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Quantifying the impact of rare and ultra-rare coding variation across the phenotypic spectrum

Andrea Ganna, Kyle Satterstrom, Seyedeh Zekavat, Indraniel Das, Mitja Kurki, Claire Churchhouse, Jessica Alfoldi, Alicia Martin, Aki Havulinna, Andrea Byrnes, Wesley Thompson, Philip Nielsen, Konrad Karczewski, Elmo Saarentaus, Manuel Rivas, Namrata Gupta, Olli Pietilainen, Connor Emdin, Francesco Lescai, Jonas Bybjerg-Grauholm, Jason Flannick, Josep Mercader, Miriam Udler, Markku Laakso, Veikko Salomaa, Christina Hultman, Samuli Ripatti, Eija Hamalainen, Jukka Moilanen, Jarmo Korkko, Outi Kuismin, Merete Nordentoft, David Hougaard, Ole Mors, Thomas Werge, Preben Mortensen, Daniel MacArthur, Mark Daly, Patrick Sullivan, Adam Locke, Aarno Palotie, Anders Borglum, Sekar Kathiresan, Benjamin Neale
doi: https://doi.org/10.1101/148247
Andrea Ganna
Massachusetts General Hospital;
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Kyle Satterstrom
Massachusetts General Hospital;
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Seyedeh Zekavat
Broad Institute;
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Indraniel Das
Washington University School of Medicine;
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Mitja Kurki
Massachusetts General Hospital;
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Claire Churchhouse
Massachusetts General Hospital;
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Jessica Alfoldi
Broad Institute;
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Alicia Martin
Massachusetts General Hospital;
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Aki Havulinna
University of Helsinki;
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Andrea Byrnes
Massachusetts General Hospital;
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Wesley Thompson
University of Copenhagen;
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Philip Nielsen
Aarhus University;
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Konrad Karczewski
Massachusetts General Hospital;
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Elmo Saarentaus
University of Helsinki;
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Manuel Rivas
Stanford University;
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Namrata Gupta
Broad Institute;
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Olli Pietilainen
Harvard University;
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Connor Emdin
Broad institute;
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Francesco Lescai
Aarhus University;
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Jonas Bybjerg-Grauholm
Statens Serum Institut;
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Jason Flannick
Broad Institute;
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Josep Mercader
Broad Institute;
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Miriam Udler
Broad Institute;
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Markku Laakso
University of Eastern Finland;
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Veikko Salomaa
THL - National Institute for Health and Welfare;
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Christina Hultman
Karolinska Institutet;
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Samuli Ripatti
University of Helsinki;
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Eija Hamalainen
University of Helsinki;
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Jukka Moilanen
University of Oulu;
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Jarmo Korkko
University of Oulu;
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Outi Kuismin
University of Oulu;
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Merete Nordentoft
University of Copenhagen;
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David Hougaard
Statens Serum Institut;
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Ole Mors
Aarhus University;
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Thomas Werge
University of Copenhagen;
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Preben Mortensen
Aarhus University;
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Daniel MacArthur
Massachusetts General Hospital;
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Mark Daly
Massachusetts General Hospital;
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Patrick Sullivan
Karolinska Institutet;
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Adam Locke
Washington University
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Aarno Palotie
University of Helsinki;
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Anders Borglum
Aarhus University;
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Sekar Kathiresan
Broad Institute;
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Benjamin Neale
Broad Institute;
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Abstract

Protein truncating variants (PTVs) are likely to modify gene function and have been linked to hundreds of Mendelian disorders. However, the impact of PTVs on complex traits has been limited by the available sample size of whole-exome sequencing studies (WES). Here we assemble WES data from 100,304 individuals to quantify the impact of rare PTVs on 13 quantitative traits and 10 diseases. We focus on those PTVs that occur in PTV-intolerant (PI) genes, as these are more likely to be pathogenic. Carriers of at least one PI-PTV were found to have an increased risk of autism, schizophrenia, bipolar disorder, intellectual disability and ADHD (P-value (p) range: 5x10-3-9x10-12). In controls, without these disorders, we found that this burden associated with increased risk of mental, behavioral and neurodevelopmental disorders as captured by electronic health record information. Furthermore, carriers of PI-PTVs tended to be shorter (p=2x10-5), have fewer years of education (p=2x10-4) and be younger (p=2x10-7); the latter observation possibly reflecting reduced survival or study participation. While other gene-sets derived from in vivo experiments did not show any associations with PTV-burden, gene sets implicated in GWAS of cardiovascular-related traits and inflammatory bowel disease showed a significant PTV-burden with corresponding traits, mainly driven by established genes involved in familial forms of these disorders. We leveraged population health registries from 14,117 individuals to study the phenome-wide impact of PI-PTVs and identified an increase in the number of hospital visits among PI-PTV carriers. In conclusion, we provide the most thorough investigation to date of the impact of rare deleterious coding variants on complex traits, suggesting widespread pleiotropic risk.

Copyright 
The copyright holder for this preprint is the author/funder. It is made available under a CC-BY-NC-ND 4.0 International license.
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  • Posted June 9, 2017.

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Quantifying the impact of rare and ultra-rare coding variation across the phenotypic spectrum
Andrea Ganna, Kyle Satterstrom, Seyedeh Zekavat, Indraniel Das, Mitja Kurki, Claire Churchhouse, Jessica Alfoldi, Alicia Martin, Aki Havulinna, Andrea Byrnes, Wesley Thompson, Philip Nielsen, Konrad Karczewski, Elmo Saarentaus, Manuel Rivas, Namrata Gupta, Olli Pietilainen, Connor Emdin, Francesco Lescai, Jonas Bybjerg-Grauholm, Jason Flannick, Josep Mercader, Miriam Udler, Markku Laakso, Veikko Salomaa, Christina Hultman, Samuli Ripatti, Eija Hamalainen, Jukka Moilanen, Jarmo Korkko, Outi Kuismin, Merete Nordentoft, David Hougaard, Ole Mors, Thomas Werge, Preben Mortensen, Daniel MacArthur, Mark Daly, Patrick Sullivan, Adam Locke, Aarno Palotie, Anders Borglum, Sekar Kathiresan, Benjamin Neale
bioRxiv 148247; doi: https://doi.org/10.1101/148247
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Quantifying the impact of rare and ultra-rare coding variation across the phenotypic spectrum
Andrea Ganna, Kyle Satterstrom, Seyedeh Zekavat, Indraniel Das, Mitja Kurki, Claire Churchhouse, Jessica Alfoldi, Alicia Martin, Aki Havulinna, Andrea Byrnes, Wesley Thompson, Philip Nielsen, Konrad Karczewski, Elmo Saarentaus, Manuel Rivas, Namrata Gupta, Olli Pietilainen, Connor Emdin, Francesco Lescai, Jonas Bybjerg-Grauholm, Jason Flannick, Josep Mercader, Miriam Udler, Markku Laakso, Veikko Salomaa, Christina Hultman, Samuli Ripatti, Eija Hamalainen, Jukka Moilanen, Jarmo Korkko, Outi Kuismin, Merete Nordentoft, David Hougaard, Ole Mors, Thomas Werge, Preben Mortensen, Daniel MacArthur, Mark Daly, Patrick Sullivan, Adam Locke, Aarno Palotie, Anders Borglum, Sekar Kathiresan, Benjamin Neale
bioRxiv 148247; doi: https://doi.org/10.1101/148247

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