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1 Cardiology Branch, National Heart, Lung, and Blood Institute, and 2 Mathematical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland 20892
We develop a
mathematical model that explicitly represents many of the known
signaling components mediating translocation of the insulin-responsive
glucose transporter GLUT4 to gain insight into the complexities of
metabolic insulin signaling pathways. A novel mechanistic model of
postreceptor events including phosphorylation of insulin receptor
substrate-1, activation of phosphatidylinositol 3-kinase, and
subsequent activation of downstream kinases Akt and protein kinase
C-
is coupled with previously validated subsystem models of insulin
receptor binding, receptor recycling, and GLUT4 translocation. A system
of differential equations is defined by the structure of the model.
Rate constants and model parameters are constrained by published
experimental data. Model simulations of insulin dose-response
experiments agree with published experimental data and also generate
expected qualitative behaviors such as sequential signal amplification
and increased sensitivity of downstream components. We examined the
consequences of incorporating feedback pathways as well as representing
pathological conditions, such as increased levels of protein tyrosine
phosphatases, to illustrate the utility of our model for exploring
molecular mechanisms. We conclude that mathematical modeling of signal
transduction pathways is a useful approach for gaining insight into the
complexities of metabolic insulin signaling.
signal transduction; metabolism; insulin resistance; GLUT4
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