A model-based method for assessing insulin sensitivity from the oral glucose tolerance test

被引:650
作者
Mari, A
Pacini, G
Murphy, E
Ludvik, B
Nolan, JJ
机构
[1] Natl Res Council, Inst Syst Sci & Biomed Engn, Padua, Italy
[2] St James Hosp, Dept Endocrinol, Dublin 8, Ireland
[3] Trinity Coll, Dept Clin Med, Dublin, Ireland
[4] Univ Vienna, Dept Med, Div Endocrinol & Metab, Vienna, Austria
关键词
D O I
10.2337/diacare.24.3.539
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVE - Available insulin sensitivity (IS) methods based on the oral glucose tolerance test (OGTT) are empirical. We used a glucose-insulin model to derive an OGTT-based IS (oral glucose insulin sensitivity [OGIS]) index, which predicts glucose clearance in a glucose clamp. We validated OCIS against clamp data. RESEARCH DESIGN AND METHODS - OGIS requires glucose and insulin concentrations from a 75-g OGTT at 0, 2, and 3 h (3-h OGTT) or at 0, 1.5, and 2 h (2-h OGTT). The formula includes six constants optimized to match the clamp results. For this purpose, 15 lean nondiabetic subjects (BMI < 25 kg/m(2)), 38 obese nondiabetic subjects (BMI > 25 kg/m(2)), and 38 subjects with type 2 diabetes randomly underwent an OTTT and a 120 mU.min(-1).m(-2) insulin infusion euglycemic clamp Glucose clearance (Cl-CLAMP), calculated as the ratio of glucose infusion to concentration during the last hour of the clamp, was compared with OGIS. OGIS was also tested On an independent group of 13 subjects with impair ed glucose tolerance (IGT). RESULTS - OGIS and Cl-CLAMP were correlated in the whole group (R = 0.77, P < 0.0001), in the subgroups (lean: R = 0.59; obese: R = 0.73; type 2 diabetes: R = 0.49; P < 0.02), and in the independent IGT group (R = 0.65, P < 0.02). Reproducibility of OGIS and Cl-CLAMP were similar (coefficients of variation. OGIS 7.1%, Cl-CLAMP 6.4%). OGIS was as effective as Cl-CLAMP in discriminating between groups (for OGIS, lean vs. obese: 440 +/- 10 vs. 362 +/- 11 ml.min(-1) .m(-2,) P < 0.001, lean vs. type 2 diabetes: 440 +/- 16 vs. 239 +/- 7, P < 0.0001; obese vs. type 2 diabetes, 362 +/- 11 vs. 239 +/- 7, P < 0.0001; results were similar for Cl-CLAMP). The relationships between IS and BMI, fasting plasma insulin, and insulin secretion (calculated from the OGTT insulin concentration) were examined. OGIS yielded results similar to Cl-CLAMP and fully consistent with established physiological principles. The performance of the index for the 3-h and 2-h OGTT was similar. CONCLUSIONS - OGIS is an index of IS in good agreement with the clamp. Because of its simplicity (only three blood samples required), this method has potential use for clinical investigation including large-scale epidemiological studies.
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页码:539 / 548
页数:10
相关论文
共 24 条
  • [1] Altman DG, 1996, Practical Statistics for Medical Research
  • [2] Bailey BJR, 1996, STAT MED, V15, P1325
  • [3] TOWARD PHYSIOLOGICAL UNDERSTANDING OF GLUCOSE-TOLERANCE - MINIMAL-MODEL APPROACH
    BERGMAN, RN
    [J]. DIABETES, 1989, 38 (12) : 1512 - 1527
  • [4] Homeostasis model assessment closely mirrors the glucose clamp technique in the assessment of insulin sensitivity - Studies in subjects with various degrees of glucose tolerance and insulin sensitivity
    Bonora, E
    Saggiani, F
    Targher, G
    Zenere, MB
    Alberiche, M
    Monauni, T
    Bonadonna, RC
    Muggeo, M
    [J]. DIABETES CARE, 2000, 23 (01) : 57 - 63
  • [5] Prevalence of insulin resistance in metabolic disorders - The Bruneck Study
    Bonora, E
    Kiechl, S
    Willeit, J
    Oberhollenzer, F
    Egger, G
    Targher, G
    Alberiche, M
    Bonadonna, RC
    Muggeo, M
    [J]. DIABETES, 1998, 47 (10) : 1643 - 1649
  • [6] INFLUENCE OF PLASMA-GLUCOSE AND INSULIN CONCENTRATION ON PLASMA-GLUCOSE CLEARANCE IN MAN
    DEFRONZO, RA
    FERRANNINI, E
    [J]. DIABETES, 1982, 31 (08) : 683 - 688
  • [7] DEFRONZO RA, 1979, AM J PHYSIOL, V237, pE214
  • [8] THE DISPOSAL OF AN ORAL GLUCOSE-LOAD IN HEALTHY-SUBJECTS - A QUANTITATIVE STUDY
    FERRANNINI, E
    BJORKMAN, O
    REICHARD, GA
    PILO, A
    OLSSON, M
    WAHREN, J
    DEFRONZO, RA
    [J]. DIABETES, 1985, 34 (06) : 580 - 588
  • [9] EFFECT OF INSULIN ON THE DISTRIBUTION AND DISPOSITION OF GLUCOSE IN MAN
    FERRANNINI, E
    SMITH, JD
    COBELLI, C
    TOFFOLO, G
    PILO, A
    DEFRONZO, RA
    [J]. JOURNAL OF CLINICAL INVESTIGATION, 1985, 76 (01) : 357 - 364
  • [10] FERRANNINI E, 1992, INT TXB DIABETES MEL, P409