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通用的基于生理的葡萄糖-胰岛素-胰高血糖素调节系统整体模型

A Generic Integrated Physiologically based Whole-body Model of the Glucose-Insulin-Glucagon Regulatory System.

机构信息

1] Bayer Technology Services GmbH, Computational Systems Biology, Leverkusen, Germany [2] Aachen Institute for Advanced Study in Computational Engineering Sciences, RWTH Aachen, Aachen, Germany.

出版信息

CPT Pharmacometrics Syst Pharmacol. 2013 Aug 14;2(8):e65. doi: 10.1038/psp.2013.40.

Abstract

Models of glucose metabolism are a valuable tool for fundamental and applied medical research in diabetes. Use cases range from pharmaceutical target selection to automatic blood glucose control. Standard compartmental models represent little biological detail, which hampers the integration of multiscale data and confines predictive capabilities. We developed a detailed, generic physiologically based whole-body model of the glucose-insulin-glucagon regulatory system, reflecting detailed physiological properties of healthy populations and type 1 diabetes individuals expressed in the respective parameterizations. The model features a detailed representation of absorption models for oral glucose, subcutaneous insulin and glucagon, and an insulin receptor model relating pharmacokinetic properties to pharmacodynamic effects. Model development and validation is based on literature data. The quality of predictions is high and captures relevant observed inter- and intra-individual variability. In the generic form, the model can be applied to the development and validation of novel diabetes treatment strategies.CPT: Pharmacometrics & Systems Pharmacology (2013) 2, e65; doi:10.1038/psp.2013.40; published online 14 August 2013.

摘要

葡萄糖代谢模型是糖尿病基础和应用医学研究的一种有价值的工具。其应用范围从药物靶点选择到自动血糖控制。标准房室模型代表的生物学细节较少,这阻碍了多尺度数据的整合,并限制了预测能力。我们开发了一种详细的、通用的基于生理学的葡萄糖-胰岛素-胰高血糖素调节系统整体模型,反映了健康人群和 1 型糖尿病个体的详细生理特性,这些特性体现在各自的参数化中。该模型具有详细的口服葡萄糖、皮下胰岛素和胰高血糖素吸收模型以及将药代动力学特性与药效学效应相关联的胰岛素受体模型。模型的开发和验证基于文献数据。预测的质量很高,可以捕捉到相关的个体内和个体间的可变性。在通用形式中,该模型可应用于新型糖尿病治疗策略的开发和验证。CPT: 药物代谢动力学与系统药理学(2013 年)2 期,e65;doi:10.1038/psp.2013.40;在线发表于 2013 年 8 月 14 日。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e35d/3828004/e8d22c206e8e/psp201340f1.jpg

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