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Integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease
Numerous genetic studies have established a role for rare genomic variants in Congenital Heart Disease (CHD) at the copy number variation (CNV) and de novo variant (DNV) level. To identify novel haploinsufficient CHD disease genes, we performed an integrative analysis of CNVs and DNVs identified in...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8354477/ https://www.ncbi.nlm.nih.gov/pubmed/34324492 http://dx.doi.org/10.1371/journal.pgen.1009679 |
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author | Audain, Enrique Wilsdon, Anna Breckpot, Jeroen Izarzugaza, Jose M. G. Fitzgerald, Tomas W. Kahlert, Anne-Karin Sifrim, Alejandro Wünnemann, Florian Perez-Riverol, Yasset Abdul-Khaliq, Hashim Bak, Mads Bassett, Anne S. Benson, Woodrow D. Berger, Felix Daehnert, Ingo Devriendt, Koenraad Dittrich, Sven Daubeney, Piers EF Garg, Vidu Hackmann, Karl Hoff, Kirstin Hofmann, Philipp Dombrowsky, Gregor Pickardt, Thomas Bauer, Ulrike Keavney, Bernard D. Klaassen, Sabine Kramer, Hans-Heiner Marshall, Christian R. Milewicz, Dianna M. Lemaire, Scott Coselli, Joseph S. Mitchell, Michael E. Tomita-Mitchell, Aoy Prakash, Siddharth K. Stamm, Karl Stewart, Alexandre F. R. Silversides, Candice K. Siebert, Reiner Stiller, Brigitte Rosenfeld, Jill A. Vater, Inga Postma, Alex V. Caliebe, Almuth Brook, J. David Andelfinger, Gregor Hurles, Matthew E. Thienpont, Bernard Larsen, Lars Allan Hitz, Marc-Phillip |
author_facet | Audain, Enrique Wilsdon, Anna Breckpot, Jeroen Izarzugaza, Jose M. G. Fitzgerald, Tomas W. Kahlert, Anne-Karin Sifrim, Alejandro Wünnemann, Florian Perez-Riverol, Yasset Abdul-Khaliq, Hashim Bak, Mads Bassett, Anne S. Benson, Woodrow D. Berger, Felix Daehnert, Ingo Devriendt, Koenraad Dittrich, Sven Daubeney, Piers EF Garg, Vidu Hackmann, Karl Hoff, Kirstin Hofmann, Philipp Dombrowsky, Gregor Pickardt, Thomas Bauer, Ulrike Keavney, Bernard D. Klaassen, Sabine Kramer, Hans-Heiner Marshall, Christian R. Milewicz, Dianna M. Lemaire, Scott Coselli, Joseph S. Mitchell, Michael E. Tomita-Mitchell, Aoy Prakash, Siddharth K. Stamm, Karl Stewart, Alexandre F. R. Silversides, Candice K. Siebert, Reiner Stiller, Brigitte Rosenfeld, Jill A. Vater, Inga Postma, Alex V. Caliebe, Almuth Brook, J. David Andelfinger, Gregor Hurles, Matthew E. Thienpont, Bernard Larsen, Lars Allan Hitz, Marc-Phillip |
author_sort | Audain, Enrique |
collection | PubMed |
description | Numerous genetic studies have established a role for rare genomic variants in Congenital Heart Disease (CHD) at the copy number variation (CNV) and de novo variant (DNV) level. To identify novel haploinsufficient CHD disease genes, we performed an integrative analysis of CNVs and DNVs identified in probands with CHD including cases with sporadic thoracic aortic aneurysm. We assembled CNV data from 7,958 cases and 14,082 controls and performed a gene-wise analysis of the burden of rare genomic deletions in cases versus controls. In addition, we performed variation rate testing for DNVs identified in 2,489 parent-offspring trios. Our analysis revealed 21 genes which were significantly affected by rare CNVs and/or DNVs in probands. Fourteen of these genes have previously been associated with CHD while the remaining genes (FEZ1, MYO16, ARID1B, NALCN, WAC, KDM5B and WHSC1) have only been associated in small cases series or show new associations with CHD. In addition, a systems level analysis revealed affected protein-protein interaction networks involved in Notch signaling pathway, heart morphogenesis, DNA repair and cilia/centrosome function. Taken together, this approach highlights the importance of re-analyzing existing datasets to strengthen disease association and identify novel disease genes and pathways. |
format | Online Article Text |
