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 inDepression and anxiety Vol. 37; no. 2; pp. 106 - 114
Main Authors Choi, Karmel W., Zheutlin, Amanda B., Karlson, Rebecca A., Wang, Min‐Jung, Dunn, Erin C., Stein, Murray B., Karlson, Elizabeth W., Smoller, Jordan W.
Format Journal Article
LanguageEnglish
Published United States John Wiley & Sons, Inc 01.02.2020
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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.
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
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  orcidid: 0000-0002-0381-6334
  surname: Smoller
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Snippet Background 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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StartPage 106
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
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fda.22967
https://www.ncbi.nlm.nih.gov/pubmed/31689000
https://www.proquest.com/docview/2347776298
https://www.proquest.com/docview/2312267099
https://pubmed.ncbi.nlm.nih.gov/PMC7905987
Volume 37
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