Hosseinpour-Niazi Somayeh, Abbasi Hamid, Mirmiran Parvin, Malmir Hanieh, Azizi Fereidoun
Nutrition and Endocrine Research Center, Research Institute for Endocrine Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran.
Metab Syndr Relat Disord. 2025 Mar;23(2):103-113. doi: 10.1089/met.2023.0225. Epub 2024 Dec 5.
Socioeconomic status and lifestyle factors could potentially modify the association between diet and chronic diseases such as metabolic syndrome (MetS). This study aimed to investigate the combined effect of socioeconomic status, lifestyle factors, and dietary patterns on the MetS risk. During 8.9 years of follow-up, dietary information of 1915 individuals was collected by a validated Food Frequency Questionnaire (FFQ). Dietary patterns were derived using principal component analysis. Two major dietary patterns including healthy dietary and Western dietary patterns were identified. In the crude and fully adjusted models, an association was not found between Western and healthy dietary patterns and the risk of MetS. There was a significant decrease in the risk of MetS among participants with higher levels of education who adhered to a healthy dietary pattern (hazard ratio: 0.71, 95% confidence interval: 0.34-0.89). Furthermore, the risk of MetS decreased in the fourth quartile of healthy dietary pattern among nonemployed (0.78, 0.51-0.94). According to the stratification of physical activity levels, it was shown that the healthy dietary pattern had a negative association with the risk of MetS only among participants who engaged in a high level of physical activity (0.70, 0.40-0.91). About the smoking status, it was shown that among non-smoker participants, higher adherence to a healthy dietary pattern was associated with a reduction in the risk of MetS. The risk of MetS reduced by 36% (0.64, 0.51-0.97) in the third quartile and by 39% (0.61, 0.54-0.95) in the fourth quartile of the healthy dietary pattern. No association was found between Western dietary pattern with MetS in different status of socioeconomic and lifestyle factors. Adhering to a healthy dietary pattern, engaging in regular physical activity, and abstaining from smoking could reduce incidents of MetS. Moreover, socioeconomic status modified the association between healthy dietary pattern and MetS.
社会经济地位和生活方式因素可能会改变饮食与慢性疾病(如代谢综合征)之间的关联。本研究旨在调查社会经济地位、生活方式因素和饮食模式对代谢综合征风险的综合影响。在8.9年的随访期间,通过经过验证的食物频率问卷(FFQ)收集了1915名个体的饮食信息。使用主成分分析得出饮食模式。确定了两种主要的饮食模式,即健康饮食模式和西方饮食模式。在粗模型和完全调整模型中,未发现西方饮食模式和健康饮食模式与代谢综合征风险之间存在关联。坚持健康饮食模式的高学历参与者患代谢综合征的风险显著降低(风险比:0.71,95%置信区间:0.34 - 0.89)。此外,在未就业人群中,健康饮食模式第四四分位数的代谢综合征风险降低(0.78,0.51 - 0.94)。根据身体活动水平分层显示,健康饮食模式仅在进行高水平身体活动的参与者中与代谢综合征风险呈负相关(0.70,0.40 - 0.91)。关于吸烟状况,结果显示,在不吸烟的参与者中,更高程度地坚持健康饮食模式与代谢综合征风险降低有关。在健康饮食模式的第三四分位数中,代谢综合征风险降低了36%(0.64,0.51 - 0.97),在第四四分位数中降低了39%(0.61,0.54 - 0.95)。在不同社会经济和生活方式因素状态下,未发现西方饮食模式与代谢综合征之间存在关联。坚持健康饮食模式、进行规律体育活动和戒烟可降低代谢综合征的发生率。此外,社会经济地位改变了健康饮食模式与代谢综合征之间的关联。