The Microsoft Research-University of Trento Centre for Computational and Systems Biology, Rovereto, Italy.
The Liggins Institute, the University of Auckland, Auckland, New Zealand.
Microbiome. 2018 Sep 21;6(1):171. doi: 10.1186/s40168-018-0545-x.
Weaning is a period of marked physiological change. The introduction of solid foods and the changes in milk consumption are accompanied by significant gastrointestinal, immune, developmental, and microbial adaptations. Defining a reduced number of infections as the desired health benefit for infants around weaning, we identified in silico (i.e., by advanced public domain mining) infant gut microbes as potential deliverers of this benefit. We then investigated the requirements of these bacteria for exogenous metabolites as potential prebiotic feeds that were subsequently searched for in the natural product space.
Using public domain literature mining and an in silico reverse metabolic approach, we constructed probiotic-prebiotic-food associations, which can guide targeted feeding of immune health-beneficial microbes by weaning food; analyzed competition and synergy for (prebiotic) nutrients between selected microbes; and translated this information into designing an experimental complementary feed for infants enrolled in a pilot clinical trial ( http://www.nourishtoflourish.auckland.ac.nz/ ).
In this study, we applied a benefit-oriented microbiome research strategy for enhanced early-life immune health. We extended from "classical" to molecular nutrition aiming to identify nutrients, bacteria, and mechanisms that point towards targeted feeding to improve immune health in infants around weaning. Here, we present the systems biology-based approach we used to inform us on the most promising prebiotic combinations known to support growth of beneficial gut bacteria ("probiotics") in the infant gut, thereby favorably promoting development of the immune system.
断奶期是一个显著的生理变化时期。固体食物的引入和牛奶摄入量的变化伴随着显著的胃肠道、免疫、发育和微生物适应。将减少感染的次数定义为婴儿断奶时的理想健康益处,我们通过计算机模拟(即通过先进的公共领域挖掘)发现婴儿肠道微生物可能是提供这种益处的潜在输送者。然后,我们研究了这些细菌对外源代谢物的需求,作为潜在的益生元饲料,随后在天然产物领域中进行了搜索。
我们使用公共领域文献挖掘和计算机模拟反向代谢方法,构建了益生菌-益生元-食物的关联,这可以指导通过断奶食物对免疫健康有益的微生物进行有针对性的喂养;分析了选定微生物之间(益生元)营养物质的竞争和协同作用;并将这些信息转化为设计一种针对参加试点临床试验的婴儿的实验性补充饲料(http://www.nourishtoflourish.auckland.ac.nz/)。
在这项研究中,我们应用了一种以效益为导向的微生物组研究策略,以增强婴儿早期的免疫健康。我们从“经典”营养扩展到分子营养,旨在确定营养物质、细菌和机制,这些都指向有针对性的喂养,以改善婴儿断奶时的免疫健康。在这里,我们介绍了我们使用的基于系统生物学的方法,以了解最有前途的促进婴儿肠道有益细菌(“益生菌”)生长的益生元组合,从而有利地促进免疫系统的发育。