Physical activity offsets genetic risk for incident depression assessed via electronic health records in a biobank cohort study
Open accessAbstract
BACKGROUND: Physical activity is increasingly recognized as an important modifiable factor for depression. However, the extent to which individuals with stable risk factors for depression, such as high genetic vulnerability, can benefit from the protective effects of physical activity, remains unknown. Using a longitudinal biobank cohort integrating genomic data from 7,968 individuals of European ancestry with high-dimensional electronic health records and lifestyle survey responses, we examined whether physical activity was prospectively associated with reduced risk for incident depression in the context of genetic vulnerability. METHODS: We identified individuals with incident episodes of depression, based on two or more diagnostic billing codes for a depressive disorder within 2 years following their lifestyle survey, and no such codes in the year prior. Polygenic risk scores were derived based on large-scale genome-wide association results for major depression. We tested main effects of physical activity and polygenic risk scores on incident depression, and effects of physical activity within stratified groups of polygenic risk. RESULTS: Polygenic risk was associated with increased odds of incident depression, and physical activity showed a protective effect of similar but opposite magnitude, even after adjusting for BMI, employment status, educational attainment, and prior depression. Higher levels of physical activity were associated with reduced odds of incident depression across all levels of genetic vulnerability, even among individuals at highest polygenic risk. CONCLUSIONS: Real-world data from a large healthcare system suggest that individuals with high genetic vulnerability are more likely to avoid incident episodes of depression if they are physically active.
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High-intensity activity and low-intensity exercises can all reduce the occurrence of MDD.
“High-intensity activity, such as aerobic exercise, dancing, and the usage of exercise machines, and low-intensity exercises, including yoga and stretching, can all reduce the occurrence of MDD. 322”
From Major depressive disorder: hypothesis, mechanism, prevention and treatment (2024) · cites this paper as [322]
The Results report protective associations with incident depression for both higher-intensity activities and lower-intensity exercises such as yoga and stretching. But the Discussion’s Limitations section says this observational study does not establish causation, so the claim that these activities can reduce the occurrence of MDD is stronger than the study’s finding. (LLM, conf=0.88)
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Cites
A global reference for human genetic variation
The 1000 Genomes Project Consortium, authors, C., Auton, A., Abecasis, G. R., Steering committee, Altshuler, D. M., Durbin, R. M., Abecasis, G. R., Bentley, D. R., Chakravarti, A., et al. (2015) · Nature · doi:10.1038/nature15393 · Cited by 18,247 · see citing works
(1985) · Europe PMC (PubMed Central) · Cited by 9,143 · see citing works
Compendium of Physical Activities: Classification of energy costs of human physical activities
AINSWORTH, B. E., HASKELL, W. L., LEON, A. S., JACOBS, D. R., MONTOYE, H. J., SALLIS, J. F., & PAFFENBARGER, R. S. (1993) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-199301000-00011 · Cited by 4,102 · see citing works
