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Abstract

Objective:

The authors investigated the associations between polygenic liability and progression to bipolar disorder or psychotic disorders among individuals diagnosed with unipolar depression in early life.

Methods:

A cohort comprising 16,949 individuals (69% female, 10–35 years old at the first depression diagnosis) from the iPSYCH Danish case-cohort study (iPSYCH2012) who were diagnosed with depression in Danish psychiatric hospitals from 1994 to 2016 was examined. Polygenic risk scores (PRSs) for major depression, bipolar disorder, and schizophrenia were generated using the most recent results from the Psychiatric Genomics Consortium. Hazard ratios for each disorder-specific PRS were estimated using Cox regressions with adjustment for the other two PRSs. Absolute risk of progression was estimated using the cumulative hazard.

Results:

Patients were followed for up to 21 years (median=7 years, interquartile range, 5–10 years). The absolute risks of progression to bipolar disorder and psychotic disorders were 7.3% and 13.8%, respectively. After mutual adjustment for the other PRSs, only the PRS for bipolar disorder predicted progression to bipolar disorder (adjusted hazard ratio for a one-standard-deviation increase in PRS=1.11, 95% CI=1.03, 1.21), and only the PRS for schizophrenia predicted progression to psychotic disorders (adjusted hazard ratio=1.10, 95% CI=1.04, 1.16). After adjusting for PRSs, parental history still strongly predicted progression to bipolar disorder (adjusted hazard ratio=5.02, 95% CI=3.53, 7.14) and psychotic disorders (adjusted hazard ratio=1.63, 95% CI=1.30, 2.06).

Conclusions:

PRSs for bipolar disorder and schizophrenia are associated with risk for progression to bipolar disorder or psychotic disorders, respectively, among individuals diagnosed with depression; however, the effects are small compared with parental history, particularly for bipolar disorder.

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Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 936 - 943
PubMed: 32660297

History

Received: 22 November 2019
Revision received: 12 February 2020
Accepted: 30 March 2020
Published online: 14 July 2020
Published in print: October 01, 2020

Keywords

  1. Depressive Disorders
  2. Bipolar and Related Disorders
  3. Psychosis
  4. Genetics/Genomics

Authors

Details

Katherine L. Musliner, Ph.D., M.P.H. [email protected]
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).
Morten D. Krebs, M.D.
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).
Clara Albiñana, M.Sc.
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).
Bjarni Vilhjalmsson, Ph.D., M.Sc.
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).
Esben Agerbo, Dr.Med.Sc., M.Sc.
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).
Peter P. Zandi, Ph.D., M.P.H.
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).
David M. Hougaard, Dr.Med.Sc., M.D.
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).
Merete Nordentoft, Dr.Med.Sc., M.D.
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).
Anders D. Børglum, Ph.D., M.D.
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).
Thomas Werge, Ph.D., M.Sc.
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).
Preben B. Mortensen, Dr.Med.Sc., M.D.
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).
Søren D. Østergaard, Ph.D., M.D.
Department of Economics and Business Economics, National Center for Register-Based Research, Aarhus University, Aarhus, Denmark (Musliner, Albiñana, Vilhjalmsson, Agerbo, Mortensen); Lundbeck Foundation Initiative for Integrative Psychiatric Research, Denmark (Musliner, Krebs, Albiñana, Hougaard, Vilhjalmsson, Agerbo, Nordentoft, Børglum, Werge, Mortensen, Østergaard); Institute of Biological Psychiatry, Mental Health Center Sct. Hans, Mental Health Services, Roskilde, Denmark (Krebs, Werge); Center for Integrated Register-Based Research, Aarhus University, Aarhus (Agerbo, Mortensen); Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore (Zandi); Department for Congenital Disorders, Danish Center for Neonatal Screening, Statens Serum Institut, Copenhagen (Hougaard); Department of Clinical Medicine, Copenhagen Research Center for Mental Health, Copenhagen University Hospital, Copenhagen (Nordentoft); Center for Genomics and Personalized Medicine, Aarhus (Børglum); Department of Biomedicine and the Center for Integrative Sequencing (Børglum), and Department of Clinical Medicine (Østergaard), Aarhus University, Aarhus; and Department of Affective Disorders, Aarhus University Hospital–Psychiatry, Aarhus (Østergaard).

Notes

Send correspondence to Dr. Musliner ([email protected]).

Competing Interests

Dr. Werge has served as a scientific adviser to H. Lundbeck A/S. The other authors report no financial relationships with commercial interests.

Funding Information

This research was conducted using the Danish National Biobank resource, which is supported by the Novo Nordisk Foundation.Supported by the Lundbeck Foundation (grants R102-A9118, R155-2014-1724, and R248-2017-2003 to Drs. Hougaard, Nordentoft, Børglum, Werge, and Mortensen) and a postdoctoral fellowship (grant R303-2018-3551 to Dr. Musliner).

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