Department of Clinical Sciences, Diabetes and Cardiovascular Disease, Genetic Epidemiology, Lund University, Malmö, Sweden.
Department of Internal Medicine, Skåne University Hospital, Lund University, Malmö, Sweden.
J Nutr. 2020 Apr 1;150(4):861-872. doi: 10.1093/jn/nxz293.
Diet is a determinant of gut microbiota. Both diet and gut microbiota have been linked to metabolic diseases.
We aimed to examine data-driven food patterns in relation to the prevalence of prediabetes and gut microbiota composition and food pattern-associated bacteria in relation to prediabetes.
Food patterns were extracted using principal component analysis in 1726 individuals (aged 18-71 y, 55% women, mean BMI = 25.5 kg/m2) without diabetes from the population-based Malmö Offspring Study. The gut (fecal) microbiota was analyzed by sequencing the 16S ribosomal RNA gene (V1-V3 region). Prediabetes classification was based on fasting glucose ≥6.0 mmol/L and/or glycated hemoglobin ≥42 mmol/L at baseline and/or type 2 diabetes diagnosis during follow-up (0-3.8 y). Logistic regression was used to investigate cross-sectional associations with prediabetes, and the general linear model to examine associations between food patterns and bacterial genera.
Two food patterns, the Health-conscious and the Sugar and High-Fat Dairy patterns, were identified. Adherence to the Health-conscious pattern was associated with a lower prevalence of prediabetes (OR comparing highest quintile with lowest: 0.54; 95% CI: 0.32, 0.92; P-trend = 0.03) and with the abundance of several gut bacterial genera, of which the most robust findings were with a higher abundance of Roseburia and Lachnospira and with a lower abundance of Eubacterium. Roseburia was also associated with a lower prevalence of prediabetes (OR comparing highest quintile with lowest: 0.56; 95% CI: 0.35, 0.92; P-trend = 0.01) and the association between the Health-conscious pattern and prediabetes was attenuated after adjustment for abundance of Roseburia and BMI. Adherence to the Sugar and High-Fat Dairy pattern was associated with a higher prevalence of prediabetes in women (P-trend across food pattern quintiles = 0.03).
In this Swedish population-based study, a Health-conscious food pattern showed an inverse association with the prevalence of prediabetes. Potential underlying explanations may involve links between healthy diet and BMI, as well as gut microbiota, especially a higher abundance of Roseburia.
饮食是肠道微生物群的决定因素。饮食和肠道微生物群都与代谢疾病有关。
我们旨在研究与糖尿病前期相关的数据驱动的食物模式,以及与糖尿病前期相关的肠道微生物群组成和食物模式相关细菌。
在无糖尿病的人群中,从基于人群的马尔默后代研究中提取了 1726 名(年龄 18-71 岁,55%为女性,平均 BMI=25.5kg/m2)个体的食物模式,使用主成分分析。通过测序 16S 核糖体 RNA 基因(V1-V3 区)分析肠道(粪便)微生物群。糖尿病前期的分类基于空腹血糖≥6.0mmol/L 和/或基线时糖化血红蛋白≥42mmol/L 和/或随访期间(0-3.8 年)诊断为 2 型糖尿病。使用逻辑回归研究与糖尿病前期的横断面关联,使用一般线性模型研究食物模式与细菌属之间的关联。
确定了两种食物模式,即健康意识模式和糖和高脂肪乳制品模式。遵循健康意识模式与糖尿病前期的患病率较低相关(比较最高五分位数与最低五分位数的 OR:0.54;95%CI:0.32,0.92;P 趋势=0.03),与几种肠道细菌属的丰度相关,其中最可靠的发现是玫瑰杆菌和lachnospira 的丰度较高,而真杆菌的丰度较低。Roseburia 也与糖尿病前期的患病率较低相关(比较最高五分位数与最低五分位数的 OR:0.56;95%CI:0.35,0.92;P 趋势=0.01),并且健康意识模式与糖尿病前期之间的关联在调整 Roseburia 丰度和 BMI 后减弱。女性中,遵循糖和高脂肪乳制品模式与糖尿病前期的患病率较高相关(五分位数食物模式之间的 P 趋势=0.03)。
在这项瑞典基于人群的研究中,健康意识的食物模式与糖尿病前期的患病率呈负相关。潜在的解释可能涉及健康饮食与 BMI 以及肠道微生物群之间的联系,特别是 Roseburia 的丰度更高。