A model of glucose kinetics and their control by insulin,compartmental and noncompartmental approaches |
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Authors: | Claudio Cobelli Gianna Toffolo Eleuterio Ferrannini |
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Institution: | Department of Electrical Engineering, University of Padova, Italy;CNR Institute of Dynamical Systems and Bioengineering, Padova, Italy;2nd Medical Clinic, University of Pisa, Italy;CNR Institute of Clinical Physiology, Pisa, Italy |
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Abstract: | Compartmental and noncompartmental models are used to quantify, from multiple steady-state tracer experiments, glucose kinetics and the effect of insulin upon them. Some aspects of experiment design are discussed. A physiological three-compartment model of glucose kinetics is proposed which provides a new quantitative picture of insulin control of glucose metabolism. Noncompartmental modeling is shown to have structural errors which prevent physiological insight. Compartmental models make a better use of the informational content of kinetic data, even if more demanding both in terms of modeling and computational effort and in terms of physiological thinking. |
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