Expression pattern and prognostic value of N6-methyladenosine RNA methylation key regulators in hepatocellular carcinoma.

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2021-10-06 DOI:10.1093/mutage/geab032
Min Deng, Lin Fang, Shao-Hua Li, Rong-Ce Zhao, Jie Mei, Jing-Wen Zou, Wei Wei, Rong-Ping Guo
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Abstract

Hepatocellular carcinoma (HCC) is still one of the most common malignancies worldwide. The accuracy of biomarkers for predicting the prognosis of HCC and the therapeutic effect is not satisfactory. N6-methyladenosine (m6A) methylation regulators play a crucial role in various tumours. Our research aims further to determine the predictive value of m6A methylation regulators and establish a prognostic model for HCC. In this study, the data of HCC from The Cancer Genome Atlas (TCGA) database was obtained, and the expression level of 15 genes and survival was examined. Then we identified two clusters of HCC with different clinical factors, constructed prognostic markers and analysed gene set enrichment, proteins' interaction and gene co-expression. Three subgroups by consensus clustering according to the expression of the 13 genes were identified. The risk score generated by five genes divided HCC patients into high-risk and low-risk groups. In addition, we developed a prognostic marker that can identify high-risk HCC. Finally, a novel prognostic nomogram was developed to accurately predict HCC patients' prognosis. The expression levels of 13 m6A RNA methylation regulators were significantly upregulated in HCC samples. The prognosis of cluster 1 and cluster 3 was worse. Patients in the high-risk group show a poor prognosis. Moreover, the risk score was an independent prognostic factor for HCC patients. In conclusion, we reveal the critical role of m6A RNA methylation modification in HCC and develop a predictive model based on the m6A RNA methylation regulators, which can accurately predict HCC patients' prognosis and provide meaningful guidance for clinical treatment.

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n6 -甲基腺苷RNA甲基化关键调控因子在肝细胞癌中的表达模式及预后价值
肝细胞癌(HCC)仍然是世界范围内最常见的恶性肿瘤之一。生物标志物预测HCC预后及治疗效果的准确性尚不理想。n6 -甲基腺苷(m6A)甲基化调节因子在多种肿瘤中起关键作用。我们的研究旨在进一步确定m6A甲基化调节因子的预测价值,并建立HCC的预后模型。本研究从the Cancer Genome Atlas (TCGA)数据库中获取HCC的数据,检测15个基因的表达水平和生存率。然后,我们确定了两组具有不同临床因素的HCC,构建了预后标志物,并分析了基因集富集,蛋白质相互作用和基因共表达。根据13个基因的表达情况,经一致聚类鉴定出3个亚群。5个基因生成的风险评分将HCC患者分为高危组和低危组。此外,我们开发了一种可以识别高危HCC的预后标志物。最后,我们开发了一种新的预后图来准确预测HCC患者的预后。在HCC样本中,13个m6A RNA甲基化调节因子的表达水平显著上调。聚类1和聚类3预后较差。高危组患者预后较差。此外,风险评分是HCC患者的独立预后因素。综上所述,我们揭示了m6A RNA甲基化修饰在HCC中的关键作用,并建立了基于m6A RNA甲基化调控因子的预测模型,可以准确预测HCC患者的预后,为临床治疗提供有意义的指导。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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