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哮喘气道中 TGF-β 激活的动力学模型。

A dynamical model of TGF-β activation in asthmatic airways.

机构信息

Department of Bioengineering, Imperial College London, South Kensington Campus, London, SW7 2AZ, UK.

School of Mathematical Sciences, University of Nottingham, University Park, Nottingham, NG7 2RD, UK.

出版信息

Math Med Biol. 2023 Sep 15;40(3):238-265. doi: 10.1093/imammb/dqad004.

Abstract

Excessive activation of the regulatory cytokine transforming growth factor $\beta $ (TGF-$\beta $) via contraction of airway smooth muscle (ASM) is associated with the development of asthma. In this study, we develop an ordinary differential equation model that describes the change in density of the key airway wall constituents, ASM and extracellular matrix (ECM), and their interplay with subcellular signalling pathways leading to the activation of TGF-$\beta $. We identify bistable parameter regimes where there are two positive steady states, corresponding to either reduced or elevated TGF-$\beta $ concentration, with the latter leading additionally to increased ASM and ECM density. We associate the former with a healthy homeostatic state and the latter with a diseased (asthmatic) state. We demonstrate that external stimuli, inducing TGF-$\beta $ activation via ASM contraction (mimicking an asthmatic exacerbation), can perturb the system irreversibly from the healthy state to the diseased one. We show that the properties of the stimuli, such as their frequency or strength, and the clearance of surplus active TGF-$\beta $, are important in determining the long-term dynamics and the development of disease. Finally, we demonstrate the utility of this model in investigating temporal responses to bronchial thermoplasty, a therapeutic intervention in which ASM is ablated by applying thermal energy to the airway wall. The model predicts the parameter-dependent threshold damage required to obtain irreversible reduction in ASM content, suggesting that certain asthma phenotypes are more likely to benefit from this intervention.

摘要

过度激活调节细胞因子转化生长因子β(TGF-β)(通过气道平滑肌(ASM)收缩)与哮喘的发展有关。在这项研究中,我们开发了一个常微分方程模型,该模型描述了关键气道壁成分(ASM 和细胞外基质(ECM))密度的变化,以及它们与导致 TGF-β激活的亚细胞信号通路之间的相互作用。我们确定了双稳态参数区域,其中有两个正稳态,分别对应于 TGF-β浓度降低或升高,后者还会导致 ASM 和 ECM 密度增加。我们将前者与健康的稳态相关联,将后者与疾病(哮喘)状态相关联。我们证明,外部刺激通过 ASM 收缩(模拟哮喘加重)诱导 TGF-β激活,会使系统不可逆地从健康状态转变为疾病状态。我们表明,刺激的特性,如频率或强度,以及多余活性 TGF-β的清除,对于确定长期动力学和疾病的发展是重要的。最后,我们展示了该模型在研究支气管热成形术的时间响应方面的实用性,支气管热成形术是一种通过向气道壁施加热能来消融 ASM 的治疗干预。该模型预测了获得不可逆减少 ASM 含量所需的依赖于参数的阈值损伤,这表明某些哮喘表型更有可能受益于这种干预。

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