TY - JOUR
T1 - Mathematical Beta Cell Model for Insulin Secretion following IVGTT and OGTT
AU - Madsen, Henrik
AU - Henriksen, Jan Erik
AU - Karlsson, Mats
AU - Jelic, Katarina
AU - Overgaard, Rune Viig
PY - 2006
Y1 - 2006
N2 - Evaluation of beta cell function is conducted by a variety of glucose tolerance tests and evaluated by a number of different models with less than perfect consistency among results obtained from different tests. We formulated a new approximation of the distributed threshold model for insulin secretion in order to approach a model for quantifying beta cell function, not only for one, but for several different experiments. Data was obtained from 40 subjects that had both an oral glucose tolerance test (OGTT) and an intravenous tolerance test (IVGTT) performed. Parameter estimates from the two experimental protocols demonstrate similarity, reproducibility, and indications of prognostic relevance. Useful first phase indexes comprise the steady state amount of ready releasable insulin A and the rate of redistribution k , where both yield a considerable correlation (both r=0.67) between IVGTT and OGTT estimates. For the IVGTT, A correlates well ( r=0.96) with the 10 min area under the curve of insulin above baseline, whereas k represents a new and possibly more fundamental first phase index. For the useful second phase index , a correlation of 0.75 was found between IVGTT and OGTT estimates.
AB - Evaluation of beta cell function is conducted by a variety of glucose tolerance tests and evaluated by a number of different models with less than perfect consistency among results obtained from different tests. We formulated a new approximation of the distributed threshold model for insulin secretion in order to approach a model for quantifying beta cell function, not only for one, but for several different experiments. Data was obtained from 40 subjects that had both an oral glucose tolerance test (OGTT) and an intravenous tolerance test (IVGTT) performed. Parameter estimates from the two experimental protocols demonstrate similarity, reproducibility, and indications of prognostic relevance. Useful first phase indexes comprise the steady state amount of ready releasable insulin A and the rate of redistribution k , where both yield a considerable correlation (both r=0.67) between IVGTT and OGTT estimates. For the IVGTT, A correlates well ( r=0.96) with the 10 min area under the curve of insulin above baseline, whereas k represents a new and possibly more fundamental first phase index. For the useful second phase index , a correlation of 0.75 was found between IVGTT and OGTT estimates.
M3 - Journal article
SN - 0090-6964
VL - 34
SP - 1343
EP - 1354
JO - Annals of Biomedical Engineering
JF - Annals of Biomedical Engineering
IS - 8
ER -