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] Development and Validation of a Hypoxia-related Prognostic Model for Ovarian Cancer
    Xie, Linling
    Pan, Meijun
    Zhang, Zhaoping
    Jiang, Xiaotao
    Chen, Yi
    Liu, Guantong
    Chen, Yanfen
    Zeng, Yuhua
    Guan, Jieshan
    Lu, Ruling
    Zeng, Lei
    RECENT PATENTS ON ANTI-CANCER DRUG DISCOVERY, 2023, 18 (02) : 161 - 173
  • [22] Novel Hypoxia-Related Gene Signature for Risk Stratification and Prognosis in Hepatocellular Carcinoma
    Li, Quanxiao
    Jin, Limin
    Jin, Meng
    FRONTIERS IN GENETICS, 2021, 12
  • [23] Construction and validation of an immune-related LncRNA prognostic model for hepatocellular carcinoma
    Xin, Chang
    Huang, Bin
    Chen, Mingliang
    Yan, Huanjun
    Zhu, Kelei
    Chen, Lei
    Jiang, Cunbing
    Zhang, Jianlei
    Wu, Yifeng
    CYTOKINE, 2022, 156
  • [24] Identification of prognostic hypoxia-related genes signature on the tumor microenvironment in esophageal cancer
    Tan, Linlin
    Cheng, Dingzhuo
    Wen, Jianbo
    Huang, Kefeng
    Zhang, Qin
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2021, 18 (06) : 7743 - 7758
  • [25] Development and validation of a novel hypoxia-related signature for prognostic and immunogenic evaluation in head and neck squamous cell carcinoma
    Li, Su-Ran
    Man, Qi-Wen
    Liu, Bing
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [26] 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
  • [27] Identification of a Five-Autophagy-Related-lncRNA Signature as a Novel Prognostic Biomarker for Hepatocellular Carcinoma
    Deng, Xiaoyu
    Bi, Qinghua
    Chen, Shihan
    Chen, Xianhua
    Li, Shuhui
    Zhong, Zhaoyang
    Guo, Wei
    Li, Xiaohui
    Deng, Youcai
    Yang, Yao
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2021, 7
  • [28] Hypoxia-Related Signature Is a Prognostic Biomarker of Pancreatic Cancer
    Zhang, Jing-jing
    Shao, Chao
    Yin, Yi-xin
    Sun, Qiang
    Li, Ya-ni
    Zha, Ya-wen
    Li, Min-ying
    Hu, Bang-li
    DISEASE MARKERS, 2022, 2022
  • [29] Hypoxia-Related Signature Is a Prognostic Biomarker of Pancreatic Cancer
    Zhang, Jing-jing
    Shao, Chao
    Yin, Yi-xin
    Sun, Qiang
    Li, Ya-ni
    Zha, Ya-wen
    Li, Min-ying
    Hu, Bang-li
    DISEASE MARKERS, 2022, 2022
  • [30] Identification of an Eight-LncRNA Signature as the Prognostic LncRNA Markers in Hepatocellular Carcinoma Patients
    Wang, Dongfang
    Liu, Tianchi
    Zeng, Weiping
    Li, Sixu
    Tan, Keai Sinn
    Tan, Wen
    Gu, Li
    SAINS MALAYSIANA, 2022, 51 (01): : 107 - 119