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Article

Mediating Effects of Serum Lipids and Physical Activity on Hypertension Management of Urban Elderly Residents in China

1
Sports Science Institute, Shanxi University, Taiyuan 030006, China
2
School of Physical Education, Shanxi University, Taiyuan 030006, China
*
Author to whom correspondence should be addressed.
Metabolites 2024, 14(12), 707; https://doi.org/10.3390/metabo14120707
Submission received: 5 November 2024 / Revised: 13 December 2024 / Accepted: 13 December 2024 / Published: 15 December 2024
(This article belongs to the Special Issue Interactions Between Exercise Physiology and Metabolism)

Abstract

Background/Objectives: Investigating the importance and potential causal effects of serum lipid biomarkers in the management of hypertension is vital, as these factors positively impact the prevention and control of cardiovascular disease (CVD). Methods: We surveyed 3373 urban residents using longitudinal data from the CHARLS database, collected between 2015 and 2020. Pearson correlation methods were employed to explore the relationships among the numerical variables. A logistic regression model was utilized to identify the risk factors for hypertension. The dose–effect relationship between serum lipids and BP was assessed using restricted cubic splines (RCS). Additionally, piecewise structural equation modeling (PiecewiseSEM) was conducted to further elucidate the direct and indirect pathways involving individual body indices, serum lipids, and PA on BP responses at different levels of physical activity (PA). Results: The four serum lipids showed significant differences between hypertensive and non-hypertensive residents (p < 0.05). All lipids, except for HDL cholesterol, demonstrated extremely significant positive correlations with both systolic blood pressure (SBP) and diastolic blood pressure (DBP) (p < 0.001). All serum lipid variables were significantly associated with the incidence of hypertension. Specifically, triglycerides (bl_tg), HDL (bl_hdl), and low-density lipoprotein LDL cholesterol were identified as significant risk factors, with odds ratios (ORs) of 1.56 (95% CI: 1.33–1.85, p < 0.001), 1.16 (95% CI: 1.02–1.33, p < 0.05), and 1.62 (95% CI: 1.23–2.15, p < 0.001), respectively. Conversely, cholesterol (bl_cho) was a protective factor for hypertension, with an OR of 0.60 (95% CI: 0.42–0.82, p < 0.01). PA showed weak relationships with blood pressure (BP); however, PA levels had significant effects, particularly at low PA levels. The four serum lipids had the most mediating effect on BP, especially under low PA level conditions, while PA exhibited a partly weak mediating effect on BP, particularly under high PA level conditions. Conclusions: Serum lipids have significant nonlinear relationships with BP and PA levels exert different influences on BP. The significant mediating effects of serum lipids and the weak mediating effects of PA on individual body indices related to SBP and DBP demonstrate significant differences across varying levels of PA, highlighting the importance of low PA levels in hypertension management. This study could provide valuable recommendations and guidance in these areas.
Keywords: serum lipids; physical activity; SEM; hypertension management; urban elderly residents; China serum lipids; physical activity; SEM; hypertension management; urban elderly residents; China

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MDPI and ACS Style

Zhao, Y.; Zhang, Y.; Wang, F. Mediating Effects of Serum Lipids and Physical Activity on Hypertension Management of Urban Elderly Residents in China. Metabolites 2024, 14, 707. https://doi.org/10.3390/metabo14120707

AMA Style

Zhao Y, Zhang Y, Wang F. Mediating Effects of Serum Lipids and Physical Activity on Hypertension Management of Urban Elderly Residents in China. Metabolites. 2024; 14(12):707. https://doi.org/10.3390/metabo14120707

Chicago/Turabian Style

Zhao, Yang, Yike Zhang, and Fei Wang. 2024. "Mediating Effects of Serum Lipids and Physical Activity on Hypertension Management of Urban Elderly Residents in China" Metabolites 14, no. 12: 707. https://doi.org/10.3390/metabo14120707

APA Style

Zhao, Y., Zhang, Y., & Wang, F. (2024). Mediating Effects of Serum Lipids and Physical Activity on Hypertension Management of Urban Elderly Residents in China. Metabolites, 14(12), 707. https://doi.org/10.3390/metabo14120707

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