Dynamical mechanisms of inflammatory spatial distribution and its association with recurrence in Crohn's disease.

IF 2.3 4区 数学 Q2 BIOLOGY
Mengqi Peng, Weihua Jiang
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引用次数: 0

Abstract

Crohn's disease (CD) is a recurrent chronic autoimmune disease, which is an inflammatory disease of the intestine with epithelial granulomas. The number of patients has been increasing significantly, and its pathogenesis and treatments are arousing hot discussions in the academic community. Taking into account the spatial heterogeneity of lesion distribution and the periodic recurrence, this paper uses a partial functional differential system with the free diffusion of bacteria and immunocytes and immune response latency to model the process of CD, based on the Lauffenburger-Kennedy bacterial infection model. In order to describe the spatial distribution and recurrence, we analyze the stability of the inflammation equilibrium state, and deduce the diffusion-driven Turing bifurcations and delay-driven Hopf bifurcations, drive the critical conditions for occurrence. Furthermore, through the analysis of Turing-Hopf bifurcations, the coupling effect of two factors is explored to obtain spatiotemporal patterns that better reflect clinical manifestations of CD. In addition, both theoretical and numerical results reveal that the motility is a necessary factor in the production of intestinal epithelial granulomas, while the immune response latency is an important factor in the recurrence. A small effective diffusion rate and a large time delay would lead to two spatially non-homogeneous steady states and a stable periodic solution, ultimately giving rise to a pair of stable spatially non-homogeneous periodic solutions through Turing-Hopf bifurcations. Our conclusions may provide some insights into the control mechanisms for Crohn's disease.

炎症空间分布的动力学机制及其与克罗恩病复发的关系
克罗恩病(CD)是一种复发性慢性自身免疫性疾病,是一种肠上皮肉芽肿的炎症性疾病。患者数量显著增加,其发病机制和治疗方法引起了学术界的热议。考虑到病变分布的空间异质性和周期性复发,本文在lauffenburg - kennedy细菌感染模型的基础上,采用具有细菌和免疫细胞自由扩散和免疫反应潜伏期的部分功能微分系统来模拟CD的过程。为了描述炎症平衡状态的空间分布和递推性,分析了炎症平衡状态的稳定性,推导出扩散驱动的图灵分岔和延迟驱动的Hopf分岔,驱动发生的临界条件。进一步,通过图灵- hopf分岔分析,探讨两因素的耦合效应,获得更能反映CD临床表现的时空模式。此外,理论和数值结果均表明,肠上皮肉芽肿的运动是产生肠上皮肉芽肿的必要因素,而免疫反应潜伏期是复发的重要因素。小的有效扩散速率和大的时间延迟会导致两个空间非齐次稳态和一个稳定周期解,最终通过图灵-霍普夫分岔得到一对空间非齐次稳定周期解。我们的结论可能为克罗恩病的控制机制提供一些见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.30
自引率
5.30%
发文量
120
审稿时长
6 months
期刊介绍: The Journal of Mathematical Biology focuses on mathematical biology - work that uses mathematical approaches to gain biological understanding or explain biological phenomena. Areas of biology covered include, but are not restricted to, cell biology, physiology, development, neurobiology, genetics and population genetics, population biology, ecology, behavioural biology, evolution, epidemiology, immunology, molecular biology, biofluids, DNA and protein structure and function. All mathematical approaches including computational and visualization approaches are appropriate.
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