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Finnish Parkinson's disease study integrating protein-protein interaction network data with exome sequencing analysis.


ABSTRACT: Variants associated with Parkinson's disease (PD) have generally a small effect size and, therefore, large sample sizes or targeted analyses are required to detect significant associations in a whole exome sequencing (WES) study. Here, we used protein-protein interaction (PPI) information on 36 genes with established or suggested associations with PD to target the analysis of the WES data. We performed an association analysis on WES data from 439 Finnish PD subjects and 855 controls, and included a Finnish population cohort as the replication dataset with 60 PD subjects and 8214 controls. Single variant association (SVA) test in the discovery dataset yielded 11 candidate variants in seven genes, but the associations were not significant in the replication cohort after correction for multiple testing. Polygenic risk score using variants rs2230288 and rs2291312, however, was associated to PD with odds ratio of 2.7 (95% confidence interval 1.4-5.2; p?

SUBMITTER: Siitonen A 

PROVIDER: S-EPMC6906405 | biostudies-literature | 2019 Dec

REPOSITORIES: biostudies-literature

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Finnish Parkinson's disease study integrating protein-protein interaction network data with exome sequencing analysis.

Siitonen Ari A   Kytövuori Laura L   Nalls Mike A MA   Gibbs Raphael R   Hernandez Dena G DG   Ylikotila Pauli P   Peltonen Markku M   Singleton Andrew B AB   Majamaa Kari K  

Scientific reports 20191211 1


Variants associated with Parkinson's disease (PD) have generally a small effect size and, therefore, large sample sizes or targeted analyses are required to detect significant associations in a whole exome sequencing (WES) study. Here, we used protein-protein interaction (PPI) information on 36 genes with established or suggested associations with PD to target the analysis of the WES data. We performed an association analysis on WES data from 439 Finnish PD subjects and 855 controls, and include  ...[more]

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