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.
引用
收藏
页数:12
相关论文
共 50 条
  • [21] Identification and Validation of an Immune-related Prognostic Signature for Hepatocellular Carcinoma
    Xia, Xinxin
    Tang, Ping
    Liu, Hui
    Li, Yuejun
    JOURNAL OF CLINICAL AND TRANSLATIONAL HEPATOLOGY, 2021, 9 (06) : 798 - 808
  • [22] Identification of Prognostic Glycolysis-Related lncRNA Signature in Tumor Immune Microenvironment of Hepatocellular Carcinoma
    Bai, Yang
    Lin, Haiping
    Chen, Jiaqi
    Wu, Yulian
    Yu, Shi'an
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 8
  • [23] An m6A-Related lncRNA Signature Predicts the Prognosis of Hepatocellular Carcinoma
    Zhang, Zhenyu
    Wang, Fangkai
    Zhang, Jianlin
    Zhan, Wenjing
    Zhang, Gaosong
    Li, Chong
    Zhang, Tongyuan
    Yuan, Qianqian
    Chen, Jia
    Guo, Manyu
    Xu, Honghai
    Yu, Feng
    Wang, Hengyi
    Wang, Xingyu
    Kong, Weihao
    FRONTIERS IN PHARMACOLOGY, 2022, 13
  • [24] Identification of a novel four-lncRNA signature as a prognostic indicator in cirrhotic hepatocellular carcinoma
    Ma, Linkun
    Deng, Cunliang
    PEERJ, 2019, 7
  • [25] Construction and Validation of a Combined Ferroptosis and Hypoxia Prognostic Signature for Hepatocellular Carcinoma
    Wen, Kai
    Yan, Yongcong
    Shi, Juanyi
    Hu, Lei
    Wang, Weidong
    Liao, Hao
    Li, Huoming
    Zhu, Yue
    Mao, Kai
    Xiao, Zhiyu
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 8
  • [26] Identification of hypoxia-related prognostic signature for ovarian cancer based on Cox regression model
    Sheng, Wei
    Bai, Wen-pei
    EUROPEAN JOURNAL OF GYNAECOLOGICAL ONCOLOGY, 2022, 43 (02) : 247 - 256
  • [27] Development of a novel immune-related lncRNA prognostic signature for patients with hepatocellular carcinoma
    Rui Li
    Chen Jin
    Weiheng Zhao
    Rui Liang
    Huihua Xiong
    BMC Gastroenterology, 22
  • [28] Development of a novel immune-related lncRNA prognostic signature for patients with hepatocellular carcinoma
    Li, Rui
    Jin, Chen
    Zhao, Weiheng
    Liang, Rui
    Xiong, Huihua
    BMC GASTROENTEROLOGY, 2022, 22 (01)
  • [29] Development and Validation of a Hypoxia-Related Signature for Predicting Survival Outcomes in Patients With Bladder Cancer
    Zhang, Facai
    Wang, Xiaoming
    Bai, Yunjin
    Hu, Huan
    Yang, Yubo
    Wang, Jiahao
    Tang, Yin
    Ma, Honggui
    Feng, Dechao
    Li, Dengxiong
    Han, Ping
    FRONTIERS IN GENETICS, 2021, 12
  • [30] Development and Validation of an Immune-Related lncRNA Signature for Predicting the Prognosis of Hepatocellular Carcinoma
    Kong, Weihao
    Wang, Xingyu
    Zuo, Xiaomin
    Mao, Zhongxiang
    Cheng, Ya
    Chen, Wei
    FRONTIERS IN GENETICS, 2020, 11