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Integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease

View ORCID ProfileE Audain, A Wilsdon, J Breckpot, JMG Izarzugaza, TW Fitzgerald, AK Kahlert, A Sifrim, F Wünnemann, Y Perez-Riverol, H Abdul-Khaliq, M Bak, AS Bassett, JW Belmont, DW Benson, F Berger, I Daehnert, K Devriendt, S Dittrich, P Daubeney, V Garg, K Hackmann, K Hoff, P Hofmann, G Dombrowsky, T Pickardt, U Bauer, BD Keavney, S Klaassen, HH Kramer, View ORCID ProfileCR Marshall, DM Milewicz, SA Lemaire, J Coselli, ME Mitchell, A Tomita-Mitchell, SK Prakash, K Stamm, AFR Stewart, CK Silversides, R Siebert, B Stiller, JA Rosenfeld, I Vater, AV Postma, A Caliebe, View ORCID ProfileJD Brook, G Andelfinger, ME Hurles, B Thienpont, LA Larsen, MP Hitz
doi: https://doi.org/10.1101/2020.06.25.169573
E Audain
1Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital of Schleswig-Holstein, Kiel, Germany
2German Center for Cardiovascular Research (DZHK), Kiel, Germany
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  • ORCID record for E Audain
A Wilsdon
3School of Life Sciences, University of Nottingham, University Park, Nottingham, NG7 2RD, UK
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J Breckpot
4Centre for Human Genetics, Katholieke Universiteit Leuven, Leuven, Belgium
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JMG Izarzugaza
5Department of Health Technology, Technical University of Denmark, Kemitorvet, DK-2800 Kgs. Lyngby, Denmark
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TW Fitzgerald
6European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Cambridge, CB10 1SD, UK
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AK Kahlert
1Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital of Schleswig-Holstein, Kiel, Germany
2German Center for Cardiovascular Research (DZHK), Kiel, Germany
7Institute for Clinical Genetics, Faculty of Medicine Carl Gustav Carus, TU Dresden, Dresden, Germany
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A Sifrim
8Department of Human Genetics, University of Leuven, KU Leuven, Leuven, Belgium
9Sanger Institute-EBI Single-Cell Genomics Centre, Wellcome Trust Sanger Institute, Hinxton, UK
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F Wünnemann
10Montreal Heart Institute, Université de Montréal, Québec, Canada
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Y Perez-Riverol
11European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK
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H Abdul-Khaliq
12Clinic for Pediatric Cardiology - University Hospital of Saarland, Kirrberger Strasse, 66421 Homburg (Saar), Germany
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M Bak
13Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, Denmark
14Department of Clinical Genetics, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
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AS Bassett
15Toronto Congenital Cardiac Centre for Adults, and Division of Cardiology, Department of Medicine, University Health Network, Toronto, ON, Canada
16Toronto General Hospital Research Institute, University Health Network; Clinical Genetics Research Program and Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, and Department of Psychiatry, University of Toronto, Toronto, ON, Canada
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JW Belmont
17Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
18USDA/ARS/Children’s Nutrition Research Center, Baylor College of Medicine, Houston, TX, USA
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DW Benson
19Department of Pediatrics, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
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F Berger
20Department of Congenital Heart Disease - Pediatric Cardiology, German Heart Center Berlin, Berlin, Germany
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I Daehnert
21Department of Pediatric Cardiology and Congenital Heart Disease, Heart Center, University of Leipzig, Leipzig, Germany
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K Devriendt
4Centre for Human Genetics, Katholieke Universiteit Leuven, Leuven, Belgium
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S Dittrich
22Department of Pediatric Cardiology, University Hospital Erlangen, Friedrich-Alexander-University Erlangen-Nürnberg (FAU), Erlangen, Germany
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P Daubeney
23Division of Paediatric Cardiology, Royal Brompton Hospital, London, UK; Paediatric Cardiology, Imperial College, London, UK
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V Garg
24The Heart Center, Nationwide Children’s Hospital, Columbus, OH 43205, USA
25Department of Molecular Genetics, The Ohio State University, Columbus, OH 43210, USA
26Center for Cardiovascular Research, Nationwide Children’s Hospital, Columbus, OH 43205, USA
27Department of Pediatrics, The Ohio State University, Columbus, OH 43210, USA
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K Hackmann
7Institute for Clinical Genetics, Faculty of Medicine Carl Gustav Carus, TU Dresden, Dresden, Germany
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K Hoff
1Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital of Schleswig-Holstein, Kiel, Germany
2German Center for Cardiovascular Research (DZHK), Kiel, Germany
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P Hofmann
1Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital of Schleswig-Holstein, Kiel, Germany
2German Center for Cardiovascular Research (DZHK), Kiel, Germany
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G Dombrowsky
1Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital of Schleswig-Holstein, Kiel, Germany
2German Center for Cardiovascular Research (DZHK), Kiel, Germany
