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Exome copy number variant detection, analysis and classification in a large cohort of families with undiagnosed rare genetic disease
Copy number variants (CNVs) are significant contributors to the pathogenicity of rare genetic diseases and with new innovative methods can now reliably be identified from exome sequencing. Challenges still remain in accurate classification of CNV pathogenicity. CNV calling using GATK-gCNV was perfor...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593084/ https://www.ncbi.nlm.nih.gov/pubmed/37873196 http://dx.doi.org/10.1101/2023.10.05.23296595 |
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author | Lemire, Gabrielle Sanchis-Juan, Alba Russell, Kathryn Baxter, Samantha Chao, Katherine R. Singer-Berk, Moriel Groopman, Emily Wong, Isaac England, Eleina Goodrich, Julia Pais, Lynn Austin-Tse, Christina DiTroia, Stephanie O’Heir, Emily Ganesh, Vijay S. Wojcik, Monica H. Evangelista, Emily Snow, Hana Osei-Owusu, Ikeoluwa Fu, Jack Singh, Mugdha Mostovoy, Yulia Huang, Steve Garimella, Kiran Kirkham, Samantha L. Neil, Jennifer E. Shao, Diane D. Walsh, Christopher A. Argili, Emanuela Le, Carolyn Sherr, Elliott H. Gleeson, Joseph Shril, Shirlee Schneider, Ronen Hildebrandt, Friedhelm Sankaran, Vijay G. Madden, Jill A. Genetti, Casie A. Beggs, Alan H. Agrawal, Pankaj B. Bujakowska, Kinga M. Place, Emily Pierce, Eric A. Donkervoort, Sandra Bönnemann, Carsten G. Gallacher, Lyndon Stark, Zornitza Tan, Tiong White, Susan M. Töpf, Ana Straub, Volker Fleming, Mark D. Pollak, Martin R. Õunap, Katrin Pajusalu, Sander Donald, Kirsten A. Bruwer, Zandre Ravenscroft, Gianina Laing, Nigel G. MacArthur, Daniel G. Rehm, Heidi L. Talkowski, Michael E. Brand, Harrison O’Donnell-Luria, Anne |
author_facet | Lemire, Gabrielle Sanchis-Juan, Alba Russell, Kathryn Baxter, Samantha Chao, Katherine R. Singer-Berk, Moriel Groopman, Emily Wong, Isaac England, Eleina Goodrich, Julia Pais, Lynn Austin-Tse, Christina DiTroia, Stephanie O’Heir, Emily Ganesh, Vijay S. Wojcik, Monica H. Evangelista, Emily Snow, Hana Osei-Owusu, Ikeoluwa Fu, Jack Singh, Mugdha Mostovoy, Yulia Huang, Steve Garimella, Kiran Kirkham, Samantha L. Neil, Jennifer E. Shao, Diane D. Walsh, Christopher A. Argili, Emanuela Le, Carolyn Sherr, Elliott H. Gleeson, Joseph Shril, Shirlee Schneider, Ronen Hildebrandt, Friedhelm Sankaran, Vijay G. Madden, Jill A. Genetti, Casie A. Beggs, Alan H. Agrawal, Pankaj B. Bujakowska, Kinga M. Place, Emily Pierce, Eric A. Donkervoort, Sandra Bönnemann, Carsten G. Gallacher, Lyndon Stark, Zornitza Tan, Tiong White, Susan M. Töpf, Ana Straub, Volker Fleming, Mark D. Pollak, Martin R. Õunap, Katrin Pajusalu, Sander Donald, Kirsten A. Bruwer, Zandre Ravenscroft, Gianina Laing, Nigel G. MacArthur, Daniel G. Rehm, Heidi L. Talkowski, Michael E. Brand, Harrison O’Donnell-Luria, Anne |
author_sort | Lemire, Gabrielle |
collection | PubMed |
description | Copy number variants (CNVs) are significant contributors to the pathogenicity of rare genetic diseases and with new innovative methods can now reliably be identified from exome sequencing. Challenges still remain in accurate classification of CNV pathogenicity. CNV calling using GATK-gCNV was performed on exomes from a cohort of 6,633 families (15,759 individuals) with heterogeneous phenotypes and variable prior genetic testing collected at the Broad Institute Center for Mendelian Genomics of the GREGoR consortium. Each family’s CNV data was analyzed using the seqr platform and candidate CNVs classified using the 2020 ACMG/ClinGen CNV interpretation standards. We developed additional evidence criteria to address situations not covered by the current standards. The addition of CNV calling to exome analysis identified causal CNVs for 173 families (2.6%). The estimated sizes of CNVs ranged from 293 bp to 80 Mb with estimates that 44% would not have been detected by standard chromosomal microarrays. The causal CNVs consisted of 141 deletions, 15 duplications, 4 suspected complex structural variants (SVs), 3 insertions and 10 complex SVs, the latter two groups being identified by orthogonal validation methods. We interpreted 153 CNVs as likely pathogenic/pathogenic and 20 CNVs as high interest variants of uncertain significance. Calling CNVs from existing exome data increases the diagnostic yield for individuals undiagnosed after standard testing approaches, providing a higher resolution alternative to arrays at a fraction of the cost of genome sequencing. Our improvements to the classification approach advances the systematic framework to assess the pathogenicity of CNVs. |
format | Online Article Text |
