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A mathematical model of the mevalonate cholesterol biosynthesis pathway

机译:甲戊类胆固醇生物合成途径的数学模型

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摘要

We formulate, parameterise and analyse a mathematical model of the mevalonate pathway, a key pathway in the synthesis of cholesterol. Of high clinical importance, the pathway incorporates rate limiting enzymatic reactions with multiple negative feedbacks. In this work we investigate the pathway dynamics and demonstrate that rate limiting steps and negative feedbacks within it act in concert to tightly regulate intracellular cholesterol levels. Formulated using the theory of nonlinear ordinary differential equations and parameterised in the context of a hepatocyte, the governing equations are analysed numerically and analytically. Sensitivity and mathematical analysis demonstrate the importance of the two rate limiting enzymes 3-hydroxy-3-methylglutaryl-CoA reductase and squalene synthase in controlling the concentration of substrates within the pathway as well as that of cholesterol. The role of individual feedbacks, both global (between that of cholesterol and sterol regulatory element-binding protein 2; SREBP-2) and local internal (between substrates in the pathway) are investigated. We find that whilst the cholesterol SREBP-2 feedback regulates the overall system dynamics, local feedbacks activate within the pathway to tightly regulate the overall cellular cholesterol concentration. The network stability is analysed by constructing a reduced model of the full pathway and is shown to exhibit one real, stable steady-state. We close by addressing the biological question as to how farnesyl-PP levels are affected by CYP51 inhibition, and demonstrate that the regulatory mechanisms within the network work in unison to ensure they remain bounded. (C) 2018 Elsevier Ltd. All rights reserved.
机译:我们制定,参数化和分析甲戊二醇盐途径的数学模型,是胆固醇合成中的关键途径。高临床重要性,该途径掺入了具有多个负反馈的酶促反应的速率。在这项工作中,我们研究了途径动态,并证明其在其内的速率限制步骤和负反馈在音乐会上行动,以便严格调节细胞内胆固醇水平。使用非线性常微分方程理论和在肝细胞的背景下参数配制,在数值和分析地分析控制方程。敏感性和数学分析证明了两个速率限制酶3-羟基-3-甲基戊族-CoA还原酶和Squalene合酶在控制途径内的底物以及胆固醇的浓度中的重要性。研究了个体反馈的作用,全局(胆固醇和甾醇调节元素结合蛋白2; srebp-2)和局部内部(在途径中的底物之间)。我们发现,虽然胆固醇Srebp-2反馈调节整体系统动态,但局部反馈在路径内激活,以便严格调节整体细胞胆固醇浓度。通过构建完整途径的减少模型来分析网络稳定性,并显示出一个真实,稳定的稳态。我们通过解决法律问题的生物问题,即法律 - PP水平如何受CYP51抑制的影响,并证明网络内的监管机制协定工作,以确保它们保持有限。 (c)2018年elestvier有限公司保留所有权利。

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