TY - JOUR
T1 - A circulatory model for calculating non-steady-state glucose fluxes. Validation and comparison with compartmental models
AU - Mari, Andrea
AU - Stojanovska, L.
AU - Proietto, J.
AU - Thorburn, A. W.
N1 - Funding Information:
This study was supported in part by a grant from the Italian National Research Council.
PY - 2003/7
Y1 - 2003/7
N2 - This study presents a circulatory model of glucose kinetics for application to non-steady-state conditions, examines its ability to predict glucose appearance rates from a simulated oral glucose load, and compares its performance with compartmental models. A glucose tracer bolus was injected intravenously in rats to determine parameters of the circulatory and two-compartment models. A simulated oral glucose tolerance test was performed in another group of rats by infusing intravenously labeled glucose at variable rates. A primed continuous intravenous infusion of a second tracer was given to determine glucose clearance. The circulatory model gave the best estimate of glucose appearance, closely followed by the two-compartment model and a modified Steele one-compartment model with a larger total glucose volume. The standard one-compartment model provided the worst estimate. The average relative errors on the rate of glucose appearance were: circulatory, 10%; two-compartment, 13%; modified one-compartment, 11%; standard one-compartment, 16%. Recovery of the infused glucose dose was 93±2, 94±2, 92±2 and 85±2%, respectively. These results show that the circulatory model is an appropriate model for assessing glucose turnover during an oral glucose load.
AB - This study presents a circulatory model of glucose kinetics for application to non-steady-state conditions, examines its ability to predict glucose appearance rates from a simulated oral glucose load, and compares its performance with compartmental models. A glucose tracer bolus was injected intravenously in rats to determine parameters of the circulatory and two-compartment models. A simulated oral glucose tolerance test was performed in another group of rats by infusing intravenously labeled glucose at variable rates. A primed continuous intravenous infusion of a second tracer was given to determine glucose clearance. The circulatory model gave the best estimate of glucose appearance, closely followed by the two-compartment model and a modified Steele one-compartment model with a larger total glucose volume. The standard one-compartment model provided the worst estimate. The average relative errors on the rate of glucose appearance were: circulatory, 10%; two-compartment, 13%; modified one-compartment, 11%; standard one-compartment, 16%. Recovery of the infused glucose dose was 93±2, 94±2, 92±2 and 85±2%, respectively. These results show that the circulatory model is an appropriate model for assessing glucose turnover during an oral glucose load.
KW - Glucose kinetics
KW - Mathematical models
KW - Oral glucose test
KW - Tracer method
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U2 - 10.1016/S0169-2607(02)00097-4
DO - 10.1016/S0169-2607(02)00097-4
M3 - Article
C2 - 12799059
AN - SCOPUS:0037866804
SN - 0169-2607
VL - 71
SP - 269
EP - 281
JO - Computer Methods and Programs in Biomedicine
JF - Computer Methods and Programs in Biomedicine
IS - 3
ER -