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Analysis of shared heritability in common disorders of the brain

Verneri Anttila, Brendan Bulik-Sullivan, Hilary Kiyo Finucane, Raymond Walters, Jose Bras, Laramie Duncan, Valentina Escott-Price, Guido Falcone, Padhraig Gormley, Rainer Malik, Nikolaos Patsopoulos, Stephan Ripke, Zhi Wei, Dongmei Yu, Phil Lee, IGAP consortium, IHGC consortium, ILAE Consortium on Complex Epilepsies, IMSGC consortium, IPDGC consortium, METASTROKE and ICH Studies of the ISGC, ADHD Working Group of the PGC, ASD Working Group of the PGC, Bipolar Disorders Working Group of the PGC, Eating Disorders Working Group of the PGC, Major Depressive Disorder Working Group of the PGC, OCD and TS Working Group of the PGC, Schizophrenia Working Group of the PGC, Gerome Breen, Cynthia Bulik, Mark Daly, Martin Dichgans, Stephen Faraone, Rita Guerreiro, Peter Holmans, Kenneth Kendler, Bobby Koeleman, Carol Mathews, Jeremiah Scharf, Pamela Sklar, Julie Williams, Nick Wood, Chris Cotsapas, Aarno Palotie, Jordan Smoller, Patrick Sullivan, Jonathan Rosand, Aiden Corvin, Benjamin Neale
doi: https://doi.org/10.1101/048991
Verneri Anttila
Broad Institute of MIT and Harvard;
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Brendan Bulik-Sullivan
Broad Institute of MIT and Harvard;
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Hilary Kiyo Finucane
MIT;
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Raymond Walters
Broad Institute of MIT and Harvard;
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Jose Bras
UCL, Institute of Neurology;
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Laramie Duncan
Broad Institute;
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Valentina Escott-Price
Cardiff University;
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Guido Falcone
Center for Human Genetic Research, Department of Neurology, Massachusetts General Hospital;
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Padhraig Gormley
Broad Institute of MIT and Harvard;
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Rainer Malik
Ludwig Maximilian University of Munich;
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Nikolaos Patsopoulos
Broad Institute of MIT and Harvard;
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Stephan Ripke
Charite Universitatsmedizin Berlin;
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Zhi Wei
New Jersey Institute of Technology;
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Dongmei Yu
Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Massachusetts General Hospital;
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Phil Lee
Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Massachusetts General Hospital;
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Gerome Breen
Kings College London;
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Cynthia Bulik
University of North Carolina at Chapel Hill;
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Mark Daly
Broad Institute of MIT and Harvard;
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Martin Dichgans
Ludwig Maximilian University of Munich;
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Stephen Faraone
SUNY Upstate Medical University;
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Rita Guerreiro
University College London;
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Peter Holmans
Cardiff University;
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Kenneth Kendler
Virginia Commonwealth University;
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Bobby Koeleman
University Medical Center Utrecht;
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Carol Mathews
University of Florida;
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Jeremiah Scharf
Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Massachusetts General Hospital;
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Pamela Sklar
Icahn School of Medicine at Mount Sinai;
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Julie Williams
Cardiff University;
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Nick Wood
University College London;
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Chris Cotsapas
Yale School of Medicine;
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Aarno Palotie
Broad Institute of MIT and Harvard;
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Jordan Smoller
Psychiatric and Neurodevelopmental Genetics Unit (PNGU), Massachusetts General Hospital;
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Patrick Sullivan
University of North Carolina School of Medicine;
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Jonathan Rosand
Department of Neurology, Massachusetts General Hospital;
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Aiden Corvin
Trinity College Dublin
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Benjamin Neale
Broad Institute of MIT and Harvard;
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  • For correspondence: bneale@broadinstitute.org
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Abstract

Disorders of the brain exhibit considerable epidemiological comorbidity and frequently share symptoms, provoking debate about the extent of their etiologic overlap. We quantified the genetic sharing of 25 brain disorders based on summary statistics from genome-wide association studies of 215,683 patients and 657,164 controls, and their relationship to 17 phenotypes from 1,191,588 individuals. Psychiatric disorders show substantial sharing of common variant risk, while neurological disorders appear more distinct from one another. We observe limited evidence of sharing between neurological and psychiatric disorders, but do identify robust sharing between disorders and several cognitive measures, as well as disorders and personality types. We also performed extensive simulations to explore how power, diagnostic misclassification and phenotypic heterogeneity affect genetic correlations. These results highlight the importance of common genetic variation as a source of risk for brain disorders and the value of heritability-based methods in understanding their etiology.

Copyright 
The copyright holder for this preprint is the author/funder. It is made available under a CC-BY 4.0 International license.
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  • Posted September 6, 2017.

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Analysis of shared heritability in common disorders of the brain
Verneri Anttila, Brendan Bulik-Sullivan, Hilary Kiyo Finucane, Raymond Walters, Jose Bras, Laramie Duncan, Valentina Escott-Price, Guido Falcone, Padhraig Gormley, Rainer Malik, Nikolaos Patsopoulos, Stephan Ripke, Zhi Wei, Dongmei Yu, Phil Lee, IGAP consortium, IHGC consortium, ILAE Consortium on Complex Epilepsies, IMSGC consortium, IPDGC consortium, METASTROKE and ICH Studies of the ISGC, ADHD Working Group of the PGC, ASD Working Group of the PGC, Bipolar Disorders Working Group of the PGC, Eating Disorders Working Group of the PGC, Major Depressive Disorder Working Group of the PGC, OCD and TS Working Group of the PGC, Schizophrenia Working Group of the PGC, Gerome Breen, Cynthia Bulik, Mark Daly, Martin Dichgans, Stephen Faraone, Rita Guerreiro, Peter Holmans, Kenneth Kendler, Bobby Koeleman, Carol Mathews, Jeremiah Scharf, Pamela Sklar, Julie Williams, Nick Wood, Chris Cotsapas, Aarno Palotie, Jordan Smoller, Patrick Sullivan, Jonathan Rosand, Aiden Corvin, Benjamin Neale
bioRxiv 048991; doi: https://doi.org/10.1101/048991
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Analysis of shared heritability in common disorders of the brain
Verneri Anttila, Brendan Bulik-Sullivan, Hilary Kiyo Finucane, Raymond Walters, Jose Bras, Laramie Duncan, Valentina Escott-Price, Guido Falcone, Padhraig Gormley, Rainer Malik, Nikolaos Patsopoulos, Stephan Ripke, Zhi Wei, Dongmei Yu, Phil Lee, IGAP consortium, IHGC consortium, ILAE Consortium on Complex Epilepsies, IMSGC consortium, IPDGC consortium, METASTROKE and ICH Studies of the ISGC, ADHD Working Group of the PGC, ASD Working Group of the PGC, Bipolar Disorders Working Group of the PGC, Eating Disorders Working Group of the PGC, Major Depressive Disorder Working Group of the PGC, OCD and TS Working Group of the PGC, Schizophrenia Working Group of the PGC, Gerome Breen, Cynthia Bulik, Mark Daly, Martin Dichgans, Stephen Faraone, Rita Guerreiro, Peter Holmans, Kenneth Kendler, Bobby Koeleman, Carol Mathews, Jeremiah Scharf, Pamela Sklar, Julie Williams, Nick Wood, Chris Cotsapas, Aarno Palotie, Jordan Smoller, Patrick Sullivan, Jonathan Rosand, Aiden Corvin, Benjamin Neale
bioRxiv 048991; doi: https://doi.org/10.1101/048991

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