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Integrating healthcare and research genetic data empowers the discovery of 49 novel developmental disorders

View ORCID ProfileJoanna Kaplanis, Kaitlin E. Samocha, Laurens Wiel, Zhancheng Zhang, Kevin J. Arvai, Ruth Y. Eberhardt, Giuseppe Gallone, Stefan H. Lelieveld, Hilary C. Martin, Jeremy F. McRae, Patrick J. Short, Rebecca I. Torene, Elke de Boer, Petr Danecek, Eugene J. Gardner, Ni Huang, Jenny Lord, Iñigo Martincorena, Rolph Pfundt, Margot R. F. Reijnders, Alison Yeung, Helger G. Yntema, DDD Study, Lisenka E. L. M. Vissers, Jane Juusola, Caroline F. Wright, Han G. Brunner, Helen V. Firth, David R. FitzPatrick, Jeffrey C. Barrett, Matthew E. Hurles, Christian Gilissen, Kyle Retterer
doi: https://doi.org/10.1101/258723
Joanna Kaplanis
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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  • ORCID record for Joanna Kaplanis
Kaitlin E. Samocha
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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Laurens Wiel
2Department of Human Genetics, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, 6525 GA, the Netherlands
3Centre for Molecular and Biomolecular Informatics, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, 6525 GA, the Netherlands
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Zhancheng Zhang
4GeneDx, Gaithersburg, Maryland, USA
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Kevin J. Arvai
4GeneDx, Gaithersburg, Maryland, USA
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Ruth Y. Eberhardt
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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Giuseppe Gallone
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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Stefan H. Lelieveld
2Department of Human Genetics, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, 6525 GA, the Netherlands
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Hilary C. Martin
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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Jeremy F. McRae
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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Patrick J. Short
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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Rebecca I. Torene
4GeneDx, Gaithersburg, Maryland, USA
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Elke de Boer
5Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, 6525 GA, the Netherlands
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Petr Danecek
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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Eugene J. Gardner
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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Ni Huang
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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Jenny Lord
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
6Human Development and Health, Faculty of Medicine, University of Southampton, UK
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Iñigo Martincorena
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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Rolph Pfundt
5Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, 6525 GA, the Netherlands
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Margot R. F. Reijnders
2Department of Human Genetics, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, 6525 GA, the Netherlands
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Alison Yeung
7Victorian Clinical Genetics Services, Melbourne, Australia
8Murdoch Children’s Research Institute, Melbourne, Australia
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Helger G. Yntema
2Department of Human Genetics, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, 6525 GA, the Netherlands
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DDD Study
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Lisenka E. L. M. Vissers
5Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, 6525 GA, the Netherlands
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Jane Juusola
4GeneDx, Gaithersburg, Maryland, USA
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Caroline F. Wright
9Institute of Biomedical and Clinical Science, University of Exeter Medical School, Research, Innovation, Learning and Development building, Royal Devon & Exeter Hospital, Barrack Road, Exeter EX2 5DW, UK
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Han G. Brunner
5Department of Human Genetics, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, Nijmegen, 6525 GA, the Netherlands
10Department of Clinical Genetics, GROW school for oncology and developmental biology, and MHENS school for mental health and neuroscience, Maastricht University Medical Centre, Maastricht, 6202 AZ, the Netherlands
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Helen V. Firth
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
11Department of Clinical Genetics, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
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David R. FitzPatrick
12MRC Human Genetics Unit, MRC IGMM, University of Edinburgh, Western General Hospital, Edinburgh, UK
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Jeffrey C. Barrett
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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Matthew E. Hurles
1Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, UK
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  • For correspondence: meh@sanger.ac.uk
Christian Gilissen
2Department of Human Genetics, Radboud Institute for Molecular Life Sciences, Radboud University Medical Center, Nijmegen, 6525 GA, the Netherlands
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Kyle Retterer
4GeneDx, Gaithersburg, Maryland, USA
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Summary

De novo mutations (DNMs) in protein-coding genes are a well-established cause of developmental disorders (DD). However, known DD-associated genes only account for a minority of the observed excess of such DNMs. To identify novel DD-associated genes, we integrated healthcare and research exome sequences on 31,058 DD parent-offspring trios, and developed a simulation-based statistical test to identify gene-specific enrichments of DNMs. We identified 299 significantly DD-associated genes, including 49 not previously robustly associated with DDs. Despite detecting more DD-associated genes than in any previous study, much of the excess of DNMs of protein-coding genes remains unaccounted for. Modelling suggests that over 500 novel DD-associated genes await discovery, many of which are likely to be less penetrant than the currently known genes. Research access to clinical diagnostic datasets will be critical for completing the map of dominant DDs.

Footnotes

  • Fixed typo in table

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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-ND 4.0 International license.
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Posted December 09, 2019.
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Integrating healthcare and research genetic data empowers the discovery of 49 novel developmental disorders
Joanna Kaplanis, Kaitlin E. Samocha, Laurens Wiel, Zhancheng Zhang, Kevin J. Arvai, Ruth Y. Eberhardt, Giuseppe Gallone, Stefan H. Lelieveld, Hilary C. Martin, Jeremy F. McRae, Patrick J. Short, Rebecca I. Torene, Elke de Boer, Petr Danecek, Eugene J. Gardner, Ni Huang, Jenny Lord, Iñigo Martincorena, Rolph Pfundt, Margot R. F. Reijnders, Alison Yeung, Helger G. Yntema, DDD Study, Lisenka E. L. M. Vissers, Jane Juusola, Caroline F. Wright, Han G. Brunner, Helen V. Firth, David R. FitzPatrick, Jeffrey C. Barrett, Matthew E. Hurles, Christian Gilissen, Kyle Retterer
bioRxiv 258723; doi: https://doi.org/10.1101/258723
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Integrating healthcare and research genetic data empowers the discovery of 49 novel developmental disorders
Joanna Kaplanis, Kaitlin E. Samocha, Laurens Wiel, Zhancheng Zhang, Kevin J. Arvai, Ruth Y. Eberhardt, Giuseppe Gallone, Stefan H. Lelieveld, Hilary C. Martin, Jeremy F. McRae, Patrick J. Short, Rebecca I. Torene, Elke de Boer, Petr Danecek, Eugene J. Gardner, Ni Huang, Jenny Lord, Iñigo Martincorena, Rolph Pfundt, Margot R. F. Reijnders, Alison Yeung, Helger G. Yntema, DDD Study, Lisenka E. L. M. Vissers, Jane Juusola, Caroline F. Wright, Han G. Brunner, Helen V. Firth, David R. FitzPatrick, Jeffrey C. Barrett, Matthew E. Hurles, Christian Gilissen, Kyle Retterer
bioRxiv 258723; doi: https://doi.org/10.1101/258723

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