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Modeling-Enabled Systems Nutritional Immunology

机译:支持建模的系统营养免疫学

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This review highlights the fundamental role of nutrition in the maintenance of health, the immune response and disease prevention. Emerging global mechanistic insights in the field of nutritional immunology cannot be gained through reductionist methods alone or by analyzing a single nutrient at a time. We propose to investigate nutritional immunology as a massively interacting system of interconnected multistage and multiscale networks that encompass hidden mechanisms by which nutrition, microbiome, metabolism, genetic predisposition and the immune system interact to delineate health and disease. The review sets an unconventional path to applying complex science methodologies to nutritional immunology research, discovery and development through ‘use cases’ centered around the impact of nutrition on the gut microbiome and immune responses. Our systems nutritional immunology analyses, that include modeling and informatics methodologies in combination with pre-clinical and clinical studies, have the potential to discover emerging systems-wide properties at the interface of the immune system, nutrition, microbiome, and metabolism.
机译:这篇评论强调了营养在维持健康,免疫反应和预防疾病中的基本作用。在营养免疫学领域,新兴的全球机械学见解不能仅通过还原论方法或一次分析单一营养素来获得。我们建议将营养免疫学作为一个相互关联的多阶段和多尺度网络的大规模相互作用系统进行研究,该网络包含营养,微生物组,代谢,遗传易感性和免疫系统相互作用以描绘健康和疾病的隐藏机制。这篇综述为通过“用例”将复杂的科学方法应用于营养免疫学研究,发现和开发开辟了一条非常规的道路,该案例以营养对肠道微生物组和免疫反应的影响为中心。我们的系统营养免疫学分析,包括建模和信息学方法,结合临床前和临床研究,有可能在免疫系统,营养,微生物组和代谢的界面上发现新出现的全系统特性。

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