TY - JOUR
T1 - Assessment of bidirectional relationships between physical activity and depression among adults a 2-sample Mendelian randomization study
AU - Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium
AU - Choi, Karmel W.
AU - Chen, Chia Yen
AU - Stein, Murray B.
AU - Klimentidis, Yann C.
AU - Wang, Min Jung
AU - Koenen, Karestan C.
AU - Smoller, Jordan W.
AU - Wray, Naomi R.
AU - Ripke, Stephan
AU - Mattheisen, Manuel
AU - Trzaskowski, Maciej
AU - Byrne, Enda M.
AU - Abdellaoui, Abdel
AU - Adams, Mark J.
AU - Agerbo, Esben
AU - Air, Tracy M.
AU - Andlauer, Till F.M.
AU - Bacanu, Silviu Alin
AU - Bækvad-Hansen, Marie
AU - Beekman, Aartjan T.F.
AU - Bigdeli, Tim B.
AU - Binder, Elisabeth B.
AU - Blackwood, Douglas H.R.
AU - Bryois, Julien
AU - Buttenschøn, Henriette N.
AU - Bybjerg-Grauholm, Jonas
AU - Cai, Na
AU - Castelao, Enrique
AU - Christensen, Jane Hvarregaard
AU - Clarke, Toni Kim
AU - Coleman, Jonathan R.I.
AU - Colodro-Conde, Lucía
AU - Couvy-Duchesne, Baptiste
AU - Craddock, Nick
AU - Crawford, Gregory E.
AU - Davies, Gail
AU - Deary, Ian J.
AU - Degenhardt, Franziska
AU - Derks, Eske M.
AU - Direk, Nese
AU - Dolan, Conor V.
AU - Dunn, Erin C.
AU - Eley, Thalia C.
AU - Escott-Price, Valentina
AU - Kiadeh, Farnush Farhadi Hassan
AU - Finucane, Hilary K.
AU - Forstner, Andreas J.
AU - Frank, Josef
AU - Gaspar, Héléna A.
AU - Gill, Michael
AU - Goes, Fernando S.
AU - Gordon, Scott D.
AU - Grove, Jakob
AU - Hall, Lynsey S.
AU - Hansen, Christine Søholm
AU - Hansen, Thomas F.
AU - Herms, Stefan
AU - Hickie, Ian B.
AU - Hoffmann, Per
AU - Homuth, Georg
AU - Horn, Carsten
AU - Hottenga, Jouke Jan
AU - Hougaard, David M.
AU - Ising, Marcus
AU - Jansen, Rick
AU - Jorgenson, Eric
AU - Knowles, James A.
AU - Kohane, Isaac S.
AU - Kraft, Julia
AU - Kretzschmar, Warren W.
AU - Krogh, Jesper
AU - Kutalik, Zoltán
AU - Li, Yihan
AU - Lind, Penelope A.
AU - MacIntyre, Donald J.
AU - MacKinnon, Dean F.
AU - Maier, Robert M.
AU - Maier, Wolfgang
AU - Marchini, Jonathan
AU - Mbarek, Hamdi
AU - McGrath, Patrick
AU - McGuffin, Peter
AU - Medland, Sarah E.
AU - Mehta, Divya
AU - Middeldorp, Christel M.
AU - Mihailov, Evelin
AU - Milaneschi, Yuri
AU - Milani, Lili
AU - Mondimore, Francis M.
AU - Montgomery, Grant W.
AU - Mostafavi, Sara
AU - Mullins, Niamh
AU - Nauck, Matthias
AU - Ng, Bernard
AU - Nivard, Michel G.
AU - Nyholt, Dale R.
AU - O'Reilly, Paul F.
AU - Oskarsson, Hogni
AU - Owen, Michael J.
AU - Painter, Jodie N.
AU - Pedersen, Carsten Bøcker
AU - Pedersen, Marianne Giørtz
AU - Peterson, Roseann E.
AU - Pettersson, Erik
AU - Peyrot, Wouter J.
AU - Pistis, Giorgio
AU - Posthuma, Danielle
AU - Quiroz, Jorge A.
AU - Qvist, Per
AU - Rice, John P.
AU - Riley, Brien P.
AU - Rivera, Margarita
AU - Mirza, Saira Saeed
AU - Schoevers, Robert
AU - Schulte, Eva C.
AU - Shen, Ling
AU - Shi, Jianxin
AU - Shyn, Stanley I.
AU - Sigurdsson, Engilbert
AU - Sinnamon, Grant C.B.
AU - Smit, Johannes H.
AU - Smith, Daniel J.
AU - Stefansson, Hreinn
AU - Steinberg, Stacy
AU - Streit, Fabian
AU - Strohmaier, Jana
AU - Tansey, Katherine E.
AU - Teismann, Henning
AU - Teumer, Alexander
AU - Thompson, Wesley
AU - Thomson, Pippa A.
AU - Thorgeirsson, Thorgeir E.
AU - Traylor, Matthew
AU - Treutlein, Jens
AU - Trubetskoy, Vassily
AU - Uitterlinden, André G.
AU - Umbricht, Daniel
AU - van der Auwera, Sandra
AU - van Hemert, Albert M.
AU - Viktorin, Alexander
AU - Visscher, Peter M.
AU - Wang, Yunpeng
AU - Webb, Bradley T.
AU - Weinsheimer, Shantel Marie
AU - Wellmann, Jürgen
AU - Willemsen, Gonneke
AU - Witt, Stephanie H.
AU - Wu, Yang
AU - Xi, Hualin S.
