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Meta-analysis of the diagnostic and clinical utility of genome and exome sequencing and chromosomal microarray in children with suspected genetic diseases

Genetic diseases are leading causes of childhood mortality. Whole-genome sequencing (WGS) and whole-exome sequencing (WES) are relatively new methods for diagnosing genetic diseases, whereas chromosomal microarray (CMA) is well established. Here we compared the diagnostic utility (rate of causative,...

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Autores principales: Clark, Michelle M., Stark, Zornitza, Farnaes, Lauge, Tan, Tiong Y., White, Susan M., Dimmock, David, Kingsmore, Stephen F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037748/
https://www.ncbi.nlm.nih.gov/pubmed/30002876
http://dx.doi.org/10.1038/s41525-018-0053-8
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author Clark, Michelle M.
Stark, Zornitza
Farnaes, Lauge
Tan, Tiong Y.
White, Susan M.
Dimmock, David
Kingsmore, Stephen F.
author_facet Clark, Michelle M.
Stark, Zornitza
Farnaes, Lauge
Tan, Tiong Y.
White, Susan M.
Dimmock, David
Kingsmore, Stephen F.
author_sort Clark, Michelle M.
collection PubMed
description Genetic diseases are leading causes of childhood mortality. Whole-genome sequencing (WGS) and whole-exome sequencing (WES) are relatively new methods for diagnosing genetic diseases, whereas chromosomal microarray (CMA) is well established. Here we compared the diagnostic utility (rate of causative, pathogenic, or likely pathogenic genotypes in known disease genes) and clinical utility (proportion in whom medical or surgical management was changed by diagnosis) of WGS, WES, and CMA in children with suspected genetic diseases by systematic review of the literature (January 2011–August 2017) and meta-analysis, following MOOSE/PRISMA guidelines. In 37 studies, comprising 20,068 children, diagnostic utility of WGS (0.41, 95% CI 0.34–0.48, I(2) = 44%) and WES (0.36, 95% CI 0.33–0.40, I(2) = 83%) were qualitatively greater than CMA (0.10, 95% CI 0.08–0.12, I(2) = 81%). Among studies published in 2017, the diagnostic utility of WGS was significantly greater than CMA (P < 0.0001, I(2) = 13% and I(2) = 40%, respectively). Among studies featuring within-cohort comparisons, the diagnostic utility of WES was significantly greater than CMA (P < 0.001, I(2) = 36%). The diagnostic utility of WGS and WES were not significantly different. In studies featuring within-cohort comparisons of WGS/WES, the likelihood of diagnosis was significantly greater for trios than singletons (odds ratio 2.04, 95% CI 1.62–2.56, I(2) = 12%; P < 0.0001). Diagnostic utility of WGS/WES with hospital-based interpretation (0.42, 95% CI 0.38–0.45, I(2) = 48%) was qualitatively higher than that of reference laboratories (0.29, 95% CI 0.27–0.31, I(2) = 49%); this difference was significant among studies published in 2017 (P < .0001, I(2) = 22% and I(2) = 26%, respectively). The clinical utility of WGS (0.27, 95% CI 0.17–0.40, I(2) = 54%) and WES (0.17, 95% CI 0.12–0.24, I(2) = 76%) were higher than CMA (0.06, 95% CI 0.05–0.07, I(2) = 42%); this difference was significant for WGS vs CMA (P < 0.0001). In conclusion, in children with suspected genetic diseases, the diagnostic and clinical utility of WGS/WES were greater than CMA. Subgroups with higher WGS/WES diagnostic utility were trios and those receiving hospital-based interpretation. WGS/WES should be considered a first-line genomic test for children with suspected genetic diseases.