id | pubmed-8354477 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-83544772021-08-11 Integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease Audain, Enrique Wilsdon, Anna Breckpot, Jeroen Izarzugaza, Jose M. G. Fitzgerald, Tomas W. Kahlert, Anne-Karin Sifrim, Alejandro Wünnemann, Florian Perez-Riverol, Yasset Abdul-Khaliq, Hashim Bak, Mads Bassett, Anne S. Benson, Woodrow D. Berger, Felix Daehnert, Ingo Devriendt, Koenraad Dittrich, Sven Daubeney, Piers EF Garg, Vidu Hackmann, Karl Hoff, Kirstin Hofmann, Philipp Dombrowsky, Gregor Pickardt, Thomas Bauer, Ulrike Keavney, Bernard D. Klaassen, Sabine Kramer, Hans-Heiner Marshall, Christian R. Milewicz, Dianna M. Lemaire, Scott Coselli, Joseph S. Mitchell, Michael E. Tomita-Mitchell, Aoy Prakash, Siddharth K. Stamm, Karl Stewart, Alexandre F. R. Silversides, Candice K. Siebert, Reiner Stiller, Brigitte Rosenfeld, Jill A. Vater, Inga Postma, Alex V. Caliebe, Almuth Brook, J. David Andelfinger, Gregor Hurles, Matthew E. Thienpont, Bernard Larsen, Lars Allan Hitz, Marc-Phillip PLoS Genet Research Article Numerous genetic studies have established a role for rare genomic variants in Congenital Heart Disease (CHD) at the copy number variation (CNV) and de novo variant (DNV) level. To identify novel haploinsufficient CHD disease genes, we performed an integrative analysis of CNVs and DNVs identified in probands with CHD including cases with sporadic thoracic aortic aneurysm. We assembled CNV data from 7,958 cases and 14,082 controls and performed a gene-wise analysis of the burden of rare genomic deletions in cases versus controls. In addition, we performed variation rate testing for DNVs identified in 2,489 parent-offspring trios. Our analysis revealed 21 genes which were significantly affected by rare CNVs and/or DNVs in probands. Fourteen of these genes have previously been associated with CHD while the remaining genes (FEZ1, MYO16, ARID1B, NALCN, WAC, KDM5B and WHSC1) have only been associated in small cases series or show new associations with CHD. In addition, a systems level analysis revealed affected protein-protein interaction networks involved in Notch signaling pathway, heart morphogenesis, DNA repair and cilia/centrosome function. Taken together, this approach highlights the importance of re-analyzing existing datasets to strengthen disease association and identify novel disease genes and pathways. Public Library of Science 2021-07-29 /pmc/articles/PMC8354477/ /pubmed/34324492 http://dx.doi.org/10.1371/journal.pgen.1009679 Text en https://creativecommons.org/publicdomain/zero/1.0/This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication. |
spellingShingle | Research Article Audain, Enrique Wilsdon, Anna Breckpot, Jeroen Izarzugaza, Jose M. G. Fitzgerald, Tomas W. Kahlert, Anne-Karin Sifrim, Alejandro Wünnemann, Florian Perez-Riverol, Yasset Abdul-Khaliq, Hashim Bak, Mads Bassett, Anne S. Benson, Woodrow D. Berger, Felix Daehnert, Ingo Devriendt, Koenraad Dittrich, Sven Daubeney, Piers EF Garg, Vidu Hackmann, Karl Hoff, Kirstin Hofmann, Philipp Dombrowsky, Gregor Pickardt, Thomas Bauer, Ulrike Keavney, Bernard D. Klaassen, Sabine Kramer, Hans-Heiner Marshall, Christian R. Milewicz, Dianna M. Lemaire, Scott Coselli, Joseph S. Mitchell, Michael E. Tomita-Mitchell, Aoy Prakash, Siddharth K. Stamm, Karl Stewart, Alexandre F. R. Silversides, Candice K. Siebert, Reiner Stiller, Brigitte Rosenfeld, Jill A. Vater, Inga Postma, Alex V. Caliebe, Almuth Brook, J. David Andelfinger, Gregor Hurles, Matthew E. Thienpont, Bernard Larsen, Lars Allan Hitz, Marc-Phillip Integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease |
title | Integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease |
title_full | Integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease |
title_fullStr | Integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease |
title_full_unstemmed | Integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease |
title_short | Integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease |
title_sort | integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8354477/ https://www.ncbi.nlm.nih.gov/pubmed/34324492 http://dx.doi.org/10.1371/journal.pgen.1009679 |
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