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Model predictive glycaemic regulation in critical illness using insulin and nutrition input: a pilot study.使用胰岛素和营养输入进行危重症患者血糖调节的模型预测:一项试点研究。
Med Eng Phys. 2006 Sep;28(7):665-81. doi: 10.1016/j.medengphy.2005.10.015. Epub 2005 Dec 15.
2
Targeted glycemic reduction in critical care using closed-loop control.在重症监护中使用闭环控制进行目标性血糖降低。
Diabetes Technol Ther. 2005 Apr;7(2):274-82. doi: 10.1089/dia.2005.7.274.
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Integral-based parameter identification for long-term dynamic verification of a glucose-insulin system model.基于积分的参数识别用于葡萄糖-胰岛素系统模型的长期动态验证
Comput Methods Programs Biomed. 2005 Mar;77(3):259-70. doi: 10.1016/j.cmpb.2004.10.006.
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beta-Cell function in subjects spanning the range from normal glucose tolerance to overt diabetes: a new analysis.从正常糖耐量到显性糖尿病范围内受试者的β细胞功能:一项新分析
J Clin Endocrinol Metab. 2005 Jan;90(1):493-500. doi: 10.1210/jc.2004-1133. Epub 2004 Oct 13.
5
Beta cell function and its relation to insulin action in humans: a critical appraisal.人类β细胞功能及其与胰岛素作用的关系:批判性评估。
Diabetologia. 2004 May;47(5):943-56. doi: 10.1007/s00125-004-1381-z. Epub 2004 Apr 23.
6
Methods for clinical assessment of insulin sensitivity and beta-cell function.胰岛素敏感性和β细胞功能的临床评估方法。
Best Pract Res Clin Endocrinol Metab. 2003 Sep;17(3):305-22. doi: 10.1016/s1521-690x(03)00042-3.
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Accurate assessment of beta-cell function: the hyperbolic correction.β细胞功能的准确评估:双曲线校正
Diabetes. 2002 Feb;51 Suppl 1:S212-20. doi: 10.2337/diabetes.51.2007.s212.
8
Clinical characterization of insulin secretion as the basis for genetic analyses.
Diabetes. 2002 Feb;51 Suppl 1:S122-9. doi: 10.2337/diabetes.51.2007.s122.
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Phasic insulin release and metabolic regulation in type 2 diabetes.2型糖尿病中的阶段性胰岛素释放与代谢调节
Diabetes. 2002 Feb;51 Suppl 1:S109-16. doi: 10.2337/diabetes.51.2007.s109.
10
Use of the oral glucose tolerance test to assess insulin release and insulin sensitivity.使用口服葡萄糖耐量试验评估胰岛素释放和胰岛素敏感性。
Diabetes Care. 2000 Mar;23(3):295-301. doi: 10.2337/diacare.23.3.295.

一种用于在基于模型的实验性胰岛素敏感性研究中捕获肝前胰岛素分泌峰值和总量的最小C肽采样方法。

A minimal C-peptide sampling method to capture peak and total prehepatic insulin secretion in model-based experimental insulin sensitivity studies.

作者信息

Lotz Thomas, Göltenbott Uli, Chase J Geoffrey, Docherty Paul, Hann Christopher E

机构信息

Department of Mechanical Engineering, Centre for Bio-Engineering, University of Canterbury, Christchurch, New Zealand.

出版信息

J Diabetes Sci Technol. 2009 Jul 1;3(4):875-86. doi: 10.1177/193229680900300435.

DOI:10.1177/193229680900300435
PMID:20144337
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2769977/
Abstract

AIMS AND BACKGROUND

Model-based insulin sensitivity testing via the intravenous glucose tolerance test (IVGTT) or similar is clinically very intensive due to the need for frequent sampling to accurately capture the dynamics of insulin secretion and clearance. The goal of this study was to significantly reduce the number of samples required in intravenous glucose tolerance test protocols to accurately identify C-peptide and insulin secretion characteristics.

METHODS

Frequently sampled IVGTT data from 12 subjects [5 normal glucose-tolerant (NGT) and 7 type 2 diabetes mellitus (T2DM)] were analyzed to calculate insulin and C-peptide secretion using a well-accepted C-peptide model. Samples were reduced in a series of steps based on the critical IVGTT profile points required for the accurate estimation of C-peptide secretion. The full data set of 23 measurements was reduced to sets with six or four measurements. The peak secretion rate and total secreted C-peptide during 10 and 20 minutes postglucose input and during the total test time were calculated. Results were compared to those from the full data set using the Wilcoxon rank sum to assess any differences.

RESULTS

In each case, the calculated secretion metrics were largely unchanged, within expected assay variation, and not significantly different from results obtained using the full 23 measurement data set (P < 0.05).

CONCLUSIONS

Peak and total C-peptide and insulin secretory characteristics can be estimated accurately in an IVGTT from as few as four systematically chosen samples, providing an opportunity to minimize sampling, cost, and burden.

摘要

目的与背景

通过静脉葡萄糖耐量试验(IVGTT)或类似方法进行基于模型的胰岛素敏感性测试在临床上强度很大,因为需要频繁采样以准确捕捉胰岛素分泌和清除的动态变化。本研究的目的是显著减少静脉葡萄糖耐量试验方案中所需的样本数量,以准确识别C肽和胰岛素分泌特征。

方法

分析了12名受试者[5名糖耐量正常(NGT)和7名2型糖尿病(T2DM)]的频繁采样IVGTT数据,使用一种广泛接受的C肽模型计算胰岛素和C肽分泌。根据准确估计C肽分泌所需的关键IVGTT曲线点,分一系列步骤减少样本。将23次测量的完整数据集减少到6次或4次测量的数据集。计算葡萄糖输入后10分钟和20分钟以及整个测试时间内的峰值分泌率和总分泌C肽。使用Wilcoxon秩和检验将结果与完整数据集的结果进行比较,以评估任何差异。

结果

在每种情况下,计算出的分泌指标在很大程度上没有变化,在预期的检测变异范围内,与使用完整的23次测量数据集获得的结果没有显著差异(P < 0.05)。

结论

在IVGTT中,从仅四个系统选择的样本中就可以准确估计C肽和胰岛素的峰值及总分泌特征,这为最大限度地减少采样、成本和负担提供了机会。