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MP Modelling of Glucose-Insulin Interactions in the Intravenous Glucose Tolerance Test

Vincenzo Manca, Luca Marchetti, Roberto Pagliarini

Source Title: International Journal of Natural Computing Research (IJNCR)2(3)

ISSN: 1947-928X|EISSN: 1947-9298|EISBN13: 9781613508619|DOI: 10.4018/jncr.2011070102

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MLA

Manca, Vincenzo, et al. "MP Modelling of Glucose-Insulin Interactions in the Intravenous Glucose Tolerance Test." IJNCR vol.2, no.3 2011: pp.13-24. http://doi.org/10.4018/jncr.2011070102

APA

Manca, V., Marchetti, L., & Pagliarini, R. (2011). MP Modelling of Glucose-Insulin Interactions in the Intravenous Glucose Tolerance Test. International Journal of Natural Computing Research (IJNCR), 2(3), 13-24. http://doi.org/10.4018/jncr.2011070102

Chicago

Manca, Vincenzo, Luca Marchetti, and Roberto Pagliarini. "MP Modelling of Glucose-Insulin Interactions in the Intravenous Glucose Tolerance Test," International Journal of Natural Computing Research (IJNCR) 2, no.3: 13-24. http://doi.org/10.4018/jncr.2011070102

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Abstract

The Intravenous Glucose Tolerance Test is an experimental procedure used to study the glucose-insulin endocrine regulatory system. An open problem is to construct a model representing simultaneously the entire regulative mechanism. In the past three decades, several models have appeared, but they have not escaped criticisms and drawbacks. In this paper, the authors apply the Metabolic P systems theory for developing new physiologically based models of the glucose-insulin system, which can be applied to the IVGTT. Ten data-sets obtained from literature were considered and an MP model was found for each, which fits the data and explains the regulations of the dynamics. Finally, each model is analysed to define a common pattern which explains, in general, the action of the glucose-insulin control system.

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MP Modelling of Glucose-Insulin Interactions in the Intravenous Glucose Tolerance Test

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