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基于代谢表型探讨饮食评分与 2 型糖尿病风险的关联差异。

Differential association of dietary scores with the risk of type 2 diabetes by metabotype.

机构信息

Institute for Medical Information Processing, Biometry, and Epidemiology - IBE, Ludwig- Maximilians University of Munich, Marchioninistr. 15, 81377, Munich, Germany.

Pettenkofer School of Public Health, Ludwig-Maximilians University of Munich, Pettenkoferstr. 9A, 80336, Munich, Germany.

出版信息

Eur J Nutr. 2024 Sep;63(6):2137-2148. doi: 10.1007/s00394-024-03411-0. Epub 2024 May 7.

Abstract

PURPOSE

We aimed to examine the association between dietary patterns and type 2 diabetes mellitus (T2DM) while considering the potential effect modification by metabolic phenotypes (metabotypes). Additionally, we aimed to explore the association between dietary scores and prediabetes.

METHODS

A total of 1460 participants (11.8% with T2DM) from the cross-sectional population-based KORA FF4 study were included. Participants, classified into three metabotype subgroups, had both their FSAm-NPS dietary index (underpinning the Nutri-Score) and ultra-processed foods (UPF) intake (using NOVA classification) calculated. Glucose tolerance status was assessed via oral glucose tolerance tests (OGTT) in non-diabetic participants and was classified according to the American Diabetes Association criteria. Logistic regression models were used for both the overall and metabotype-stratified analyses of dietary scores' association with T2DM, and multinomial probit models for their association with prediabetes.

RESULTS

Participants who had a diet with a higher FSAm-NPS dietary index (i.e., a lower diet quality) or a greater percentage of UPF consumption showed a positive association with T2DM. Stratified analyses demonstrated a strengthened association between UPF consumption and T2DM specifically in the metabolically most unfavorable metabotype (Odds Ratio, OR 1.92; 95% Confidence Interval, CI 1.35, 2.73). A diet with a higher FSAm-NPS dietary index was also positively associated with prediabetes (OR 1.19; 95% CI 1.04, 1.35).

CONCLUSION

Our study suggests different associations between poorer diet quality and T2DM across individuals exhibiting diverse metabotypes, pointing to the option for stratified dietary interventions in diabetes prevention.

摘要

目的

本研究旨在探讨饮食模式与 2 型糖尿病(T2DM)之间的关联,并考虑代谢表型(代谢类型)的潜在效应修饰作用。此外,我们还旨在探讨饮食评分与糖尿病前期之间的关联。

方法

本研究共纳入了横断面人群基础 KORA FF4 研究中的 1460 名参与者(11.8%患有 T2DM)。根据三种代谢类型亚组对参与者进行分类,计算了他们的 FSAm-NPS 饮食指数(Nutri-Score 的基础)和超加工食品(UPF)的摄入量(采用 NOVA 分类)。非糖尿病参与者通过口服葡萄糖耐量试验(OGTT)评估葡萄糖耐量状况,并根据美国糖尿病协会标准进行分类。采用逻辑回归模型对饮食评分与 T2DM 的总体关联以及代谢类型分层分析进行分析,采用多项概率回归模型对饮食评分与糖尿病前期的关联进行分析。

结果

FSAm-NPS 饮食指数较高(即饮食质量较低)或 UPF 消费比例较高的参与者与 T2DM 呈正相关。分层分析表明,UPF 消费与 T2DM 之间的关联在代谢最不利的代谢类型中更为强烈(优势比,OR 1.92;95%置信区间,CI 1.35,2.73)。FSAm-NPS 饮食指数较高的饮食也与糖尿病前期呈正相关(OR 1.19;95%置信区间,CI 1.04,1.35)。

结论

我们的研究表明,在表现出不同代谢类型的个体中,较差的饮食质量与 T2DM 之间存在不同的关联,这为糖尿病预防中分层饮食干预提供了选择。

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