Literature DB >> 11319711

Physiologic modeling of the intravenous glucose tolerance test in type 2 diabetes: a new approach to the insulin compartment.

G M Ward1, J M Walters, J Barton, F P Alford, R C Boston.   

Abstract

The minimal model of Bergman et al has been used to yield estimates of insulin sensitivity (Si) and glucose effectiveness (Sg) in type 2 diabetes by incorporating exogenous insulin protocols into the regular intravenous glucose tolerance test (IVGTT). These estimates, however, are influenced by the degree to which the dose of exogenous insulin is greater than the physiologic response to a glucose load. Moreover, most studies have related to type 2 diabetes subjects whose diabetes was relatively mild in terms of therapeutic requirements. To develop a "minimal disturbance" approach in estimating Si and Sg in type 2 diabetes, we have used a reduced glucose load (200 mg/kg) and a "physiologic" insulin infusion throughout the IVGTT in a series of 8 patients, 5 of whom were insulin-requiring. Data from this approach were analyzed using the modelling program CONSAM to apply the Bergman model, either unmodified (BMM), or incorporating an additional delay element between the plasma and "remote" insulin compartments (MMD). Application of the MMD and extension of the IVGTT from 3 to 5 hours improved successful resolution of Si and Sg from 37.5% (BMM, 3-hour IVGTT) to 100% (MMD, 5-hour IVGTT). Si was reduced in these type 2 diabetes patients compared with normal subjects (1.86 +/- 0.60 v. 8.65 +/- 2.27 min(-1) x microU(-1) x mL x 10(4) P <.01). The results were validated in the type 2 diabetes group using a 2-stage euglycemic clamp ((Si)CLAMP = 2.02 +/- 0.42 min(-1) x microU(-1) x mL x 10(4) P >.4). Sg was not significantly reduced (2.00 +/- 0.25 type 2 diabetes v. 1.55 +/- 0.26 normal min(-1) x 10(2)). Data from a group of normal nondiabetic subjects was then analyzed using the MMD, but this approach did not enhance the fit of the model compared with the BMM. This result indicates that the delay in insulin action in type 2 diabetes represents an abnormality whereby the onset of insulin action cannot be described as a single phase in the transfer of insulin from plasma to the remote compartment. It is postulated that the physiologic basis for this delayed action may relate to transcapillary endothelial transfer of insulin, this process limiting the rate of onset of insulin action. Copyright 2001 by W.B. Saunders Company.

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Year:  2001        PMID: 11319711     DOI: 10.1053/meta.2001.21029

Source DB:  PubMed          Journal:  Metabolism        ISSN: 0026-0495            Impact factor:   8.694


  6 in total

1.  The Need to Calculate Target Glucose Levels When Measuring Changes in Insulin Sensitivity During Interventions for Individuals With Type 2 Diabetes.

Authors:  Nor Azlan Othman; Paul D Docherty; Jeremy D Krebs; Damon A Bell; J Geoffrey Chase
Journal:  J Diabetes Sci Technol       Date:  2018-01-02

2.  Glucose effectiveness in obese children: relation to degree of obesity and dysglycemia.

Authors:  Ram Weiss; Sheela N Magge; Nicola Santoro; Cosimo Giannini; Raymond Boston; Tara Holder; Melissa Shaw; Elvira Duran; Karen J Hershkop; Sonia Caprio
Journal:  Diabetes Care       Date:  2015-01-29       Impact factor: 19.112

3.  The necessity of identifying the basal glucose set-point in the IVGTT for patients with Type 2 Diabetes.

Authors:  Nor Azlan Othman; Paul D Docherty; Jeremy D Krebs; Damon A Bell; J Geoffrey Chase
Journal:  Biomed Eng Online       Date:  2015-03-03       Impact factor: 2.819

4.  Consistency of compact and extended models of glucose-insulin homeostasis: The role of variable pancreatic reserve.

Authors:  Andrea De Gaetano; Claudio Gaz; Simona Panunzi
Journal:  PLoS One       Date:  2019-02-15       Impact factor: 3.240

5.  An Analysis of Glucose Effectiveness in Subjects With or Without Type 2 Diabetes via Hierarchical Modeling.

Authors:  Shihao Hu; Yuzhi Lu; Andrea Tura; Giovanni Pacini; David Z D'Argenio
Journal:  Front Endocrinol (Lausanne)       Date:  2021-03-29       Impact factor: 5.555

Review 6.  Adapting Protocols or Models for Use in Insulin-Requiring Diabetes and Islet Transplant Recipients.

Authors:  Glenn M Ward; Jacqueline M Walters; Judith L Gooley; Raymond C Boston
Journal:  Front Endocrinol (Lausanne)       Date:  2021-07-16       Impact factor: 5.555

  6 in total

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