Effect of body mass index, physical activity, depression, and educational attainment on high-sensitivity C-reactive protein in patients with atrial fibrillation
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Published on: July 14, 2023
John Rommel1, Ross Simpson, John Paul Mounsey
1Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA. jrommel@unch.unc.edu
Insights
Obesity is the strongest predictor of elevated high-sensitivity C-reactive protein (hs-CRP), a marker of inflammation. While physical activity and education also influence hs-CRP, their impact is less significant than obesity.
Area of Science:
- Cardiovascular Disease
- Inflammation Biology
- Public Health
Background:
- Atherosclerosis is a complex process potentially mediated by inflammation, indicated by elevated high-sensitivity C-reactive protein (hs-CRP).
- Factors like obesity, physical activity, and depression are known to influence hs-CRP, but their relative importance is unclear.
- Understanding these predictors is crucial for managing subclinical coronary heart disease.
Purpose of the Study:
- To assess the relationship between various potential predictors and hs-CRP levels.
- To determine the relative importance of obesity, physical activity, and depression in predicting elevated hs-CRP.
- To identify key factors associated with inflammation in patients with subclinical coronary heart disease.
Main Methods:
- Prospective cohort study with 289 patients selected for substudy analysis.
- Bivariate and multivariate linear regression models were used to analyze predictors of hs-CRP.
- Analyses adjusted for potential confounders, examining obesity, physical activity, depression, and educational attainment.
Main Results:
- Obesity was identified as the greatest absolute predictor of elevated hs-CRP across all analyses.
- Vigorous physical activity and higher educational attainment (college/graduate degree) were associated with decreased hs-CRP.
- Depression was associated with increased hs-CRP in unadjusted analyses, but this association was not significant in multivariate models.
Conclusions:
- Obesity is the most significant predictor of elevated hs-CRP in patients with subclinical coronary heart disease.
- While physical activity and education play a role, their influence is less pronounced than that of obesity.
- Targeting obesity may be a primary strategy for reducing inflammation and managing cardiovascular risk.
Abstract:
Atherosclerosis development is a complex process, with inflammation, indicated by elevated high-sensitivity C-reactive protein (hs-CRP), as a potential mediator. Obesity, physical activity, and depression have all been reported to affect hs-CRP. However, these factors are interconnected, and their relative individual importance remains unclear. From a separate prospective cohort study, 289 patients were selected for the present substudy. We assessed the relation of a variety of potential predictors and hs-CRP. Obesity, physical activity, and depression, in addition to several other potential factors, were analyzed in bivariate and multivariate linear regression models, adjusting for potential confounders. In unadjusted analyses, mild-to-moderate and severe depression were associated with increased hs-CRP compared to no or minimal depression. Vigorous physical activity was associated with decreased hs-CRP compared to no physical activity. All classes of obesity were associated with increased hs-CRP. In addition, attaining a college or graduate degree was associated with decreased hs-CRP compared to high school or less educational attainment. On multivariate analysis, depression was no longer associated with increased hs-CRP. Physical activity remained associated with decreased hs-CRP but only at vigorous levels. Educational attainment also remained associated but only at the collegiate or professional education level. Ultimately, obesity remained the greatest absolute predictor of elevated hs-CRP. In conclusion, in analyses of multiple factors potentially predictive of elevated hs-CRP in a large population of patients with subclinical coronary heart disease, we found the most important predictor to be obesity.
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