Title :
Multiscale Modeling of Insulin Secretion
Author :
Pedersen, Morten Gram ; Man, Chiara Dalla ; Cobelli, C.
Author_Institution :
Dept. of Clinical Sci. Malmo, Lund Univ., Malmo, Sweden
Abstract :
Insulin secretion from pancreatic beta cells is a fundamental physiological process, and its impairment plays a pivotal role in the development of diabetes. Mathematical modeling of insulin secretion has a long history, both on the level of the entire body and on the cellular and subcellular scale. However, little direct communication between these disparate scales has been included in mathematical models so far. Recently, we have proposed a minimal model for the incretin effect by which the gut hormone glucagon-like peptide 1 (GLP-1) enhances insulin secretion. To understand how this model couples to cellular events, we use a previously published mechanistic model of insulin secretion, and show mathematically that induction of glucose competence in beta cells by GLP-1 can underlie derivative control by GLP-1.
Keywords :
biochemistry; cellular biophysics; organic compounds; physiological models; GLP-1; cellular events; diabetes; glucagon like peptide 1; glucose competence; incretin effect; insulin secretion mechanistic model; insulin secretion multiscale modeling; mathematical modeling; minimal model; pancreatic beta cells; physiological process; Biological system modeling; Data models; Diabetes; Humans; Insulin; Mathematical model; Sugar; Derivative control; glucagon-like peptide 1 (GLP-1); incretins; insulin granules; threshold distribution; Algorithms; Humans; Insulin; Insulin-Secreting Cells; Models, Biological;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2011.2164918