Genetic Epidemiology of Major Depression: Review and Meta-Analysis
Sullivan, P. F., Neale, M. C., & Kendler, K. S. (2000) · American Journal of Psychiatry · doi:10.1176/appi.ajp.157.10.1552 · Cited by 3,431 · see citing works
eQTLGen, Wray, N. R., 23andMe, the Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, Ripke, S., Mattheisen, M., Trzaskowski, M., Byrne, E. M., Abdellaoui, A., Adams, M. J., et al. (2018) · Nature Genetics · doi:10.1038/s41588-018-0090-3 · Cited by 3,005 · see citing works
Self-citationHoward, D. M., Adams, M. J., Clarke, T.-K., Hafferty, J. D., Gibson, J., Shirali, M., Coleman, J. R. I., Hagenaars, S. P., Ward, J., Wigmore, E. M., et al. (2019) · Nature Neuroscience · doi:10.1038/s41593-018-0326-7 · Cited by 2,565 · see citing works
Physical Activity and Incident Depression: A Meta-Analysis of Prospective Cohort Studies
Schuch, F. B., Vancampfort, D., Firth, J., Rosenbaum, S., Ward, P. B., Silva, E. S., Hallgren, M., Ponce De Leon, A., Dunn, A. L., Deslandes, A. C., et al. (2018) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2018.17111194 · Cited by 1,763 · cited 5× · see citing works
“Recently, large‐scale evidence (Choi et al., 2019; Schuch et al., 2018) has pointed to an important and likely causal role for physical activity—broadly defined as bodily movement resulting in energy expenditure (Caspersen, Powell, & Christenson, 1985)—in reducing the risk of depression,…”
BackgroundResultInfluentialExercise as a treatment for depression: a meta-analysis adjusting for publication bias
Schuch, F. B., Vancampfort, D., Richards, J., Rosenbaum, S., Ward, P. B., & Stubbs, B. (2016) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2016.02.023 · Cited by 1,529 · cited 1× · see citing works
“These findings align with previous research suggesting a mood‐enhancing role of aerobic exercise (Chekroud et al., 2018; Schuch et al., 2016) as well as benefits of lighter activities such as walking (Mammen & Faulkner, 2013), though our findings support the broader conclusion that cumulative…”
ResultGenetic Risk, Adherence to a Healthy Lifestyle, and Coronary Disease
Khera, A. V., Emdin, C. A., Drake, I., Natarajan, P., Bick, A. G., Cook, N. R., Chasman, D. I., Baber, U., Mehran, R., Rader, D. J., et al. (2016) · New England Journal of Medicine · doi:10.1056/nejmoa1605086 · Cited by 1,460 · see citing works
Chekroud, S. R., Gueorguieva, R., Zheutlin, A. B., Paulus, M., Krumholz, H. M., Krystal, J. H., & Chekroud, A. M. (2018) · The Lancet Psychiatry · doi:10.1016/s2215-0366(18)30227-x · Cited by 1,172 · see citing works
Self-citationPRSice: Polygenic Risk Score software
Euesden, J., Lewis, C. M., & O’Reilly, P. F. (2014) · Bioinformatics · doi:10.1093/bioinformatics/btu848 · Cited by 1,149 · see citing works
Physical Activity and the Prevention of Depression
Mammen, G., & Faulkner, G. (2013) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2013.08.001 · Cited by 1,122 · see citing works
Choi, K. W., Chen, C.-Y., Stein, M. B., Klimentidis, Y. C., Wang, M.-J., Koenen, K. C., Smoller, J. W., & Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium (2019) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.4175 · Cited by 744 · see citing works
Self-citationPhysical activity and likelihood of depression in adults: a review
Teychenne, M., Ball, K., & Salmon, J. (2008) · Preventive Medicine · doi:10.1016/j.ypmed.2008.01.009 · Cited by 677 · see citing works
