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ORIGINAL RESEARCH article

Front. Endocrinol.
Sec. Cardiovascular Endocrinology
Volume 16 - 2025 | doi: 10.3389/fendo.2025.1484318
This article is part of the Research Topic Clinical Implications of Obesity and Lipid-Related Parameters on Cardiometabolic Diseases - Volume II View all 15 articles

Association between LDL/HDL Ratio and Hypertension in Chinese Middle-Aged and Older Adults: A Cross-Sectional and Longitudinal Analysis Based on CHARLS LDL/HDL Ration and Hypertension

Provisionally accepted
Weicheng Lai Weicheng Lai 1Xiao Chen Xiao Chen 2Lerui Wang Lerui Wang 2Liangxiu Wu Liangxiu Wu 3Xin Li Xin Li 1Boda Zhou Boda Zhou 2,4*
  • 1 BenQ Medical Center, Nanjing, Jiangsu Province, China
  • 2 Tsinghua University, Beijing, Beijing, China
  • 3 Hezhou People's Hospital, Hezhou, Guangx, China
  • 4 Beijing Tsinghua Changgeng Hospital, Tsinghua University, Beijing, China

The final, formatted version of the article will be published soon.

    Introduction: Hypertension is a global public health issue and major risk factor for cardiovascular disease (CVD). Low-density lipoprotein/ high-density lipoprotein ratio (LDL/HDL Ratio, LHR) is an important indicator of lipid metabolism related to CVD. However, the relationship between LHR and the prevalence and incidence of hypertension has not been reported in large populations. This study aims to investigate the association between LHR and hypertension in middle-aged and elderly population. Methods: This study utilized the China Health and Retirement Longitudinal Study (CHARLS) database from 2011 to 2020. Cross-sectional study was employed to analyze the association between LHR and the prevalence of hypertension; longitudinal analysis was used to examine the association between LHR and the incidence of hypertension. Eligible participants were adults aged 45 years and older with complete LHR and self-reported hypertension records. Multivariate logistic regression, smooth curve fitting, threshold effect analysis was performed. Results: In the cross-sectional study, we included 13,150 participants. After adjusting for potential confounders, each one-unit increase in LHR was associated with a 22% increase in the prevalence of hypertension (OR = 1.22, 95% CI: 1.15-1.30, P < 0.0001). The association between LHR and hypertension was consistent across different subgroups, with higher LHR being more strongly associated with increased hypertension prevalence in females and non-smokers. Our results revealed a linear relationship between LHR and hypertension prevalence. Longitudinal analysis showed that, among participants without hypertension in 2011, after 7 years of follow-up, the association between LHR and hypertension incidence remained robust after adjusting for a wide range of demographic, clinical, and biochemical variables (P < 0.05). Conclusions: These results demonstrated significant positive association between LHR and the prevalence & incidence of hypertension, in a nationwide representative middle-aged and elderly population in China.

    Keywords: CHARLS, Hypertension, LDL/HDL ratio, Prevalence, Incidence

    Received: 21 Aug 2024; Accepted: 27 Jan 2025.

    Copyright: © 2025 Lai, Chen, Wang, Wu, Li and Zhou. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Boda Zhou, Beijing Tsinghua Changgeng Hospital, Tsinghua University, Beijing, China

    Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.