id | pubmed-10593084 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-105930842023-10-24 Exome copy number variant detection, analysis and classification in a large cohort of families with undiagnosed rare genetic disease Lemire, Gabrielle Sanchis-Juan, Alba Russell, Kathryn Baxter, Samantha Chao, Katherine R. Singer-Berk, Moriel Groopman, Emily Wong, Isaac England, Eleina Goodrich, Julia Pais, Lynn Austin-Tse, Christina DiTroia, Stephanie O’Heir, Emily Ganesh, Vijay S. Wojcik, Monica H. Evangelista, Emily Snow, Hana Osei-Owusu, Ikeoluwa Fu, Jack Singh, Mugdha Mostovoy, Yulia Huang, Steve Garimella, Kiran Kirkham, Samantha L. Neil, Jennifer E. Shao, Diane D. Walsh, Christopher A. Argili, Emanuela Le, Carolyn Sherr, Elliott H. Gleeson, Joseph Shril, Shirlee Schneider, Ronen Hildebrandt, Friedhelm Sankaran, Vijay G. Madden, Jill A. Genetti, Casie A. Beggs, Alan H. Agrawal, Pankaj B. Bujakowska, Kinga M. Place, Emily Pierce, Eric A. Donkervoort, Sandra Bönnemann, Carsten G. Gallacher, Lyndon Stark, Zornitza Tan, Tiong White, Susan M. Töpf, Ana Straub, Volker Fleming, Mark D. Pollak, Martin R. Õunap, Katrin Pajusalu, Sander Donald, Kirsten A. Bruwer, Zandre Ravenscroft, Gianina Laing, Nigel G. MacArthur, Daniel G. Rehm, Heidi L. Talkowski, Michael E. Brand, Harrison O’Donnell-Luria, Anne medRxiv Article Copy number variants (CNVs) are significant contributors to the pathogenicity of rare genetic diseases and with new innovative methods can now reliably be identified from exome sequencing. Challenges still remain in accurate classification of CNV pathogenicity. CNV calling using GATK-gCNV was performed on exomes from a cohort of 6,633 families (15,759 individuals) with heterogeneous phenotypes and variable prior genetic testing collected at the Broad Institute Center for Mendelian Genomics of the GREGoR consortium. Each family’s CNV data was analyzed using the seqr platform and candidate CNVs classified using the 2020 ACMG/ClinGen CNV interpretation standards. We developed additional evidence criteria to address situations not covered by the current standards. The addition of CNV calling to exome analysis identified causal CNVs for 173 families (2.6%). The estimated sizes of CNVs ranged from 293 bp to 80 Mb with estimates that 44% would not have been detected by standard chromosomal microarrays. The causal CNVs consisted of 141 deletions, 15 duplications, 4 suspected complex structural variants (SVs), 3 insertions and 10 complex SVs, the latter two groups being identified by orthogonal validation methods. We interpreted 153 CNVs as likely pathogenic/pathogenic and 20 CNVs as high interest variants of uncertain significance. Calling CNVs from existing exome data increases the diagnostic yield for individuals undiagnosed after standard testing approaches, providing a higher resolution alternative to arrays at a fraction of the cost of genome sequencing. Our improvements to the classification approach advances the systematic framework to assess the pathogenicity of CNVs. Cold Spring Harbor Laboratory 2023-10-05 /pmc/articles/PMC10593084/ /pubmed/37873196 http://dx.doi.org/10.1101/2023.10.05.23296595 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Lemire, Gabrielle Sanchis-Juan, Alba Russell, Kathryn Baxter, Samantha Chao, Katherine R. Singer-Berk, Moriel Groopman, Emily Wong, Isaac England, Eleina Goodrich, Julia Pais, Lynn Austin-Tse, Christina DiTroia, Stephanie O’Heir, Emily Ganesh, Vijay S. Wojcik, Monica H. Evangelista, Emily Snow, Hana Osei-Owusu, Ikeoluwa Fu, Jack Singh, Mugdha Mostovoy, Yulia Huang, Steve Garimella, Kiran Kirkham, Samantha L. Neil, Jennifer E. Shao, Diane D. Walsh, Christopher A. Argili, Emanuela Le, Carolyn Sherr, Elliott H. Gleeson, Joseph Shril, Shirlee Schneider, Ronen Hildebrandt, Friedhelm Sankaran, Vijay G. Madden, Jill A. Genetti, Casie A. Beggs, Alan H. Agrawal, Pankaj B. Bujakowska, Kinga M. Place, Emily Pierce, Eric A. Donkervoort, Sandra Bönnemann, Carsten G. Gallacher, Lyndon Stark, Zornitza Tan, Tiong White, Susan M. Töpf, Ana Straub, Volker Fleming, Mark D. Pollak, Martin R. Õunap, Katrin Pajusalu, Sander Donald, Kirsten A. Bruwer, Zandre Ravenscroft, Gianina Laing, Nigel G. MacArthur, Daniel G. Rehm, Heidi L. Talkowski, Michael E. Brand, Harrison O’Donnell-Luria, Anne Exome copy number variant detection, analysis and classification in a large cohort of families with undiagnosed rare genetic disease |
title | Exome copy number variant detection, analysis and classification in a large cohort of families with undiagnosed rare genetic disease |
title_full | Exome copy number variant detection, analysis and classification in a large cohort of families with undiagnosed rare genetic disease |
title_fullStr | Exome copy number variant detection, analysis and classification in a large cohort of families with undiagnosed rare genetic disease |
title_full_unstemmed | Exome copy number variant detection, analysis and classification in a large cohort of families with undiagnosed rare genetic disease |
title_short | Exome copy number variant detection, analysis and classification in a large cohort of families with undiagnosed rare genetic disease |
title_sort | exome copy number variant detection, analysis and classification in a large cohort of families with undiagnosed rare genetic disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593084/ https://www.ncbi.nlm.nih.gov/pubmed/37873196 http://dx.doi.org/10.1101/2023.10.05.23296595 |
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