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The Role of Inflammation Resolution Speed in Airway Smooth Muscle Mass Accumulation in Asthma: Insight from a Theoretical Model

机译:炎症消退速度在哮喘气道平滑肌质量累积中的作用:理论模型的启示

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摘要

Despite a large amount of in vitro data, the dynamics of airway smooth muscle (ASM) mass increase in the airways of patients with asthma is not well understood. Here, we present a novel mathematical model that describes qualitatively the growth dynamics of ASM cells over short and long terms in the normal and inflammatory environments typically observed in asthma. The degree of ASM accumulation can be explained by an increase in the rate at which ASM cells switch between non-proliferative and proliferative states, driven by episodic inflammatory events. Our model explores the idea that remodelling due to ASM hyperplasia increases with the frequency and magnitude of these inflammatory events, relative to certain sensitivity thresholds. It highlights the importance of inflammation resolution speed by showing that when resolution is slow, even a series of small exacerbation events can result in significant remodelling, which persists after the inflammatory episodes. In addition, we demonstrate how the uncertainty in long-term outcome may be quantified and used to design an optimal low-risk individual anti-proliferative treatment strategy. The model shows that the rate of clearance of ASM proliferation and recruitment factors after an acute inflammatory event is a potentially important, and hitherto unrecognised, target for anti-remodelling therapy in asthma. It also suggests new ways of quantifying inflammation severity that could improve prediction of the extent of ASM accumulation. This ASM growth model should prove useful for designing new experiments or as a building block of more detailed multi-cellular tissue-level models.
机译:尽管有大量的体外数据,哮喘患者气道中气道平滑肌(ASM)质量的动态变化仍未得到很好的了解。在这里,我们提出了一个新颖的数学模型,定性描述了ASM细胞在正常和炎症环境(通常在哮喘中)中短期和长期内的生长动态。 ASM累积的程度可以通过由偶发性炎症事件驱动的ASM细胞在非增殖状态和增殖状态之间切换的速率增加来解释。我们的模型探索了这样一个想法,即相对于某些敏感性阈值,由于ASM增生引起的重塑会随着这些炎症事件的频率和大小而增加。它显示了炎症缓解速度的重要性,表明当炎症缓解缓慢时,即使是一系列小的急性加重事件也会导致明显的重塑,并在炎症发作后持续存在。此外,我们证明了如何量化长期结果的不确定性,并将其用于设计最佳的低风险个体抗增殖治疗策略。该模型显示,急性炎症事件后清除ASM增殖和募集因子的速率可能是哮喘抗重塑治疗的潜在重要且迄今尚未被认识的目标。它还提出了量化炎症严重程度的新方法,可以改善对ASM积累程度的预测。这种ASM生长模型应证明对设计新实验或作为更详细的多细胞组织水平模型的基础非常有用。

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