GENOME-WIDE PATHWAY-BASED ASSOCIATION ANALYSIS IDENTIFIES RISK PATHWAYS ASSOCIATED WITH PARKINSON'S DISEASE

被引:17
|
作者
Zhang, Mingming [1 ]
Mu, Hongbo [2 ]
Shang, Zhenwei [1 ]
Kang, Kai [3 ]
Lv, Hongchao [1 ]
Duan, Lian [1 ]
Li, Jin [1 ]
Chen, Xinren [1 ]
Teng, Yanbo [1 ]
Jiang, Yongshuai [1 ]
Zhang, Ruijie [1 ]
机构
[1] Harbin Med Univ, Coll Bioinformat Sci & Technol, Harbin, Peoples R China
[2] Northeast Forestry Univ, Coll Sci, Harbin, Peoples R China
[3] Harbin Med Univ, Affiliated Hosp 2, Dept Cardiovasc Surg, Harbin, Peoples R China
基金
中国国家自然科学基金;
关键词
Parkinson disease; pathway analysis; single nucleotide polymorphism (SNP); genome-wide association study; CELL-ADHESION MOLECULES; GENETIC SUSCEPTIBILITY; GLUTAMATERGIC SYNAPSES; AXON GUIDANCE; EXPRESSION; ONSET; INFLAMMATION; LEUKOCYTE; INSIGHTS; PROVIDES;
D O I
10.1016/j.neuroscience.2016.11.004
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Parkinson's disease (PD) is the second most common neurodegenerative disease. It is generally believed that it is influenced by both genetic and environmental factors, but the precise pathogenesis of PD is unknown to date. In this study, we performed a pathway analysis based on genome-wide association study (GWAS) to detect risk pathways of PD in three GWAS datasets. We first mapped all SNP markers to autosomal genes in each GWAS dataset. Then, we evaluated gene risk values using the minimum P-value of the tagSNPs. We took a pathway as a unit to identify the risk pathways based on the cumulative risks of the genes in the pathway. Finally, we combine the analysis results of the three datasets to detect the high risk pathways associated with PD. We found there were five same pathways in the three datasets. Besides, we also found there were five pathways which were shared in two datasets. Most of these pathways are associated with nervous system. Five pathways had been reported to be PD-related pathways in the previous literature. Our findings also implied that there was a close association between immune response and PD. Continued investigation of these pathways will further help us explain the pathogenesis of PD. (C) 2016 Published by Elsevier Ltd on behalf of IBRO.
引用
收藏
页码:398 / 410
页数:13
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