Research Review: Polygenic methods and their application to psychiatric traits
Wray, N. R., Lee, S., Mehta, D., Vinkhuyzen, A. A. E., Dudbridge, F., & Middeldorp, C. M. (2014) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.12295 · Cited by 657 · see citing works
Natarajan, P., Young, R., Stitziel, N. O., Padmanabhan, S., Baber, U., Mehran, R., Sartori, S., Fuster, V., Reilly, D. F., Butterworth, A., et al. (2017) · Circulation · doi:10.1161/circulationaha.116.024436 · Cited by 570 · see citing works
The new field of ‘precision psychiatry’
Fernandes, B. S., Williams, L. M., Steiner, J. H., Leboyer, M., Carvalho, A. F., & Berk, M. (2017) · BMC Medicine · doi:10.1186/s12916-017-0849-x · Cited by 550 · see citing works
Overview of the Genetics of Major Depressive Disorder
Lohoff, F. W. (2010) · Current Psychiatry Reports · doi:10.1007/s11920-010-0150-6 · Cited by 498 · see citing works
Gordon, B. R., McDowell, C. P., Hallgren, M., Meyer, J. D., Lyons, M., & Herring, M. P. (2018) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.0572 · Cited by 498 · see citing works
Wei, W.-Q., Teixeira, P. L., Mo, H., Cronin, R. M., Warner, J. L., & Denny, J. C. (2016) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocv130 · Cited by 230 · see citing works
Zheutlin, A. B., Dennis, J. K., Linnér, R. K., Moscati, A., RESTREPO, N. A., Straub, P., Ruderfer, D. M., Castro, V. M., Chen, C., Ge, T., et al. (2019) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2019.18091085 · Cited by 215 · see citing works
Self-citationKarlson, E. W., Boutin, N., Hoffnagle, A. G., & Allen, N. (2016) · Journal of Personalized Medicine · doi:10.3390/jpm6010002 · Cited by 178 · see citing works
Self-citationMusliner, K. L., Mortensen, P. B., McGrath, J. J., Suppli, N. P., Hougaard, D. M., Bybjerg-Grauholm, J., Bækvad-Hansen, M., Andreassen, O., Pedersen, C. B., Pedersen, M. G., et al. (2019) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.4166 · Cited by 108 · see citing works
In defence of international classification
Saugstad, L., & Ødegård, Ø. (1985) · Psychological Medicine · doi:10.1017/s0033291700020869 · Cited by 86 · see citing works
Stamatakis, E. A., Johnson, N. A., Powell, L., Hamer, M., Rangul, V., & Holtermann, A. (2019) · British Journal of Sports Medicine · doi:10.1136/bjsports-2018-100397 · Cited by 50 · see citing works
Choi, K. W., Chen, C.-Y., Ursano, R. J., Sun, X., Jain, S., Kessler, R. C., Koenen, K. C., Wang, M.-J., Wynn, G. H., Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, et al. (2020) · Psychological Medicine · doi:10.1017/s0033291719000527 · Cited by 33 · see citing works
Self-citationPrecision Psychiatry—Will Genomic Medicine Lead the Way?
Stein, M. B., & Smoller, J. W. (2018) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.0375 · Cited by 31 · see citing works
Self-citationHigh genetic risk individuals benefit less from resistance exercise intervention
Klimentidis, Y. C., Bea, J. W., Lohman, T. G., Hsieh, P.-S., Going, S. B., & Chen, Z. (2015) · International Journal of Obesity · doi:10.1038/ijo.2015.78 · Cited by 21 · see citing works
Zheutlin, A., Dennis, J. K., Linnér, R., et al. (2018) · bioRxiv · doi:10.1101/421164 · Cited by 12 · see citing works
Self-citationChoi, K. W., Chen, C., Ursano, R. J., et al. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/361725 · Cited by 7 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Major depressive disorder: hypothesis, mechanism, prevention and treatment
