A novel signature constructed by super-enhancer-related genes for the prediction of prognosis in hepatocellular carcinoma and associated with immune infiltration

被引:2
|
作者
Wei, Xueyan [1 ,2 ]
Zhou, Zihan [3 ]
Long, Meiying [1 ,2 ]
Lin, Qiuling [4 ]
Qiu, Moqin [5 ]
Chen, Peiqin [6 ]
Huang, Qiongguang [1 ,2 ]
Qiu, Jialin [1 ]
Jiang, Yanji [7 ]
Wen, Qiuping [1 ]
Liu, Yingchun [1 ]
Li, Runwei [8 ]
Nong, Cunli [9 ]
Guo, Qian [9 ]
Yu, Hongping [1 ,10 ,11 ]
Zhou, Xianguo [1 ]
机构
[1] Guangxi Med Univ Canc Hosp, Dept Expt Res, Nanning, Guangxi, Peoples R China
[2] Guangxi Med Univ, Sch Publ Hlth, Dept Epidemiol & Hlth Stat, Nanning, Guangxi, Peoples R China
[3] Guangxi Med Univ Canc Hosp, Dept Canc Prevent & Control, Nanning, Guangxi, Peoples R China
[4] Guangxi Med Univ Canc Hosp, Dept Clin Res, Nanning, Guangxi, Peoples R China
[5] Guangxi Med Univ Canc Hosp, Dept Resp Oncol, Nanning, Guangxi, Peoples R China
[6] Guangxi Med Univ Canc Hosp, Editorial Dept Chinese Journal Oncol Prevent & Tre, Nanning, Guangxi, Peoples R China
[7] Guangxi Med Univ Canc Hosp, Sci Res Dept, Nanning, Guangxi, Peoples R China
[8] Indiana Univ, Sch Publ Hlth, Dept Environm & Occupat Hlth, Bloomington, IN USA
[9] Guangxi Med Univ, Liuzhou Workers Hosp, Dept Infect Dis, Affiliated Hosp 4, Liuzhou, Guangxi, Peoples R China
[10] Guangxi Med Univ, Key Lab Early Prevent & Treatment Reg High Frequen, Minist Educ, Nanning, Guangxi, Peoples R China
[11] Hlth Commiss Guangxi Zhuang Autonomous Reg, Key Cultivated Lab Canc Mol Med, Nanning, Guangxi, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2023年 / 13卷
关键词
hepatocellular carcinoma; super-enhancer; prognostic model; immune infiltration; overall survival; AUTOPHAGY; THERAPY; CANCER;
D O I
10.3389/fonc.2023.1043203
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundSuper-enhancer (SE) refers to a regulatory element with super transcriptional activity, which can enrich transcription factors and drive gene expression. SE-related genes play an important role in the pathogenesis of malignant tumors, including hepatocellular carcinoma (HCC). MethodsThe SE-related genes were obtained from the human super-enhancer database (SEdb). Data from the transcriptome analysis and related clinical information with HCC were obtained from The Cancer Genome Atlas (TCGA) and the International Cancer Genome Consortium (ICGC) database. The upregulated SE-related genes from TCGA-LIHC were identified by the DESeq2R package. Multivariate Cox regression analysis was used to construct a four-gene prognostic signature. According to the median risk score, HCC patients were divided into high-risk and low-risk group patients. ResultsThe Kaplan-Meier (KM) curve showed that a significantly worse prognosis was found for the high-risk group (P<0.001). In the TCGA-LIHC dataset, the area under the curve (AUC) values were 0.737, 0.662, and 0.667 for the model predicting overall survival (OS) over 1-, 3-, and 5- years, respectively, indicating the good prediction ability of our prediction model. This model's prognostic value was further validated in the LIRI-JP dataset and HCC samples (n=65). Furthermore, we found that higher infiltration level of M0 macrophages and upregulated of CTLA4 and PD1 in the high-risk group, implying that immunotherapy could be effective for those patients. ConclusionThese results provide further evidence that the unique SE-related gene model could accurately predict the prognosis of HCC.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] A novel super-enhancer-related gene signature predicts prognosis and immune microenvironment for breast cancer
