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首页> 外文期刊>Diabetes care >A model-based method for assessing insulin sensitivity from the oral glucose tolerance test.
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A model-based method for assessing insulin sensitivity from the oral glucose tolerance test.

机译:一种基于模型的方法,用于通过口服葡萄糖耐量测试评估胰岛素敏感性。

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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 OGIS 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/m2), 38 obese nondiabetic subjects (BMI > 25 kg/m2), and 38 subjects with type 2 diabetes randomly underwent an OGTT and a 120 mU x min(-1) x 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 impaired 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 +/- 16 vs. 362 +/- 11 ml x min(-1) x 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.
机译:目的:基于口服葡萄糖耐量试验(OGTT)的可用胰岛素敏感性(IS)方法是经验性的。我们使用葡萄糖-胰岛素模型得出基于OGTT的IS(口服葡萄糖胰岛素敏感性[OGIS])指数,该指数可预测葡萄糖钳夹中的葡萄糖清除率。我们根据钳位数据验证了OGIS。研究设计和方法:OGIS需要在0、2和3小时(3小时OGTT)或0、1.5和2小时(2小时OGTT)时从75 g OGTT中提取葡萄糖和胰岛素。该公式包括六个常数,这些常数经过优化以匹配钳位结果。为此,对15名瘦非糖尿病受试者(BMI <25 kg / m2),38名肥胖非糖尿病受试者(BMI> 25 kg / m2)和38名2型糖尿病受试者随机进行了OGTT和120 mU x min(-1) )xm(-2)胰岛素输注正常血糖钳位。将葡萄糖清除率(Cl CLAMP)(以钳夹最后一个小时的葡萄糖输注量与浓度之比计算)与OGIS相比较。 OGIS还对13名葡萄糖耐量受损(IGT)受损的独立受试者进行了测试。结果:OGIS和Cl CLAMP在整个组中相关(R = 0.77,P <0.0001),在亚组中(瘦:R = 0.59;肥胖:R = 0.73; 2型糖尿病:R = 0.49; P <0.02) ,以及独立的IGT组(R = 0.65,P <0.02)。 OGIS和Cl CLAMP的重现性相似(变异系数:OGIS 7.1%,Cl CLAMP 6.4%)。 OGIS与Cl CLAMP在区分组方面一样有效(对于OGIS,瘦与肥胖:440 +/- 16 vs. 362 +/- 11 ml x min(-1)xm(-2),p <0.001;瘦vs. 2型糖尿病:440 +/- 16 vs. 239 +/- 7,P <0.0001;肥胖vs. 2型糖尿病:362 +/- 11 vs. 239 +/- 7,P <0.0001;结果相似Cl CLAMP)。检查了IS和BMI,空腹血浆胰岛素和胰岛素分泌(根据OGTT胰岛素浓度计算)之间的关系。 OGIS产生的结果类似于Cl CLAMP,并且完全符合既定的生理学原理。 3小时和2小时OGTT的指标表现相似。结论:OGIS是一个与IS吻合良好的IS指标。由于其简单性(仅需要三个血液样本),该方法在包括大规模流行病学研究在内的临床研究中具有潜在用途。

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