int. 2021 Jul 19;21(1):385. doi: 10.1186/s12935-021-02090-9.
N6-Methyladenosine (m6A) is the most common RNA modification and regulates RNA splicing, translation, translocation, and stability. Aberrant expression of m6A has been reported in various types of human cancers. m6A RNA modification is dynamically and reversibly mediated by different regulators, including methyltransferase, demethylases, and m6A binding proteins. However, the role of m6A RNA methylation regulators in thyroid cancer remains unknown. The aim of this study is to investigate the effect of the 13 main m6A RNA modification regulators in thyroid carcinoma.
We obtained clinical data and RNA sequencing data of 13 m6A RNA methylation regulators from The Cancer Genome Atlas (TCGA) THCA database. We performed consensus clustering to identify the clinical relevance of m6A RNA methylation regulators in thyroid carcinoma. Then we used LASSO Cox regression analysis to generate a prognostic signature based on m6A RNA modification regulator expression. Kyoto Encyclopedia of Genes and Genomes, Gene Ontology and Gene Set Enrichment Analyses were performed to explore differential cellular processes and signaling pathways between the two groups based on risk signature.
We found that most of the m6A RNA modification regulators are down-regulated in 450 patients with thyroid carcinoma. We derived a three m6A RNA modification regulator genes-based risk signature (FTO, RBM15 and KIAA1429), that is an independent prognostic biomarker in patients with thyroid carcinoma. Moreover, we found that this risk signature could better predict outcome in male than female. Functional research in vitro demonstrated that the m6A RNA methylation regulators involved in the model acted significant role in the proliferation and migration of thyroid cancer cells.
Our study revealed the influence of m6A RNA methylation regulators on thyroid carcinoma through biological experiments and three-gene prognostic model.
N6-甲基腺苷(m6A)是最常见的RNA修饰,可调节RNA剪接、翻译、转运和稳定性。m6A的异常表达已在多种人类癌症中被报道。m6A RNA修饰由不同的调节因子动态且可逆地介导,包括甲基转移酶、去甲基酶和m6A结合蛋白。然而,m6A RNA甲基化调节因子在甲状腺癌中的作用仍不清楚。本研究的目的是探讨13种主要的m6A RNA修饰调节因子在甲状腺癌中的作用。
我们从癌症基因组图谱(TCGA)的THCA数据库中获取了13种m6A RNA甲基化调节因子的临床数据和RNA测序数据。我们进行了一致性聚类,以确定m6A RNA甲基化调节因子在甲状腺癌中的临床相关性。然后,我们使用LASSO Cox回归分析,基于m6A RNA修饰调节因子的表达生成一个预后特征。进行京都基因与基因组百科全书(KEGG)、基因本体论(GO)和基因集富集分析,以基于风险特征探索两组之间不同的细胞过程和信号通路。
我们发现,在450例甲状腺癌患者中,大多数m6A RNA修饰调节因子表达下调。我们得出了一个基于3个m6A RNA修饰调节因子基因的风险特征(FTO、RBM15和KIAA1429),这是甲状腺癌患者的一个独立预后生物标志物。此外,我们发现这个风险特征在男性中比在女性中能更好地预测预后。体外功能研究表明,模型中涉及的m6A RNA甲基化调节因子在甲状腺癌细胞的增殖和迁移中起重要作用。
我们的研究通过生物学实验和三基因预后模型揭示了m6A RNA甲基化调节因子对甲状腺癌的影响。