Construction of an HCC recurrence model based on the investigation of immune-related lncRNAs and related mechanisms

被引:8
|
作者
Wang, Xiang-Xu [1 ]
Wu, Li-Hong [2 ]
Ai, Liping [1 ]
Pan, Wei [1 ]
Ren, Jing-Yi [1 ]
Zhang, Qiong [1 ]
Zhang, Hong-Mei [1 ]
机构
[1] Fourth Mil Med Univ, Xijing Hosp, Dept Clin Oncol, Xian 710032, Shaanxi, Peoples R China
[2] Fourth Mil Med Univ, Xijing Hosp Dept 986, Xian 710032, Shaanxi, Peoples R China
来源
MOLECULAR THERAPY-NUCLEIC ACIDS | 2021年 / 26卷
基金
中国国家自然科学基金;
关键词
LONG NONCODING RNAS; COMPREHENSIVE ANALYSIS; PROGNOSIS PREDICTION; EXPRESSION PROFILE; REGULATORY NETWORK; FREE SURVIVAL; CANCER; IDENTIFICATION; MICRORNA; GENES;
D O I
10.1016/j.omtn.2021.11.006
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Long noncoding RNAs (lncRNAs) are emerging as critical regulators of gene expression and play fundamental roles in immune regulation. Growing evidence suggests that immune-related genes and lncRNAs can serve as markers to predict the prognosis of patients with cancers, including hepatocellular carcinoma (HCC). This study aimed to contract an immune-related lncRNA (IR-lncRNA) signature for prospective assessment to predict early recurrence of HCC. A total of 319 HCC samples under radical resection were randomly divided into a training cohort (161 samples) and a testing cohort (158 samples). In the training dataset, univariate, lasso, and multivariate Cox regression analyses identified a 9-IR-lncRNA signature closely related to disease-free survival. Kaplan-Meier analysis, principal component analysis, gene set enrichment analysis, and nomogram were used to evaluate the risk model. The results were further confirmed in the testing cohort. Further- more, we constructed a competitive endogenous RNA regulatory network. The results of the present study indicated that this 9-IR-lncRNA signature has important clinical implications for improving predictive outcomes and guiding individualized treatment in HCC patients. These IR-lncRNAs and regulated genes may be potential biomarkers associated with the prognosis of HCC.
引用
收藏
页码:1387 / 1400
页数:14
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