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An Integrated Mathematical Model of Cellular Cholesterol Biosynthesis and Lipoprotein Metabolism

机译:细胞胆固醇生物合成和脂蛋白代谢的综合数学模型

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摘要

Cholesterol regulation is an important aspect of human health. In this work we bring together and extend two recent mathematical models describing cholesterol biosynthesis and lipoprotein endocytosis to create an integrated model of lipoprotein metabolism in the context of a single hepatocyte. The integrated model includes a description of low density lipoprotein (LDL) receptor and cholesterol synthesis, delipidation of very low density lipoproteins (VLDLs) to LDLs and subsequent lipoprotein endocytosis. Model analysis shows that cholesterol biosynthesis produces the majority of intracellular cholesterol. The availability of free receptors does not greatly effect the concentration of intracellular cholesterol, but has a detrimental effect on extracellular VLDL and LDL levels. We test our model by considering its ability to reproduce the known biology of Familial Hypercholesterolaemia and statin therapy. In each case the model reproduces the known biological behaviour. Quantitative differences in response to statin therapy are discussed in the context of the need to extend the work to a more in vivo setting via the incorporation of more dietary lipoprotein related processes and the need for further testing and parameterisation of in silico models of lipoprotein metabolism.
机译:胆固醇调节是人类健康的重要方面。在这项工作中,我们汇集并扩展了两个描述胆固醇生物合成和脂蛋白内吞作用的最新数学模型,以在单个肝细胞的背景下创建脂蛋白代谢的整合模型。集成模型包括对低密度脂蛋白(LDL)受体和胆固醇合成的描述,极低密度脂蛋白(VLDLs)脱脂成LDL以及随后的脂蛋白内吞作用。模型分析表明,胆固醇的生物合成产生了大部分细胞内胆固醇。游离受体的可用性不会大大影响细胞内胆固醇的浓度,但会对细胞外VLDL和LDL水平产生不利影响。我们考虑到模型能够再现家族性高胆固醇血症和他汀类药物治疗的已知生物学特性,从而测试了我们的模型。在每种情况下,模型均会复制已知的生物学行为。在通过整合更多与饮食相关的脂蛋白相关过程以及将脂蛋白代谢的计算机模型进一步测试和参数化的需要,将工作扩展到更体内的背景下,讨论了他汀类药物治疗反应的定量差异。

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