Physical activity offsets genetic risk for incident depression assessed via electronic health records in a biobank cohort study
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 unknow...
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Published in | Depression and anxiety Vol. 37; no. 2; pp. 106 - 114 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
John Wiley & Sons, Inc
01.02.2020
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Subjects | |
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Abstract | 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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AbstractList | 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.
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.
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.
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. 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. 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.BACKGROUNDPhysical 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.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.METHODSWe 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.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.RESULTSPolygenic 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.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.CONCLUSIONSReal-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. BackgroundPhysical 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.MethodsWe 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.ResultsPolygenic 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.ConclusionsReal‐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. |
Author | Zheutlin, Amanda B. Smoller, Jordan W. Karlson, Elizabeth W. Wang, Min‐Jung Choi, Karmel W. Karlson, Rebecca A. Stein, Murray B. Dunn, Erin C. |
AuthorAffiliation | h Department of Medicine, Division of Rheumatology, Inflammation and Immunity, Brigham and Women’s Hospital, Boston, MA f Department of Psychiatry, University of California San Diego, La Jolla, California b Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA d Stanley Center for Psychiatric Research, Broad Institute, Boston, MA a Department of Psychiatry, Massachusetts General Hospital, Boston, MA c Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston MA e Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California g VA San Diego Healthcare System, San Diego, California |
AuthorAffiliation_xml | – name: a Department of Psychiatry, Massachusetts General Hospital, Boston, MA – name: d Stanley Center for Psychiatric Research, Broad Institute, Boston, MA – name: e Department of Family Medicine and Public Health, University of California San Diego, La Jolla, California – name: g VA San Diego Healthcare System, San Diego, California – name: c Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston MA – name: b Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA – name: h Department of Medicine, Division of Rheumatology, Inflammation and Immunity, Brigham and Women’s Hospital, Boston, MA – name: f Department of Psychiatry, University of California San Diego, La Jolla, California |
Author_xml | – sequence: 1 givenname: Karmel W. orcidid: 0000-0002-3914-2431 surname: Choi fullname: Choi, Karmel W. email: kwchoi@mgh.harvard.edu organization: Broad Institute – sequence: 2 givenname: Amanda B. surname: Zheutlin fullname: Zheutlin, Amanda B. organization: Broad Institute – sequence: 3 givenname: Rebecca A. surname: Karlson fullname: Karlson, Rebecca A. organization: Massachusetts General Hospital – sequence: 4 givenname: Min‐Jung orcidid: 0000-0003-4432-3330 surname: Wang fullname: Wang, Min‐Jung organization: Massachusetts General Hospital – sequence: 5 givenname: Erin C. orcidid: 0000-0003-1413-3229 surname: Dunn fullname: Dunn, Erin C. organization: Broad Institute – sequence: 6 givenname: Murray B. orcidid: 0000-0001-9564-2871 surname: Stein fullname: Stein, Murray B. organization: VA San Diego Healthcare System – sequence: 7 givenname: Elizabeth W. surname: Karlson fullname: Karlson, Elizabeth W. organization: Brigham and Women's Hospital – sequence: 8 givenname: Jordan W. orcidid: 0000-0002-0381-6334 surname: Smoller fullname: Smoller, Jordan W. organization: Broad Institute |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/31689000$$D View this record in MEDLINE/PubMed |
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Physical activity is increasingly recognized as an important modifiable factor for depression. However, the extent to which individuals with stable... Physical activity is increasingly recognized as an important modifiable factor for depression. However, the extent to which individuals with stable risk... BackgroundPhysical activity is increasingly recognized as an important modifiable factor for depression. However, the extent to which individuals with stable... |
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SubjectTerms | Biobanks Cohort analysis Cohort Studies Databases, Genetic depression Depression - genetics Depressive Disorder, Major - genetics EHR Electronic Health Records Electronic medical records Exercise Exercise - physiology Female Genetics Genome-Wide Association Study Genomes genomics Health risk assessment Humans Male Mental depression Middle Aged Multifactorial Inheritance - genetics Physical activity polygenic risk prevention resilience Risk Factors |
Title | Physical activity offsets genetic risk for incident depression assessed via electronic health records in a biobank cohort study |
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