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Genome sequencing as a platform for pharmacogenetic genotyping: a pediatric cohort study
Whole-genome sequencing and whole-exome sequencing have proven valuable for diagnosing inherited diseases, particularly in children. However, usage of sequencing data as a pharmacogenetic screening tool to ensure medication safety and effectiveness remains to be explored. Sixty-seven variants in 19...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677914/ https://www.ncbi.nlm.nih.gov/pubmed/29263831 http://dx.doi.org/10.1038/s41525-017-0021-8 |
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author | Cohn, Iris Paton, Tara A. Marshall, Christian R. Basran, Raveen Stavropoulos, Dimitri J. Ray, Peter N. Monfared, Nasim Hayeems, Robin Z. Meyn, M. Stephen Bowdin, Sarah Scherer, Stephen W. Cohn, Ronald D. Ito, Shinya |
author_facet | Cohn, Iris Paton, Tara A. Marshall, Christian R. Basran, Raveen Stavropoulos, Dimitri J. Ray, Peter N. Monfared, Nasim Hayeems, Robin Z. Meyn, M. Stephen Bowdin, Sarah Scherer, Stephen W. Cohn, Ronald D. Ito, Shinya |
author_sort | Cohn, Iris |
collection | PubMed |
description | Whole-genome sequencing and whole-exome sequencing have proven valuable for diagnosing inherited diseases, particularly in children. However, usage of sequencing data as a pharmacogenetic screening tool to ensure medication safety and effectiveness remains to be explored. Sixty-seven variants in 19 genes with known effects on drug response were compared between genome sequencing and targeted genotyping data for coverage and concordance in 98 pediatric patients. We used targeted genotyping data as a benchmark to assess accuracy of variant calling, and to identify copy number variations of the CYP2D6 gene. We then predicted clinical impact of these variants on drug therapy. We find genotype concordance across those panels to be > 97%. Concordance of CYP2D6 predicted phenotype between estimates of whole-genome sequencing and targeted genotyping panel were 90%; a result from a lower coverage depth or variant calling difficulties in our whole-genome sequencing data when copy number variation and/or the CYP2D6*4 haplotype were present. Importantly, 95 children had at least one clinically actionable pharmacogenetic variant. Diagnostic genomic sequencing data can be used for pre-emptive pharmacogenetic screening. However, concordance between genome-wide sequencing and target genotyping needs to be characterized for each of the pharmacologically important genes. |
format | Online Article Text |
id | pubmed-5677914 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-56779142017-12-20 Genome sequencing as a platform for pharmacogenetic genotyping: a pediatric cohort study Cohn, Iris Paton, Tara A. Marshall, Christian R. Basran, Raveen Stavropoulos, Dimitri J. Ray, Peter N. Monfared, Nasim Hayeems, Robin Z. Meyn, M. Stephen Bowdin, Sarah Scherer, Stephen W. Cohn, Ronald D. Ito, Shinya NPJ Genom Med Article Whole-genome sequencing and whole-exome sequencing have proven valuable for diagnosing inherited diseases, particularly in children. However, usage of sequencing data as a pharmacogenetic screening tool to ensure medication safety and effectiveness remains to be explored. Sixty-seven variants in 19 genes with known effects on drug response were compared between genome sequencing and targeted genotyping data for coverage and concordance in 98 pediatric patients. We used targeted genotyping data as a benchmark to assess accuracy of variant calling, and to identify copy number variations of the CYP2D6 gene. We then predicted clinical impact of these variants on drug therapy. We find genotype concordance across those panels to be > 97%. Concordance of CYP2D6 predicted phenotype between estimates of whole-genome sequencing and targeted genotyping panel were 90%; a result from a lower coverage depth or variant calling difficulties in our whole-genome sequencing data when copy number variation and/or the CYP2D6*4 haplotype were present. Importantly, 95 children had at least one clinically actionable pharmacogenetic variant. Diagnostic genomic sequencing data can be used for pre-emptive pharmacogenetic screening. However, concordance between genome-wide sequencing and target genotyping needs to be characterized for each of the pharmacologically important genes. Nature Publishing Group UK 2017-05-26 /pmc/articles/PMC5677914/ /pubmed/29263831 http://dx.doi.org/10.1038/s41525-017-0021-8 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Cohn, Iris Paton, Tara A. Marshall, Christian R. Basran, Raveen Stavropoulos, Dimitri J. Ray, Peter N. Monfared, Nasim Hayeems, Robin Z. Meyn, M. Stephen Bowdin, Sarah Scherer, Stephen W. Cohn, Ronald D. Ito, Shinya Genome sequencing as a platform for pharmacogenetic genotyping: a pediatric cohort study |
title | Genome sequencing as a platform for pharmacogenetic genotyping: a pediatric cohort study |
title_full | Genome sequencing as a platform for pharmacogenetic genotyping: a pediatric cohort study |
title_fullStr | Genome sequencing as a platform for pharmacogenetic genotyping: a pediatric cohort study |
title_full_unstemmed | Genome sequencing as a platform for pharmacogenetic genotyping: a pediatric cohort study |
title_short | Genome sequencing as a platform for pharmacogenetic genotyping: a pediatric cohort study |
title_sort | genome sequencing as a platform for pharmacogenetic genotyping: a pediatric cohort study |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677914/ https://www.ncbi.nlm.nih.gov/pubmed/29263831 http://dx.doi.org/10.1038/s41525-017-0021-8 |
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