A new dynamic index of insulin sensitivity

Insulin sensitivity is a crucial parameter of glucose metabolism. The standard measures of insulin sensitivity obtained by an euglycaemic hyperinsulinaemic clamp, S/sub I/(clamp), or by the minimal model (MM), S/sub I/, 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, S/sub I//sup D/, 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 S/sub I//sup D/ offers, in comparison with S/sub I/, a more comprehensive picture of the control of insulin on glucose.

[1]  Giovanni Sparacino,et al.  Numerical non-identifiability regions of the minimal model of glucose kinetics: superiority of Bayesian estimation. , 2003, Mathematical biosciences.

[2]  C Cobelli,et al.  Minimal Models of Glucose Disappearance: Lessons from the Labelled IVGTT , 1991, Diabetic medicine : a journal of the British Diabetic Association.

[3]  W. K. Hastings,et al.  Monte Carlo Sampling Methods Using Markov Chains and Their Applications , 1970 .

[4]  Giovanni Sparacino,et al.  Minimal model S(I)=0 problem in NIDDM subjects: nonzero Bayesian estimates with credible confidence intervals. , 2002, American journal of physiology. Endocrinology and metabolism.

[5]  Peter Green,et al.  Markov chain Monte Carlo in Practice , 1996 .

[6]  G M Steil,et al.  Method of Insulin Administration Has No Effect on Insulin Sensitivity Estimates From the Insulin-Modified Minimal Model Protocol , 1997, Diabetes.

[7]  M Berman,et al.  A model of the kinetics of insulin in man. , 1974, The Journal of clinical investigation.

[8]  P Vicini,et al.  The iterative two-stage population approach to IVGTT minimal modeling: improved precision with reduced sampling. Intravenous glucose tolerance test. , 2001, American journal of physiology. Endocrinology and metabolism.

[9]  Martin Braun Differential equations and their applications , 1976 .

[10]  P Vicini,et al.  The hot but not the cold minimal model allows precise assessment of insulin sensitivity in NIDDM subjects. , 1996, The American journal of physiology.

[11]  R N Bergman,et al.  Importance of transcapillary insulin transport to dynamics of insulin action after intravenous glucose. , 1994, The American journal of physiology.

[12]  Y. Z. Ider,et al.  Quantitative estimation of insulin sensitivity. , 1979, The American journal of physiology.

[13]  David B. Dunson,et al.  Bayesian Data Analysis , 2010 .

[14]  B. Ludvik,et al.  Mechanisms of the Kinetic Defect in Insulin Action in Obesity and NIDDM , 1997, Diabetes.