残留胆固醇与胰岛素抵抗和2型糖尿病的关联:NHANES 1999-2020的中介分析

IF 3.9 2区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Lipids in Health and Disease Pub Date : 2024-12-18 DOI:10.1186/s12944-024-02393-6
Yuying Li, Qiao Zeng, Danping Peng, Pingsheng Hu, Jiahua Luo, Keyang Zheng, Yuzhe Yin, Rite Si, Jingyi Xiao, Shaofen Li, Jinxiang Fu, Jinping Liu, Yuqing Huang
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引用次数: 0

摘要

背景:以往的研究已经建立了残余胆固醇(RC)水平升高与2型糖尿病(T2D)的发生以及胰岛素抵抗(IR)之间的相关性;然而,这些关联的确切性质仍未完全阐明。本研究旨在评估RC与IR以及RC与T2D之间的关系,并确定IR在RC与T2D之间的关系中的介导程度。方法:这是一项观察性研究,利用横断面方法检查1999-2020年国家健康与营养检查调查(NHANES)中的一般人群。根据RC四分位数将参与者分为4组。结果是IR和T2D的患病率。采用调查加权二元logistic回归分析分析相关性,并采用限制性三次样条(RCS)曲线进一步分析非线性关系。生成受试者工作特征(ROC)曲线评价诊断效能,并采用DeLong检验比较RC、低密度脂蛋白胆固醇(LDL-C)、高密度脂蛋白胆固醇(HDL-C)、甘油三酯(TG)的曲线下面积(AUC)。通过中介分析评估IR对RC与T2D关系的中介作用。结果:共纳入受试者23755人(46.02±18.48岁,男性48.8%)。较高的RC水平与IR和T2D患病率的增加显著相关。在对潜在混杂因素进行校正后,logistic回归分析显示,较高的RC四分位数与IR患病率增加相关[四分位数4 vs四分位数1:优势比(OR)(95%置信区间,CI): 1.65 (1.41-1.94), p]。结论:较高的RC水平与IR和T2D患病率增加相关。IR介导了54.1%的RC和T2D之间的关联,这表明在RC水平升高的个体中,管理IR可能对降低T2D风险至关重要。
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Association of remnant cholesterol with insulin resistance and type 2 diabetes: mediation analyses from NHANES 1999-2020.

Background: Previous studies have established a correlation between elevated levels of remnant cholesterol (RC) and the occurrence of type 2 diabetes mellitus (T2D) as well as insulin resistance (IR); however, the precise nature of these associations remains incompletely elucidated. This study aimed to evaluate the relationships between RC and IR, as well as RC and T2D, and to determine the extent to which IR mediated the relationship between RC and T2D.

Methods: This was an observational study that utilized cross-sectional methods to examine the general population in the National Health and Nutrition Examination Survey (NHANES) 1999-2020. The participants were divided into 4 groups according to the RC quartiles. The outcome was the prevalence of IR and T2D. Survey-weighted binary logistic regression analysis was used to analyze the associations, and the restricted cubic spline (RCS) curve was used to further analyze the nonlinear relationship. Receiver operating characteristic (ROC) curves were generated to evaluate the diagnostic performance, and the areas under the curves (AUC) of RC, low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglycerides (TG) were compared using the DeLong test. The mediating effect of IR on the relationship between RC and T2D was evaluated through mediation analysis.

Results: A total of 23,755 participants (46.02 ± 18.48 years, 48.8% male) were included in our study. Higher RC levels were significantly associated with increased prevalence of both IR and T2D. After adjusting for potential confounders, logistic regression analysis showed that higher RC quartiles were associated with the increased prevalence of IR [Quartile 4 vs. Quartile 1: odds ratio (OR) (95% confidence interval, CI): 1.65 (1.41-1.94), p < 0.001] and T2D [Quartile 4 vs. Quartile 1: OR (95% CI): 1.24 (1.03-1.50), p = 0.024]. RCS analysis revealed two distinct nonlinear relationships: one between RC levels and the prevalence of IR (nonlinear p < 0.001), and another between RC levels and the prevalence of T2D (nonlinear p < 0.001). ROC curve analysis demonstrated that RC had the highest discriminative ability, significantly outperforming LDL-C, HDL-C, and TG in predicting both IR and T2D risk (all P < 0.001 by DeLong test). Mediation analysis revealed that IR significantly mediated the relationship between RC and T2D, with approximately 54.1% of the effect of RC on T2D being indirect through IR.

Conclusions: Higher RC level was associated with increased prevalence of IR and T2D. IR mediated 54.1% of the association between RC and T2D, suggesting that managing IR could be crucial in reducing the risk of T2D in individuals with elevated RC levels.

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来源期刊
Lipids in Health and Disease
Lipids in Health and Disease 生物-生化与分子生物学
CiteScore
7.70
自引率
2.20%
发文量
122
审稿时长
3-8 weeks
期刊介绍: Lipids in Health and Disease is an open access, peer-reviewed, journal that publishes articles on all aspects of lipids: their biochemistry, pharmacology, toxicology, role in health and disease, and the synthesis of new lipid compounds. Lipids in Health and Disease is aimed at all scientists, health professionals and physicians interested in the area of lipids. Lipids are defined here in their broadest sense, to include: cholesterol, essential fatty acids, saturated fatty acids, phospholipids, inositol lipids, second messenger lipids, enzymes and synthetic machinery that is involved in the metabolism of various lipids in the cells and tissues, and also various aspects of lipid transport, etc. In addition, the journal also publishes research that investigates and defines the role of lipids in various physiological processes, pathology and disease. In particular, the journal aims to bridge the gap between the bench and the clinic by publishing articles that are particularly relevant to human diseases and the role of lipids in the management of various diseases.
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