Convergence of miRNA Expression Profiling, α-Synuclein Interacton and GWAS in Parkinson's Disease

被引:215
作者
Martins, Madalena [1 ,2 ]
Rosa, Alexandra [2 ,3 ]
Guedes, Leonor C. [1 ,4 ]
Fonseca, Benedita V. [1 ,2 ]
Gotovac, Kristina [5 ]
Violante, Sara [2 ]
Mestre, Tiago [1 ,4 ]
Coelho, Miguel [1 ,4 ]
Rosa, Mario M. [1 ,4 ]
Martin, Eden R. [6 ]
Vance, Jeffery M. [6 ]
Outeiro, Tiago F. [7 ,8 ,9 ]
Wang, Liyong [6 ]
Borovecki, Fran [5 ]
Ferreira, Joaquim J. [1 ,4 ]
Oliveira, Sofia A. [1 ,2 ]
机构
[1] Inst Mol Med, Neurol Clin Res Unit, Lisbon, Portugal
[2] Inst Gulbenkian Ciencias, Oeiras, Portugal
[3] Univ Madeira, Ctr Competencias Ciencias Vida, Unidade Ciencias Med, Funchal, Portugal
[4] Ctr Hosp Lisboa Norte, Hosp Santa Maria, Serv Neurol, Lisbon, Portugal
[5] Univ Zagreb, Sch Med, Univ Hosp Ctr Zagreb, Dept Funct Genom,Ctr Translat & Clin Res, Zagreb 41001, Croatia
[6] Univ Miami, Miller Sch Med, Hussman Inst Human Genom, Miami, FL 33136 USA
[7] Inst Mol Med, Cell & Mol Neurosci Unit, Lisbon, Portugal
[8] Univ Lisbon, Fac Med, Inst Fisiol, Lisbon, Portugal
[9] Univ Med Gottingen, Ctr Mol Physiol Brain, Dept Neurodegenerat & Restaurat Res, Gottingen, Germany
关键词
GENOME-WIDE ASSOCIATION; GLUCOCEREBROSIDASE MUTATIONS; GENE-EXPRESSION; RISK-FACTORS; PREDICTION; TOXICITY; PATHWAYS; SEMA5A; SITE; SNCA;
D O I
10.1371/journal.pone.0025443
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
miRNAs were recently implicated in the pathogenesis of numerous diseases, including neurological disorders such as Parkinson's disease (PD). miRNAs are abundant in the nervous system, essential for efficient brain function and play important roles in neuronal patterning and cell specification. To further investigate their involvement in the etiology of PD, we conducted miRNA expression profiling in peripheral blood mononuclear cells (PBMCs) of 19 patients and 13 controls using microarrays. We found 18 miRNAs differentially expressed, and pathway analysis of 662 predicted target genes of 11 of these miRNAs revealed an over-representation in pathways previously linked to PD as well as novel pathways. To narrow down the genes for further investigations, we undertook a parallel approach using chromatin immunoprecipitation-sequencing (ChIP-seq) analysis to uncover genome-wide interactions of alpha-synuclein, a molecule with a central role in both monogenic and idiopathic PD. Convergence of ChIP-seq and miRNomics data highlighted the glycosphingolipid biosynthesis and the ubiquitin proteasome system as key players in PD. We then tested the association of target genes belonging to these pathways with PD risk, and identified nine SNPs in USP37 consistently associated with PD susceptibility in three genome-wide association studies (GWAS) datasets (0.46 <= OR <= 0.63) and highly significant in the meta-dataset (3.36x10(-4)< p < 1.94x10(-3)). A SNP in ST8SIA4 was also highly associated with PD (p = 6.15x10(-3)) in the meta-dataset. These findings suggest that several miRNAs may act as regulators of both known and novel biological processes leading to idiopathic PD.
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页数:11
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