Huafu Xu1, Kaisheng Deng1, Ziqiang Lin2, Zhenhui Huang1, Xiao Gong1, Jianyi Tan1, Baoying Huang1, Yanhui Gao3. 1. Department of Epidemiology and Biostatistics, School of public health, Guangdong pharmaceutical University, Guangzhou, 510310, China. 2. Department of Psychiatry, New York University Langone School of Medicine, One Park Ave, New York, NY, 10016, USA. 3. Department of Epidemiology and Biostatistics, School of public health, Guangdong pharmaceutical University, Guangzhou, 510310, China. Electronic address: gao_yanhui@163.com.
Abstract
BACKGROUND: Negative effects of cardiovascular diseases (CVDs) on depression have been reported, but the relative contribution of physical activity (PA) and sedentary behavior (SB) to such effects remains unclear. Our objective was to precisely quantify the effects modified or mediated by PA and SB using the recently developed four-way effect decomposition. METHODS: Our analysis included 22,117 adults (aged≥20 years) participating in the 2007-2016 National Health and Nutrition Examination Survey (NHANES). Depression was assessed by the Patient Health Questionnaire-9. Moderate recreational activity (MRA), moderate work activity (MWA), and walk or bicycle for transportation, were measured by the Global Physical Activity Questionnaire (GPAQ). A four-way decomposition was applied with PA and SB as mediator to decompose the total effects of CVDs on depression into four components: controlled direct effect (CDE), pure indirect effect (PIE), reference interaction (INTref), and mediated interaction effect (INTmed). RESULTS: There were statistically significant associations between CVDs, MRA, and depression, with the adjusted odds ratios (95% confidence intervals) of being 1.73 (1.42~2.30), 1.81 (1.42~2.30), respectively. With MRA as a mediator, there were interaction and mediation effects in the associations between CVDs and depression, and the proportions attributable of INTref, INTmed, and PIE were 94.08% (P<0.001), 3.92% (P = 0.007), and 1.68% (P = 0.006), respectively. Furthermore, the mediation effect was statistically significant in females rather than males. CONCLUSIONS: MRA strongly modified and mediated the effects of CVDs on depression, especially in females. Our results suggested that sufficient MRA (at least 150 min per week) was considered as requirement for preventing depression in CVDs patients in females.
BACKGROUND: Negative effects of cardiovascular diseases (CVDs) on depression have been reported, but the relative contribution of physical activity (PA) and sedentary behavior (SB) to such effects remains unclear. Our objective was to precisely quantify the effects modified or mediated by PA and SB using the recently developed four-way effect decomposition. METHODS: Our analysis included 22,117 adults (aged≥20 years) participating in the 2007-2016 National Health and Nutrition Examination Survey (NHANES). Depression was assessed by the Patient Health Questionnaire-9. Moderate recreational activity (MRA), moderate work activity (MWA), and walk or bicycle for transportation, were measured by the Global Physical Activity Questionnaire (GPAQ). A four-way decomposition was applied with PA and SB as mediator to decompose the total effects of CVDs on depression into four components: controlled direct effect (CDE), pure indirect effect (PIE), reference interaction (INTref), and mediated interaction effect (INTmed). RESULTS: There were statistically significant associations between CVDs, MRA, and depression, with the adjusted odds ratios (95% confidence intervals) of being 1.73 (1.42~2.30), 1.81 (1.42~2.30), respectively. With MRA as a mediator, there were interaction and mediation effects in the associations between CVDs and depression, and the proportions attributable of INTref, INTmed, and PIE were 94.08% (P<0.001), 3.92% (P = 0.007), and 1.68% (P = 0.006), respectively. Furthermore, the mediation effect was statistically significant in females rather than males. CONCLUSIONS: MRA strongly modified and mediated the effects of CVDs on depression, especially in females. Our results suggested that sufficient MRA (at least 150 min per week) was considered as requirement for preventing depression in CVDs patients in females.