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胰岛素动力学的数学模型。III. 模型的敏感性分析。

A mathematical model for insulin kinetics. III. Sensitivity analysis of the model.

作者信息

Geevan C P, Subba Rao J, Subba Rao G, Bajaj J S

机构信息

School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, India.

出版信息

J Theor Biol. 1990 Nov 21;147(2):255-63. doi: 10.1016/s0022-5193(05)80055-4.

Abstract

A non-linear mathematical model involving four variables and several constants incorporating beta-cell kinetics, a glucose-insulin feedback system and a gastrointestinal absorption term had been applied in earlier papers to various forms of diabetes mellitus. In this paper, we examine the response of the system to variations in the parameters and to initial conditions using sensitivity analysis. It is found that such a method leads to results that are consistent with clinical findings. Further, it is suggested that such an analysis could help in making some predictions regarding future directions in the therapy of diabetes mellitus.

摘要

一个涉及四个变量和几个常数的非线性数学模型,包含β细胞动力学、葡萄糖-胰岛素反馈系统和胃肠道吸收项,已在早期论文中应用于各种形式的糖尿病。在本文中,我们使用敏感性分析研究了该系统对参数变化和初始条件的响应。发现这种方法得出的结果与临床发现一致。此外,有人认为这种分析有助于对糖尿病治疗的未来方向做出一些预测。

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