DocumentCode :
838528
Title :
A new dynamic index of insulin sensitivity
Author :
Pillonetto, Gianluigi ; Caumo, Andrea ; Sparacino, Giovanni ; Cobelli, Claudio
Author_Institution :
Dept. of Inf. Eng., Univ. of Padova, Italy
Volume :
53
Issue :
3
fYear :
2006
fDate :
3/1/2006 12:00:00 AM
Firstpage :
369
Lastpage :
379
Abstract :
Insulin sensitivity is a crucial parameter of glucose metabolism. The standard measures of insulin sensitivity obtained by an euglycaemic hyperinsulinaemic clamp, SI(clamp), or by the minimal model (MM), SI, do not account for the dynamics of insulin action, i.e., how fast or slow insulin action reaches its plateau value. This is an important physiological information. In this paper we formally define a new insulin sensitivity index which also incorporates information on the dynamics of insulin action, SID, show its properties, and exemplify how it can be measured both with the clamp and the MM method. Then, by resorting to real and synthetic data, we show both in IVGTT MM and clamp studies why this new index SID offers, in comparison with SI, a more comprehensive picture of the control of insulin on glucose.
Keywords :
biochemistry; biomedical measurement; blood; drugs; dynamic insulin sensitivity index; euglycaemic hyperinsulinaemic clamp; glucose metabolism; minimal model; Biochemistry; Biomedical measurements; Clamps; Diabetes; Insulin; Measurement standards; Monte Carlo methods; Plasma measurements; Steady-state; Sugar; Bayesian estimation; Markov chain Monte Carlo; diabetes; glucose clamp; insulin resistance; minimal model; Blood Glucose; Computer Simulation; Diabetes Mellitus; Diagnosis, Computer-Assisted; Glucose Clamp Technique; Humans; Insulin; Insulin Resistance; Metabolic Clearance Rate; Models, Biological; Reproducibility of Results; Sensitivity and Specificity;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2005.869654
Filename :
1597487
Link To Document :
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