Publication: The Genetic Architecture of Parkinson Disease in Spain: Characterizing Population-Specific Risk, Differential Haplotype Structures, and Providing Etiologic Insight.
No Thumbnail Available
Identifiers
Date
2019-10-29
Authors
Bandres-Ciga, Sara
Ahmed, Sarah
Sabir, Marya S
Blauwendraat, Cornelis
Adarmes-Gómez, Astrid D
Bernal-Bernal, Inmaculada
Bonilla-Toribio, Marta
Buiza-Rueda, Dolores
Carrillo, Fátima
Carrión-Claro, Mario
Advisors
Journal Title
Journal ISSN
Volume Title
Publisher
Abstract
The Iberian Peninsula stands out as having variable levels of population admixture and isolation, making Spain an interesting setting for studying the genetic architecture of neurodegenerative diseases. To perform the largest PD genome-wide association study restricted to a single country. We performed a GWAS for both risk of PD and age at onset in 7,849 Spanish individuals. Further analyses included population-specific risk haplotype assessments, polygenic risk scoring through machine learning, Mendelian randomization of expression, and methylation data to gain insight into disease-associated loci, heritability estimates, genetic correlations, and burden analyses. We identified a novel population-specific genome-wide association study signal at PARK2 associated with age at onset, which was likely dependent on the c.155delA mutation. We replicated four genome-wide independent signals associated with PD risk, including SNCA, LRRK2, KANSL1/MAPT, and HLA-DQB1. A significant trend for smaller risk haplotypes at known loci was found compared to similar studies of non-Spanish origin. Seventeen PD-related genes showed functional consequence by two-sample Mendelian randomization in expression and methylation data sets. Long runs of homozygosity at 28 known genes/loci were found to be enriched in cases versus controls. Our data demonstrate the utility of the Spanish risk haplotype substructure for future fine-mapping efforts, showing how leveraging unique and diverse population histories can benefit genetic studies of complex diseases. The present study points to PARK2 as a major hallmark of PD etiology in Spain. © 2019 International Parkinson and Movement Disorder Society.
Description
MeSH Terms
Adult
Age of Onset
Aged
Aged, 80 and over
Case-Control Studies
Chromosome Mapping
Cost of Illness
DNA Methylation
Female
Genetic Predisposition to Disease
Genome-Wide Association Study
Genotype
Haplotypes
Humans
Machine Learning
Male
Middle Aged
Multifactorial Inheritance
Parkinson Disease
Spain
Ubiquitin-Protein Ligases
Age of Onset
Aged
Aged, 80 and over
Case-Control Studies
Chromosome Mapping
Cost of Illness
DNA Methylation
Female
Genetic Predisposition to Disease
Genome-Wide Association Study
Genotype
Haplotypes
Humans
Machine Learning
Male
Middle Aged
Multifactorial Inheritance
Parkinson Disease
Spain
Ubiquitin-Protein Ligases
DeCS Terms
CIE Terms
Keywords
Parkinson's disease, Spanish population, age at onset, polygenic risk score, risk haplotype