MATHEMATICAL INSIGHTS INTO THE DYNAMICS OF INNATE IMMUNE RESPONSE DURING INFLAMMATION

IF 1.3 4区 数学 Q3 BIOLOGY
I. Trejo, Mehtap Lafci Büyükkahraman, H. Kojouharov
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引用次数: 0

Abstract

Innate immune system cells activate in response to infection and trigger an acute inflammatory reaction to restore tissue homeostasis and promote subsequent tissue repair. Their activation and functions must be very well regulated to avoid tissue damage, organ dysfunction, or even death. In this work, a new set of mathematical models is presented to examine the dynamics of the innate immune system response to tissue damage and provide further understanding of the role of the innate immune system during the early stages of an inflammatory response. Different damaged cells production functions are proposed to represent the effect of secondary tissue damage by the innate immune system. The stability and bifurcation analyses of the model reveal that there is an important threshold parameter that can be controlled in order to avoid sustained chronic inflammation and secure a successful healing outcome. A set of numerical simulations is also performed to support the presented theoretical results and demonstrate the medical applicability of the new mathematical model.
对炎症期间先天免疫反应动力学的数学见解
先天免疫系统细胞在感染时激活并触发急性炎症反应,以恢复组织稳态并促进随后的组织修复。它们的激活和功能必须得到很好的调节,以避免组织损伤,器官功能障碍,甚至死亡。在这项工作中,提出了一套新的数学模型来检查先天免疫系统对组织损伤的反应动力学,并进一步了解先天免疫系统在炎症反应早期阶段的作用。不同的受损细胞产生功能被提出来代表先天免疫系统对继发性组织损伤的影响。模型的稳定性和分岔分析表明,为了避免持续的慢性炎症和确保成功的愈合结果,可以控制一个重要的阈值参数。通过一组数值模拟来支持所提出的理论结果,并证明了新数学模型在医学上的适用性。
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来源期刊
CiteScore
2.80
自引率
12.50%
发文量
31
审稿时长
1 months
期刊介绍: The Journal of Biological Systems is published quarterly. The goal of the Journal is to promote interdisciplinary approaches in Biology and in Medicine, and the study of biological situations with a variety of tools, including mathematical and general systems methods. The Journal solicits original research papers and survey articles in areas that include (but are not limited to): Complex systems studies; isomorphies; nonlinear dynamics; entropy; mathematical tools and systems theories with applications in Biology and Medicine. Interdisciplinary approaches in Biology and Medicine; transfer of methods from one discipline to another; integration of biological levels, from atomic to molecular, macromolecular, cellular, and organic levels; animal biology; plant biology. Environmental studies; relationships between individuals, populations, communities and ecosystems; bioeconomics, management of renewable resources; hierarchy theory; integration of spatial and time scales. Evolutionary biology; co-evolutions; genetics and evolution; branching processes and phyllotaxis. Medical systems; physiology; cardiac modeling; computer models in Medicine; cancer research; epidemiology. Numerical simulations and computations; numerical study and analysis of biological data. Epistemology; history of science. The journal will also publish book reviews.
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