Cui, L., Li, S., Wang, S., Wu, X., Liu, Y., Yu, W., Wang, Y., Tang, Y., Xia, M., & Li, B. (2024) · Signal Transduction and Targeted Therapy · doi:10.1038/s41392-024-01738-y · Cited by 1,061 · see citing works
Physical activity, exercise, and mental disorders: it is time to move on
Schuch, F. B., & Vancampfort, D. (2021) · Trends in Psychiatry and Psychotherapy · doi:10.47626/2237-6089-2021-0237 · Cited by 251 · see citing works
Choi, K. W., Stein, M. B., Nishimi, K. M., Ge, T., Coleman, J. R. I., Chen, C., Ratanatharathorn, A. D., Zheutlin, A. B., Dunn, E. C., Breen, G. D., et al. (2020) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2020.19111158 · Cited by 238 · see citing works
Self-citationThe genetic basis of major depression
Kendall, K. M., Van Assche, E., Andlauer, T. F. M., Choi, K. W., Luykx, J. J., Schulte, E. C., & Lu, Y. (2021) · Psychological Medicine · doi:10.1017/s0033291721000441 · Cited by 213 · see citing works
Self-citationMarx, W., Manger, S., Blencowe, M., Murray, G., Ho, F. Y., Lawn, S., Blumenthal, J. A., Schuch, F. B., Stubbs, B., Ruusunen, A. A., et al. (2022) · The World Journal of Biological Psychiatry · doi:10.1080/15622975.2022.2112074 · Cited by 188 · see citing works
Implementation and implications for polygenic risk scores in healthcare
Slunecka, J. L., van der Zee, M. D., Beck, J. J., Johnson, B. N., Finnicum, C. T., Pool, R., Hottenga, J., de Geus, E. J. C., & Ehli, E. A. (2021) · Human Genomics · doi:10.1186/s40246-021-00339-y · Cited by 114 · see citing works
Exercise as a therapeutic modality for the prevention and treatment of depression
Blumenthal, J. A., & Rozanski, A. (2023) · Progress in Cardiovascular Diseases · doi:10.1016/j.pcad.2023.02.008 · Cited by 95 · see citing works
Association of domain-specific physical activity with depressive symptoms: A population-based study
He, F., Li, Y., Hu, Z., & Zhang, H. (2022) · European Psychiatry · doi:10.1192/j.eurpsy.2022.2350 · Cited by 55 · see citing works
Physical Activity as a Clinical Tool against Depression: Opportunities and Challenges
Chen, C., Beaunoyer, E., Guitton, M. J., & Wang, J. (2022) · Journal of Integrative Neuroscience · doi:10.31083/j.jin2105132 · Cited by 49 · see citing works
Bao, M., Chao, J., Sheng, M., Cai, R., Zhang, N., & Chen, H. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.01.036 · Cited by 43 · see citing works
Dennison, C. A., Legge, S. E., Bracher‐Smith, M., Menzies, G. E., Escott‐Price, V., Smıth, D. J., Doherty, A., Owen, M. J., O’Donovan, M. C., & Walters, J. (2021) · PLoS ONE · doi:10.1371/journal.pone.0249189 · Cited by 33 · see citing works
The importance of social activity to risk of major depression in older adults
Ryu, E., Jenkins, G. D., Wang, Y., Olfson, M., Talati, A., Lepow, L., Coombes, B. J., Charney, A. W., Glicksberg, B. S., Mann, J. J., et al. (2021) · Psychological Medicine · doi:10.1017/s0033291721004566 · Cited by 33 · see citing works
Liu, H., Yang, X., Guo, L., Li, J., Xu, G., Lei, Y., Li, X., Sun, L., Yang, L., Yuan, T., et al. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.848849 · Cited by 23 · see citing works
Lobo, J. J., McLean, S. A., Tungate, A. S., Peak, D. A., Swor, R. A., Rathlev, N. K., Hendry, P. L., & Linnstaedt, S. D. (2021) · Translational Psychiatry · doi:10.1038/s41398-021-01486-5 · Cited by 21 · see citing works
Prenatal and Childhood Immuno-Metabolic Risk Factors for Adult Depression and Psychosis
Kappelmann, N., Perry, B. I., & Khandaker, G. M. (2022) · Harvard Review of Psychiatry · doi:10.1097/hrp.0000000000000322 · Cited by 22 · see citing works
