Identification of RFC4 as a potential biomarker for pan-cancer involving prognosis, tumour immune microenvironment and drugs

被引:1
作者
Yu, Lei [1 ]
Li, Jing [1 ]
Zhang, Mingyang [1 ]
Li, Yu [1 ]
Bai, Jing [1 ]
Liu, Pengxia [1 ]
Yan, Jia [2 ]
Wang, Changshan [1 ]
机构
[1] Inner Mongolia Univ, Sch Life Sci, Hohhot 010020, Peoples R China
[2] Inner Mongolia Med Univ, Sch Basic Med, Hohhot, Inner Mongolia, Peoples R China
基金
中国国家自然科学基金;
关键词
bioinformatics analysis; biomarker; immunity therapy; pan-cancer; prognosis; RFC4; REPLICATION FACTOR-C; HEPATOCELLULAR-CARCINOMA; GENES; RECONSTITUTION; FAMILY;
D O I
10.1111/jcmm.18478
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
RFC4 is required for DNA polymerase delta and DNA polymerase epsilon to initiate DNA template expansion. Downregulated RFC4 inhibits tumour proliferation by causing S-phase arrest and inhibiting mitosis, resulting in the reduction of tumour cells. RFC4 has been implicated that it plays an important role in the initiation and progression of cancers, but a comprehensive analysis of the role of RFC4 in cancer has not been performed. We comprehensively analysed the expression, prognosis, methylation level, splicing level, relationship of RFC4 and immune infiltration, and pan-cancer immunotherapy response used various databases (including TCGA, GTEx, UALCAN, Oncosplicing, TIDE, TISCH, HPA and CAMOIP), and experimented its biological function in HCC. Through pan-cancer analysis, we found that RFC4 is significantly upregulated in most tumours. The tumour patients with high expression of RFC4 have poor prognosis. The methylation level and variable splicing level of RFC4 were abnormal in most tumours compared with the adjacent tissues. Furthermore, RFC4 was closely associated with immune cell infiltration in various cancers. RFC4 was significantly co-expressed with immune checkpoints and other immune-related genes. The expression of RFC4 could indicate the immunotherapy efficacy of some tumours. The RFC4 expression was associated with sensitivity to specific small molecule drugs. Cell experiments have shown that downregulated RFC4 can inhibit cell cycle and tumour cell proliferation. We conducted a systematic pan-cancer analysis of RFC4, and the results showed that RFC4 can serve as a biomarker for cancer diagnosis and prognosis. These findings open new perspectives for precision medicine.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] Integrated pan-cancer analysis of CSMD2 as a potential prognostic, diagnostic, and immune biomarker
    Zhang, Huiyun
    Huang, Taobi
    Ren, Xiangqing
    Fang, Xidong
    Chen, Xia
    Wei, Hui
    Sun, Weiming
    Wang, Yuping
    FRONTIERS IN GENETICS, 2022, 13
  • [32] Pan-Cancer Analysis of GALNT6 with Potential Implications for Prognosis and Tumor Microenvironment in Human Cancer Based on Bioinformatics and qPCR Verification
    Shao, Yue
    Li, Rong
    Chen, Guangmei
    Zhang, Lichuan
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2024, 17 : 2187 - 2201
  • [33] Systematic analysis identifies XRCC4 as a potential immunological and prognostic biomarker associated with pan-cancer
    Yu, Yang
    Sun, Yanyan
    Li, Zhaoxian
    Li, Jiang
    Tian, Dazhi
    BMC BIOINFORMATICS, 2023, 24 (01)
  • [34] MED12 mutation as a potential predictive biomarker for immune checkpoint inhibitors in pan-cancer
    Yong Zhou
    Yuan Tan
    Qin Zhang
    Qianqian Duan
    Jun Chen
    European Journal of Medical Research, 27
  • [35] Migrasome regulator TSPAN4 shapes the suppressive tumor immune microenvironment in pan-cancer
    Wang, Lin-jian
    Xu, Ruiyan
    Wu, Yangyang
    FRONTIERS IN IMMUNOLOGY, 2024, 15
  • [36] Pan-Cancer Analysis of the Oncogenic and Immunological Role of RCN3: A Potential Biomarker for Prognosis and Immunotherapy
    Ding, Jian
    Meng, Yan
    Han, Zelong
    Luo, Xiaobei
    Guo, Xuxue
    Li, Yiwen
    Liu, Side
    Zhuang, Kangmin
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [37] Integrative bioinformatics analysis of WDHD1: a potential biomarker for pan-cancer prognosis, diagnosis, and immunotherapy
    Cui, Zhiwei
    Zou, Fan
    Wang, Rongli
    Wang, Lijun
    Cheng, Feiyan
    Wang, Lihui
    Pan, Rumeng
    Guan, Xin
    Zheng, Nini
    Wang, Wei
    WORLD JOURNAL OF SURGICAL ONCOLOGY, 2023, 21 (01)
  • [38] Integrative bioinformatics analysis of WDHD1: a potential biomarker for pan-cancer prognosis, diagnosis, and immunotherapy
    Zhiwei Cui
    Fan Zou
    Rongli Wang
    Lijun Wang
    Feiyan Cheng
    Lihui Wang
    Rumeng Pan
    Xin Guan
    Nini Zheng
    Wei Wang
    World Journal of Surgical Oncology, 21
  • [39] Pan-cancer analysis suggests that LY6H is a potential biomarker of diagnosis, immunoinfiltration, and prognosis
    Qin, Haifei
    Lu, Honglong
    Qin, Chongjiu
    Huang, Xinlei
    Peng, Kai
    Li, Yuhua
    Lan, Chenlu
    Bi, Aoyang
    Huang, Zaida
    Wei, Yongguang
    Liao, Xiwen
    Peng, Tao
    Zhu, Guangzhi
    JOURNAL OF CANCER, 2024, 15 (17): : 5515 - 5539
  • [40] Pan-cancer analysis and experimental validation of DTL as a potential diagnosis, prognosis and immunotherapy biomarker
    Yumei Tang
    Ye Lei
    Peng Gao
    Junting Jia
    Huijun Du
    Qitong Wang
    Zhixin Yan
    Chen Zhang
    Guojun Liang
    Yanfeng Wang
    Weijun Ma
    Nianzeng Xing
    Le Cheng
    Laifeng Ren
    BMC Cancer, 23