Toffolo G, Bergman R N, Finegood D T, Bowden C R, Cobelli C
Diabetes. 1980 Dec;29(12):979-90. doi: 10.2337/diab.29.12.979.
We propose an approach to quantifying the sensitivity of B cells to glucose in the intact organism, whereby we interpret the complex dynamic plasma insulin response to glucose injection in terms of a minimal mathematical model of posthepatic insulin delivery and insulin clearance. The best model for this purpose was chosen by comparing the ability of a series of proposed models to account precisely for plasma insulin dynamics. Intravenous glucose tolerance tests (IVGTT) (300 mg/kg) were performed on conscious dogs, and blood was sampled frequently until the basal steady state was reestablished. Glucose injection produced variable plasma insulin responses, which were characterized by an early peak (76 microU/ml above basal), a plateau with occasional additional peaks, and by an abrupt return of plasma insulin to basal by 37 min. A set of eight models was examined; one emerged as superior, in that it was able to account for insulin dynamics with the smallest number of physiologically meaningful parameters (N = 4). The chosen (minimal) model assumes that (1) clearance of insulin is of the first order, (2) the initial peak represents a bolus of insulin loaded into the plasma after the glucose injection, and (3) the rate of the secondary rise in insulin is determined by the concentration of glucose in plasma above a specific threshold value. The sensitivity of first phase insulin delivery to glucose (phi 1; 1.28 +/- 0.15 microU/ml per min per mg/dl), the sensitivity of the secondary phase to glucose concentration [phi 2; 0.038 +/- 0.005 (microU/mg) . min-2], and the threshold for glucose stimulation of second phase secretion (h; 125 +/- 8 mg/100 ml) were all precisely estimated from the dynamic insulin responses. These three parameters of insulin kinetics (phi 1, phi 2, and h) can be calculated from a single IVGTT, and they characterize the insulin responsiveness of a single individual. Estimating these characteristic parameters of insulin kinetics from IVGTT data has potential for quantitating the individual factors contributing to glucose-stimulated insulin secretion in intact animal models, and it may be applicable to man.
我们提出了一种在完整机体中量化B细胞对葡萄糖敏感性的方法,即根据肝后胰岛素释放和胰岛素清除的最小数学模型来解释葡萄糖注射后复杂的动态血浆胰岛素反应。通过比较一系列模型精确解释血浆胰岛素动力学的能力,选择了最适合此目的的模型。对清醒犬进行静脉葡萄糖耐量试验(IVGTT)(300mg/kg),并频繁采血直至恢复基础稳态。葡萄糖注射产生了可变的血浆胰岛素反应,其特征为早期峰值(比基础值高76微单位/毫升)、伴有偶尔额外峰值的平台期,以及在37分钟时血浆胰岛素突然恢复到基础水平。研究了一组八个模型;其中一个模型表现卓越,因为它能够用最少数量的具有生理意义的参数(N = 4)来解释胰岛素动力学。所选的(最小)模型假定:(1)胰岛素清除为一级动力学;(2)初始峰值代表葡萄糖注射后进入血浆的胰岛素团注;(3)胰岛素二次升高的速率由血浆中高于特定阈值的葡萄糖浓度决定。从动态胰岛素反应中精确估计了第一相胰岛素释放对葡萄糖(phi 1;每分钟每毫克/分升1.28±0.15微单位/毫升)、第二相对葡萄糖浓度的敏感性[phi 2;0.038±0.005(微单位/毫克)·分钟-2]以及第二相分泌的葡萄糖刺激阈值(h;125±8毫克/100毫升)。胰岛素动力学的这三个参数(phi 1、phi 2和h)可从单次IVGTT计算得出,它们表征了单个个体的胰岛素反应性。从IVGTT数据估计这些胰岛素动力学的特征参数,有可能量化完整动物模型中促成葡萄糖刺激胰岛素分泌的个体因素,并且可能适用于人类。