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ARTICLES
We have evaluated the feasibility of using a mathematical model of glucose disappearance to estimate insulin sensitivity. Glucose was injected into conscious dogs at 100, 200, or 300 mg/kg. The measured time course of insulin was regarded as the "input," and the falling glucose concentration as the "output" of the physiological system storing and using glucose. Seven mathematical models of glucose uptake were compared to identify the representation most capable of simulating glucose disappearance. One specific nonlinear model was superior in that it 1) predicted the time course of glucose after glucose injection, 2) had four parameters that could be precisely estimated, and 3) described individual experiments with similar parameter values. Insulin sensitivity index (SI), defined as the dependence of fractional glucose disappearance on plasma insulin, was the ratio of two parameters of the chosen model and could be estimated with good reproducibility from the 300 mg/kg injection experiments (SI = 7.00 X 10(-4) +/- 24% (coefficient of variation) min-1/(microU/ml) (n = 8)). Thus, from a single glucose injection it is possible to obtain a quantitative index of insulin sensitivity that may have clinical applicability.
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E. Breda, G. Toffolo, K. S. Polonsky, and C. Cobelli Insulin Release in Impaired Glucose Tolerance: Oral Minimal Model Predicts Normal Sensitivity to Glucose but Defective Response Times Diabetes, February 1, 2002; 51(90001): S227 - 233. [Abstract] [Full Text] [PDF] |
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J. Song, J. Y. Oh, Y.-A. Sung, Y. K. Pak, K. S. Park, and H. K. Lee Peripheral Blood Mitochondrial DNA Content Is Related to Insulin Sensitivity in Offspring of Type 2 Diabetic Patients Diabetes Care, May 1, 2001; 24(5): 865 - 869. [Abstract] [Full Text] |
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J. Q. Purnell, S. E. Kahn, R. S. Schwartz, and J. D. Brunzell Relationship of Insulin Sensitivity and ApoB Levels to Intra-abdominal Fat in Subjects With Familial Combined Hyperlipidemia Arterioscler. Thromb. Vasc. Biol., April 1, 2001; 21(4): 567 - 572. [Abstract] [Full Text] [PDF] |
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E. Breda, M. K. Cavaghan, G. Toffolo, K. S. Polonsky, and C. Cobelli Oral Glucose Tolerance Test Minimal Model Indexes of {beta}-Cell Function and Insulin Sensitivity Diabetes, January 1, 2001; 50(1): 150 - 158. [Abstract] [Full Text] |
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P. Vicini and C. Cobelli The iterative two-stage population approach to IVGTT minimal modeling: improved precision with reduced sampling Am J Physiol Endocrinol Metab, January 1, 2001; 280(1): E179 - E186. [Abstract] [Full Text] [PDF] |
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K. J. Kaiyala, R. L. Prigeon, S. E. Kahn, S. C. Woods, D. Porte Jr., and M. W. Schwartz Reduced beta -cell function contributes to impaired glucose tolerance in dogs made obese by high-fat feeding Am J Physiol Endocrinol Metab, October 1, 1999; 277(4): E659 - E667. [Abstract] [Full Text] [PDF] |
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C. Cobelli, A. Caumo, and M. Omenetto Minimal model SG overestimation and SI underestimation: improved accuracy by a Bayesian two-compartment model Am J Physiol Endocrinol Metab, September 1, 1999; 277(3): E481 - E488. [Abstract] [Full Text] [PDF] |
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A. D. Gaetano, G. Mingrone, M. Castagneto, and M. Calvani Carnitine Increases Glucose Disposal in Humans J. Am. Coll. Nutr., August 1, 1999; 18(4): 289 - 295. [Abstract] [Full Text] [PDF] |
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K. Zierler Whole body glucose metabolism Am J Physiol Endocrinol Metab, March 1, 1999; 276(3): E409 - E426. [Abstract] [Full Text] [PDF] |
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