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T Pickardt
28DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Germany; Competence Network for Congenital Heart Defects, Berlin, Germany
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U Bauer
28DZHK (German Centre for Cardiovascular Research), Partner Site Berlin, Germany; Competence Network for Congenital Heart Defects, Berlin, Germany
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BD Keavney
29Division of Cardiovascular Sciences, School of Medical Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
30Division of Evolution & Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
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S Klaassen
31Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Experimental and Clinical Research Center (ECRC), a joint cooperation between the Charité Medical Faculty and the Max-Delbrück-Center for Molecular Medicine (MDC), Berlin, Germany
32Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Pediatric Cardiology, Berlin, Germany
33DZHK (German Centre for Cardiovascular Research), partner site Berlin, Berlin, Germany
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HH Kramer
1Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital of Schleswig-Holstein, Kiel, Germany
2German Center for Cardiovascular Research (DZHK), Kiel, Germany
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CR Marshall
34The Centre for Applied Genomics, The Hospital for Sick Children, Toronto, ON, Canada
35Genome Diagnostics, Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, ON, Canada
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DM Milewicz
36Department of Internal Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
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SA Lemaire
37Michael E. DeBakey Department of Surgery, Baylor College of Medicine, Houston, TX 77030, USA
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J Coselli
38Department of Surgery, Division of Cardiothoracic Surgery, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
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ME Mitchell
38Department of Surgery, Division of Cardiothoracic Surgery, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
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A Tomita-Mitchell
38Department of Surgery, Division of Cardiothoracic Surgery, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
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SK Prakash
36Department of Internal Medicine, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
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K Stamm
38Department of Surgery, Division of Cardiothoracic Surgery, Medical College of Wisconsin, Milwaukee, WI, 53226, USA
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AFR Stewart
39Ruddy Canadian Cardiovascular Genetics Centre, University of Ottawa Heart Institute, Ottawa, Ontario, Canada
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CK Silversides
15Toronto Congenital Cardiac Centre for Adults, and Division of Cardiology, Department of Medicine, University Health Network, Toronto, ON, Canada
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R Siebert
40Institute of Human Genetics, University Hospital Ulm, Ulm, Germany
41Department of Human Genetics, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany
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B Stiller
42Department of Congenital Heart Disease and Pediatric Cardiology, University Heart Center Freiburg - Bad Krozingen, Freiburg, Germany
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JA Rosenfeld
17Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
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I Vater
41Department of Human Genetics, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany
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AV Postma
43Department of Medical Biology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
44Department of Clinical Genetics, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
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A Caliebe
41Department of Human Genetics, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany
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JD Brook
3School of Life Sciences, University of Nottingham, University Park, Nottingham, NG7 2RD, UK
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G Andelfinger
45Cardiovascular Genetics, Department of Pediatrics, Centre Hospitalier Universitaire Saint-Justine Research Centre, Université de Montréal, Montreal, QC, Canada
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ME Hurles
46Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
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B Thienpont
4Centre for Human Genetics, Katholieke Universiteit Leuven, Leuven, Belgium
47Laboratory of Translational Genetics, Department of Human Genetics, KU Leuven, 3000 Leuven, Belgium
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LA Larsen
13Department of Cellular and Molecular Medicine, University of Copenhagen, Copenhagen, Denmark
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  • For correspondence: larsal@sund.ku.dk Marc-Phillip.Hitz@uksh.de
MP Hitz
1Department of Congenital Heart Disease and Pediatric Cardiology, University Hospital of Schleswig-Holstein, Kiel, Germany
2German Center for Cardiovascular Research (DZHK), Kiel, Germany
41Department of Human Genetics, University Medical Center Schleswig-Holstein (UKSH), Kiel, Germany
46Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
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  • For correspondence: larsal@sund.ku.dk Marc-Phillip.Hitz@uksh.de
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Abstract

