Goltsov Alexey, Swat Maciej, Peskov Kirill, Kosinsky Yuri
Biocybernetics Systems and Technologies Division, Russian Technological University (MIREA), 119454 Moscow, Russia.
Simcyp PBPK Modeling and Simulation, Certara, Sheffield S1 2BJ, UK.
Pharmaceuticals (Basel). 2020 Sep 23;13(10):265. doi: 10.3390/ph13100265.
The kinetic model of Prostaglandin H Synthase-1 (PGHS-1) was developed to investigate its complex network kinetics and non-steroidal anti-inflammatory drugs (NSAIDs) efficacy in different in vitro and in vivo conditions. To correctly describe the complex mechanism of PGHS-1 catalysis, we developed a microscopic approach to modelling of intricate network dynamics of 35 intraenzyme reactions among 24 intermediate states of the enzyme. The developed model quantitatively describes interconnection between cyclooxygenase and peroxidase enzyme activities; substrate (arachidonic acid, AA) and reducing cosubstrate competitive consumption; enzyme self-inactivation; autocatalytic role of AA; enzyme activation threshold; and synthesis of intermediate prostaglandin G (PGG) and final prostaglandin H (PGH) products under wide experimental conditions. In the paper, we provide a detailed description of the enzyme catalytic cycle, model calibration based on a series of in vitro kinetic data, and model validation using experimental data on the regulatory properties of PGHS-1. The validated model of PGHS-1 with a unified set of kinetic parameters is applicable for in silico screening and prediction of the inhibition effects of NSAIDs and their combination on the balance of pro-thrombotic (thromboxane) and anti-thrombotic (prostacyclin) prostaglandin biosynthesis in platelets and endothelial cells expressing PGHS-1.
前列腺素H合酶-1(PGHS-1)的动力学模型被开发出来,用于研究其复杂的网络动力学以及非甾体抗炎药(NSAIDs)在不同体外和体内条件下的功效。为了正确描述PGHS-1催化的复杂机制,我们开发了一种微观方法来模拟该酶24种中间状态之间35种酶内反应的复杂网络动力学。所开发的模型定量描述了环氧化酶和过氧化物酶活性之间的相互联系;底物(花生四烯酸,AA)和还原共底物的竞争性消耗;酶的自我失活;AA的自催化作用;酶的激活阈值;以及在广泛实验条件下中间前列腺素G(PGG)和最终前列腺素H(PGH)产物的合成。在本文中,我们详细描述了酶催化循环、基于一系列体外动力学数据的模型校准以及使用关于PGHS-1调节特性的实验数据进行的模型验证。具有统一动力学参数集的经过验证的PGHS-1模型适用于在计算机上筛选和预测NSAIDs及其组合对表达PGHS-1的血小板和内皮细胞中促血栓形成(血栓素)和抗血栓形成(前列环素)前列腺素生物合成平衡的抑制作用。