Title :
Glucose-mediated glucose disappearance during the intravenous glucose tolerance test: evaluation of the minimal model of glucose kinetics
Author :
Regitting, N. ; Trajanoski, Z. ; Brunner, G. ; Leis, H.-J. ; Pieber, T. ; Wach, P.
Author_Institution :
Inst. of Biomed. Eng., Graz Univ. of Technol., Austria
fDate :
31 Oct-3 Nov 1996
Abstract :
In order to directly measure glucose-mediated effects on glucose disappearance, intravenous glucose tolerance tests were performed in insulin-dependent diabetic subjects without dynamic insulin response after glucose administration. Two models, the minimal model of unlabeled glucose kinetics and a linear two-compartment model, were identified from glucose data. The performances of those two models were compared on the basis of goodness-of-fit criteria and of practical identifiability. The results suggest the inadequacy of the the minimal model to describe glucose-mediated glucose disappearance after glucose administration. The considered two-compartment model seems to be sufficiently complex to account for the observed glucose-mediated glucose dynamics
Keywords :
biomedical measurement; blood; organic compounds; physiological models; glucose kinetics minimal model; glucose-mediated glucose disappearance; goodness-of-fit criteria; insulin-dependent diabetic subjects; intravenous glucose tolerance test; linear two-compartment model; practical identifiability; two-compartment model; unlabeled glucose kinetics; Biomedical measurements; Blood; Diabetes; Fluids and secretions; Insulin; Kinetic theory; Plasmas; Sugar; Testing; Veins;
Conference_Titel :
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location :
Amsterdam
Print_ISBN :
0-7803-3811-1
DOI :
10.1109/IEMBS.1996.646273