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
  • [21] A Pan-Cancer Analysis of the Oncogenic Role of BCL7B: A Potential Biomarker for Prognosis and Immunotherapy
    Yang, Dinglong
    Li, Hetong
    Chen, Yujing
    Li, Chunjiang
    Ren, Weiping
    Huang, Yongbo
    FRONTIERS IN GENETICS, 2022, 13
  • [22] A pan-cancer analysis of homeobox family: expression characteristics and latent significance in prognosis and immune microenvironment
    Wang, Yuanhui
    Gao, Jie
    Ren, Ziyi
    Shen, Ziyi
    Gu, Wei
    Miao, Qinyi
    Hu, Xiaomeng
    Wu, Yan
    Liu, Wei
    Jia, Jia
    Cai, Yi
    Wan, Chunpeng
    Sun, Lei
    Yan, Tingdong
    FRONTIERS IN ONCOLOGY, 2025, 15
  • [23] A pan-cancer analysis of ABI3BP: a potential biomarker for prognosis and immunoinfiltration
    Feng, Yan
    Tao, Fengying
    Qiao, Han
    Tang, Huaping
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [24] Integrative pan-cancer analysis and experiment validation identified GLS as a biomarker in tumor progression, prognosis, immune microenvironment, and immunotherapy
    Li, Dongming
    Cao, Donghui
    Zhang, Yangyu
    Yu, Xinyi
    Wu, Yanhua
    Jia, Zhifang
    Jiang, Jing
    Cao, Xueyuan
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [25] Multi-omics analysis identifies UBA family as potential pan-cancer biomarkers for tumor prognosis and immune microenvironment infiltration
    Wang, Haibin
    Liu, Xinli
    Huang, Hesen
    Tang, Meng
    Li, Jiwei
    Huang, Tingting
    Wang, Shengjie
    FRONTIERS IN IMMUNOLOGY, 2025, 16
  • [26] Identification of OTUD6B as a new biomarker for prognosis and immunotherapy by pan-cancer analysis
    Zhao, Guang
    Song, Dingli
    Wu, Jie
    Yang, Sanhu
    Shi, Sien
    Cui, Xiaohai
    Ren, Hong
    Zhang, Boxiang
    FRONTIERS IN IMMUNOLOGY, 2022, 13
  • [27] PRAME Is a Potential Carcinogenic Biomarker that Correlates with Patient Prognosis and Tumor Immunity Based on Pan-Cancer
    Zhao, Qi
    Zhang, Zhongwei
    Wu, Yinfang
    ANNALS OF CLINICAL AND LABORATORY SCIENCE, 2022, 52 (02) : 185 - 195
  • [28] CCDC58 is a potential biomarker for diagnosis, prognosis, immunity, and genomic heterogeneity in pan-cancer
    Yang, Kai
    Ma, Yan
    Chen, Weigang
    Liu, Lu
    Yang, Zelong
    He, Chaokui
    Zheng, Nanbei
    Liu, Xinyu
    Cheng, Xin
    Song, Junbo
    Chen, Yong
    Qiao, Hongyu
    Zhang, Ruohan
    SCIENTIFIC REPORTS, 2024, 14 (01)
  • [29] MED12 mutation as a potential predictive biomarker for immune checkpoint inhibitors in pan-cancer
    Zhou, Yong
    Tan, Yuan
    Zhang, Qin
    Duan, Qianqian
    Chen, Jun
    EUROPEAN JOURNAL OF MEDICAL RESEARCH, 2022, 27 (01)
  • [30] 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