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Content Provider | IEEE Xplore Digital Library |
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Author | De Gaetano, A. Gaz, C. Gori Giorgi, C. Palumbo, P. |
Copyright Year | 2013 |
Description | Author affiliation: Dept. of Comput., Control, & Manage. Eng. (DIAG), Sapienza Univ. di Roma, Rome, Italy (Gori Giorgi, C.) || Ist. di Anal. dei Sist. ed Inf. "A. Ruberti", Rome, Italy (De Gaetano, A.; Gaz, C.; Palumbo, P.) |
Abstract | Glucose-induced pancreatic insulin release is the fundamental mechanism responsible for glucose homeostasis, its failure determining the clinical picture of Diabetes Mellitus. The details of the feedback loop controlling glycemia through insulin secretion have been an important subject of investigation and modeling for decades. In this note, a recently published population model is considered, whose purpose is to replicate in silico different observed phenomena such as low frequency glycemia-insulinemia oscillations, as well as concordant induction of high-frequency insulin oscillations. The basic idea underlying this model is that the pancreas behaves like a population of independent controllers (each consisting of a fundamental secreting unit, a pancreatic islet), all reacting to the same glucose stimulus, but with varying performance characteristics. This idea has been supported by a relatively wide range of simulations, aiming to replicate most important in vivo experiments concerning pancreatic insulin release. It will be shown in this note that the same mathematical structure can also replicate a set of in vitro experiments, provided that the model context is adapted to the structure of the different experiments to be simulated. More in details, the model will be shown to reproduce the double phase of insulin release during a prolonged glucose stimulus: a first phase of impulsive insulin release, immediately upon glucose administration, and a second phase of more gradual release, dependent on the potentiation effect of the secretory units. |
Sponsorship | IEEE Control Syst. Soc. |
Starting Page | 3355 |
Ending Page | 3360 |
File Size | 271006 |
Page Count | 6 |
File Format | |
ISBN | 9781467357142 |
ISSN | 07431546 |
e-ISBN | 9781467357173 |
DOI | 10.1109/CDC.2013.6760396 |
Language | English |
Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Publisher Date | 2013-12-10 |
Publisher Place | Italy |
Access Restriction | Subscribed |
Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
Subject Keyword | Insulin Sugar Sociology Statistics Mathematical model Pancreas Plasmas |
Content Type | Text |
Resource Type | Article |
Subject | Control and Optimization Control and Systems Engineering Modeling and Simulation |
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