Lang Alexander, Kuss Oliver, Filla Tim, Schlesinger Sabrina
Institute for Biometrics and Epidemiology, German Diabetes Center, Leibniz Institute for Diabetes Research at Heinrich Heine University Düsseldorf, Auf'm Hennekamp 65, 40225, Düsseldorf, Germany.
German Center for Diabetes Research (DZD e.V.), München-Neuherberg, Germany.
Eur J Nutr. 2021 Jun;60(4):2121-2129. doi: 10.1007/s00394-020-02401-2. Epub 2020 Oct 9.
The aim of this study was to examine the mediation of body mass index (BMI) on the association between per capita sugar consumption and diabetes prevalence using country-related data.
In this ecological study, based on 192 countries, data on per capita sugar consumption were obtained from the Food and Agriculture Organization of the United Nations (FAO), on BMI from the World Health Organization and on diabetes prevalence from the International Diabetes Federation. Data on demography and economic factors were obtained from the Central Intelligence Agency, the United Nations and the FAO. Multiple linear regression analysis was performed to investigate the association between per capita sugar consumption and diabetes prevalence, and mediation analysis to detect the mediated percentage of BMI on this association.
Each increase of 100 kcal/day per capita sugar consumption was associated with a 1.62% higher diabetes prevalence [adjusted β-estimator (95% CI): 1.62 (0.71, 2.53)]. Mediation analysis using BMI as the mediator demonstrated an adjusted direct association of 0.55 (95% CI: - 0.22, 1.32) and an adjusted indirect association of 1.07 (95% CI: 0.54, 1.68). Accordingly, the BMI explained 66% (95% CI: 34%, 100%) of the association between per capita sugar consumption on diabetes prevalence.
These findings indicate that the association between dietary sugar intake and the occurrence of diabetes is mediated by BMI to a large proportion. However, it seems that other mechanisms may explain the association between sugar consumption and development of type 2 diabetes.
本研究旨在利用国家相关数据,检验体重指数(BMI)在人均糖摄入量与糖尿病患病率之间关联中的中介作用。
在这项生态学研究中,基于192个国家,人均糖摄入量数据来自联合国粮食及农业组织(FAO),BMI数据来自世界卫生组织,糖尿病患病率数据来自国际糖尿病联合会。人口统计学和经济因素数据来自美国中央情报局、联合国和FAO。进行多元线性回归分析以研究人均糖摄入量与糖尿病患病率之间的关联,并进行中介分析以检测BMI在该关联中的中介百分比。
人均糖摄入量每增加100千卡/天,糖尿病患病率就会升高1.62%[调整后的β估计值(95%置信区间):1.62(0.71,2.53)]。以BMI作为中介的中介分析显示,调整后的直接关联为0.55(95%置信区间:-0.22,1.32),调整后的间接关联为1.07(95%置信区间:0.54,1.68)。因此,BMI解释了人均糖摄入量与糖尿病患病率之间66%(95%置信区间:34%,100%)的关联。
这些发现表明,饮食中糖的摄入量与糖尿病发生之间的关联很大程度上是由BMI介导的。然而,似乎其他机制也可能解释糖消费与2型糖尿病发展之间的关联。