Nuffield Department of Primary Care Health Sciences, University of Oxford, Oxford, U.K.
National Institute for Health Research Oxford Biomedical Research Centre, Oxford University Hospitals, Oxford, U.K.
Diabetes Care. 2022 Jun 2;45(6):1315-1325. doi: 10.2337/dc21-2258.
To identify dietary patterns (DPs) characterized by a set of nutrients of concern and their association with incident type 2 diabetes (T2D).
A total of 120,343 participants from the U.K. Biobank study with at least two 24 h dietary assessments were studied. Reduced rank regression was used to derive DPs explaining variability in energy density, free sugars, saturated fat, and fiber intakes. We investigated prospective associations with T2D using Cox proportional hazard models.
Over 8.4 years of follow-up from the latest dietary assessment, 2,878 participants developed T2D. Two DPs were identified that jointly explained a total of 63% variation in four nutrients. DP1 was characterized by high intakes of chocolate and confectionery, butter, low-fiber bread, and sugars and preserves, and low intakes of fruits and vegetables. DP1 was linearly associated with T2D in multivariable models without BMI adjustment (per z score, hazard ratio [HR] 1.11 [95% CI 1.08-1.14]) and after BMI adjustment (HR 1.09 [95% CI 1.06-1.12]). DP2 was characterized by high intakes of sugar-sweetened beverages, fruit juice, table sugars and preserves, and low intakes of high-fat cheese and butter, but showed no clear association with T2D. There were significant interactions between both DPs and age, with increased risks among younger people in DP1 (HR 1.13 [95% CI 1.09-1.18]) and DP2 (HR 1.10 [95% CI 1.05-1.15]), as well as with DP1 and BMI, with increased risks among people with obesity (HR 1.11 [95% CI 1.07-1.16]).
A DP characterized by high intakes of chocolate and confectionery, butter, low-fiber bread, and added sugars, and low in fresh fruits and vegetables intake is associated with a higher incidence of T2D, particularly among younger people and those with obesity.
确定由一组关注营养素组成的饮食模式(DPs)及其与 2 型糖尿病(T2D)发病的关系。
本研究共纳入了英国生物库研究中至少有两次 24 小时饮食评估的 120343 名参与者。采用降秩回归方法推导出解释能量密度、游离糖、饱和脂肪和膳食纤维摄入量变异性的 DPs。我们使用 Cox 比例风险模型研究了 T2D 的前瞻性相关性。
在最新饮食评估后的 8.4 年随访期间,有 2878 名参与者发生了 T2D。确定了两种 DPs,它们共同解释了四种营养素总变异的 63%。DP1 的特点是高摄入量的巧克力和糖果、黄油、低纤维面包、糖和果酱,以及低摄入量的水果和蔬菜。在没有 BMI 调整的多变量模型中(每个 z 评分,风险比 [HR] 1.11 [95% CI 1.08-1.14])和 BMI 调整后(HR 1.09 [95% CI 1.06-1.12]),DP1 与 T2D 呈线性相关。DP2 的特点是高摄入量的含糖饮料、果汁、餐桌糖和果酱,以及低摄入量的高脂肪奶酪和黄油,但与 T2D 无明显关联。这两种 DPs 与年龄之间存在显著的交互作用,在 DP1(HR 1.13 [95% CI 1.09-1.18])和 DP2(HR 1.10 [95% CI 1.05-1.15])中,年轻人的风险增加,以及 DP1 和 BMI 之间的风险增加,肥胖人群的风险增加(HR 1.11 [95% CI 1.07-1.16])。
以高摄入量的巧克力和糖果、黄油、低纤维面包和添加糖为特征,同时低摄入量的新鲜水果和蔬菜的 DP 与 T2D 的发病率较高相关,特别是在年轻人和肥胖人群中。