Construction of a prognostic model based on genome-wide methylation analysis of miRNAs for hepatocellular carcinoma

被引:2
|
作者
Shi, Zhaoqi [1 ]
Liu, Xiaolong [1 ]
Li, Duguang [1 ]
Fan, Xiaoxiao [1 ]
He, Lifeng [1 ]
Zhou, Daizhan [2 ]
Lin, Hui [1 ]
机构
[1] Zhejiang Univ, Sir Run Run Shaw Hosp, Sch Med, Dept Gen Surg, Hangzhou 310000, Peoples R China
[2] Xinxiang Med Univ, Affiliated Hosp 1, Life Sci Res Ctr, Weihui 453100, Henan, Peoples R China
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
hepatocellular carcinoma; methylation; miR-223; miRNA; prognostic model; DNA METHYLATION; MICRORNA;
D O I
10.2217/epi-2023-0365
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Aim: Using the methylation level of miRNA genes to develop a prognostic model for patients with hepatocellular carcinoma (HCC). Materials & methods: least absolute shrinkage and selection operator and multivariate Cox regression analyses were performed to develop a prognostic model. One miRNA in the model was selected for verification. Results: A prognostic model was developed using eight miRNAs. The areas under the curve for predicting overall survival at 1, 3 and 5 years were 0.75, 0.81 and 0.81. miR-223 was found to be hypomethylated in 160 HCC tissues, and its methylation level was associated with Barcelona Clinic Liver Cancer stages and the prognosis of patients with HCC. Conclusion: The prognostic model based on miRNA methylation levels has the capability to partially forecast the prognosis of patients with HCC. Our research has formulated a prognostic model using the methylation levels of eight miRNA genes for partially forecasting the overall survival rate of patients with hepatocellular carcinoma.
引用
收藏
页码:513 / 527
页数:15
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