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Enrichment of Minor Alleles of Common SNPs and Improved Risk Prediction for Parkinson's Disease

Parkinson disease (PD) is the second most common neurodegenerative disorder in the aged population and thought to involve many genetic loci. While a number of individual single nucleotide polymorphisms (SNPs) have been linked with PD, many remain to be found and no known markers or combinations of t...

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Autores principales: Zhu, Zuobin, Yuan, Dejian, Luo, Denghui, Lu, Xitong, Huang, Shi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4514478/
https://www.ncbi.nlm.nih.gov/pubmed/26207627
http://dx.doi.org/10.1371/journal.pone.0133421
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author Zhu, Zuobin
Yuan, Dejian
Luo, Denghui
Lu, Xitong
Huang, Shi
author_facet Zhu, Zuobin
Yuan, Dejian
Luo, Denghui
Lu, Xitong
Huang, Shi
author_sort Zhu, Zuobin
collection PubMed
description Parkinson disease (PD) is the second most common neurodegenerative disorder in the aged population and thought to involve many genetic loci. While a number of individual single nucleotide polymorphisms (SNPs) have been linked with PD, many remain to be found and no known markers or combinations of them have a useful predictive value for sporadic PD cases. The collective effects of genome wide minor alleles of common SNPs, or the minor allele content (MAC) in an individual, have recently been shown to be linked with quantitative variations of numerous complex traits in model organisms with higher MAC more likely linked with lower fitness. Here we found that PD cases had higher MAC than matched controls. A set of 37564 SNPs with MA (MAF < 0.4) more common in cases (P < 0.05) was found to have the best predictive accuracy. A weighted risk score calculated by using this set can predict 2% of PD cases (100% specificity), which is comparable to using familial PD genes to identify familial PD cases. These results suggest a novel genetic component in PD and provide a useful genetic method to identify a small fraction of PD cases.
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spelling pubmed-45144782015-07-29 Enrichment of Minor Alleles of Common SNPs and Improved Risk Prediction for Parkinson's Disease Zhu, Zuobin Yuan, Dejian Luo, Denghui Lu, Xitong Huang, Shi PLoS One Research Article Parkinson disease (PD) is the second most common neurodegenerative disorder in the aged population and thought to involve many genetic loci. While a number of individual single nucleotide polymorphisms (SNPs) have been linked with PD, many remain to be found and no known markers or combinations of them have a useful predictive value for sporadic PD cases. The collective effects of genome wide minor alleles of common SNPs, or the minor allele content (MAC) in an individual, have recently been shown to be linked with quantitative variations of numerous complex traits in model organisms with higher MAC more likely linked with lower fitness. Here we found that PD cases had higher MAC than matched controls. A set of 37564 SNPs with MA (MAF < 0.4) more common in cases (P < 0.05) was found to have the best predictive accuracy. A weighted risk score calculated by using this set can predict 2% of PD cases (100% specificity), which is comparable to using familial PD genes to identify familial PD cases. These results suggest a novel genetic component in PD and provide a useful genetic method to identify a small fraction of PD cases. Public Library of Science 2015-07-24 /pmc/articles/PMC4514478/ /pubmed/26207627 http://dx.doi.org/10.1371/journal.pone.0133421 Text en © 2015 Zhu et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Zhu, Zuobin
Yuan, Dejian
Luo, Denghui
Lu, Xitong
Huang, Shi
Enrichment of Minor Alleles of Common SNPs and Improved Risk Prediction for Parkinson's Disease
title Enrichment of Minor Alleles of Common SNPs and Improved Risk Prediction for Parkinson's Disease
title_full Enrichment of Minor Alleles of Common SNPs and Improved Risk Prediction for Parkinson's Disease
title_fullStr Enrichment of Minor Alleles of Common SNPs and Improved Risk Prediction for Parkinson's Disease
title_full_unstemmed Enrichment of Minor Alleles of Common SNPs and Improved Risk Prediction for Parkinson's Disease
title_short Enrichment of Minor Alleles of Common SNPs and Improved Risk Prediction for Parkinson's Disease
title_sort enrichment of minor alleles of common snps and improved risk prediction for parkinson's disease
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4514478/
https://www.ncbi.nlm.nih.gov/pubmed/26207627
http://dx.doi.org/10.1371/journal.pone.0133421
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