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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2015
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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. |
format | Online Article Text |
id | pubmed-4514478 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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