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首页> 外文期刊>Journal of Theoretical Biology >A mathematical model of the sterol regulatory element binding protein 2 cholesterol biosynthesis pathway
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A mathematical model of the sterol regulatory element binding protein 2 cholesterol biosynthesis pathway

机译:固醇调节元件结合蛋白2胆固醇生物合成途径的数学模型

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摘要

Cholesterol is one of the key constituents for maintaining the cellular membrane and thus the integrity of the cell itself. In contrast high levels of cholesterol in the blood are known to be a major risk factor in the development of cardiovascular disease. We formulate a deterministic nonlinear ordinary differential equation model of the sterol regulatory element binding protein 2 (SREBP-2) cholesterol genetic regulatory pathway in a hepatocyte. The mathematical model includes a description of genetic transcription by SREBP-2 which is subsequently translated to mRNA leading to the formation of 3-hydroxy-3-methylglutaryl coenzyme A reductase (HMGCR), a main regulator of cholesterol synthesis. Cholesterol synthesis subsequently leads to the regulation of SREBP-2 via a negative feedback formulation. Parameterised with data from the literature, the model is used to understand how SREBP-2 transcription and regulation affects cellular cholesterol concentration. Model stability analysis shows that the only positive steady-state of the system exhibits purely oscillatory, damped oscillatory or monotic behaviour under certain parameter conditions. In light of our findings we postulate how cholesterol homeostasis is maintained within the cell and the advantages of our model formulation are discussed with respect to other models of genetic regulation within the literature. (C) 2014 Elsevier Ltd. All rights reserved.
机译:胆固醇是维持细胞膜从而维持细胞本身完整性的关键成分之一。相反,已知血液中高水平的胆固醇是心血管疾病发展的主要危险因素。我们制定了一个确定性非线性常微分方程模型的肝细胞中的固醇调节元素结合蛋白2(SREBP-2)胆固醇遗传调控途径。数学模型包括对SREBP-2基因转录的描述,随后将其翻译为mRNA,导致形成3-羟基-3-甲基戊二酰辅酶A还原酶(HMGCR),这是胆固醇合成的主要调节剂。胆固醇的合成随后通过负反馈制剂导致SREBP-2的调节。根据文献数据进行参数化,该模型用于了解SREBP-2转录和调控如何影响细胞胆固醇浓度。模型稳定性分析表明,在某些参数条件下,系统的唯一正稳态表现为纯振荡,阻尼振荡或单调行为。根据我们的发现,我们推测如何在细胞内维持胆固醇稳态,并且相对于文献中的其他遗传调控模型讨论了我们模型制定的优势。 (C)2014 Elsevier Ltd.保留所有权利。

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