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spelling pubmed-60377482018-07-12 Meta-analysis of the diagnostic and clinical utility of genome and exome sequencing and chromosomal microarray in children with suspected genetic diseases Clark, Michelle M. Stark, Zornitza Farnaes, Lauge Tan, Tiong Y. White, Susan M. Dimmock, David Kingsmore, Stephen F. NPJ Genom Med Article Genetic diseases are leading causes of childhood mortality. Whole-genome sequencing (WGS) and whole-exome sequencing (WES) are relatively new methods for diagnosing genetic diseases, whereas chromosomal microarray (CMA) is well established. Here we compared the diagnostic utility (rate of causative, pathogenic, or likely pathogenic genotypes in known disease genes) and clinical utility (proportion in whom medical or surgical management was changed by diagnosis) of WGS, WES, and CMA in children with suspected genetic diseases by systematic review of the literature (January 2011–August 2017) and meta-analysis, following MOOSE/PRISMA guidelines. In 37 studies, comprising 20,068 children, diagnostic utility of WGS (0.41, 95% CI 0.34–0.48, I(2) = 44%) and WES (0.36, 95% CI 0.33–0.40, I(2) = 83%) were qualitatively greater than CMA (0.10, 95% CI 0.08–0.12, I(2) = 81%). Among studies published in 2017, the diagnostic utility of WGS was significantly greater than CMA (P < 0.0001, I(2) = 13% and I(2) = 40%, respectively). Among studies featuring within-cohort comparisons, the diagnostic utility of WES was significantly greater than CMA (P < 0.001, I(2) = 36%). The diagnostic utility of WGS and WES were not significantly different. In studies featuring within-cohort comparisons of WGS/WES, the likelihood of diagnosis was significantly greater for trios than singletons (odds ratio 2.04, 95% CI 1.62–2.56, I(2) = 12%; P < 0.0001). Diagnostic utility of WGS/WES with hospital-based interpretation (0.42, 95% CI 0.38–0.45, I(2) = 48%) was qualitatively higher than that of reference laboratories (0.29, 95% CI 0.27–0.31, I(2) = 49%); this difference was significant among studies published in 2017 (P < .0001, I(2) = 22% and I(2) = 26%, respectively). The clinical utility of WGS (0.27, 95% CI 0.17–0.40, I(2) = 54%) and WES (0.17, 95% CI 0.12–0.24, I(2) = 76%) were higher than CMA (0.06, 95% CI 0.05–0.07, I(2) = 42%); this difference was significant for WGS vs CMA (P < 0.0001). In conclusion, in children with suspected genetic diseases, the diagnostic and clinical utility of WGS/WES were greater than CMA. Subgroups with higher WGS/WES diagnostic utility were trios and those receiving hospital-based interpretation. WGS/WES should be considered a first-line genomic test for children with suspected genetic diseases. Nature Publishing Group UK 2018-07-09 /pmc/articles/PMC6037748/ /pubmed/30002876 http://dx.doi.org/10.1038/s41525-018-0053-8 Text en © The Author(s) 2018 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
Clark, Michelle M.
Stark, Zornitza
Farnaes, Lauge
Tan, Tiong Y.
White, Susan M.
Dimmock, David
Kingsmore, Stephen F.
Meta-analysis of the diagnostic and clinical utility of genome and exome sequencing and chromosomal microarray in children with suspected genetic diseases
title Meta-analysis of the diagnostic and clinical utility of genome and exome sequencing and chromosomal microarray in children with suspected genetic diseases
title_full Meta-analysis of the diagnostic and clinical utility of genome and exome sequencing and chromosomal microarray in children with suspected genetic diseases
title_fullStr Meta-analysis of the diagnostic and clinical utility of genome and exome sequencing and chromosomal microarray in children with suspected genetic diseases
title_full_unstemmed Meta-analysis of the diagnostic and clinical utility of genome and exome sequencing and chromosomal microarray in children with suspected genetic diseases
title_short Meta-analysis of the diagnostic and clinical utility of genome and exome sequencing and chromosomal microarray in children with suspected genetic diseases
title_sort meta-analysis of the diagnostic and clinical utility of genome and exome sequencing and chromosomal microarray in children with suspected genetic diseases
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6037748/
https://www.ncbi.nlm.nih.gov/pubmed/30002876
http://dx.doi.org/10.1038/s41525-018-0053-8
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