The effect of exercise on depression and gut microbiota: Possible mechanisms
Yao, M., Qu, Y., Zheng, Y., & Guo, H. (2024) · Brain Research Bulletin · doi:10.1016/j.brainresbull.2024.111130 · Cited by 27 · see citing works
The Kids Are Alright—Right? Physical Activity and Mental Health in College Students
Petruzzello, S. J., & Box, A. G. (2020) · Kinesiology Review · doi:10.1123/kr.2020-0039 · Cited by 20 · see citing works
Wesseldijk, L. W., Lu, Y., Karlsson, R., Ullén, F., & Mosing, M. A. (2023) · Translational Psychiatry · doi:10.1038/s41398-023-02308-6 · Cited by 19 · see citing works
Major Depressive Disorder and Lifestyle: Correlated Genetic Effects in Extended Twin Pedigrees
Huider, F., Milaneschi, Y., van der Zee, M. D., de Geus, E. J. C., Helmer, Q., Penninx, B. W. J. H., & Boomsma, D. I. (2021) · Genes · doi:10.3390/genes12101509 · Cited by 19 · see citing works
Meyer, J. D., Murray, T. A., Brower, C. S., Cruz-Maldonado, G., Pérez, M., Ellingson, L. D., & Wade, N. G. (2022) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2022.102172 · Cited by 16 · see citing works
Rovero, M., Preisig, M., Marques-Vidal, P. M., Strippoli, M. F., Vollenweider, P., Vaucher, J., Berney, A., Merikangas, K. R., Vandeleur, C. L., & Glaus, J. (2023) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2023.152442 · Cited by 16 · see citing works
Xu, H., Luo, X., Shen, Y., & Jin, X. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1138813 · Cited by 18 · see citing works
Patterson, S. L., Trupin, L. S., Yazdany, J., Dall’Era, M., Lanata, C. M., DeQuattro, K., Hartogensis, W., & Katz, P. (2021) · Arthritis Care & Research · doi:10.1002/acr.24555 · Cited by 16 · see citing works
Shared brain and genetic architectures between mental health and physical activity
Zhang, W., Paul, S. E., Winkler, A. M., Bogdan, R., & Bijsterbosch, J. D. (2022) · Translational Psychiatry · doi:10.1038/s41398-022-02172-w · Cited by 15 · see citing works
Zhang, F., Yu, Y., Wang, H., Zhang, Y., Bai, Y., Huang, L., & Zhang, H. (2023) · BMC Geriatrics · doi:10.1186/s12877-023-04034-6 · Cited by 14 · see citing works
Lin, C.-C., Yang, C.-P., Cheng, P., Hsiao, M., & Liu, Y. (2023) · Behavioural Brain Research · doi:10.1016/j.bbr.2023.114613 · Cited by 14 · see citing works
de Geus, E. J. C. (2020) · Mental health and physical activity · doi:10.1016/j.mhpa.2020.100378 · Cited by 15 · see citing works
Integrating physical activity into the treatment of depression in adults: A qualitative enquiry
Machaczek, K. K., Allmark, P., Pollard, N., Goyder, E., Shea, M., Horspool, M. J., Lee, S., de la Haye, S., Copeland, R. J., & Weich, S. (2021) · Health & Social Care in the Community · doi:10.1111/hsc.13283 · Cited by 14 · see citing works
Lázaro‐Muñoz, G., Torgerson, L. N., & Pereira, S. (2020) · Genetics in Medicine · doi:10.1038/s41436-020-00986-x · Cited by 11 · see citing works
Tikka, S. K., Garg, S., & Siddiqui, M. A. (2020) · Indian Journal of Psychological Medicine · doi:10.1177/0253717620972330 · Cited by 11 · see citing works
Fabbri, C., Lewis, C. M., & Serretti, A. (2024) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2024.110972 · Cited by 11 · see citing works
Dubash, S. (2024) · Mental Health and Physical Activity · doi:10.1016/j.mhpa.2024.100599 · Cited by 9 · see citing works
Liu, Q., Zhu, W., Lou, H., Zhang, D.-Y., Mu, F.-Z., Zhang, X.-Y., Li, Y.-H., Zhang, W.-H., He, M.-H., Wang, J.-Q., et al. (2025) · BMC Public Health · doi:10.1186/s12889-025-24252-4 · Cited by 10 · see citing works
