CSL Ltd, Bio21 Institute, Melbourne, Victoria, Australia.
Department of Chemical Engineering, The University of Melbourne, Melbourne, Victoria, Australia.
PLoS Comput Biol. 2024 Nov 4;20(11):e1012552. doi: 10.1371/journal.pcbi.1012552. eCollection 2024 Nov.
The kallikrein-kinin system (KKS) is a complex biochemical pathway that plays a crucial role in regulating several physiological processes, including inflammation, coagulation, and blood pressure. Dysregulation of the KKS has been associated with several pathological conditions such as hereditary angioedema (HAE), hypertension, and stroke. Developing an accurate quantitative model of the KKS may provide a better understanding of its role in health and disease and facilitate the rapid and targeted development of effective therapies for KKS-related disorders.
Here, we present a novel, detailed mechanistic model of the plasma KKS, elucidating the processes of Factor XII (FXII) activation, the kallikrein feedback loop, cleavage of high molecular weight kininogen leading to bradykinin (BK) production, and the impact of inhibitors.
The model incorporates both surface and solution-phase reactions of all proteins in the KKS, describing how binding site concentration affects the rate of surface reactions. The model was calibrated and validated using a variety of published and in-house experimental datasets, which encompass a range of dextran sulphate (DXS) concentrations to initiate contact activation and various KKS inhibitors to block bradykinin production.
Our mathematical model showed that a trace amount of activated FXII is required for subsequent FXII activation. The model also reveals a bell-shaped curve relationship between the activation of the KKS and the number of DXS surface binding sites. Simulations of BK generation in healthy and HAE plasma demonstrated the impact of C1 esterase inhibitor (C1inh) deficiency via increased peak BK levels and accelerated formation in HAE plasma. The efficacy of KKS inhibitors, such as CSL312, ecallantide, and C1inh, was also evaluated, with CSL312 showing the most potent inhibition of BK generation.
The present model represents a valuable framework for studying the intricate interactions within the plasma KKS and provides a better understanding of the mechanism of action of various KKS-targeted therapies.
激肽释放酶-激肽系统(KKS)是一个复杂的生化途径,在调节多种生理过程中起着至关重要的作用,包括炎症、凝血和血压。KKS 的失调与多种病理状况有关,如遗传性血管水肿(HAE)、高血压和中风。开发 KKS 的精确定量模型可能有助于更好地了解其在健康和疾病中的作用,并促进针对 KKS 相关疾病的快速和靶向治疗方法的快速发展。
本研究提出了一个新的、详细的血浆 KKS 机制模型,阐明了 FXII 激活、激肽释放酶反馈环、高分子量激肽原裂解导致缓激肽(BK)产生的过程,以及抑制剂的影响。
该模型纳入了 KKS 中所有蛋白质的表面和溶液相反应,描述了结合位点浓度如何影响表面反应的速率。该模型使用各种已发表和内部实验数据集进行了校准和验证,这些数据集涵盖了引发接触激活的不同葡聚糖硫酸盐(DXS)浓度和各种阻断 BK 产生的 KKS 抑制剂。
我们的数学模型表明,痕量的激活 FXII 就足以引发后续的 FXII 激活。该模型还揭示了 KKS 激活与 DXS 表面结合位点数量之间存在钟形曲线关系。在健康和 HAE 血浆中模拟 BK 的生成,揭示了 C1 酯酶抑制剂(C1inh)缺乏通过增加 BK 峰值水平和加速 HAE 血浆中 BK 的形成所产生的影响。还评估了 KKS 抑制剂(如 CSL312、ecallantide 和 C1inh)的疗效,结果表明 CSL312 对 BK 生成的抑制作用最强。
本研究提出的模型为研究血浆 KKS 内复杂的相互作用提供了一个有价值的框架,并为各种 KKS 靶向治疗的作用机制提供了更好的理解。