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Multivariate GWAS of psychiatric disorders and their cardinal symptoms reveal two dimensions of cross-cutting genetic liabilities

View ORCID ProfileTravis T. Mallard, View ORCID ProfileRichard K. Linnér, Andrew D. Grotzinger, Sandra Sanchez-Roige, Jakob Seidlitz, Aysu Okbay, Ronald de Vlaming, S. Fleur W. Meddens, Bipolar Disorder Working Group of the Psychiatric Genomics Consortium, Abraham A. Palmer, Lea K. Davis, Elliot M. Tucker-Drob, Kenneth S. Kendler, Matthew C. Keller, Philipp D. Koellinger, K. Paige Harden
doi: https://doi.org/10.1101/603134
Travis T. Mallard
1Department of Psychology, University of Texas at Austin, Austin, TX, USA
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  • For correspondence: travis.mallard@utexas.edu harden@utexas.edu
Richard K. Linnér
2Department of Economics, School of Business and Economics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
3Autism and Developmental Medicine Institute, Geisinger, Lewisburg, PA, USA
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Andrew D. Grotzinger
1Department of Psychology, University of Texas at Austin, Austin, TX, USA
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Sandra Sanchez-Roige
4Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
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Jakob Seidlitz
5Department of Child and Adolescent Psychiatry and Behavioral Science, Children’s Hospital of Philadelphia, Philadelphia, PA, USA
6Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, USA
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Aysu Okbay
2Department of Economics, School of Business and Economics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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Ronald de Vlaming
2Department of Economics, School of Business and Economics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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S. Fleur W. Meddens
7Erasmus University Rotterdam Institute for Behavior and Biology, Erasmus School of Economics, Erasmus University Rotterdam, Rotterdam, The Netherlands
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Abraham A. Palmer
4Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
8Institute for Genomic Medicine, University of California San Diego, La Jolla, CA, USA
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Lea K. Davis
9Division of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
10Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA
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Elliot M. Tucker-Drob
1Department of Psychology, University of Texas at Austin, Austin, TX, USA
11Population Research Center, University of Texas at Austin, Austin, TX USA
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Kenneth S. Kendler
12Virginia Institute for Psychiatric and Behavioral Genetics, Virginia Commonwealth University, Richmond, VA, USA
13Department of Psychiatry, Medical College of Virginia/Virginia Commonwealth University, Richmond, VA, USA
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Matthew C. Keller
14Institute for Behavioral Genetics, University of Colorado Boulder, Boulder, CO, USA
15Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO, USA
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Philipp D. Koellinger
2Department of Economics, School of Business and Economics, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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  • For correspondence: travis.mallard@utexas.edu harden@utexas.edu
K. Paige Harden
1Department of Psychology, University of Texas at Austin, Austin, TX, USA
11Population Research Center, University of Texas at Austin, Austin, TX USA
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  • For correspondence: travis.mallard@utexas.edu harden@utexas.edu
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Abstract

Understanding which biological pathways are specific versus general across diagnostic categories and levels of symptom severity is critical to improving nosology and treatment of psychopathology. Here, we combine transdiagnostic and dimensional approaches to genetic discovery for the first time, conducting a novel multivariate genome-wide association study (GWAS) of eight psychiatric symptoms and disorders broadly related to mood disturbance and psychosis. We identify two transdiagnostic genetic liabilities that distinguish between common forms of mood disturbance (major depressive disorder, bipolar II, and self-reported symptoms of depression, mania, and psychosis) versus rarer forms of serious mental illness (bipolar I, schizoaffective disorder, and schizophrenia). Biological annotation revealed divergent genetic architectures that differentially implicated prenatal neurodevelopment and neuronal function and regulation. These findings inform psychiatric nosology and biological models of psychopathology, as they suggest the severity of mood and psychotic symptoms present in serious mental illness may reflect a difference in kind, rather than merely in degree.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • ↵* Work was jointly supervised by these authors.

  • ↵^ Full list of consortium authors is reported in Supplementary Note.

  • Fixed typo in path diagrams.

Copyright 
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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Posted September 08, 2020.
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Multivariate GWAS of psychiatric disorders and their cardinal symptoms reveal two dimensions of cross-cutting genetic liabilities
Travis T. Mallard, Richard K. Linnér, Andrew D. Grotzinger, Sandra Sanchez-Roige, Jakob Seidlitz, Aysu Okbay, Ronald de Vlaming, S. Fleur W. Meddens, Bipolar Disorder Working Group of the Psychiatric Genomics Consortium, Abraham A. Palmer, Lea K. Davis, Elliot M. Tucker-Drob, Kenneth S. Kendler, Matthew C. Keller, Philipp D. Koellinger, K. Paige Harden
bioRxiv 603134; doi: https://doi.org/10.1101/603134
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Multivariate GWAS of psychiatric disorders and their cardinal symptoms reveal two dimensions of cross-cutting genetic liabilities
Travis T. Mallard, Richard K. Linnér, Andrew D. Grotzinger, Sandra Sanchez-Roige, Jakob Seidlitz, Aysu Okbay, Ronald de Vlaming, S. Fleur W. Meddens, Bipolar Disorder Working Group of the Psychiatric Genomics Consortium, Abraham A. Palmer, Lea K. Davis, Elliot M. Tucker-Drob, Kenneth S. Kendler, Matthew C. Keller, Philipp D. Koellinger, K. Paige Harden
bioRxiv 603134; doi: https://doi.org/10.1101/603134

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