Title :
Glucose kinetics during a meal: one vs two compartment minimal model
Author :
Man, C. Dalla ; Toffolo, G. ; Cobelli, C.
Author_Institution :
Dept. of Electron. & Informatics, Padova Univ., Italy
Abstract :
During IVGTT the two compartment model performs better than the single compartment one. Here the aim is to test 1 vs 2 compartment model during a more gentle perturbation such an oral test. 1 and 2 compartment minimal model, both unlabeled and labeled, were identified with glucose rate of appearance, i.e. the input of the model, assumed known from a model-independent method. For unlabeled data both models perform similarly while for labeled data the 2 compartment model is better. Among model-based metabolic indices differences were noted in the inhibition of endogenous glucose production due to glucose itself predicted by one and two compartment models.
Keywords :
biochemistry; organic compounds; parameter estimation; physiological models; 1-compartment minimal model; 2-compartment minimal model; endogenous glucose production inhibition; glucose kinetics during a meal; model input; model-based metabolic indices; model-independent method; oral test; unlabeled data; Gastrointestinal tract; Hidden Markov models; Insulin; Kinetic theory; Liver; Plasmas; Predictive models; Production; Sugar; Testing;
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
Print_ISBN :
0-7803-7612-9
DOI :
10.1109/IEMBS.2002.1053251