AU - Yang, Jian
AU - Zhang, Futao
AU - Arolt, Volker
AU - Baune, Bernhard T.
AU - Berger, Klaus
AU - Boomsma, Dorret I.
AU - Cichon, Sven
AU - Dannlowski, Udo
AU - de Geus, E. J.C.
AU - Raymond DePaulo, J.
AU - Domenici, Enrico
AU - Domschke, Katharina
AU - Esko, Tõnu
AU - Grabe, Hans J.
AU - Hamilton, Steven P.
AU - Hayward, Caroline
AU - Heath, Andrew C.
AU - Kendler, Kenneth S.
AU - Kloiber, Stefan
AU - Lewis, Glyn
AU - Li, Qingqin S.
AU - Lucae, Susanne
AU - Madden, Pamela A.F.
AU - Magnusson, Patrik K.
AU - Martin, Nicholas G.
AU - McIntosh, Andrew M.
AU - Metspalu, Andres
AU - Mors, Ole
AU - Mortensen, Preben Bo
AU - Müller-Myhsok, Bertram
AU - Nordentoft, Merete
AU - Nöthen, Markus M.
AU - O'Donovan, Michael C.
AU - Paciga, Sara A.
AU - Pedersen, Nancy L.
AU - Penninx, Brenda W.J.H.
AU - Perlis, Roy H.
AU - Porteous, David J.
AU - Potash, James B.
AU - Preisig, Martin
AU - Rietschel, Marcella
AU - Schaefer, Catherine
AU - Schulze, Thomas G.
AU - Stefansson, Kari
AU - Tiemeier, Henning
AU - Uher, Rudolf
AU - Völzke, Henry
AU - Weissman, Myrna M.
AU - Werge, Thomas
AU - Lewis, Cathryn M.
AU - Levinson, Douglas F.
AU - Breen, Gerome
AU - Børglum, Anders D.
AU - Sullivan, Patrick F.
N1 - Funding Information:
This study was supported in part by grant T32MH017119 from the NIMH (Dr Choi); Tepper Family Massachusetts General Hospital Research Scholar funding (Dr Smoller); the Demarest Lloyd Jr Foundation (Dr Smoller); and grant K24MH094614 from the NIMH (Dr Smoller).
Publisher Copyright:
© 2019 American Medical Association. All rights reserved.
PY - 2019/4
Y1 - 2019/4
N2 - IMPORTANCE 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. OBJECTIVE 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. RESULTS GWAS summary data were available for a combined sample size of 611 583 adult participants. Mendelian randomization evidence suggested a protective relationship between accelerometer-based activity and MDD (odds ratio [OR], 0.74 for MDD per 1-SD increase in mean acceleration; 95% CI, 0.59-0.92; P =.006). In contrast, there was no statistically significant relationship between MDD and accelerometer-based activity (β = −0.08 in mean acceleration per MDD vs control status; 95% CI, −0.47 to 0.32; P =.70). Furthermore, there was no significant relationship between self-reported activity and MDD (OR, 1.28 for MDD per 1-SD increase in metabolic-equivalent minutes of reported moderate-to-vigorous activity; 95% CI, 0.57-3.37; P =.48), or between MDD and self-reported activity (β = 0.02 per MDD in standardized metabolic-equivalent minutes of reported moderate-to-vigorous activity per MDD vs control status; 95% CI, −0.008 to 0.05; P =.15). CONCLUSIONS AND RELEVANCE Using genetic instruments identified from large-scale GWAS, robust evidence supports a protective relationship between objectively assessed-but not self-reported-physical activity and the risk for MDD. Findings point to the importance of objective measurement of physical activity in epidemiologic studies of mental health and support the hypothesis that enhancing physical activity may be an effective prevention strategy for depression.
AB - IMPORTANCE 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. OBJECTIVE 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. RESULTS GWAS summary data were available for a combined sample size of 611 583 adult participants. Mendelian randomization evidence suggested a protective relationship between accelerometer-based activity and MDD (odds ratio [OR], 0.74 for MDD per 1-SD increase in mean acceleration; 95% CI, 0.59-0.92; P =.006). In contrast, there was no statistically significant relationship between MDD and accelerometer-based activity (β = −0.08 in mean acceleration per MDD vs control status; 95% CI, −0.47 to 0.32; P =.70). Furthermore, there was no significant relationship between self-reported activity and MDD (OR, 1.28 for MDD per 1-SD increase in metabolic-equivalent minutes of reported moderate-to-vigorous activity; 95% CI, 0.57-3.37; P =.48), or between MDD and self-reported activity (β = 0.02 per MDD in standardized metabolic-equivalent minutes of reported moderate-to-vigorous activity per MDD vs control status; 95% CI, −0.008 to 0.05; P =.15). CONCLUSIONS AND RELEVANCE Using genetic instruments identified from large-scale GWAS, robust evidence supports a protective relationship between objectively assessed-but not self-reported-physical activity and the risk for MDD. Findings point to the importance of objective measurement of physical activity in epidemiologic studies of mental health and support the hypothesis that enhancing physical activity may be an effective prevention strategy for depression.
UR - http://www.scopus.com/inward/record.url?scp=85060636707&partnerID=8YFLogxK
U2 - 10.1001/jamapsychiatry.2018.4175
DO - 10.1001/jamapsychiatry.2018.4175
M3 - Article
C2 - 30673066
AN - SCOPUS:85060636707
SN - 2168-622X
VL - 76
SP - 399
EP - 408
JO - JAMA Psychiatry
JF - JAMA Psychiatry
IS - 4
ER -