The mediating effect of the Korean Healthy Eating Index on the relationship between lifestyle patterns and metabolic syndrome in middle-aged Koreans: data from the 2019-2021 Korea National Health and Nutrition Examination Survey.

IF 2 4区 医学 Q3 NUTRITION & DIETETICS
Nutrition Research and Practice Pub Date : 2025-02-01 Epub Date: 2025-01-15 DOI:10.4162/nrp.2025.19.1.96
Sori On, Woori Na, Cheongmin Sohn
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引用次数: 0

Abstract

Background/objectives: Metabolic syndrome (MetS) is closely connected to dietary and lifestyle factors, with diet being one of the primary risk factors for MetS, acting as a key factor in both prevention and management. In this study, we analyzed the mediating effect of the Korean Healthy Eating Index (KHEI) on the relationship between lifestyle patterns and MetS in middle-aged Koreans using data from the 2019-2021 Korea National Health and Nutrition Examination Survey (KNHANES).

Subjects/methods: This study examined data from 5,196 adults aged 40-64 yrs who participated in the eighth KNHANES. Data on 5 lifestyle factors-smoking, alcohol consumption, physical activity, sleep duration, and stress perception-were analyzed. The latent class analysis (LCA) was performed using Mplus 8.11, and SPSS PROCESS Macro v4.2 was used for statistical analysis to analyze the mediating effect of the KHEI.

Results: The model categorized lifestyle factors into three into 3 clusters: 'Low Activity Class,' 'Low Activity and Smoking Class,' and 'Multiple Risk Class.' The KHEI mediation analysis showed significant effects: 0.0205 (95% confidence interval [CI], 0.0062-0.0363) in the 'Low Activity and Smoke Class,' and 0.0420 (95% CI, 0.0133-0.0726) in the 'Multiple Risk Class.' The mediating effect of the KHEI domain "adequacy" was significant in these groups, with effects of 0.0357 (95% CI, 0.0184-00563) and 0.0662 (95% CI, 0.0364-0.6491), for the respective groups. Balance of energy intake was significant in the group with 'Multiple Risk Class' (0.0189; 95% CI, 0.0044-0.0378).

Conclusion: The results suggest that a healthy diet improves health management and reduces risk factors for MetS. Nonetheless, better strategies for dietary improvement through a detailed analysis of KHEI components are warranted.

背景/目的:代谢综合征(MetS)与饮食和生活方式因素密切相关,饮食是代谢综合征的主要风险因素之一,是预防和管理代谢综合征的关键因素。在本研究中,我们利用 2019-2021 年韩国国民健康与营养调查(KNHANES)的数据,分析了韩国健康饮食指数(KHEI)对韩国中年人生活方式与 MetS 之间关系的中介作用:本研究研究了参加第八次韩国国民健康与营养调查的5196名40-64岁成年人的数据。研究分析了5种生活方式因素的数据--吸烟、饮酒、体力活动、睡眠时间和压力感。使用 Mplus 8.11 进行潜类分析(LCA),并使用 SPSS PROCESS Macro v4.2 进行统计分析,以分析 KHEI 的中介效应:该模型将生活方式因素分为三类:"低活动量类"、"低活动量和吸烟类 "以及 "多重风险类"。KHEI 调解分析显示出显著效果:在 "低活动量和吸烟等级 "中,KHEI 的中介效应为 0.0205(95% 置信区间 [CI],0.0062-0.0363);在 "多重风险等级 "中,KHEI 的中介效应为 0.0420(95% 置信区间 [CI],0.0133-0.0726)。在这些组别中,KHEI 领域 "充足性 "的中介效应显著,对各组别的效应分别为 0.0357(95% CI,0.0184-00563)和 0.0662(95% CI,0.0364-0.6491)。在 "多重风险等级 "组中,能量摄入平衡具有显著意义(0.0189;95% CI,0.0044-0.0378):结果表明,健康饮食可改善健康管理,减少 MetS 的风险因素。结论:研究结果表明,健康饮食可改善健康管理并减少代谢性疾病的风险因素。尽管如此,仍需通过详细分析 KHEI 的组成部分来制定更好的饮食改善策略。
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来源期刊
Nutrition Research and Practice
Nutrition Research and Practice NUTRITION & DIETETICS-
CiteScore
3.50
自引率
4.20%
发文量
62
审稿时长
6-12 weeks
期刊介绍: Nutrition Research and Practice (NRP) is an official journal, jointly published by the Korean Nutrition Society and the Korean Society of Community Nutrition since 2007. The journal had been published quarterly at the initial stage and has been published bimonthly since 2010. NRP aims to stimulate research and practice across diverse areas of human nutrition. The Journal publishes peer-reviewed original manuscripts on nutrition biochemistry and metabolism, community nutrition, nutrition and disease management, nutritional epidemiology, nutrition education, foodservice management in the following categories: Original Research Articles, Notes, Communications, and Reviews. Reviews will be received by the invitation of the editors only. Statements made and opinions expressed in the manuscripts published in this Journal represent the views of authors and do not necessarily reflect the opinion of the Societies.
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