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.
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页数:11
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