Bhattacharya Bonhi S, Sweby Peter K, Minihane Anne-Marie, Jackson Kim G, Tindall Marcus J
Department of Mathematics and Statistics, University of Reading, Whiteknights, Reading RG6 6AX, UK.
Department of Nutrition, Norwich Medical School, University of East Anglia, Norwich NR4 7TJ, UK.
J Theor Biol. 2014 May 21;349(100):150-62. doi: 10.1016/j.jtbi.2014.01.013. Epub 2014 Jan 18.
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.
胆固醇是维持细胞膜乃至细胞自身完整性的关键成分之一。相比之下,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。我们构建了一个肝细胞中固醇调节元件结合蛋白2(SREBP - 2)胆固醇遗传调控途径的确定性非线性常微分方程模型。该数学模型包括对SREBP - 2基因转录的描述,其随后被翻译成信使核糖核酸(mRNA),进而导致3 - 羟基 - 3 - 甲基戊二酰辅酶A还原酶(HMGCR)的形成,HMGCR是胆固醇合成的主要调节因子。胆固醇合成随后通过负反馈机制对SREBP - 2进行调节。利用文献数据进行参数化后,该模型用于理解SREBP - 2转录和调节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,系统唯一的正稳态呈现出纯振荡、阻尼振荡或单调行为。根据我们的研究结果,我们推测了细胞内胆固醇稳态是如何维持的,并相对于文献中的其他遗传调控模型讨论了我们模型构建的优点。