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健康大鼠葡萄糖-胰岛素动态平衡的数学模型。

Mathematical model of glucose-insulin homeostasis in healthy rats.

机构信息

Bone Biology Laboratory-School of Medicine, Rosario National University, Santa Fe 3100, Rosario, Santa Fe, Argentina.

出版信息

Math Biosci. 2013 Oct;245(2):269-77. doi: 10.1016/j.mbs.2013.07.017. Epub 2013 Aug 2.

Abstract

According to the World Health Organization there are over 220 million people in the world with diabetes and 3.4 million people died in 2004 as a consequence of this pathology. Development of an artificial pancreas would allow to restore control of blood glucose by coupling an infusion pump to a continuous glucose sensor in the blood. The design of such a device requires the development and application of mathematical models which represent the gluco-regulatory system. Models developed by other research groups describe very well the gluco-regulatory system but have a large number of mathematical equations and require complex methodologies for the estimation of its parameters. In this work we propose a mathematical model to study the homeostasis of glucose and insulin in healthy rats. The proposed model consists of three differential equations and 8 parameters that describe the variation of: blood glucose concentration, blood insulin concentration and amount of glucose in the intestine. All parameters were obtained by setting functions to the values of glucose and insulin in blood obtained after oral glucose administration. In vivo and in silico validations were performed. Additionally, a qualitative analysis has been done to verify the aforementioned model. We have shown that this model has a single, biologically consistent equilibrium point. This model is a first step in the development of a mathematical model for the type I diabetic rat.

摘要

据世界卫生组织统计,全球有超过 2.2 亿人患有糖尿病,2004 年有 340 万人因此种疾病死亡。人工胰腺的开发将允许通过将输注泵与血液中的连续葡萄糖传感器耦合来恢复血糖控制。这种设备的设计需要开发和应用代表葡萄糖调节系统的数学模型。其他研究小组开发的模型很好地描述了葡萄糖调节系统,但具有大量的数学方程,并需要复杂的方法来估计其参数。在这项工作中,我们提出了一个数学模型来研究健康大鼠的葡萄糖和胰岛素的动态平衡。所提出的模型由三个微分方程和 8 个参数组成,这些参数描述了:血糖浓度、血液胰岛素浓度和肠道中葡萄糖的量的变化。所有参数都是通过将口服葡萄糖给药后获得的血液中葡萄糖和胰岛素的值设置为函数来获得的。进行了体内和计算机模拟验证。此外,还进行了定性分析以验证上述模型。我们已经表明,该模型具有一个单一的、生物学上一致的平衡点。该模型是开发 I 型糖尿病大鼠数学模型的第一步。

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