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Published Online: 8 March 2019

No Support for Historical Candidate Gene or Candidate Gene-by-Interaction Hypotheses for Major Depression Across Multiple Large Samples

Abstract

Objective:

Interest in candidate gene and candidate gene-by-environment interaction hypotheses regarding major depressive disorder remains strong despite controversy surrounding the validity of previous findings. In response to this controversy, the present investigation empirically identified 18 candidate genes for depression that have been studied 10 or more times and examined evidence for their relevance to depression phenotypes.

Methods:

Utilizing data from large population-based and case-control samples (Ns ranging from 62,138 to 443,264 across subsamples), the authors conducted a series of preregistered analyses examining candidate gene polymorphism main effects, polymorphism-by-environment interactions, and gene-level effects across a number of operational definitions of depression (e.g., lifetime diagnosis, current severity, episode recurrence) and environmental moderators (e.g., sexual or physical abuse during childhood, socioeconomic adversity).

Results:

No clear evidence was found for any candidate gene polymorphism associations with depression phenotypes or any polymorphism-by-environment moderator effects. As a set, depression candidate genes were no more associated with depression phenotypes than noncandidate genes. The authors demonstrate that phenotypic measurement error is unlikely to account for these null findings.

Conclusions:

The study results do not support previous depression candidate gene findings, in which large genetic effects are frequently reported in samples orders of magnitude smaller than those examined here. Instead, the results suggest that early hypotheses about depression candidate genes were incorrect and that the large number of associations reported in the depression candidate gene literature are likely to be false positives.

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Supplementary Material

File (appi.ajp.2018.18070881.ds001.pdf)

Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 376 - 387
PubMed: 30845820

History

Received: 26 July 2018
Revision received: 24 October 2018
Accepted: 17 December 2018
Published online: 8 March 2019
Published in print: May 01, 2019

Keywords

  1. Genetics
  2. Mood Disorders-Unipolar
  3. Biological Markers
  4. Stress

Authors

Affiliations

Richard Border, M.A. [email protected]
The Institute for Behavioral Genetics (Border, Johnson, Evans, Smolen, Keller), the Department of Psychology and Neuroscience (Border, Berley, Keller), the Department of Applied Mathematics (Border), and the Department of Ecology and Evolutionary Biology (Evans), University of Colorado Boulder, Boulder; the Department of Psychiatry, Washington University School of Medicine, St. Louis (Johnson); the Department of Genetics and Psychiatry, University of North Carolina at Chapel Hill (Sullivan); and the Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (Sullivan).
Emma C. Johnson, Ph.D.
The Institute for Behavioral Genetics (Border, Johnson, Evans, Smolen, Keller), the Department of Psychology and Neuroscience (Border, Berley, Keller), the Department of Applied Mathematics (Border), and the Department of Ecology and Evolutionary Biology (Evans), University of Colorado Boulder, Boulder; the Department of Psychiatry, Washington University School of Medicine, St. Louis (Johnson); the Department of Genetics and Psychiatry, University of North Carolina at Chapel Hill (Sullivan); and the Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (Sullivan).
Luke M. Evans, Ph.D.
The Institute for Behavioral Genetics (Border, Johnson, Evans, Smolen, Keller), the Department of Psychology and Neuroscience (Border, Berley, Keller), the Department of Applied Mathematics (Border), and the Department of Ecology and Evolutionary Biology (Evans), University of Colorado Boulder, Boulder; the Department of Psychiatry, Washington University School of Medicine, St. Louis (Johnson); the Department of Genetics and Psychiatry, University of North Carolina at Chapel Hill (Sullivan); and the Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (Sullivan).
Andrew Smolen, Ph.D.
The Institute for Behavioral Genetics (Border, Johnson, Evans, Smolen, Keller), the Department of Psychology and Neuroscience (Border, Berley, Keller), the Department of Applied Mathematics (Border), and the Department of Ecology and Evolutionary Biology (Evans), University of Colorado Boulder, Boulder; the Department of Psychiatry, Washington University School of Medicine, St. Louis (Johnson); the Department of Genetics and Psychiatry, University of North Carolina at Chapel Hill (Sullivan); and the Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (Sullivan).
Noah Berley
The Institute for Behavioral Genetics (Border, Johnson, Evans, Smolen, Keller), the Department of Psychology and Neuroscience (Border, Berley, Keller), the Department of Applied Mathematics (Border), and the Department of Ecology and Evolutionary Biology (Evans), University of Colorado Boulder, Boulder; the Department of Psychiatry, Washington University School of Medicine, St. Louis (Johnson); the Department of Genetics and Psychiatry, University of North Carolina at Chapel Hill (Sullivan); and the Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (Sullivan).
Patrick F. Sullivan, M.D.
The Institute for Behavioral Genetics (Border, Johnson, Evans, Smolen, Keller), the Department of Psychology and Neuroscience (Border, Berley, Keller), the Department of Applied Mathematics (Border), and the Department of Ecology and Evolutionary Biology (Evans), University of Colorado Boulder, Boulder; the Department of Psychiatry, Washington University School of Medicine, St. Louis (Johnson); the Department of Genetics and Psychiatry, University of North Carolina at Chapel Hill (Sullivan); and the Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (Sullivan).
Matthew C. Keller, Ph.D.
The Institute for Behavioral Genetics (Border, Johnson, Evans, Smolen, Keller), the Department of Psychology and Neuroscience (Border, Berley, Keller), the Department of Applied Mathematics (Border), and the Department of Ecology and Evolutionary Biology (Evans), University of Colorado Boulder, Boulder; the Department of Psychiatry, Washington University School of Medicine, St. Louis (Johnson); the Department of Genetics and Psychiatry, University of North Carolina at Chapel Hill (Sullivan); and the Department of Medical Epidemiology and Biostatistics, Karolinska Institute, Stockholm (Sullivan).

Notes

Send correspondence to Mr. Border ([email protected]).

Funding Information

National Institute of Mental Health10.13039/100000025: R01 MH00141, T32 MH016880, U01 MH109528
Vetenskapsrådet10.13039/501100004359: D0886501
Mr. Border was supported by NIMH grant T32 MH016880 and the Institute for Behavioral Genetics. Dr. Sullivan was supported by NIMH grant U01 MH109528 and the Swedish Research Council (D0886501). Drs. Evans and Keller were supported by NIMH grant 2RO1 MH100141 and the Institute for Behavioral Genetics. This research was conducted using the UK Biobank Resource under application numbers 1665, 16651, and 24795. This work utilized the RMACC Summit supercomputer, which is supported by the National Science Foundation (awards ACI-1532235 and ACI-1532236), the University of Colorado Boulder, and Colorado State University. The Summit supercomputer is a joint effort of the University of Colorado Boulder and Colorado State University.Dr. Sullivan has received grant support from Lundbeck, served on advisory committees for Lundbeck and Pfizer, received consulting fees from Element Genomics, and received speaking fees from Roche; his spouse has received grant support from and served on a scientific advisory board for Shire and receives royalties from Pearson and Walker. The other authors report no financial relationships with commercial interests.

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