Association between life's simple 7 (LS7) and arthritis: the mediating role of body fat percentage (BFP).

IF 3.9 2区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY
Huan Chen, Zhao Wang, Ning Du, Jinseok Oh, Jing Xu, Rongcan Liu, Junlong Song, Junsheng Zhang, Chan Kang
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引用次数: 0

Abstract

Background: Life's Simple 7 (LS7), developed by the American Heart Association, addresses seven key health behaviors and relationship factors. Although LS7 has been studied in relation to various chronic diseases, its association with arthritis remains unclear. This study seeks to investigate the association between LS7 and arthritis, with particular emphasis on the mediating role of body fat percentage (BFP).

Methods: Data from the 2011-2018 National Health and Nutrition Examination Survey (NHANES), including 16,332 adult participants, were analyzed. The connection between LS7 and arthritis was evaluated using multivariable logistic regression, smooth curve fitting, and subgroup analysis. Mediation analysis assessed the role of BFP in this relationship. Additionally, ROC curve analysis was used to assess the predictive performance of the model, and the Boruta algorithm identified the influential factors associated with arthritis.

Results: After adjusting for relevant covariables, each standard deviation increase in LS7 was linked to a 13% lower likelihood of arthritis [OR = 0.87, 95% CI: 0.84, 0.89]. Participants in the highest LS7 tertile (T3) exhibited a 50% reduced likelihood of developing arthritis compared to those in the lowest tertile (T1) [OR = 0.50, 95% CI: 0.43, 0.60]. Mediation analysis confirmed that BFP significantly mediated the LS7-arthritis relationship. Furthermore, the Boruta algorithm identified LS7 and BFP as key variables associated with arthritis.

Conclusion: Elevated LS7 scores were associated with a lower likelihood of arthritis, with BFP serving as a mediating factor. Improving LS7 scores and managing body fat may help prevent arthritis. Due to the study's cross-sectional design, causality cannot be confirmed. Future research should use longitudinal studies to verify these findings and target high-risk groups.

生活简单7 (LS7)与关节炎的关系:体脂率(BFP)的中介作用。
背景:生活简单7 (LS7),由美国心脏协会开发,解决七个关键的健康行为和关系因素。虽然已经研究了LS7与各种慢性疾病的关系,但其与关节炎的关系尚不清楚。本研究旨在探讨LS7与关节炎之间的关系,特别强调体脂率(BFP)的中介作用。方法:分析2011-2018年全国健康与营养检查调查(NHANES)的数据,包括16,332名成年参与者。采用多变量logistic回归、平滑曲线拟合和亚组分析评估LS7与关节炎的关系。中介分析评估了BFP在这一关系中的作用。此外,ROC曲线分析用于评估模型的预测性能,Boruta算法识别与关节炎相关的影响因素。结果:在调整相关协变量后,LS7每增加一个标准差,患关节炎的可能性降低13% [OR = 0.87, 95% CI: 0.84, 0.89]。与最低分位数(T1)的参与者相比,最高分位数(T3)的参与者患关节炎的可能性降低了50% [OR = 0.50, 95% CI: 0.43, 0.60]。中介分析证实BFP显著介导了l7 -关节炎的关系。此外,Boruta算法确定LS7和BFP是与关节炎相关的关键变量。结论:升高的LS7评分与较低的关节炎可能性相关,BFP是一个中介因素。提高LS7评分和控制身体脂肪可能有助于预防关节炎。由于本研究为横断面设计,故无法确定因果关系。未来的研究应该使用纵向研究来验证这些发现,并针对高危人群。
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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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