Construction and Validation of an m6A RNA Methylation Regulators-Based Prognostic Signature for Esophageal Cancer

被引:37
作者
Xu, Li-chao [1 ,2 ]
Pan, Jing-xin [3 ]
Pan, Hong-da [2 ]
机构
[1] Fudan Univ, Dept Intervent Radiol, Shanghai Canc Ctr, Shanghai 200032, Peoples R China
[2] Fudan Univ, Shanghai Med Coll, Dept Oncol, Shanghai 200032, Peoples R China
[3] Fujian Med Univ, Dept Internal Med, Affiliated Hosp 2, Quanzhou 362000, Peoples R China
来源
CANCER MANAGEMENT AND RESEARCH | 2020年 / 12卷
关键词
m6A; RNA methylation; esophageal cancer; prognosis; experimental validation;
D O I
10.2147/CMAR.S254870
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: N6-methyladenosine (m6A) is reported to play a critical role in cancer through various mechanisms. We aimed to construct and validate an m6A RNA methylation regulators-based prognostic signature for Esophageal cancer (ESCA). Materials and Methods: The RNA sequencing transcriptome data of 13 m6A RNA methylation regulators as well as clinical data were obtained from The Cancer Genome Atlas (TCGA) ESCA database. The differential expression of the regulators between ESCA tissues and normal tissues was assessed. Consensus clustering was conducted to explore the different ESCA clusters based on the expression of these regulators. LASSO Cox regression analysis was used to generate a prognostic signature based on m6A RNA methylation regulators expression. Results: Eight regulators (KIAA1429, HNRNPC, RBM15, METTL3, WTAP, YTHDF1, YTHDC1, and YTHDF2) were found to be significantly upregulated in ESCA tissues. Significant differences of survival rate and clinicopathological features were found between the two clusters. A prognostic signature, which consists of HNRNPC and ALKBH5, was constructed based on the TCGA ESCA cohort, which can serve as an independent prognostic predictor. The results of bioinformatics analysis were further successfully validated in the clinical ESCA cohort by qRT-PCR and immunohistochemistry staining. Conclusion: Our study constructed and validated an m6A RNA methylation regulatorsbased prognostic signature. This might provide important information for developing diagnostic and therapeutic strategies.
引用
收藏
页码:5385 / 5394
页数:10
相关论文
共 50 条
  • [41] Bioinformatic analyses and experimental validation of the role of m6A RNA methylation regulators in progression and prognosis of adrenocortical carcinoma
    Xu, Fangshi
    Guan, Yibing
    Ma, Yubo
    Xue, Li
    Zhang, Peng
    Yang, Xiaojie
    Chong, Tie
    AGING-US, 2021, 13 (08): : 11919 - 11941
  • [42] Identification and construction of a prognostic risk model based on multi-RNA methylation regulators in cervical cancer
    Yan, Xiaoling
    Qu, Yuan
    Huang, Wenxuan
    Zhang, Hao
    Zhu, Lei
    Zhang, Liying
    JOURNAL OF OBSTETRICS AND GYNAECOLOGY RESEARCH, 2022, 48 (12) : 3199 - 3208
  • [43] Comprehensive Analysis of m6A RNA Methylation Regulators and the Immune Microenvironment to Aid Immunotherapy in Pancreatic Cancer
    Guo, Yongdong
    Wang, Ronglin
    Li, Junqiang
    Song, Yang
    Min, Jie
    Zhao, Ting
    Hua, Lei
    Shi, Jingjie
    Zhang, Chao
    Ma, Peixiang
    Yang, Cheng
    Zhu, Liaoliao
    Gan, Dongxue
    Li, Shanshan
    Liu, Xiaonan
    Su, Haichuan
    FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [44] Analysis of RNA m6A methylation regulators and tumour immune cell infiltration characterization in prostate cancer
    Zhao, Yue
    Sun, Huimin
    Zheng, Jianzhong
    Shao, Chen
    ARTIFICIAL CELLS NANOMEDICINE AND BIOTECHNOLOGY, 2021, 49 (01) : 407 - 435
  • [45] Comprehensive Analysis of PD-L1 Expression, Immune Infiltrates, and m6A RNA Methylation Regulators in Esophageal Squamous Cell Carcinoma
    Guo, Wei
    Tan, Fengwei
    Huai, Qilin
    Wang, Zhen
    Shao, Fei
    Zhang, Guochao
    Yang, Zhenlin
    Li, Renda
    Xue, Qi
    Gao, Shugeng
    He, Jie
    FRONTIERS IN IMMUNOLOGY, 2021, 12
  • [46] Prognostic risk signature based on the expression of three m6A RNA methylation regulatory genes in kidney renal papillary cell carcinoma
    Sun, Zhuolun
    Jing, Changying
    Xiao, Chutian
    Li, Tengcheng
    Wang, Yu
    AGING-US, 2020, 12 (21): : 22078 - 22094
  • [47] Expression of m6A RNA Methylation Regulators and Their Clinical Predictive Value in Intrahepatic Cholangiocarcinoma
    Wei, Feng
    Zhang, Jia-Ning
    Zhao, Yu-Qing
    Lyu, Hongwei
    Chen, Fengyuan
    FRONTIERS IN BIOSCIENCE-LANDMARK, 2023, 28 (06):
  • [48] Bioinformatics analysis of the correlation between m6A RNA methylation regulators and the immune infiltration and prognosis of bladder cancer
    Wu, Jiacheng
    Wang, Xiaolin
    Xu, Haifei
    Tian, Jiale
    Ji, Hao
    Zhu, Jinfeng
    Guo, Haifeng
    Chen, Zhigang
    ANNALS OF TRANSLATIONAL MEDICINE, 2022, 10 (24)
  • [49] m6A Methylation Regulators Are Predictive Biomarkers for Tumour Metastasis in Prostate Cancer
    Liang, Yingchun
    Zhang, Xiaohua
    Ma, Chenkai
    Hu, Jimeng
    CANCERS, 2022, 14 (16)
  • [50] A Risk Score Model Incorporating Three m6A RNA Methylation Regulators and a Related Network of miRNAs-m6A Regulators-m6A Target Genes to Predict the Prognosis of Patients With Ovarian Cancer
    Li, Qian
    Ren, Chen-Chen
    Chen, Yan-Nan
    Yang, Li
    Zhang, Feng
    Wang, Bao-Jin
    Zhu, Yuan-Hang
    Li, Fei-Yan
    Yang, Jun
    Zhang, Zhen-An
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2021, 9