The Identification of Critical m6A RNA Methylation Regulators as Malignant Prognosis Factors in Prostate Adenocarcinoma

被引:24
|
作者
Xu, Jiaju [1 ]
Liu, Yuenan [1 ]
Liu, Jingchong [1 ]
Xu, Tianbo [1 ]
Cheng, Gong [1 ]
Shou, Yi [1 ]
Tong, Junwei [1 ]
Liu, Lilong [1 ]
Zhou, Lijie [1 ]
Xiao, Wen [1 ]
Xiong, Zhiyong [1 ]
Yuan, Changfei [1 ]
Chen, Zhixian [1 ]
Liu, Di [1 ]
Yang, Hongmei [2 ]
Liang, Huageng [1 ]
Chen, Ke [1 ]
Zhang, Xiaoping [1 ]
机构
[1] Huazhong Univ Sci & Technol, Union Hosp, Tongji Med Coll, Dept Urol, Wuhan, Peoples R China
[2] Huazhong Univ Sci & Technol, Dept Pathogen Biol, Sch Basic Med, Wuhan, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Ncpsdummy6-methyladenosine; prostate adenocarcinoma; prognostic signature; methyltransferase; biomarker; RNA methylation; LASSO Cox regression; consensus clustering; METHYLTRANSFERASE METTL3 PROMOTES; MESSENGER-RNA; SUSCEPTIBILITY VARIANTS; REGULARIZATION PATHS; HUMAN-PAPILLOMAVIRUS; CLASS DISCOVERY; CANCER; GENE; EXPRESSION; DISEASE;
D O I
10.3389/fgene.2020.602485
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
RNA methylation accounts for over 60% of all RNA modifications, and N-6-methyladenosine (m(6)A) is the most common modification on mRNA and lncRNA of human beings. It has been found that m(6)A modification occurs in microRNA, circRNA, rRNA, and tRNA, etc. The m(6)A modification plays an important role in regulating gene expression, and the abnormality of its regulatory mechanism refers to many human diseases, including cancers. Pitifully, as it stands there is a serious lack of knowledge of the extent to which the expression and function of m(6)A RNA methylation can influence prostate cancer (PC). Herein, we systematically analyzed the expression levels of 35 m(6)A RNA methylation regulators mentioned in literatures among prostate adenocarcinoma patients in the Cancer Genome Atlas (TCGA), finding that most of them expressed differently between cancer tissues and normal tissues with the significance of p < 0.05. Utilizing consensus clustering, we divided PC patients into two subgroups based on the differentially expressed m(6)A RNA methylation regulators with significantly different clinical outcomes. To appraise the discrepancy in total transcriptome between subgroups, the functional enrichment analysis was conducted for differential signaling pathways and cellular processes. Next, we selected five critical genes by the criteria that the regulators had a significant impact on prognosis of PC patients from TCGA through the last absolute shrinkage and selection operator (LASSO) Cox regression and obtained a risk score by weighted summation for prognosis prediction. The survival analysis curve and receiver operating characteristic (ROC) curve showed that this signature could excellently predict the prognosis of PC patients. The univariate and multivariate Cox regression analyses proved the independent prognostic value of the signature. In summary, our effort revealed the significance of m(6)A RNA methylation regulators in prostate cancer and determined a m(6)A gene expression classifier that well predicted the prognosis of prostate cancer.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Malignant Evaluation and Clinical Prognostic Values of M6A RNA Methylation Regulators in Prostate Cancer
    Zhang, Qijie
    Luan, Jiaochen
    Song, Lebin
    Wei, Xiyi
    Xia, Jiadong
    Song, Ninghong
    JOURNAL OF CANCER, 2021, 12 (12): : 3575 - 3586
  • [2] The Prognostic Value of m6A RNA Methylation Regulators in Colon Adenocarcinoma
    Liu, Tao
    Li, Chenyao
    Jin, Lipeng
    Li, Chao
    Wang, Lei
    MEDICAL SCIENCE MONITOR, 2019, 25 : 9435 - 9445
  • [3] Profiles of m6A RNA methylation regulators for the prognosis of hepatocellular carcinoma
    Li, Wang
    Chen, Qi-Feng
    Huang, Tao
    Shen, Lujun
    Huang, Zi-Lin
    Wu, Peihong
    ONCOLOGY LETTERS, 2020, 19 (04) : 3296 - 3306
  • [4] m6A RNA methylation regulators can contribute to malignant progression and impact the prognosis of bladder cancer
    Chen, Mei
    Nie, Zhen-yu
    Wen, Xiao-hong
    Gao, Yuan-hui
    Cao, Hui
    Zhang, Shu-fang
    BIOSCIENCE REPORTS, 2019, 39
  • [5] Effect of m6A RNA Methylation Regulators on Malignant Progression and Prognosis in Renal Clear Cell Carcinoma
    Wang, Jiawu
    Zhang, Chengyao
    He, Weiyang
    Gou, Xin
    FRONTIERS IN ONCOLOGY, 2020, 10
  • [6] RNA m6A methylation regulators in sepsis
    Zhu, Lin
    Zhang, Hairong
    Zhang, Xiaoyu
    Xia, Lei
    MOLECULAR AND CELLULAR BIOCHEMISTRY, 2024, 479 (09) : 2165 - 2180
  • [7] Analysis and identification of m6A RNA methylation regulators in metastatic osteosarcoma
    Huang, Hanji
    Cui, Xiaofei
    Qin, Xiong
    Li, Kanglu
    Yan, Guohua
    Lu, Dejie
    Zheng, Mingjun
    Hu, Ziwei
    Lei, Danqing
    Lan, Nihan
    Zheng, Li
    Yuan, Zhenchao
    Zhu, Bo
    Zhao, Jinmin
    MOLECULAR THERAPY NUCLEIC ACIDS, 2022, 27 : 577 - 592
  • [8] Expression and prognosis characteristics of m6A RNA methylation regulators in breast cancer
    Zhang, B.
    Gu, Y.
    Jiang, G.
    ANNALS OF ONCOLOGY, 2020, 31 : S1225 - S1225
  • [9] m6A RNA methylation regulators contribute to malignant progression in rectal cancer
    Zhuang, Jinfu
    Lin, Chunlin
    Ye, Jianxin
    JOURNAL OF CELLULAR PHYSIOLOGY, 2020, 235 (09) : 6300 - 6306
  • [10] m6A RNA Methylation Regulators Participate in the Malignant Progression and Have Clinical Prognostic Value in Lung Adenocarcinoma
    Li, Fangwei
    Wang, Hong
    Huang, Huirong
    Zhang, Li
    Wang, Dan
    Wan, Yixin
    FRONTIERS IN GENETICS, 2020, 11