Identification and Validation of Hypoxia-Related lncRNA Signature as a Prognostic Model for Hepatocellular Carcinoma

被引:10
|
作者
Zhou, Chenghui [1 ,2 ]
Zhang, Huajun [3 ]
Lu, Liqing [3 ]
机构
[1] Cent South Univ, Xiangya Hosp, Dept Gen Surg, Changsha, Peoples R China
[2] Univ Hosp Cologne, Dept Gen Visceral Canc & Transplantat Surg, Cologne, Germany
[3] Cent South Univ, Xiangya Hosp, Key Lab Canc Prote, Chinese Minist Hlth, Changsha, Peoples R China
关键词
hepatocellular carcinoma; hypoxia; lncRNA; prognosis; immune cells infiltration; immune checkpoint; m6A; POOR-PROGNOSIS; METASTASIS; RADIOTHERAPY; MIGRATION; CELL;
D O I
10.3389/fgene.2021.744113
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Hepatocellular carcinoma (HCC) is one of the most general malignant tumors. Hypoxia is a critical clinical characteristic and acts as a significant part in the development and cancers' prognosis. The prognostic value and biological functions of hypoxia-related lncRNAs in hepatocellular carcinoma is little known. Thus, we aim to establish a hypoxia-related lncRNA signature to predict the HCC patients' survival. First, we extracted the hypoxia-related genes and expression of lncRNAs from the MSigDB and TCGA database, respectively. The co-expression analysis among hypoxia-related mRNAs and lncRNAs was employed to identify hypoxia-related lncRNAs. Then, comprehensive analyses of lncRNAs expression level and survival data were applied to establish the signature. We built a prognostic signature on the foundation of the three differently expressed hypoxia-related lncRNAs. Kaplan-Meier curves indicated the low-risk group is associated with better survival. The 1-, 3-, and 5 years AUC values of the signature were 0.805, 0.672 and 0.63 respectively. The test set performed consistent outcomes. A nomogram was built grounded on the risk score and clinicopathological features. GSEA showed the immune-related pathways in high-risk group, while metabolism-related pathways in low-risk group. Besides, we found this model was correlated with the clinical features, tumor immune cell infiltration, immune checkpoints, and m6A-related genes. Finally, a novel signature based on hypoxia-related lncRNAs was established and validated for predicting HCC patients' survival and may offer some useful information for immunotherapies.
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收藏
页数:12
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