Ferroptosis-related lncRNA signature predicts the prognosis and immune microenvironment of hepatocellular carcinoma

被引:0
|
作者
Chongkai Fang
Silin Liu
Kunliang Feng
Chaoyuan Huang
Ying Zhang
Jinan Wang
Hongtong Lin
Junyan Wang
Chong Zhong
机构
[1] Guangzhou University of Chinese Medicine,First Clinical Medical College
[2] Lingnan Medical Research Center of Guangzhou University of Chinese Medicine,Department of Hepatobiliary Surgery
[3] First Affiliated Hospital of Guangzhou University of Chinese Medicine,School of Pharmaceutical Sciences
[4] Guangdong Provincial Hospital of Traditional Chinese Medicine,undefined
[5] Guangzhou University of Chinese Medicine,undefined
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
This study aimed to construct a ferroptosis-related lncRNA signature to probe the prognosis and immune infiltration of HCC patients. The Cancer Genome Atlas (TCGA) database was randomly divided into two parts, with two-thirds training and one-third testing sets. Univariate, multivariate, and least absolute selection operator (LASSO) Cox regression analyses were performed to establish a ferroptosis-related lncRNA signature. The prognostic signature was constructed by 6 ferroptosis-related lncRNAs (PCAT6, MKLN1-AS, POLH-AS1, LINC00942, AL031985.3, LINC00942) shows a promising clinical prediction value in patients with HCC. Patients with high-risk score indicated a poorer prognosis than patients with low-risk score were shown in the training set (p < 0.001) and testing set (p = 0.024). Principal component analysis (PCA) and nomogram were performed to verify the value of the prognostic signature. The area under curves (AUCs) for 1-, 3-, and 5-year survival rates were 0.784, 0.726, 0.699, respectively. Moreover, TCGA revealed that immune cell subpopulations and related functions, including cytolytic activity, MHC class I, type I and type II IFN response, were significantly different between the two risk groups. Immune checkpoints such as PDCD1, CTLA4, CD44, VTCN1 were also abnormally expressed between the two risk groups. This prognostic signature based on the ferroptosis-related lncRNAs may be promising for the clinical prediction of prognosis and immunotherapeutic responses in patients with HCC.
引用
收藏
相关论文
共 50 条
  • [11] A New Ferroptosis-Related lncRNA Signature Predicts the Prognosis of Bladder Cancer Patients
    Chen, Mei
    Nie, Zhenyu
    Li, Yan
    Gao, Yuanhui
    Wen, Xiaohong
    Cao, Hui
    Zhang, Shufang
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9
  • [12] Ferroptosis-related lncRNA signature predicts prognosis and immunotherapy efficacy in cutaneous melanoma
    Xu, Yujian
    Chen, Youbai
    Niu, Zehao
    Yang, Zheng
    Xing, Jiahua
    Yin, Xiangye
    Guo, Lingli
    Zhang, Qixu
    Yang, Yi
    Han, Yan
    FRONTIERS IN SURGERY, 2022, 9
  • [13] Ferroptosis-related long non-coding RNA signature predicts the prognosis of hepatocellular carcinoma
    Yang, Xin
    Mei, Minhui
    Yang, Jingze
    Guo, Jinlu
    Du, Fan
    Liu, Shi
    AGING-US, 2022, 14 (09): : 4069 - 4084
  • [14] Ferroptosis-related gene signature predicts the prognosis of papillary thyroid carcinoma
    Shi, Jinyuan
    Wu, Pu
    Sheng, Lei
    Sun, Wei
    Zhang, Hao
    CANCER CELL INTERNATIONAL, 2021, 21 (01)
  • [15] Ferroptosis-related gene signature predicts the prognosis of papillary thyroid carcinoma
    Jinyuan Shi
    Pu Wu
    Lei Sheng
    Wei Sun
    Hao Zhang
    Cancer Cell International, 21
  • [16] Construction of a ferroptosis-related five-lncRNA signature for predicting prognosis and immune response in thyroid carcinoma
    Qin, Yuan
    Zhang, Dai
    Zhang, Huan
    Hou, Lan
    Wang, Zhe
    Yang, Liu
    Zhang, Mingkun
    Zhao, Ge
    Yao, Qing
    Ling, Rui
    Zhang, Juliang
    CANCER CELL INTERNATIONAL, 2022, 22 (01)
  • [17] Ferroptosis-Related lncRNA Signature Correlates with the Prognosis, Tumor Microenvironment, and Therapeutic Sensitivity of Esophageal Squamous Cell Carcinoma
    Zhu, Jiahao
    Zhao, Yutian
    Wu, Gang
    Zhang, Xiaojun
    Chen, Qingqing
    Yang, Bo
    Guo, Xinwei
    Ji, Shengjun
    Gu, Ke
    OXIDATIVE MEDICINE AND CELLULAR LONGEVITY, 2022, 2022
  • [18] Ferroptosis-Related lncRNA Signature Correlates with the Prognosis, Tumor Microenvironment, and Therapeutic Sensitivity of Esophageal Squamous Cell Carcinoma
    Zhu, Jiahao
    Zhao, Yutian
    Wu, Gang
    Zhang, Xiaojun
    Chen, Qingqing
    Yang, Bo
    Guo, Xinwei
    Ji, Shengjun
    Gu, Ke
    OXIDATIVE MEDICINE AND CELLULAR LONGEVITY, 2022, 2022
  • [19] Identification of m6A-and ferroptosis-related lncRNA signature for predicting immune efficacy in hepatocellular carcinoma
    Xie, Hongjun
    Shi, Muqi
    Liu, Yifei
    Cheng, Changhong
    Song, Lining
    Ding, Zihan
    Jin, Huanzhi
    Cui, Xiaohong
    Wang, Yan
    Yao, Dengfu
    Wang, Peng
    Yao, Min
    Zhang, Haijian
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [20] Construction of a ferroptosis-related five-lncRNA signature for predicting prognosis and immune response in thyroid carcinoma
    Yuan Qin
    Dai Zhang
    Huan Zhang
    Lan Hou
    Zhe Wang
    Liu Yang
    Mingkun Zhang
    Ge Zhao
    Qing Yao
    Rui Ling
    Juliang Zhang
    Cancer Cell International, 22