    Qing Wu
    Xuan Tao
    Yang Luo
    Shiyao Zheng
    Nan Lin
    Xianhe Xie
    BMC Cancer, 23
  • [2] A novel super-enhancer-related gene signature predicts prognosis and immune microenvironment for breast cancer
    Wu, Qing
    Tao, Xuan
    Luo, Yang
    Zheng, Shiyao
    Lin, Nan
    Xie, Xianhe
    BMC CANCER, 2023, 23 (01)
  • [3] Comment on “A novel super-enhancer-related gene signature predicts prognosis and immune microenvironment for breast cancer”
    Matin Chehelgerdi
    Milad Khorramian-Ghahfarokhi
    Fereshteh Behdarvand Dehkordi
    Mohammad Chehelgerdi
    BMC Cancer, 24
  • [4] A novel super-enhancer-related risk model for predicting prognosis and guiding personalized treatment in hepatocellular carcinoma
    Wu, Qing
    Li, Ping
    Tao, Xuan
    Lin, Nan
    Mao, BinBin
    Xie, Xianhe
    BMC CANCER, 2024, 24 (01)
  • [5] A novel signature constructed by ferroptosis-associated genes (FAGs) for the prediction of prognosis in bladder urothelial carcinoma (BLCA) and associated with immune infiltration
    Luan, Jiao-chen
    Zeng, Teng-yue
    Zhang, Qi-jie
    Xia, De-run
    Cong, Rong
    Yao, Liang-yu
    Song, Le-bin
    Zhou, Xiang
    Zhou, Xuan
    Chen, Xiang
    Xia, Jia-dong
    Song, Ning-hong
    CANCER CELL INTERNATIONAL, 2021, 21 (01)
  • [6] A novel signature constructed by ferroptosis-associated genes (FAGs) for the prediction of prognosis in bladder urothelial carcinoma (BLCA) and associated with immune infiltration
    Jiao-chen Luan
    Teng-yue Zeng
    Qi-jie Zhang
    De-run Xia
    Rong Cong
    Liang-yu Yao
    Le-bin Song
    Xiang Zhou
    Xuan Zhou
    Xiang Chen
    Jia-dong Xia
    Ning-hong Song
    Cancer Cell International, 21
  • [7] Pyroptosis related genes signature predicts prognosis and immune infiltration of tumor microenvironment in hepatocellular carcinoma
    Fang, Guoxu
    Zhang, Qinghua
    Fan, Jianhui
    Li, Haitao
    Ding, Zongren
    Fu, Jun
    Wu, Yijun
    Zeng, Yongyi
    Liu, Jingfeng
    BMC CANCER, 2022, 22 (01)
  • [8] Pyroptosis related genes signature predicts prognosis and immune infiltration of tumor microenvironment in hepatocellular carcinoma
    Guoxu Fang
    Qinghua Zhang
    Jianhui Fan
    Haitao Li
    Zongren Ding
    Jun Fu
    Yijun Wu
    Yongyi Zeng
    Jingfeng Liu
    BMC Cancer, 22
  • [9] Pyroptosis-Related LncRNA Signature Predicts Prognosis and Is Associated With Immune Infiltration in Hepatocellular Carcinoma
    Liu, Ze-Kun
    Wu, Ke-Fei
    Zhang, Ren-Yu
    Kong, Ling-Min
    Shang, Run-Ze
    Lv, Jian-Jun
    Li, Can
    Lu, Meng
    Yong, Yu-Le
    Zhang, Cong
    Zheng, Nai-Shan
    Li, Yan-Hong
    Chen, Zhi-Nan
    Bian, Huijie
    Wei, Ding
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [10] Anoikis-related lncRNA signature predicts prognosis and is associated with immune infiltration in hepatocellular carcinoma
    Zhu, Jiahong
    Zhao, Wenjing
    Yang, Junkai
    Liu, Cheng
    Wang, Yilang
    Zhao, Hui
    ANTI-CANCER DRUGS, 2024, 35 (05) : 466 - 480