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残余胆固醇在体力活动与糖尿病关系中的作用:中介分析。

Role of remnant cholesterol in the relationship between physical activity and diabetes mellitus: an intermediary analysis.

机构信息

Department of Epidemiology and Medical Statistics, School of Public Health, Guangdong Medical University, Dongguan, Guangdong, China.

Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China.

出版信息

Front Public Health. 2024 Mar 12;12:1322244. doi: 10.3389/fpubh.2024.1322244. eCollection 2024.

Abstract

OBJECTIVE

The purpose of this investigation was to evaluate the potential link between physical activity (PA) and the heightened susceptibility to diabetes mellitus (DM), by examining whether remnant cholesterol (RC) might act as a mediator in this correlation.

METHODS

The research utilized data from the National Health and Nutrition Examination Survey, spanning from 2005 to 2018. Various statistical analyses were conducted for continuous and categorical variables, including the -test, ANOVA, and χ test. Logistic regression was employed to analyze the association between PA and DM across three distinct models. Mediation analysis was also conducted to assess the potential mediation effects of RC.

RESULTS

The study encompassed a total of 9,149 participants, and it was observed that individuals with DM exhibited lower levels of PA. Furthermore, PA levels were found to be associated with all participant characteristics except poverty income ratio, fasting blood glucose, and HOMA-IR ( < 0.05). After adjusting for covariates (Model 3), individuals with high PA levels demonstrated a decreased likelihood of developing DM compared to those in the low PA group (: 0.73, 95%: 0.54-0.99). A significant dose-response relationship was identified ( < 0.05). No interaction between PA and RC in relation to DM risk was detected, and RC was found to serve as a mediator in the connection between PA and DM. After considering covariates, the mediating effect of RC between PA and DM weakens.

DISCUSSION

Our findings suggest that higher levels of PA are linked to a reduced risk of DM in U.S. adults, with RC likely playing a mediating role.

摘要

目的

本研究旨在通过考察残余胆固醇(RC)是否可能在这种相关性中起中介作用,评估体力活动(PA)与糖尿病(DM)易感性增强之间的潜在联系。

方法

本研究利用了 2005 年至 2018 年期间的国家健康与营养检查调查的数据。对于连续和分类变量,采用了 t 检验、方差分析和 χ 检验等各种统计分析。采用逻辑回归分析了 PA 与 DM 之间的关联,共涉及三个不同的模型。还进行了中介分析,以评估 RC 的潜在中介效应。

结果

该研究共纳入了 9149 名参与者,结果显示患有 DM 的个体表现出较低水平的 PA。此外,PA 水平与除贫困收入比、空腹血糖和 HOMA-IR 外的所有参与者特征相关( < 0.05)。在校正了协变量(模型 3)后,与低 PA 组相比,高水平 PA 的个体发生 DM 的可能性降低(比值比:0.73,95%置信区间:0.54-0.99)。还发现了显著的剂量-反应关系( < 0.05)。未检测到 PA 和 RC 与 DM 风险之间的交互作用,并且 RC 被发现是 PA 和 DM 之间联系的中介。考虑到协变量后,RC 在 PA 和 DM 之间的中介作用减弱。

讨论

我们的研究结果表明,较高水平的 PA 与美国成年人中 DM 风险降低有关,RC 可能在其中起中介作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6aca/10963391/61e7ca31d02f/fpubh-12-1322244-g001.jpg

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