Lessening Anxiety, Panic, and Complacency in PandemicsPreprint
Huang, P. H. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3575101 · Cited by 9 · see citing works
Liu, Y., Huang, C., Wei, K., Lin, R., Yao, Y., Qin, G., & Yu, Y. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.03.110 · Cited by 7 · see citing works
Paroxetine treatment in an animal model of depression improves sperm quality
Aghajani, R., Tavalaee, M., Sadeghi, N., Razi, M., Gharagozloo, P., Arbabian, M., Drevet, J. R., & Nasr‐Esfahani, M. H. (2022) · PLoS ONE · doi:10.1371/journal.pone.0271217 · Cited by 7 · see citing works
Physical Activity and Depression in Breast Cancer Patients: Mechanisms and Therapeutic Potential
Li, A., Zheng, X., Liu, D., Huang, R., Ge, H., Cheng, L. J., Zhang, M., & Cheng, H. (2025) · Current Oncology · doi:10.3390/curroncol32020077 · Cited by 7 · see citing works
Wunram, H. L., Kasparbauer, A., Oberste, M., & Bender, S. (2023) · Zeitschrift für Kinder- und Jugendpsychiatrie und Psychotherapie · doi:10.1024/1422-4917/a000954 · Cited by 7 · see citing works
Zi, Y., & de Geus, E. J. C. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1480631 · Cited by 8 · see citing works
Gillett, A. C., Jermy, B. S., Lee, S., Pain, O., Howard, D. M., Hagenaars, S. P., Hanscombe, K. B., Coleman, J. R. I., & Lewis, C. M. (2022) · Genetic Epidemiology · doi:10.1002/gepi.22449 · Cited by 6 · see citing works
Systematic review of the impact of physical activity on depression and anxiety symptoms
Ioan, M. R., & Oravițan, M. (2022) · Journal of Physical Education and Human Movement · doi:10.24310/jpehmjpehmjpehm.v4i215703 · Cited by 5 · see citing works
Chen, W., Fang, R., Zhang, K., Shen, Y., Sun, Y., Gao, J., Zhai, Y., Sun, L., & Li, J. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1655781 · Cited by 4 · see citing works
Illius, S., Eder, J., Vogel, S., & Alexander, N. (2026) · Translational Psychiatry · doi:10.1038/s41398-025-03793-7 · Cited by 4 · see citing works
Zhang, Y., Coid, J., Liu, X., Zhang, Y., Sun, H., Li, X., Tang, W., Wang, Q., Deng, W., Zhao, L., et al. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.538200 · Cited by 4 · see citing works
Lai, Q., Li, W., He, X., Wang, H., He, Q., Hao, C., & Deng, Z. (2024) · Journal of Affective Disorders · doi:10.1016/j.jad.2024.05.023 · Cited by 4 · see citing works
Waclawovsky, A. J., dos Santos, E. B., & Schuch, F. B. (2021) · Revista Brasileira de Psicoterapia · doi:10.5935/2318-0404.20210011 · Cited by 4 · see citing works
Editorial: Exercise and diet: strategies and prescriptions to improve mental and cognitive health
Sun, S., Armada-da-Silva, P. A. S., & Shao, Y. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1347233 · Cited by 3 · see citing works
Ge, L., Huang, Z., & Wei, G. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e32315 · Cited by 3 · see citing works
Sampaio, R. A. C., Nishita, Y., Tange, C., Zhang, S., Shinohara, M., Tateishi, M., Furuya, K., Kubota, S., Sampaio, P. Y. S., Sato, N., et al. (2025) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2025.105489 · Cited by 1 · see citing works
Extent of Sports Behavior on the University Student Mental Health Status
Xu, Y., & Mantuhac, P. B. (2023) · Journal of Education and Educational Research · doi:10.54097/jeer.v6i2.14991 · Cited by 1 · see citing works
Usage of biobank data for psychiatric genomics and promotion of precision psychiatry
Davis, L. K., & Dennis, J. K. (2022) · Elsevier eBooks · doi:10.1016/b978-0-12-819602-1.00018-8
