The prognostic value of an autophagy-related lncRNA signature in hepatocellular carcinoma

被引:27
|
作者
Yang, Shiming [1 ]
Zhou, Yaping [2 ,4 ]
Zhang, Xiangxin [2 ,3 ]
Wang, Lu [5 ]
Fu, Jianfeng [4 ]
Zhao, Xiaotong [2 ,3 ]
Yang, Liu [2 ,3 ]
机构
[1] Shandong Second Prov Gen Hosp, Jinan, Shandong, Peoples R China
[2] Shihezi Univ, Sch Med, Shihezi, Peoples R China
[3] Shihezi Univ, Affiliated Hosp 1, Sch Med, Shihezi, Peoples R China
[4] Gen Hosp Xinjiang Mil Reg, Clin Lab Diag Ctr, Urumqi, Xinjiang, Peoples R China
[5] Xinjiang Bayingoleng Mongolian Autonomous Prefect, Dept Med Lab Sci, Korla, Xinjiang, Peoples R China
关键词
Hepatocellular carcinoma; Autophagy-related lncRNAs; The Risk prediction model; LONG NONCODING RNAS; EXPRESSION; INVASION; CANCER; INHIBITION; ACTIVATION; DATABASE; PATHWAY; GROWTH; CELLS;
D O I
10.1186/s12859-021-04123-6
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background lncRNA may be involved in the occurrence, metastasis, and chemical reaction of hepatocellular carcinoma (HCC) through various pathways associated with autophagy. Therefore, it is urgent to reveal more autophagy-related lncRNAs, explore these lncRNAs' clinical significance, and find new targeted treatment strategies. Methods The corresponding data of HCC patients and autophagy genes were obtained from the TCGA database, and the human autophagy database respectively. Based on the co-expression and Cox regression analysis to construct prognostic prediction signature. Results Finally, a signature containing seven autophagy-related lncRNAs (PRRT3-AS1, RP11-479G22.8, RP11-73M18.8, LINC01138, CTD-2510F5.4, CTC-297N7.9, RP11-324I22.4) was constructed. Based on the risk score of signature, Overall survival (OS) curves show that the OS of high-risk patients is significantly lower than that of low-risk patients (P = 2.292e-10), and the prognostic prediction accuracy of risk score (AUC = 0.786) is significantly higher than that of ALBI (0.532), child_pugh (0.573), AFP (0.5751), and AJCC_stage (0.631). Moreover, multivariate Cox analysis and Nomogram of risk score are indicated that the 1-year and 3-year survival rates of patients are obviously accuracy by the combined analysis of the risk score, child_pugh, age, M_stage, and Grade (The AUC of 1- and 3-years are 0.87, and 0.855). Remarkably, the 7 autophagy-related lncRNAs may participate in Spliceosome, Cell cycle, RNA transport, DNA replication, and mRNA surveillance pathway and be related to the biological process of RNA splicing and mRNA splicing. Conclusion In conclusion, the 7 autophagy-related lncRNAs might be promising prognostic and therapeutic targets for HCC.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] Identification of an autophagy-related gene signature that can improve prognosis of hepatocellular carcinoma patients
    Xingxing Huo
    Jian Qi
    Kaiquan Huang
    Su Bu
    Wei Yao
    Ying Chen
    Jinfu Nie
    BMC Cancer, 20
  • [32] Prognostic value of an autophagy-related long-noncoding-RNA signature for endometrial cancer
    Wang, Xiufang
    Dai, Chenyang
    Ye, Minqing
    Wang, Jingyun
    Lin, Weizhao
    Li, Ruiman
    AGING-US, 2021, 13 (04): : 5104 - 5119
  • [33] An autophagy-related lncRNA prognostic risk model for thyroid cancer
    Shan, Yanan
    He, Ran
    Yang, Xiaowei
    Zang, Siwen
    Yao, Shan
    Gao, Min
    Li, Sixuan
    Yin, Zhihua
    EUROPEAN ARCHIVES OF OTO-RHINO-LARYNGOLOGY, 2022, 279 (03) : 1621 - 1631
  • [34] Identification and validation of autophagy-related prognostic signature for head and neck squamous cell carcinoma
    Fang, Jiayu
    Yang, Zhiqiang
    Xie, Jing
    Li, Ziang
    Hu, Chang
    Yang, Minlan
    Zhou, Xuhong
    TRANSLATIONAL ONCOLOGY, 2021, 14 (07):
  • [35] An autophagy-related lncRNA prognostic risk model for thyroid cancer
    Yanan Shan
    Ran He
    Xiaowei Yang
    Siwen Zang
    Shan Yao
    Min Gao
    Sixuan Li
    Zhihua Yin
    European Archives of Oto-Rhino-Laryngology, 2022, 279 : 1621 - 1631
  • [36] Identification and Verification of a Glycolysis-Related lncRNA Prognostic Signature for Hepatocellular Carcinoma
    Qiu, Fakai
    Yu, Guozheng
    Li, Mei
    Li, Zhubin
    Zhang, Qinyang
    Mu, Xudong
    Cheng, Yuan
    Zhai, Pengtao
    Liu, Qunyi
    HORMONE AND METABOLIC RESEARCH, 2024, 56 (11) : 827 - 834
  • [37] Identification and Validation of an Autophagy-Related lncRNA Signature for Patients With Breast Cancer
    Zhang, Ruyue
    Zhu, Qingwen
    Yin, Detao
    Yang, Zhe
    Guo, Jinxiu
    Zhang, Jingmin
    Zhou, Yubing
    Yu, Jane J.
    FRONTIERS IN ONCOLOGY, 2021, 10
  • [38] Identification and Validation of a Prognostic lncRNA Signature for Hepatocellular Carcinoma
    Li, Wang
    Chen, Qi-Feng
    Huang, Tao
    Wu, Peihong
    Shen, Lujun
    Huang, Zi-Lin
    FRONTIERS IN ONCOLOGY, 2020, 10
  • [39] Identification and Validation of a Prognostic Model Based on Three Autophagy-Related Genes in Hepatocellular Carcinoma
    Qin, Fanbo
    Zhang, Junyong
    Gong, Jianping
    Zhang, Wenfeng
    BIOMED RESEARCH INTERNATIONAL, 2021, 2021
  • [40] Development and validation of an autophagy-related prognostic signature in esophageal cancer
    Du, Hailei
    Xie, Shanshan
    Guo, Wei
    Che, Jiaming
    Zhu, Lianggang
    Hang, Junbiao
    Li, Hecheng
    ANNALS OF TRANSLATIONAL MEDICINE, 2021, 9 (04)