Assessment of Bidirectional Relationships Between Physical Activity and Depression Among Adults
Broad Institute · Harvard University · +4 more institutions
Abstract
Increasing evidence shows that physical activity is associated with reduced risk for depression, pointing to a potential modifiable target for prevention. However, the causality and direction of this association are not clear; physical activity may protect against depression, and/or depression may result in decreased physical activity.
To examine bidirectional relationships between physical activity and depression using a genetically informed method for assessing potential causal inference. Design, Setting, and Participants: This 2-sample mendelian randomization (MR) used independent top genetic variants associated with 2 physical activity phenotypes-self-reported (n = 377 234) and objective accelerometer-based (n = 91 084)-and with major depressive disorder (MDD) (n = 143 265) as genetic instruments from the largest available, nonoverlapping genome-wide association studies (GWAS). GWAS were previously conducted in diverse observational cohorts, including the UK Biobank (for physical activity) and participating studies in the Psychiatric Genomics Consortium (for MDD) among adults of European ancestry. Mendelian randomization estimates from each genetic instrument were combined using inverse variance weighted meta-analysis, with alternate methods (eg, weighted median, MR Egger, MR-Pleiotropy Residual Sum and Outlier [PRESSO]) and multiple sensitivity analyses to assess horizontal pleiotropy and remove outliers. Data were analyzed from May 10 through July 31, 2018. Main Outcomes and Measures: MDD and physical activity.
Citation impact
- FWCI
- 50.92
- Percentile
- 100%
- References
- 34
Authors
7- KWKarmel W. ChoiCorresponding
Broad Institute, Harvard University, Massachusetts General Hospital
- CCChia‐Yen Chen
Broad Institute, Massachusetts General Hospital
- MBMurray B. Stein
University of California San Diego, VA San Diego Healthcare System
- YCYann C. Klimentidis
University of Arizona
- MWMin‐Jung Wang
Harvard University
Topics & keywords
- Depression (economics)
- Physical activity
- Psychology
- Clinical psychology
- Medicine
- Psychiatry
- Physical medicine and rehabilitation
- Good health and well-being
Funding
- AAmgen
- PPfizer
- BABrigham and Women's Hospital
- MGMassachusetts General Hospital
- UOUniversity of Southern California
- KPKaiser Permanente
- MIMassachusetts Institute of Technology
- EUEmory University
- FHF. Hoffmann-La Roche
- AUAarhus Universitet
- AUAarhus Universitetshospital
- JHJohns Hopkins University
- UBUniversität Basel
- VCVirginia Commonwealth University
- WTWellcome Trust
- QBQIMR Berghofer Medical Research Institute
- BIBroad Institute
- UGUniversitätsmedizin Göttingen
- NINational Institute for Health and Care Research
- KCKing's College London
- UCUniversity College London
- UOUniversity of Oxford
- NUNewcastle University
- UOUniversity of Glasgow
- CUCardiff University
- TCTrinity College Dublin
- ULUniversiteit Leiden
- RGRijksuniversiteit Groningen
- JCJames Cook University
- QUQueensland University of Technology
- UOUniversity of Queensland
- VUVrije Universiteit Amsterdam
- AFAlbert-Ludwigs-Universität Freiburg
- GHGentofte Hospital
- DUDalhousie University
- GIGGZ inGeest
- LLundbeckfonden
- UOUniversity of Toronto
- UDUniversità degli Studi di Trento
- KIKarolinska Institutet
- WWWestfälische Wilhelms-Universität Münster
- LULeids Universitair Medisch Centrum
- UMUniversitair Medisch Centrum Groningen
- RRigshospitalet
- RHRegion Hovedstaden
- HÍHáskóli Íslands
- UDUniversidad de Granada
- TÜTartu Ülikool
- RFRheinische Friedrich-Wilhelms-Universität Bonn
- HLH. Lundbeck A/S
- CFCentre for Cognitive Ageing and Cognitive Epidemiology
- SOSchool of Medicine, Emory University
- UOUniversity of North Carolina at Chapel Hill
- UOUniversity of California, San Diego
- MCMcDonnell Center for Systems Neuroscience
- SCStanley Center for Psychiatric Research, Broad Institute
- DODepartment of Psychiatry, Columbia University
- DODepartment of Psychiatry, University of Toronto
- MRMedical Research CouncilAwards: MR/K026992/1, MC_UU_00007/10
- BABiotechnology and Biological Sciences Research CouncilAward: BB/F019394/1
- QBQueensland Brain Institute
- IOInstitute of Molecular and Cell Biology
- SSStatens Serum Institut
- MFMedizinische Fakultät der Albert-Ludwigs-Universität Freiburg
- NINational Institute of Mental HealthAwards: T32MH017119, K24MH094614
- NCNational Cancer Institute
- JRJanssen Research and Development
- IOInstitute of Genetics
- DODivision of Cancer Epidemiology and Genetics, National Cancer Institute
- NDNHLBI Division of Intramural Research