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Quantitative Analysis of Single Nucleotide Polymorphisms within Copy Number Variation

BACKGROUND: Single nucleotide polymorphisms (SNPs) have been used extensively in genetics and epidemiology studies. Traditionally, SNPs that did not pass the Hardy-Weinberg equilibrium (HWE) test were excluded from these analyses. Many investigators have addressed possible causes for departure from...

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Autores principales: Lee, Soohyun, Kasif, Simon, Weng, Zhiping, Cantor, Charles R.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2600609/
https://www.ncbi.nlm.nih.gov/pubmed/19093001
http://dx.doi.org/10.1371/journal.pone.0003906
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author Lee, Soohyun
Kasif, Simon
Weng, Zhiping
Cantor, Charles R.
author_facet Lee, Soohyun
Kasif, Simon
Weng, Zhiping
Cantor, Charles R.
author_sort Lee, Soohyun
collection PubMed
description BACKGROUND: Single nucleotide polymorphisms (SNPs) have been used extensively in genetics and epidemiology studies. Traditionally, SNPs that did not pass the Hardy-Weinberg equilibrium (HWE) test were excluded from these analyses. Many investigators have addressed possible causes for departure from HWE, including genotyping errors, population admixture and segmental duplication. Recent large-scale surveys have revealed abundant structural variations in the human genome, including copy number variations (CNVs). This suggests that a significant number of SNPs must be within these regions, which may cause deviation from HWE. RESULTS: We performed a Bayesian analysis on the potential effect of copy number variation, segmental duplication and genotyping errors on the behavior of SNPs. Our results suggest that copy number variation is a major factor of HWE violation for SNPs with a small minor allele frequency, when the sample size is large and the genotyping error rate is 0∼1%. CONCLUSIONS: Our study provides the posterior probability that a SNP falls in a CNV or a segmental duplication, given the observed allele frequency of the SNP, sample size and the significance level of HWE testing.
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spelling pubmed-26006092008-12-18 Quantitative Analysis of Single Nucleotide Polymorphisms within Copy Number Variation Lee, Soohyun Kasif, Simon Weng, Zhiping Cantor, Charles R. PLoS One Research Article BACKGROUND: Single nucleotide polymorphisms (SNPs) have been used extensively in genetics and epidemiology studies. Traditionally, SNPs that did not pass the Hardy-Weinberg equilibrium (HWE) test were excluded from these analyses. Many investigators have addressed possible causes for departure from HWE, including genotyping errors, population admixture and segmental duplication. Recent large-scale surveys have revealed abundant structural variations in the human genome, including copy number variations (CNVs). This suggests that a significant number of SNPs must be within these regions, which may cause deviation from HWE. RESULTS: We performed a Bayesian analysis on the potential effect of copy number variation, segmental duplication and genotyping errors on the behavior of SNPs. Our results suggest that copy number variation is a major factor of HWE violation for SNPs with a small minor allele frequency, when the sample size is large and the genotyping error rate is 0∼1%. CONCLUSIONS: Our study provides the posterior probability that a SNP falls in a CNV or a segmental duplication, given the observed allele frequency of the SNP, sample size and the significance level of HWE testing. Public Library of Science 2008-12-18 /pmc/articles/PMC2600609/ /pubmed/19093001 http://dx.doi.org/10.1371/journal.pone.0003906 Text en Lee 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
Lee, Soohyun
Kasif, Simon
Weng, Zhiping
Cantor, Charles R.
Quantitative Analysis of Single Nucleotide Polymorphisms within Copy Number Variation
title Quantitative Analysis of Single Nucleotide Polymorphisms within Copy Number Variation
title_full Quantitative Analysis of Single Nucleotide Polymorphisms within Copy Number Variation
title_fullStr Quantitative Analysis of Single Nucleotide Polymorphisms within Copy Number Variation
title_full_unstemmed Quantitative Analysis of Single Nucleotide Polymorphisms within Copy Number Variation
title_short Quantitative Analysis of Single Nucleotide Polymorphisms within Copy Number Variation
title_sort quantitative analysis of single nucleotide polymorphisms within copy number variation
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2600609/
https://www.ncbi.nlm.nih.gov/pubmed/19093001
http://dx.doi.org/10.1371/journal.pone.0003906
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