Novel Roles of RNA m6A Methylation Regulators in the Occurrence of Alzheimer's Disease and the Subtype Classification

被引:9
作者
Li, Min [1 ]
Cheng, Wenli [1 ]
Zhang, Luyun [1 ]
Zhou, Cheng [1 ]
Peng, Xinyue [1 ]
Yu, Susu [1 ]
Zhang, Wenjuan [1 ]
机构
[1] Jinan Univ, Sch Med, Dept Publ Hlth & Prevent Med, Guangzhou 510632, Peoples R China
基金
中国国家自然科学基金;
关键词
Alzheimer's disease; m6A methylation; consensus clustering; biomarker; NUCLEAR-RNA; N6-METHYLADENOSINE; TRANSLATION; PROTEINS;
D O I
10.3390/ijms231810766
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Alzheimer's disease (AD) is one of the most common forms of dementia, closely related to epigenetic factors. N6-methyladenosine (m6A) is the most abundant RNA modification, affecting the pathogenesis and development of neurodegenerative diseases. This study was the first exploration of the combined role of 25 common m6A RNA methylation regulators in AD through the integrated bioinformatics approaches. The 14 m6A regulators related to AD were selected by analyzing differences between AD patients and normal controls. Based on the selected m6A regulators, AD patients could be well classified into two m6A models using consensus clustering. The two clusters of patients had different immune profiles, and m6A regulators were associated with the components of immune cells. Additionally, there were 19 key AD genes obtained by screening differential genes through weighted gene co-expression network and least absolute shrinkage and selection operator regression analysis, which were highly associated with important m6A regulators during the occurrence of AD. More interestingly, NOTCH2 and NME1 could be potential targets for m6A regulation of AD. Taken together, these findings indicate that dysregulation of m6A methylation affects the occurrence of AD and is vital for the subtype classification and immune infiltration of AD.
引用
收藏
页数:16
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