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Whole genome sequencing diagnostic yield for paediatric patients with suspected genetic disorders: systematic review, meta-analysis, and GRADE assessment

BACKGROUND: About 80% of the roughly 7,000 known rare diseases are single gene disorders, about 85% of which are ultra-rare, affecting less than one in one million individuals. NGS technologies, in particular whole genome sequencing (WGS) in paediatric patients suffering from severe disorders of lik...

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Autores principales: Nurchis, Mario Cesare, Altamura, Gerardo, Riccardi, Maria Teresa, Radio, Francesca Clementina, Chillemi, Giovanni, Bertini, Enrico Silvio, Garlasco, Jacopo, Tartaglia, Marco, Dallapiccola, Bruno, Damiani, Gianfranco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10210272/
https://www.ncbi.nlm.nih.gov/pubmed/37231492
http://dx.doi.org/10.1186/s13690-023-01112-4
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author Nurchis, Mario Cesare
Altamura, Gerardo
Riccardi, Maria Teresa
Radio, Francesca Clementina
Chillemi, Giovanni
Bertini, Enrico Silvio
Garlasco, Jacopo
Tartaglia, Marco
Dallapiccola, Bruno
Damiani, Gianfranco
author_facet Nurchis, Mario Cesare
Altamura, Gerardo
Riccardi, Maria Teresa
Radio, Francesca Clementina
Chillemi, Giovanni
Bertini, Enrico Silvio
Garlasco, Jacopo
Tartaglia, Marco
Dallapiccola, Bruno
Damiani, Gianfranco
author_sort Nurchis, Mario Cesare
collection PubMed
description BACKGROUND: About 80% of the roughly 7,000 known rare diseases are single gene disorders, about 85% of which are ultra-rare, affecting less than one in one million individuals. NGS technologies, in particular whole genome sequencing (WGS) in paediatric patients suffering from severe disorders of likely genetic origin improve the diagnostic yield allowing targeted, effective care and management. The aim of this study is to perform a systematic review and meta-analysis to assess the effectiveness of WGS, with respect to whole exome sequencing (WES) and/or usual care, for the diagnosis of suspected genetic disorders among the paediatric population. METHODS: A systematic review of the literature was conducted querying relevant electronic databases, including MEDLINE, EMBASE, ISI Web of Science, and Scopus from January 2010 to June 2022. A random-effect meta-analysis was run to inspect the diagnostic yield of different techniques. A network meta-analysis was also performed to directly assess the comparison between WGS and WES. RESULTS: Of the 4,927 initially retrieved articles, thirty-nine met the inclusion criteria. Overall results highlighted a significantly higher pooled diagnostic yield for WGS, 38.6% (95% CI: [32.6 – 45.0]), in respect to WES, 37.8% (95% CI: [32.9 – 42.9]) and usual care, 7.8% (95% CI: [4.4 – 13.2]). The meta-regression output suggested a higher diagnostic yield of the WGS compared to WES after controlling for the type of disease (monogenic vs non-monogenic), with a tendency to better diagnostic performances for Mendelian diseases. The network meta-analysis showed a higher diagnostic yield for WGS compared to WES (OR = 1.54, 95%CI: [1.11 – 2.12]). CONCLUSIONS: Although whole genome sequencing for the paediatric population with suspected genetic disorders provided an accurate and early genetic diagnosis in a high proportion of cases, further research is needed for evaluating costs, effectiveness, and cost-effectiveness of WGS and achieving an informed decision-making process. TRIAL REGISTRATION: This systematic review has not been registered. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13690-023-01112-4.
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spelling pubmed-102102722023-05-26 Whole genome sequencing diagnostic yield for paediatric patients with suspected genetic disorders: systematic review, meta-analysis, and GRADE assessment Nurchis, Mario Cesare Altamura, Gerardo Riccardi, Maria Teresa Radio, Francesca Clementina Chillemi, Giovanni Bertini, Enrico Silvio Garlasco, Jacopo Tartaglia, Marco Dallapiccola, Bruno Damiani, Gianfranco Arch Public Health Systematic Review BACKGROUND: About 80% of the roughly 7,000 known rare diseases are single gene disorders, about 85% of which are ultra-rare, affecting less than one in one million individuals. NGS technologies, in particular whole genome sequencing (WGS) in paediatric patients suffering from severe disorders of likely genetic origin improve the diagnostic yield allowing targeted, effective care and management. The aim of this study is to perform a systematic review and meta-analysis to assess the effectiveness of WGS, with respect to whole exome sequencing (WES) and/or usual care, for the diagnosis of suspected genetic disorders among the paediatric population. METHODS: A systematic review of the literature was conducted querying relevant electronic databases, including MEDLINE, EMBASE, ISI Web of Science, and Scopus from January 2010 to June 2022. A random-effect meta-analysis was run to inspect the diagnostic yield of different techniques. A network meta-analysis was also performed to directly assess the comparison between WGS and WES. RESULTS: Of the 4,927 initially retrieved articles, thirty-nine met the inclusion criteria. Overall results highlighted a significantly higher pooled diagnostic yield for WGS, 38.6% (95% CI: [32.6 – 45.0]), in respect to WES, 37.8% (95% CI: [32.9 – 42.9]) and usual care, 7.8% (95% CI: [4.4 – 13.2]). The meta-regression output suggested a higher diagnostic yield of the WGS compared to WES after controlling for the type of disease (monogenic vs non-monogenic), with a tendency to better diagnostic performances for Mendelian diseases. The network meta-analysis showed a higher diagnostic yield for WGS compared to WES (OR = 1.54, 95%CI: [1.11 – 2.12]). CONCLUSIONS: Although whole genome sequencing for the paediatric population with suspected genetic disorders provided an accurate and early genetic diagnosis in a high proportion of cases, further research is needed for evaluating costs, effectiveness, and cost-effectiveness of WGS and achieving an informed decision-making process. TRIAL REGISTRATION: This systematic review has not been registered. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13690-023-01112-4. BioMed Central 2023-05-25 /pmc/articles/PMC10210272/ /pubmed/37231492 http://dx.doi.org/10.1186/s13690-023-01112-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Systematic Review
Nurchis, Mario Cesare
Altamura, Gerardo
Riccardi, Maria Teresa
Radio, Francesca Clementina
Chillemi, Giovanni
Bertini, Enrico Silvio
Garlasco, Jacopo
Tartaglia, Marco
Dallapiccola, Bruno
Damiani, Gianfranco
Whole genome sequencing diagnostic yield for paediatric patients with suspected genetic disorders: systematic review, meta-analysis, and GRADE assessment
title Whole genome sequencing diagnostic yield for paediatric patients with suspected genetic disorders: systematic review, meta-analysis, and GRADE assessment
title_full Whole genome sequencing diagnostic yield for paediatric patients with suspected genetic disorders: systematic review, meta-analysis, and GRADE assessment
title_fullStr Whole genome sequencing diagnostic yield for paediatric patients with suspected genetic disorders: systematic review, meta-analysis, and GRADE assessment
title_full_unstemmed Whole genome sequencing diagnostic yield for paediatric patients with suspected genetic disorders: systematic review, meta-analysis, and GRADE assessment
title_short Whole genome sequencing diagnostic yield for paediatric patients with suspected genetic disorders: systematic review, meta-analysis, and GRADE assessment
title_sort whole genome sequencing diagnostic yield for paediatric patients with suspected genetic disorders: systematic review, meta-analysis, and grade assessment
topic Systematic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10210272/
https://www.ncbi.nlm.nih.gov/pubmed/37231492
http://dx.doi.org/10.1186/s13690-023-01112-4
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