IVGTT-based simple assessment of glucose tolerance in the Zucker fatty rat: Validation against minimal models

For the assessment of glucose tolerance from IVGTT data in Zucker rat, minimal model methodology is reliable but time- and money-consuming. This study aimed to validate for the first time in Zucker rat, simple surrogate indexes of insulin sensitivity and secretion against the glucose-minimal-model insulin sensitivity index (SI) and against first- (Φ1) and second-phase (Φ2) β-cell responsiveness indexes provided by C-peptide minimal model. Validation of the surrogate insulin sensitivity index (ISI) and of two sets of coupled insulin-based indexes for insulin secretion, differing from the cut-off point between phases (FPIR3-SPIR3, t = 3 min and FPIR5-SPIR5, t = 5 min), was carried out in a population of ten Zucker fatty rats (ZFR) and ten Zucker lean rats (ZLR). Considering the whole rat population (ZLR+ZFR), ISI showed a significant strong correlation with SI (Spearman’s correlation coefficient, r = 0.88; P<0.001). Both FPIR3 and FPIR5 showed a significant (P<0.001) strong correlation with Φ1 (r = 0.76 and r = 0.75, respectively). Both SPIR3 and SPIR5 showed a significant (P<0.001) strong correlation with Φ2 (r = 0.85 and r = 0.83, respectively). ISI is able to detect (P<0.001) the well-recognized reduction in insulin sensitivity in ZFRs, compared to ZLRs. The insulin-based indexes of insulin secretion are able to detect in ZFRs (P<0.001) the compensatory increase of first- and second-phase secretion, associated to the insulin-resistant state. The ability of the surrogate indexes in describing glucose tolerance in the ZFRs was confirmed by the Disposition Index analysis. The model-based validation performed in the present study supports the utilization of low-cost, insulin-based indexes for the assessment of glucose tolerance in Zucker rat, reliable animal model of human metabolic syndrome.

[1]  S. Kahn,et al.  The relative contributions of insulin resistance and beta-cell dysfunction to the pathophysiology of Type 2 diabetes , 2003, Diabetologia.

[2]  R. Burattini,et al.  Age‐Related Analysis of Glucose Metabolism in Spontaneously Hypertensive and Normotensive Rats , 2003, Experimental physiology.

[3]  Laura Burattini,et al.  C-Peptide-Based Assessment of Insulin Secretion in the Zucker Fatty Rat: A Modelistic Study , 2015, PloS one.

[4]  Francesco Di Nardo,et al.  Assessment of hepatic insulin degradation, in normoglycemic hypertensive patients, by minimal modelling of standard intravenous glucose tolerance test data , 2010, Comput. Methods Programs Biomed..

[5]  Sandro Fioretti,et al.  The Relative Role of Insulin Action and Secretion in Experimental Animal Models of Metabolic Syndrome , 2016 .

[6]  A. Tura,et al.  Insulinogenic indices from insulin and C-peptide: comparison of beta-cell function from OGTT and IVGTT. , 2006, Diabetes research and clinical practice.

[7]  R. Muniyappa,et al.  Comparison between surrogate indexes of insulin sensitivity and resistance and hyperinsulinemic euglycemic clamp estimates in mice. , 2008, American journal of physiology. Endocrinology and metabolism.

[8]  R. Bergman,et al.  Quantification of the Relationship Between Insulin Sensitivity and β-Cell Function in Human Subjects: Evidence for a Hyperbolic Function , 1993, Diabetes.

[9]  R. Bergman,et al.  Simultaneous measurement of insulin sensitivity, insulin secretion and the disposition index in conscious unhandled mice , 2012, Obesity.

[10]  R. Muniyappa,et al.  Current approaches for assessing insulin sensitivity and resistance in vivo: advantages, limitations, and appropriate usage. , 2008, American journal of physiology. Endocrinology and metabolism.

[11]  G. Pacini,et al.  Methods and Models for Metabolic Assessment in Mice , 2013, Journal of diabetes research.

[12]  Francesco Di Nardo,et al.  MATLAB-implemented estimation procedure for model-based assessment of hepatic insulin degradation from standard intravenous glucose tolerance test data , 2013, Comput. Methods Programs Biomed..

[13]  C Cobelli,et al.  SAAM II: Simulation, Analysis, and Modeling Software for tracer and pharmacokinetic studies. , 1998, Metabolism: clinical and experimental.

[14]  C Cobelli,et al.  Insulin Secretion and Hepatic Extraction in Humans by Minimal Modeling of C-Peptide and Insulin Kinetics , 1988, Diabetes.

[15]  D. D’Alessio,et al.  Differential effects of acute and extended infusions of glucagon-like peptide-1 on first- and second-phase insulin secretion in diabetic and nondiabetic humans. , 2003, Diabetes care.

[16]  R. Burattini,et al.  Enhanced sympathetic reactivity associates with insulin resistance in the young Zucker rat. , 2006, American journal of physiology. Regulatory, integrative and comparative physiology.

[17]  G. Pacini,et al.  Reappraisal of the intravenous glucose tolerance index for a simple assessment of insulin sensitivity in mice. , 2009, American journal of physiology. Regulatory, integrative and comparative physiology.

[18]  R. Bergman Toward Physiological Understanding of Glucose Tolerance: Minimal-Model Approach , 1989, Diabetes.

[19]  A. Mari,et al.  Beta cell function and its relation to insulin action in humans: a critical appraisal , 2004, Diabetologia.

[20]  A. Vaag,et al.  A Simple Method for Quantitation of Insulin Sensitivity and Insulin Release from an Intravenous Glucose Tolerance Test , 1992, Diabetic medicine : a journal of the British Diabetic Association.

[21]  R. Burattini,et al.  Insulin Sensitivity and Glucose Effectiveness Estimated by the Minimal Model Technique in Spontaneously Hypertensive and Normal Rats , 2000, Experimental physiology.

[22]  L. Groop,et al.  An empirical index of insulin sensitivity from short IVGTT: validation against the minimal model and glucose clamp indices in patients with different clinical characteristics , 2010, Diabetologia.

[23]  Francesco Di Nardo,et al.  Dynamics of insulin action in hypertension: assessment from minimal model interpretation of intravenous glucose tolerance test data , 2011, Medical & Biological Engineering & Computing.

[24]  R N Bergman,et al.  Equivalence of the insulin sensitivity index in man derived by the minimal model method and the euglycemic glucose clamp. , 1987, The Journal of clinical investigation.

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

[26]  R. Muniyappa,et al.  Comparison between surrogate indexes of insulin sensitivity/resistance and hyperinsulinemic euglycemic clamp estimates in rats. , 2008, American journal of physiology. Endocrinology and metabolism.

[27]  G. Pacini,et al.  PACAP stimulates insulin secretion but inhibits insulin sensitivity in mice. , 1998, American journal of physiology. Endocrinology and metabolism.

[28]  R. Burattini,et al.  Age‐related analysis of insulin resistance, body weight and arterial pressure in the Zucker fatty rat , 2009, Experimental physiology.

[29]  G. Bray The Zucker-fatty rat: a review. , 1977, Federation proceedings.

[30]  Ewart R. Carson,et al.  The mathematical modeling of metabolic and endocrine systems : model formulation, identification, and validation , 1983 .