Association of domain-specific physical activity with depression: findings from NHANES 2007-2018Preprint
Zhang, H., He, F., Li, Y., & Hu, Z. (2022) · Research Square · doi:10.21203/rs.3.rs-1655320/v1
(2023) · The MIT Press eBooks · doi:10.7551/mitpress/15380.003.0024
Körperliche Aktivität bei spezifischen psychischen Erkrankungen
Bendau, A., Petzold, M. B., & Ströhle, A. (2023) · Springer eBooks · doi:10.1007/978-3-662-66208-3_12
Mendes, T. C. D. O., Santos, F. A. S., Menezes, W. R., de Moura, D. T. B., Camelo, E. C. M., do Nascimento, T. H. C. R., & dos Santos, P. F. B. B. (2023) · Revista Extensão & Sociedade · doi:10.21680/2178-6054.2023v15n1id30434
Kubota, A., & Hamaguchi, T. (2024) · Journal of Physical Therapy Science · doi:10.1589/jpts.36.252
Effectiveness of Online Mindfulness-Based Intervention on Depression in Pregnancy
Kundarti, F. I., Titisari, I., Kiswati, K., Jamhariyah, J., & Rahayu, D. E. (2023) · JURNAL INFO KESEHATAN · doi:10.31965/infokes.vol21.iss2.1186
Manger, S. (2025) · Cambridge University Press eBooks · doi:10.1017/9781009391573.010
Kitai, Y., Gotoh, L., & Hori, H. (2025) · Psychiatry and Clinical Neurosciences Reports · doi:10.1002/pcn5.70191
Han, Y., Tian, R., Pan, C., & Qi, H. (2025) · AI · doi:10.3390/ai6120300
Chen, N., Hyat, M., Zhu, J., Dey, A. K., & Forsyth, J. K. (2026) · Biological Psychiatry · doi:10.1016/j.biopsych.2026.03.354
Zhang, F., Yu, Y., Wang, H., Zhang, Y., Bai, Y., Huang, L., & Zhang, H. (2024) · Figshare · doi:10.6084/m9.figshare.26589903
Eco-anxiété, changement climatique et santé mentale
Heeren, A. (2024) · Carrefour des psychothérapies · doi:10.3917/dbu.heere.2024.01.0201
Chmiel, J., & Kopańska, M. (2026) · Journal of Clinical Medicine · doi:10.3390/jcm15135025
Kuang, X., & Zheng, X. (2026) · International Journal of Molecular Sciences · doi:10.3390/ijms27167291
Zhang, Y., Folarin, A., Zhong, R., Kim, H., Sun, S., Stewart, C., & Dobson, R. (2026) · Journal of Affective Disorders · doi:10.1016/j.jad.2026.122643
- Authors
- Choi, K. W., Zheutlin, A. B., Karlson, R. A., Wang, M., Dunn, E. C., Stein, M. B., Karlson, E. W., & Smoller, J. W.
- Affiliations
- Broad Institute (US)
- Massachusetts General Hospital (US)
- Harvard University (US)
- University of California San Diego (US)
- Brigham and Women's Hospital (US)
- Corresponding author
- Choi, Karmel W.
- ORCID
- Venue
- Depression and Anxiety
- Publisher
- Wiley
- Published
- 2019-11-05
- Volume
- 37
- Issue
- 2
- Pages
- 106-114
- ISSN
- 1091-4269 (ISSN-L)
- 1520-6394
- PMC
- PMC7905987
- OpenAlex
- W2985844275
- Cited by
- 68
- References
- 28
- Citations by year
- 2026: 5 · 2025: 9 · 2024: 11 · 2023: 13 · 2022: 14 · 2021: 10 · 2020: 6
- FWCI
- 5.14
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Depression and Anxiety (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Human Genome Research Institute (U01HG008685)
- National Institute of Mental Health (T32MH017119)
- Topics
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
- Keywords
- physical activity, incident depression, major depressive disorder, polygenic risk score, genetic susceptibility, electronic health records, biobank cohort, modifiable risk factors, European ancestry
- MeSH terms
- Depression, Major Depressive Disorder, Female, Humans, Male, Middle Aged, Risk Factors, Cohort Studies, Exercise, Multifactorial Inheritance, Databases, Genetic, Genome-Wide Association Study, Electronic Health Records
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