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Identification of Critical m6A RNA Methylation Regulators with Prognostic Value in Lower-Grade Glioma
Author(s) -
Jianglin Zheng,
Xuan Wang,
Yue Qiu,
Minjie Wang,
Hao Yu,
Zijie Zhou,
Zhipeng Wu,
Xiaobing Jiang
Publication year - 2021
Publication title -
biomed research international
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.772
H-Index - 126
eISSN - 2314-6141
pISSN - 2314-6133
DOI - 10.1155/2021/9959212
Subject(s) - rna methylation , methylation , n6 methyladenosine , biology , rna , proportional hazards model , glioma , carcinogenesis , stromal cell , dna methylation , cancer research , oncology , long non coding rna , immune system , medicine , gene expression , cancer , immunology , gene , genetics , methyltransferase
Increasing evidences have revealed that N 6 -methyladenosine (m 6 A) RNA methylation regulators participate in the tumorigenesis and development of multiple tumors. So far, there has been little comprehension about the effects of m 6 A RNA methylation regulators on lower-grade gliomas (LGG). Here, we systematically investigated the expression profiles and prognostic significance of 36 m 6 A RNA methylation regulators in LGG patients from the TCGA and CGGA databases. Most of the m 6 A RNA methylation regulators are differentially expressed in LGG tissues as compared with normal brain tissues and glioblastoma (GBM) tissues. The consensus clustering for these m 6 A RNA methylation regulators identified three clusters. Patients in cluster 3 exhibited worse prognosis. In addition, we constructed an m 6 A-related prognostic signature, which exhibited excellent performance in prognostic stratification of LGG patients according to the results of the Kaplan-Meier curves, ROC curves, and univariate and multivariate Cox regression analyses. In addition, a significant correlation was observed between the m 6 A-related prognostic signature and the immune landscape of the LGG microenvironment. The high-risk group exhibited higher immune scores, stromal scores, and ESTIMATE scores but lower tumor purity and lower abundance of activated NK cells. Moreover, the expression level of immune checkpoints was positively correlated with the risk score. To conclude, the current research systematically demonstrated the prognostic roles of m 6 A RNA methylation regulators in LGG.

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