Scientific Computing Research Unit, Helmholtz Zentrum München, Munich, Germany.
Department of Microbiology and Cell Science, Institute of Food and Agricultural Sciences, University of Florida, Munich, USA.
Microbiome. 2016 Apr 26;4:17. doi: 10.1186/s40168-016-0163-4.
The development of anti-islet cell autoimmunity precedes clinical type 1 diabetes and occurs very early in life. During this early period, dietary factors strongly impact on the composition of the gut microbiome. At the same time, the gut microbiome plays a central role in the development of the infant immune system. A functional model of the association between diet, microbial communities, and the development of anti-islet cell autoimmunity can provide important new insights regarding the role of the gut microbiome in the pathogenesis of type 1 diabetes.
A novel approach was developed to enable the analysis of the microbiome on an aggregation level between a single microbial taxon and classical ecological measures analyzing the whole microbial population. Microbial co-occurrence networks were estimated at age 6 months to identify candidates for functional microbial communities prior to islet autoantibody development. Stratification of children based on these communities revealed functional associations between diet, gut microbiome, and islet autoantibody development. Two communities were strongly associated with breast-feeding and solid food introduction, respectively. The third community revealed a subgroup of children that was dominated by Bacteroides abundances compared to two subgroups with low Bacteroides and increased Akkermansia abundances. The Bacteroides-dominated subgroup was characterized by early introduction of non-milk diet, increased risk for early autoantibody development, and by lower abundances of genes for the production of butyrate via co-fermentation of acetate. By combining our results with information from the literature, we provide a refined functional hypothesis for a protective role of butyrate in the pathogenesis of type 1 diabetes.
Based on functional traits of microbial communities estimated from co-occurrence networks, we provide evidence that alterations in the composition of mucin degrading bacteria associate with early development of anti-islet cell autoimmunity. We hypothesize that lower levels of Bacteroides in favor of increased levels of Akkermansia lead to a competitive advantage of acetogens compared to sulfate reducing bacteria, resulting in increased butyrate production via co-fermentation of acetate. This hypothesis suggests that butyrate has a protective effect on the development of anti-islet cell autoantibodies.
胰岛细胞自身免疫的发展先于临床 1 型糖尿病,并在生命早期很早就发生。在此早期阶段,饮食因素强烈影响肠道微生物组的组成。与此同时,肠道微生物组在婴儿免疫系统的发展中起着核心作用。饮食、微生物群落与胰岛细胞自身免疫发展之间关联的功能模型可为肠道微生物组在 1 型糖尿病发病机制中的作用提供重要的新见解。
开发了一种新方法,能够在单个微生物分类群与分析整个微生物群的经典生态措施之间的聚合水平上分析微生物组。在 6 个月大时估计微生物共生网络,以在胰岛自身抗体发展之前识别功能性微生物群落的候选者。基于这些群落对儿童进行分层,揭示了饮食、肠道微生物组和胰岛自身抗体发展之间的功能关联。两个群落分别与母乳喂养和固体食物引入密切相关。第三个群落揭示了一个亚组的儿童与两个亚组相比,双歧杆菌丰度较高,阿克曼氏菌丰度增加。双歧杆菌主导亚组的特点是早期引入非牛奶饮食、自身抗体早期发展风险增加,以及通过乙酸共发酵产生丁酸盐的基因丰度降低。通过将我们的结果与文献中的信息相结合,我们提供了一个关于丁酸在 1 型糖尿病发病机制中具有保护作用的精细功能假设。
基于共生网络估计的微生物群落的功能特征,我们提供了证据表明,粘蛋白降解细菌组成的改变与胰岛细胞自身免疫的早期发展有关。我们假设,双歧杆菌丰度降低有利于阿克曼氏菌丰度增加,导致产乙酸菌与硫酸盐还原菌相比具有竞争优势,从而通过乙酸共发酵增加丁酸盐的产生。这一假设表明,丁酸对胰岛细胞自身抗体的发展具有保护作用。