Congenital Heart Disease (CHD) affects approximately 7-9 children per 1000 live births. Numerous genetic studies have established a role for rare genomic variants at the copy number variation (CNV) and single nucleotide variant level. In particular, the role of de novo mutations (DNM) has been highlighted in syndromic and non-syndromic CHD. To identify novel haploinsufficient CHD disease genes we performed an integrative analysis of CNVs and DNMs identified in probands with CHD including cases with sporadic thoracic aortic aneurysm (TAA). 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 mutation rate testing for DNMs identified in 2,489 parent-offspring trios. Our combined analysis revealed 21 genes which were significantly affected by rare genomic deletions and/or constrained non-synonymous de novo mutations 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 singletons and small cases series, or show new associations with CHD. In addition, a systems level analysis revealed shared contribution of CNV deletions and DNMs in CHD probands, affecting 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.

Competing Interest Statement

The authors have declared no competing interest.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease
E Audain, A Wilsdon, J Breckpot, JMG Izarzugaza, TW Fitzgerald, AK Kahlert, A Sifrim, F Wünnemann, Y Perez-Riverol, H Abdul-Khaliq, M Bak, AS Bassett, JW Belmont, DW Benson, F Berger, I Daehnert, K Devriendt, S Dittrich, P Daubeney, V Garg, K Hackmann, K Hoff, P Hofmann, G Dombrowsky, T Pickardt, U Bauer, BD Keavney, S Klaassen, HH Kramer, CR Marshall, DM Milewicz, SA Lemaire, J Coselli, ME Mitchell, A Tomita-Mitchell, SK Prakash, K Stamm, AFR Stewart, CK Silversides, R Siebert, B Stiller, JA Rosenfeld, I Vater, AV Postma, A Caliebe, JD Brook, G Andelfinger, ME Hurles, B Thienpont, LA Larsen, MP Hitz
bioRxiv 2020.06.25.169573; doi: https://doi.org/10.1101/2020.06.25.169573
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Integrative analysis of genomic variants reveals new associations of candidate haploinsufficient genes with congenital heart disease
E Audain, A Wilsdon, J Breckpot, JMG Izarzugaza, TW Fitzgerald, AK Kahlert, A Sifrim, F Wünnemann, Y Perez-Riverol, H Abdul-Khaliq, M Bak, AS Bassett, JW Belmont, DW Benson, F Berger, I Daehnert, K Devriendt, S Dittrich, P Daubeney, V Garg, K Hackmann, K Hoff, P Hofmann, G Dombrowsky, T Pickardt, U Bauer, BD Keavney, S Klaassen, HH Kramer, CR Marshall, DM Milewicz, SA Lemaire, J Coselli, ME Mitchell, A Tomita-Mitchell, SK Prakash, K Stamm, AFR Stewart, CK Silversides, R Siebert, B Stiller, JA Rosenfeld, I Vater, AV Postma, A Caliebe, JD Brook, G Andelfinger, ME Hurles, B Thienpont, LA Larsen, MP Hitz
bioRxiv 2020.06.25.169573; doi: https://doi.org/10.1101/2020.06.25.169573

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