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胰岛素治疗的数学建模与定性分析

Mathematical modeling and qualitative analysis of insulin therapies.

作者信息

Wang Haiyan, Li Jiaxu, Kuang Yang

机构信息

Department of Mathematical Sciences and Applied Computing, Arizona State University, Phoenix, AZ 85069-7100, USA.

出版信息

Math Biosci. 2007 Nov;210(1):17-33. doi: 10.1016/j.mbs.2007.05.008. Epub 2007 May 29.

DOI:10.1016/j.mbs.2007.05.008
PMID:17610909
Abstract

Several insulin therapies are widely in clinical use with the basic strategy that mimics insulin secretion in a normal glucose-insulin endocrine metabolic regulatory system. In this paper, we model the insulin therapies using a delay differential equation model. We study the dynamics of the model both qualitatively and quantitatively. The analytical results show the existence and uniqueness of a stable periodic solution that corresponds to ultradian insulin secretion oscillations. Numerically we simulate the insulin administration based on our model. The numerical simulation results are in agreement with findings of clinical studies.

摘要

几种胰岛素疗法在临床上广泛使用,其基本策略是模拟正常葡萄糖 - 胰岛素内分泌代谢调节系统中的胰岛素分泌。在本文中,我们使用延迟微分方程模型对胰岛素疗法进行建模。我们对该模型的动力学进行了定性和定量研究。分析结果表明存在一个稳定的周期解,它对应于超日胰岛素分泌振荡,并且该解是唯一的。我们基于我们的模型对胰岛素给药进行了数值模拟。数值模拟结果与临床研究结果一致。

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Mathematical modeling and qualitative analysis of insulin therapies.胰岛素治疗的数学建模与定性分析
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Modeling the glucose-insulin regulatory system and ultradian insulin secretory oscillations with two explicit time delays.用两个显式时间延迟对葡萄糖-胰岛素调节系统和超日胰岛素分泌振荡进行建模。
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Learning Carbohydrate Digestion and Insulin Absorption Curves Using Blood Glucose Level Prediction and Deep Learning Models.使用血糖水平预测和深度学习模型学习碳水化合物消化和胰岛素吸收曲线。
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Predictive Control of the Blood Glucose Level in Type I Diabetic Patient Using Delay Differential Equation Wang Model.
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Simulation and qualitative analysis of glucose variability, mean glucose, and hypoglycemia after subcutaneous insulin therapy for stress hyperglycemia.应激性高血糖皮下胰岛素治疗后血糖变异性、平均血糖及低血糖的模拟与定性分析
Theor Biol Med Model. 2016 Jan 27;13:3. doi: 10.1186/s12976-016-0029-2.
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Comparison of Subcutaneous Regular Insulin and Lispro Insulin in Diabetics Receiving Continuous Nutrition: A Numerical Study.接受持续营养支持的糖尿病患者中皮下注射常规胰岛素与赖脯胰岛素的比较:一项数值研究。
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Enhanced modelling of the glucose–insulin system and its applications in insulin therapies.葡萄糖-胰岛素系统的增强建模及其在胰岛素治疗中的应用。
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