通过数学模型了解基质金属蛋白酶组织抑制剂对慢性伤口的调节作用。

IF 1.9 4区 数学 Q2 BIOLOGY
Sonia Dari, Reuben D. O’dea, Nabil T. Fadai
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引用次数: 0

摘要

了解慢性伤口的生物化学和药效学是至关重要的,因为英国有数百万人受到影响,NHS的成本也很高。慢性伤口的特点是基质金属蛋白酶(MMPs)浓度升高,破坏周围的细胞外基质(ECM)。然而,成纤维细胞可以产生MMPs的组织抑制剂(TIMPs)来调节伤口愈合。因此,需要正确理解TIMPs在急慢性伤口中的作用,以便开发治疗方法。在这项工作中,我们提出了一个由四个偏微分方程组成的反应-扩散系统,描述了伤口中ECM、成纤维细胞、MMPs和TIMPs的相互作用。我们观察到,根据与急性和慢性伤口愈合相对应的参数集,该数学模型产生行波解。通过分岔分析,我们证明了ECM的过度降解会导致慢性伤口的出现,而这些慢性伤口的逆转在较低的TIMP生产值下是禁止的。这些结果在通过参数敏感性分析获得的简化模型中得到了复制。该模型进一步扩展到更现实的空间领域,在那里我们证明了含有TIMPs的治疗性水凝胶作为慢性伤口治疗的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Understanding the regulation of chronic wounds by tissue inhibitors of matrix metalloproteinases through mathematical modelling
Understanding the biochemistry and pharmacodynamics of chronic wounds is of key importance, due to the millions of people in the UK affected and the significant cost to the NHS. Chronic wounds are characterised by elevated concentrations of matrix metalloproteinases (MMPs) that destroy the surrounding extracellular matrix (ECM). However, fibroblasts can produce tissue inhibitors of MMPs (TIMPs) in order to regulate wound healing. Therefore, the role of TIMPs in both acute and chronic wounds needs to be properly understood in order to develop therapeutic treatments. In this work, we propose a reaction-diffusion system of four partial differential equations that describe the interaction of the ECM, fibroblasts, MMPs, and TIMPs in a wound. We observe that, subject to parameter sets corresponding to both acute and chronic wound healing, this mathematical model gives rise to travelling wave solutions. Using bifurcation analysis, we demonstrate that excessive degradation of the ECM results in the emergence of chronic wounds, and the reversal of these chronic wounds is prohibited for lower TIMP production values. These results are replicated within a simplified model obtained via a parameter sensitivity analysis. This model is further extended to more realistic spatial domains where we demonstrate the effectiveness of a therapeutic hydrogel containing TIMPs as a treatment for chronic wounds.
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来源期刊
CiteScore
4.20
自引率
5.00%
发文量
218
审稿时长
51 days
期刊介绍: The Journal of Theoretical Biology is the leading forum for theoretical perspectives that give insight into biological processes. It covers a very wide range of topics and is of interest to biologists in many areas of research, including: • Brain and Neuroscience • Cancer Growth and Treatment • Cell Biology • Developmental Biology • Ecology • Evolution • Immunology, • Infectious and non-infectious Diseases, • Mathematical, Computational, Biophysical and Statistical Modeling • Microbiology, Molecular Biology, and Biochemistry • Networks and Complex Systems • Physiology • Pharmacodynamics • Animal Behavior and Game Theory Acceptable papers are those that bear significant importance on the biology per se being presented, and not on the mathematical analysis. Papers that include some data or experimental material bearing on theory will be considered, including those that contain comparative study, statistical data analysis, mathematical proof, computer simulations, experiments, field observations, or even philosophical arguments, which are all methods to support or reject theoretical ideas. However, there should be a concerted effort to make papers intelligible to biologists in the chosen field.
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