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Indexing Effects of Copy Number Variation on Genes Involved in Developmental Delay
A challenge in clinical genomics is to predict whether copy number variation (CNV) affecting a gene or multiple genes will manifest as disease. Increasing recognition of gene dosage effects in neurodevelopmental disorders prompted us to develop a computational approach based on critical-exon (highly...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4929460/ https://www.ncbi.nlm.nih.gov/pubmed/27363808 http://dx.doi.org/10.1038/srep28663 |
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author | Uddin, Mohammed Pellecchia, Giovanna Thiruvahindrapuram, Bhooma D’Abate, Lia Merico, Daniele Chan, Ada Zarrei, Mehdi Tammimies, Kristiina Walker, Susan Gazzellone, Matthew J. Nalpathamkalam, Thomas Yuen, Ryan K. C. Devriendt, Koenraad Mathonnet, Géraldine Lemyre, Emmanuelle Nizard, Sonia Shago, Mary Joseph-George, Ann M. Noor, Abdul Carter, Melissa T. Yoon, Grace Kannu, Peter Tihy, Frédérique Thorland, Erik C. Marshall, Christian R. Buchanan, Janet A. Speevak, Marsha Stavropoulos, Dimitri J. Scherer, Stephen W. |
author_facet | Uddin, Mohammed Pellecchia, Giovanna Thiruvahindrapuram, Bhooma D’Abate, Lia Merico, Daniele Chan, Ada Zarrei, Mehdi Tammimies, Kristiina Walker, Susan Gazzellone, Matthew J. Nalpathamkalam, Thomas Yuen, Ryan K. C. Devriendt, Koenraad Mathonnet, Géraldine Lemyre, Emmanuelle Nizard, Sonia Shago, Mary Joseph-George, Ann M. Noor, Abdul Carter, Melissa T. Yoon, Grace Kannu, Peter Tihy, Frédérique Thorland, Erik C. Marshall, Christian R. Buchanan, Janet A. Speevak, Marsha Stavropoulos, Dimitri J. Scherer, Stephen W. |
author_sort | Uddin, Mohammed |
collection | PubMed |
description | A challenge in clinical genomics is to predict whether copy number variation (CNV) affecting a gene or multiple genes will manifest as disease. Increasing recognition of gene dosage effects in neurodevelopmental disorders prompted us to develop a computational approach based on critical-exon (highly expressed in brain, highly conserved) examination for potential etiologic effects. Using a large CNV dataset, our updated analyses revealed significant (P < 1.64 × 10(−15)) enrichment of critical-exons within rare CNVs in cases compared to controls. Separately, we used a weighted gene co-expression network analysis (WGCNA) to construct an unbiased protein module from prenatal and adult tissues and found it significantly enriched for critical exons in prenatal (P < 1.15 × 10(−50), OR = 2.11) and adult (P < 6.03 × 10(−18), OR = 1.55) tissues. WGCNA yielded 1,206 proteins for which we prioritized the corresponding genes as likely to have a role in neurodevelopmental disorders. We compared the gene lists obtained from critical-exon and WGCNA analysis and found 438 candidate genes associated with CNVs annotated as pathogenic, or as variants of uncertain significance (VOUS), from among 10,619 developmental delay cases. We identified genes containing CNVs previously considered to be VOUS to be new candidate genes for neurodevelopmental disorders (GIT1, MVB12B and PPP1R9A) demonstrating the utility of this strategy to index the clinical effects of CNVs. |
format | Online Article Text |
id | pubmed-4929460 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-49294602016-07-06 Indexing Effects of Copy Number Variation on Genes Involved in Developmental Delay Uddin, Mohammed Pellecchia, Giovanna Thiruvahindrapuram, Bhooma D’Abate, Lia Merico, Daniele Chan, Ada Zarrei, Mehdi Tammimies, Kristiina Walker, Susan Gazzellone, Matthew J. Nalpathamkalam, Thomas Yuen, Ryan K. C. Devriendt, Koenraad Mathonnet, Géraldine Lemyre, Emmanuelle Nizard, Sonia Shago, Mary Joseph-George, Ann M. Noor, Abdul Carter, Melissa T. Yoon, Grace Kannu, Peter Tihy, Frédérique Thorland, Erik C. Marshall, Christian R. Buchanan, Janet A. Speevak, Marsha Stavropoulos, Dimitri J. Scherer, Stephen W. Sci Rep Article A challenge in clinical genomics is to predict whether copy number variation (CNV) affecting a gene or multiple genes will manifest as disease. Increasing recognition of gene dosage effects in neurodevelopmental disorders prompted us to develop a computational approach based on critical-exon (highly expressed in brain, highly conserved) examination for potential etiologic effects. Using a large CNV dataset, our updated analyses revealed significant (P < 1.64 × 10(−15)) enrichment of critical-exons within rare CNVs in cases compared to controls. Separately, we used a weighted gene co-expression network analysis (WGCNA) to construct an unbiased protein module from prenatal and adult tissues and found it significantly enriched for critical exons in prenatal (P < 1.15 × 10(−50), OR = 2.11) and adult (P < 6.03 × 10(−18), OR = 1.55) tissues. WGCNA yielded 1,206 proteins for which we prioritized the corresponding genes as likely to have a role in neurodevelopmental disorders. We compared the gene lists obtained from critical-exon and WGCNA analysis and found 438 candidate genes associated with CNVs annotated as pathogenic, or as variants of uncertain significance (VOUS), from among 10,619 developmental delay cases. We identified genes containing CNVs previously considered to be VOUS to be new candidate genes for neurodevelopmental disorders (GIT1, MVB12B and PPP1R9A) demonstrating the utility of this strategy to index the clinical effects of CNVs. Nature Publishing Group 2016-07-01 /pmc/articles/PMC4929460/ /pubmed/27363808 http://dx.doi.org/10.1038/srep28663 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Uddin, Mohammed Pellecchia, Giovanna Thiruvahindrapuram, Bhooma D’Abate, Lia Merico, Daniele Chan, Ada Zarrei, Mehdi Tammimies, Kristiina Walker, Susan Gazzellone, Matthew J. Nalpathamkalam, Thomas Yuen, Ryan K. C. Devriendt, Koenraad Mathonnet, Géraldine Lemyre, Emmanuelle Nizard, Sonia Shago, Mary Joseph-George, Ann M. Noor, Abdul Carter, Melissa T. Yoon, Grace Kannu, Peter Tihy, Frédérique Thorland, Erik C. Marshall, Christian R. Buchanan, Janet A. Speevak, Marsha Stavropoulos, Dimitri J. Scherer, Stephen W. Indexing Effects of Copy Number Variation on Genes Involved in Developmental Delay |
title | Indexing Effects of Copy Number Variation on Genes Involved in Developmental Delay |
title_full | Indexing Effects of Copy Number Variation on Genes Involved in Developmental Delay |
title_fullStr | Indexing Effects of Copy Number Variation on Genes Involved in Developmental Delay |
title_full_unstemmed | Indexing Effects of Copy Number Variation on Genes Involved in Developmental Delay |
title_short | Indexing Effects of Copy Number Variation on Genes Involved in Developmental Delay |
title_sort | indexing effects of copy number variation on genes involved in developmental delay |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4929460/ https://www.ncbi.nlm.nih.gov/pubmed/27363808 http://dx.doi.org/10.1038/srep28663 |
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