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Enrichment of minor allele of SNPs and genetic prediction of type 2 diabetes risk in British population

Type 2 diabetes (T2D) is a complex disorder characterized by high blood sugar, insulin resistance, and relative lack of insulin. The collective effects of genome wide minor alleles of common SNPs, or the minor allele content (MAC) in an individual, have been linked with quantitative variations of co...

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Autores principales: Lei, Xiaoyun, Huang, Shi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5669465/
https://www.ncbi.nlm.nih.gov/pubmed/29099854
http://dx.doi.org/10.1371/journal.pone.0187644
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author Lei, Xiaoyun
Huang, Shi
author_facet Lei, Xiaoyun
Huang, Shi
author_sort Lei, Xiaoyun
collection PubMed
description Type 2 diabetes (T2D) is a complex disorder characterized by high blood sugar, insulin resistance, and relative lack of insulin. The collective effects of genome wide minor alleles of common SNPs, or the minor allele content (MAC) in an individual, have been linked with quantitative variations of complex traits and diseases. Here we studied MAC in T2D using previously published SNP datasets and found higher MAC in cases relative to matched controls. A set of 357 SNPs was found to have the best predictive accuracy in a British population. A weighted risk score calculated by using this set produced an area under the curve (AUC) score of 0.86, which is comparable to risk models built by phenotypic markers. These results identify a novel genetic risk element in T2D susceptibility and provide a potentially useful genetic method to identify individuals with high risk of T2D.
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spelling pubmed-56694652017-11-17 Enrichment of minor allele of SNPs and genetic prediction of type 2 diabetes risk in British population Lei, Xiaoyun Huang, Shi PLoS One Research Article Type 2 diabetes (T2D) is a complex disorder characterized by high blood sugar, insulin resistance, and relative lack of insulin. The collective effects of genome wide minor alleles of common SNPs, or the minor allele content (MAC) in an individual, have been linked with quantitative variations of complex traits and diseases. Here we studied MAC in T2D using previously published SNP datasets and found higher MAC in cases relative to matched controls. A set of 357 SNPs was found to have the best predictive accuracy in a British population. A weighted risk score calculated by using this set produced an area under the curve (AUC) score of 0.86, which is comparable to risk models built by phenotypic markers. These results identify a novel genetic risk element in T2D susceptibility and provide a potentially useful genetic method to identify individuals with high risk of T2D. Public Library of Science 2017-11-03 /pmc/articles/PMC5669465/ /pubmed/29099854 http://dx.doi.org/10.1371/journal.pone.0187644 Text en © 2017 Lei, Huang http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Lei, Xiaoyun
Huang, Shi
Enrichment of minor allele of SNPs and genetic prediction of type 2 diabetes risk in British population
title Enrichment of minor allele of SNPs and genetic prediction of type 2 diabetes risk in British population
title_full Enrichment of minor allele of SNPs and genetic prediction of type 2 diabetes risk in British population
title_fullStr Enrichment of minor allele of SNPs and genetic prediction of type 2 diabetes risk in British population
title_full_unstemmed Enrichment of minor allele of SNPs and genetic prediction of type 2 diabetes risk in British population
title_short Enrichment of minor allele of SNPs and genetic prediction of type 2 diabetes risk in British population
title_sort enrichment of minor allele of snps and genetic prediction of type 2 diabetes risk in british population
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5669465/
https://www.ncbi.nlm.nih.gov/pubmed/29099854
http://dx.doi.org/10.1371/journal.pone.0187644
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