A mechanistic modelling approach of the host-microbiota interactions to investigate beneficial symbiotic resilience in the human gut.

IF 3.7 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Journal of The Royal Society Interface Pub Date : 2024-06-01 Epub Date: 2024-06-20 DOI:10.1098/rsif.2023.0756
Marie Haghebaert, Béatrice Laroche, Lorenzo Sala, Stanislas Mondot, Joël Doré
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Abstract

The health and well-being of a host are deeply influenced by the interactions with its gut microbiota. Contrasted environmental conditions, such as diseases or dietary habits, play a pivotal role in modulating these interactions, impacting microbiota composition and functionality. Such conditions can also lead to transitions from beneficial to detrimental symbiosis, viewed as alternative stable states of the host-microbiota dialogue. This article introduces a novel mathematical model exploring host-microbiota interactions, integrating dynamics of the colonic epithelial crypt, microbial metabolic functions, inflammation sensitivity and colon flows in a transverse section. The model considers metabolic shifts in epithelial cells based on butyrate and hydrogen sulfide concentrations, innate immune pattern recognition receptor activation, microbial oxygen tolerance and the impact of antimicrobial peptides on the microbiota. Using the model, we demonstrated that a high-protein, low-fibre diet exacerbates detrimental interactions and compromises beneficial symbiotic resilience, underscoring a destabilizing effect towards an unhealthy state. Moreover, the proposed model provides essential insights into oxygen levels, fibre and protein breakdown, and basic mechanisms of innate immunity in the colon and offers a crucial understanding of factors influencing the colon environment.

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宿主-微生物群相互作用的机理建模方法,研究人类肠道中有益共生的复原力。
宿主的健康和福祉深受其肠道微生物群相互作用的影响。相反的环境条件,如疾病或饮食习惯,在调节这些相互作用、影响微生物群的组成和功能方面起着关键作用。这些条件也会导致从有益共生到有害共生的转变,被视为宿主-微生物群对话的另一种稳定状态。本文介绍了一种探索宿主-微生物群相互作用的新型数学模型,该模型将结肠上皮隐窝、微生物代谢功能、炎症敏感性和结肠横切面流动的动态整合在一起。该模型考虑了基于丁酸盐和硫化氢浓度的上皮细胞代谢转变、先天性免疫模式识别受体激活、微生物耐氧性以及抗菌肽对微生物群的影响。利用该模型,我们证明了高蛋白、低纤维饮食会加剧有害的相互作用,损害有益的共生复原力,强调了对不健康状态的不稳定影响。此外,所提出的模型为了解结肠中的氧气水平、纤维和蛋白质分解以及先天性免疫的基本机制提供了重要信息,并为了解影响结肠环境的因素提供了重要依据。
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来源期刊
Journal of The Royal Society Interface
Journal of The Royal Society Interface 综合性期刊-综合性期刊
CiteScore
7.10
自引率
2.60%
发文量
234
审稿时长
2.5 months
期刊介绍: J. R. Soc. Interface welcomes articles of high quality research at the interface of the physical and life sciences. It provides a high-quality forum to publish rapidly and interact across this boundary in two main ways: J. R. Soc. Interface publishes research applying chemistry, engineering, materials science, mathematics and physics to the biological and medical sciences; it also highlights discoveries in the life sciences of relevance to the physical sciences. Both sides of the interface are considered equally and it is one of the only journals to cover this exciting new territory. J. R. Soc. Interface welcomes contributions on a diverse range of topics, including but not limited to; biocomplexity, bioengineering, bioinformatics, biomaterials, biomechanics, bionanoscience, biophysics, chemical biology, computer science (as applied to the life sciences), medical physics, synthetic biology, systems biology, theoretical biology and tissue engineering.
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