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The Number of Candidate Variants in Exome Sequencing for Mendelian Disease under No Genetic Heterogeneity

There has been recent success in identifying disease-causing variants in Mendelian disorders by exome sequencing followed by simple filtering techniques. Studies generally assume complete or high penetrance. However, there are likely many failed and unpublished studies due in part to incomplete pene...

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Autores principales: Nishino, Jo, Mano, Shuhei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3666419/
https://www.ncbi.nlm.nih.gov/pubmed/23762180
http://dx.doi.org/10.1155/2013/179761
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author Nishino, Jo
Mano, Shuhei
author_facet Nishino, Jo
Mano, Shuhei
author_sort Nishino, Jo
collection PubMed
description There has been recent success in identifying disease-causing variants in Mendelian disorders by exome sequencing followed by simple filtering techniques. Studies generally assume complete or high penetrance. However, there are likely many failed and unpublished studies due in part to incomplete penetrance or phenocopy. In this study, the expected number of candidate single-nucleotide variants (SNVs) in exome data for autosomal dominant or recessive Mendelian disorders was investigated under the assumption of “no genetic heterogeneity.” All variants were assumed to be under the “null model,” and sample allele frequencies were modeled using a standard population genetics theory. To investigate the properties of pedigree data, full-sibs were considered in addition to unrelated individuals. In both cases, particularly regarding full-sibs, the number of SNVs remained very high without controls. The high efficacy of controls was also confirmed. When controls were used with a relatively large total sample size (e.g., N = 20, 50), filtering incorporating of incomplete penetrance and phenocopy efficiently reduced the number of candidate SNVs. This suggests that filtering is useful when an assumption of no “genetic heterogeneity” is appropriate and could provide general guidelines for sample size determination.
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spelling pubmed-36664192013-06-12 The Number of Candidate Variants in Exome Sequencing for Mendelian Disease under No Genetic Heterogeneity Nishino, Jo Mano, Shuhei Comput Math Methods Med Research Article There has been recent success in identifying disease-causing variants in Mendelian disorders by exome sequencing followed by simple filtering techniques. Studies generally assume complete or high penetrance. However, there are likely many failed and unpublished studies due in part to incomplete penetrance or phenocopy. In this study, the expected number of candidate single-nucleotide variants (SNVs) in exome data for autosomal dominant or recessive Mendelian disorders was investigated under the assumption of “no genetic heterogeneity.” All variants were assumed to be under the “null model,” and sample allele frequencies were modeled using a standard population genetics theory. To investigate the properties of pedigree data, full-sibs were considered in addition to unrelated individuals. In both cases, particularly regarding full-sibs, the number of SNVs remained very high without controls. The high efficacy of controls was also confirmed. When controls were used with a relatively large total sample size (e.g., N = 20, 50), filtering incorporating of incomplete penetrance and phenocopy efficiently reduced the number of candidate SNVs. This suggests that filtering is useful when an assumption of no “genetic heterogeneity” is appropriate and could provide general guidelines for sample size determination. Hindawi Publishing Corporation 2013 2013-05-14 /pmc/articles/PMC3666419/ /pubmed/23762180 http://dx.doi.org/10.1155/2013/179761 Text en Copyright © 2013 J. Nishino and S. Mano. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Nishino, Jo
Mano, Shuhei
The Number of Candidate Variants in Exome Sequencing for Mendelian Disease under No Genetic Heterogeneity
title The Number of Candidate Variants in Exome Sequencing for Mendelian Disease under No Genetic Heterogeneity
title_full The Number of Candidate Variants in Exome Sequencing for Mendelian Disease under No Genetic Heterogeneity
title_fullStr The Number of Candidate Variants in Exome Sequencing for Mendelian Disease under No Genetic Heterogeneity
title_full_unstemmed The Number of Candidate Variants in Exome Sequencing for Mendelian Disease under No Genetic Heterogeneity
title_short The Number of Candidate Variants in Exome Sequencing for Mendelian Disease under No Genetic Heterogeneity
title_sort number of candidate variants in exome sequencing for mendelian disease under no genetic heterogeneity
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3666419/
https://www.ncbi.nlm.nih.gov/pubmed/23762180
http://dx.doi.org/10.1155/2013/179761
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