Identification of circadian clock genes as regulators of immune infiltration in Hepatocellular Carcinoma

被引:8
|
作者
Zhang, Zhen [1 ]
Liang, Zicheng [2 ]
Gao, Wenhui [3 ]
Yu, Shuxian [1 ]
Hou, Zongwei [1 ]
Li, Kexin [1 ]
Zeng, Puhua [1 ]
机构
[1] Hunan Acad Tradit Chinese Med, Dept Oncol, Affiliated Hosp, Changsha 410006, Peoples R China
[2] Hunan Univ Chinese Med, Dept Internal Med, Coll Integrated Chinese & Western Med, Changsha 410208, Hunan, Peoples R China
[3] Hunan Univ Chinese Med, Sch Chinese Med, Changsha 410208, Peoples R China
来源
JOURNAL OF CANCER | 2022年 / 13卷 / 11期
基金
中国国家自然科学基金;
关键词
Hepatocellular Carcinoma; Circadian clock; Immune infiltration; Chrono-immunotherapy; EXPRESSION; CANCER;
D O I
10.7150/jca.71925
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Multiple studies have reported that the immune system is under the control of a circadian clock, especially in cancers, but how circadian clock genes shape tumor immune cell infiltration in hepatocellular carcinoma (HCC) remains unclear. Methods: The rhythmicity of circadian clock genes was investigated using the GETx database. The expression and methylation level of circadian clock genes in HCC and paracancerous was evaluated using the GETx and TCGA databases. The differential expression of circadian clock genes in HCC was analyzed using the "limma" package of the R 4.0.4 software. The prognosis of each circadian clock gene was accessed by Kaplan-Meier survival analysis and Cox proportional hazards regression analysis. Quantitative real-time PCR and immunohistochemistry (IHC) was carried out to confirm the results. The relationship between circadian rhythm and immune infiltration in HCC was evaluated using the TIMER database and the CIBERSORT algorithm. Results: In addition to RORA, RORB, and ARNTL2, there was a rhythmic expression of other circadian clock genes in liver tissue. The correlation between the expression of circadian clock genes differed when comparing HCC and liver tissue. HCC patients who express low levels of PER-1and CRY2 had a poor overall survival (OS). In contrast, patients with higher expression of NPAS2 had a poor prognosis. In HCC, the expression of the PER-1, CRY2, and NPAS2 genes was closely related to immune infiltration. Conclusion: Our study indicated the disruption of the expression of circadian clock-regulated genes in HCC and identified PER-1, CRY2, and NPAS2 as independent predictors of survival. These genes may be applied as candidate molecular targets for diagnosis and therapy of HCC.
引用
收藏
页码:3199 / 3208
页数:10
相关论文
共 50 条
  • [1] Identification of disulfidptosis-related genes with immune infiltration in hepatocellular carcinoma
    Li, Xiao-min
    Liu, Shan-peng
    Li, Yu
    Cai, Xiao-ming
    Zhang, Shao-bo
    Xie, Ze-feng
    [J]. HELIYON, 2023, 9 (08)
  • [2] Identification of immune infiltration-related genes as prognostic indicators for hepatocellular carcinoma
    Kunfu Dai
    Chao Liu
    Ge Guan
    Jinzhen Cai
    Liqun Wu
    [J]. BMC Cancer, 22
  • [3] Identification of immune infiltration-related genes as prognostic indicators for hepatocellular carcinoma
    Dai, Kunfu
    Liu, Chao
    Guan, Ge
    Cai, Jinzhen
    Wu, Liqun
    [J]. BMC CANCER, 2022, 22 (01)
  • [4] Circadian Clock Genes Are Correlated with Prognosis and Immune Cell Infiltration in Colon Adenocarcinoma
    He, Aoxiao
    Huang, Zhihao
    Zhang, Rongguiyi
    Lu, Hongcheng
    Wang, Jiakun
    Cao, Jiaqing
    Feng, Qian
    [J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2022, 2022
  • [5] THE TRANSCRIPTIONAL REGULATORS, THE IMMUNE SYSTEM AND THE CIRCADIAN CLOCK
    Vinciguerra, M.
    Borghesan, M.
    Pazienza, V.
    Piepoli, A.
    Palmieri, O.
    Tarquini, R.
    Tevy, M. F.
    De Cata, A.
    Mazzoccoli, G.
    [J]. JOURNAL OF BIOLOGICAL REGULATORS AND HOMEOSTATIC AGENTS, 2013, 27 (01): : 9 - 22
  • [6] Dysregulation of Circadian Clock Genes as Significant Clinic Factor in the Tumorigenesis of Hepatocellular Carcinoma
    Liang, Youfang
    Wang, Shaoxiang
    Huang, Xin
    Chai, Ruihuan
    Tang, Qian
    Yang, Rong
    Huang, Xiaoqing
    Wang, Xiao
    Zheng, Kai
    [J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2021, 2021
  • [7] Identification of Hub Genes and Their Correlation With Immune Infiltration Cells in Hepatocellular Carcinoma Based on GEO and TCGA Databases
    Huang, Rui
    Liu, Jinying
    Li, Hui
    Zheng, Lierui
    Jin, Haojun
    Zhang, Yaqing
    Ma, Wei
    Su, Junhong
    Wang, Min
    Yang, Kun
    [J]. FRONTIERS IN GENETICS, 2021, 12
  • [8] Identification of Hub Genes Associated With Immune Infiltration and Predict Prognosis in Hepatocellular Carcinoma via Bioinformatics Approaches
    Chen, Huaping
    Wu, Junrong
    Lu, Liuyi
    Hu, Zuojian
    Li, Xi
    Huang, Li
    Zhang, Xiaolian
    Chen, Mingxing
    Qin, Xue
    Xie, Li
    [J]. FRONTIERS IN GENETICS, 2021, 11
  • [9] The circadian clock is associated with prognosis and immune infiltration in stomach adenocarcinoma
    Huang, Zhihao
    He, Aoxiao
    Wang, Jiakun
    Lu, Hongcheng
    Zhang, Rongguiyi
    Wu, Linquan
    Feng, Qian
    [J]. AGING-US, 2021, 13 (12): : 16637 - 16655
  • [10] Landscape of immunocytes infiltration and prognostic immune- related genes in hepatocellular carcinoma
    Yin, Yanze
    Luo, Yi
    He, Kang
    [J]. ASIAN JOURNAL OF SURGERY, 2023, 46 (10) : 4251 - 4260