Silber2007_IntravenousGlucose_IntegratedGlucoseInsulinModel
This a model from the article:
An integrated model for glucose and insulin regulation in healthy volunteers and type 2 diabetic patients following intravenous glucose provocations.
Silber HE, Jauslin PM, Frey N, Gieschke R, Simonsson US, Karlsson MO. J Clin Pharmacol.
2007 Sep;47(9):1159-71. 17766701
,
Abstract:
An integrated model for the regulation of glucose and insulin concentrations following intravenous glucose provocations in healthy volunteers and type 2 diabetic patients was developed. Data from 72 individuals were included. Total glucose, labeled glucose, and insulin concentrations were determined. Simultaneous analysis of all data by nonlinear mixed effect modeling was performed in NONMEM. Integrated models for glucose, labeled glucose, and insulin were developed. Control mechanisms for regulation of glucose production, insulin secretion, and glucose uptake were incorporated. Physiologically relevant differences between healthy volunteers and patients were identified in the regulation of glucose production, elimination rate of glucose, and secretion of insulin. The model was able to describe the insulin and glucose profiles well and also showed a good ability to simulate data. The features of the present model are likely to be of interest for analysis of data collected in antidiabetic drug development and for optimization of study design.
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An integrated model for glucose and insulin regulation in healthy volunteers and type 2 diabetic patients following intravenous glucose provocations.
- Silber HE, Jauslin PM, Frey N, Gieschke R, Simonsson US, Karlsson MO
- Journal of clinical pharmacology , 9/ 2007 , Volume 47 , Issue 9 , pages: 1159-1171 , PubMed ID: 17766701
- Division of Pharmacokinetics and Drug Therapy, Department of Pharmaceutical Biosciences, University of Uppsala, Sweden.
- An integrated model for the regulation of glucose and insulin concentrations following intravenous glucose provocations in healthy volunteers and type 2 diabetic patients was developed. Data from 72 individuals were included. Total glucose, labeled glucose, and insulin concentrations were determined. Simultaneous analysis of all data by nonlinear mixed effect modeling was performed in NONMEM. Integrated models for glucose, labeled glucose, and insulin were developed. Control mechanisms for regulation of glucose production, insulin secretion, and glucose uptake were incorporated. Physiologically relevant differences between healthy volunteers and patients were identified in the regulation of glucose production, elimination rate of glucose, and secretion of insulin. The model was able to describe the insulin and glucose profiles well and also showed a good ability to simulate data. The features of the present model are likely to be of interest for analysis of data collected in antidiabetic drug development and for optimization of study design.
Submitter of this revision: administrator
Modellers: administrator, Ishan Ajmera
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- Model originally submitted by : Ishan Ajmera
- Submitted: Dec 11, 2011 9:08:40 PM
- Last Modified: May 17, 2018 6:03:40 PM
Revisions
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Version: 3
- Submitted on: May 17, 2018 6:03:40 PM
- Submitted by: administrator
- With comment: Fixed GE2 ODE and GPROD,0 equation. Added the hot glucose model ODEs. Added some annotations.
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Version: 2
- Submitted on: Dec 20, 2011 4:14:24 PM
- Submitted by: Ishan Ajmera
- With comment: Current version of Silber2007_IntravenousGlucose_IntegratedGlucoseInsulinModel
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Version: 1
- Submitted on: Dec 11, 2011 9:08:40 PM
- Submitted by: Ishan Ajmera
- With comment: Original import of Silber2007_IntravenousGlucose_IntegratedGlucoseInsulinModel
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