Genome-wide data mining to construct a competing endogenous RNA network and reveal the pivotal therapeutic targets of Parkinson's disease

被引:5
|
作者
Zhang, Jing [1 ]
Chen, Ruiying [2 ]
Shi, Fan [1 ]
Yang, Pan [1 ]
Sun, Kun [1 ]
Yang, Xiaojing [1 ]
Jin, Yulan [1 ]
机构
[1] North China Univ Sci & Technol, Sch Publ Hlth, Tangshan 063000, Peoples R China
[2] North China Univ Sci & Technol, Affiliated Hosp, Dept Neurol, Tangshan, Peoples R China
关键词
biomarker; competing endogenous RNA; glutathione; Parkinson' s disease; sphingolipid; COMPREHENSIVE CHARACTERIZATION; CERNA; LANDSCAPE;
D O I
10.1111/jcmm.16190
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Parkinson's disease (PD) is one of the most common neurodegenerative movement disorders, for which there has been no effective treatments. To clarify the pathogenesis of PD, we constructed a competing endogenous RNA (ceRNA) network based on the genome-wide RNA sequencing data. It was found that 92 RNAs were differentially expressed, including 50 mRNAs, 25 miRNAs and 17 lncRNAs, based on which a ceRNA network was constructed and evaluated from 4 aspects of number of nodes, topological coefficients, closeness centrality and betweenness centrality. The functional annotation and enrichment analysis suggested that 6 functional modules, particularly the peripheral nervous system development and toxin metabolic process, dominated the development of PD. To validate the assumption, the gene set enrichment analysis (GSEA) was conducted basing on the genome-wide RNAs regardless whether they were differentially expressed or not. Consistently, the results revealed that dysregulation of MAG, HOXB3, MYRF and PLP1 led to metabolic disorders of sphingolipid and glutathione, which contributed to the pathogenesis of PD. Also, in-depth mining of previous literature confirmed a pivotal role of these dysregulated RNAs, which had been indicated to be potential diagnostic and therapeutic biomarkers of PD. Overall, we constructed a ceRNA network based on the dysregulated mRNAs, lncRNAs and miRNAs in PD, and the aberrant expression of MAG, HOXB3, MYRF and PLP1 caused metabolism disorder of sphingolipid and glutathione, and these genes are of great significance for the diagnosis and treatment of PD.
引用
收藏
页码:5912 / 5923
页数:12
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