Literature DB >> 20046665

Incorporating a generic model of subcutaneous insulin absorption into the AIDA v4 diabetes simulator. 3. Early plasma insulin determinations.

Eldon D Lehmann1, Cristina Tarín, Jorge Bondia, Edgar Teufel, Tibor Deutsch.   

Abstract

INTRODUCTION: AIDA is an interactive educational diabetes simulator that has been available without charge via the Internet for over 12 years. Recent articles have described the incorporation of a novel generic model of insulin absorption into AIDA as a way of enhancing its capabilities. The basic model components to be integrated have been overviewed, with the aim being to provide simulations of regimens utilizing insulin analogues, as well as insulin doses greater than 40 IU (the current upper limit within the latest release of AIDA [v4.3a]). Some preliminary calculated insulin absorption results have also recently been described.
METHODS: This article presents the first simulated plasma insulin profiles from the integration of the generic subcutaneous insulin absorption model, and the currently implemented model in AIDA for insulin disposition. Insulin absorption has been described by the physiologically based model of Tarín and colleagues. A single compartment modeling approach has been used to specify how absorbed insulin is distributed in, and eliminated from, the human body. To enable a numerical solution of the absorption model, a spherical subcutaneous depot for the injected insulin dose has been assumed and spatially discretized into shell compartments with homogeneous concentrations, having as its center the injection site. The number of these compartments will depend on the dose and type of insulin. Insulin inflow arises as the sum of contributions to the different shells. For this report the first bench testing of plasma insulin determinations has been done.
RESULTS: Simulated plasma insulin profiles are provided for currently available insulin preparations, including a rapidly acting insulin analogue (e.g., lispro/Humalog or aspart/Novolog), a short-acting (regular) insulin preparation (e.g., Actrapid), intermediate-acting insulins (both Semilente and neutral protamine Hagedorn types), and a very long-acting insulin analogue (e.g., glargine/Lantus), as well as for insulin doses up to 50 IU. DISCUSSION: The methodology to be adopted for implementing the generic absorption model within AIDA has been overviewed, and the first plasma insulin profiles based on this approach have been demonstrated. Ideas for future work and development are discussed. It is expected that an updated release of AIDA (v4.5), based on this collaborative approach, will become available for free--in due course--via the www.2aida.org Web site. Readers who wish to be informed when the new software is launched can join the very low volume AIDA announcement list by sending a blank email note to subscribe@2aida.org. © Diabetes Technology Society

Entities:  

Keywords:  absorption; computer; diabetes; insulin; model; simulation; software

Mesh:

Substances:

Year:  2009        PMID: 20046665      PMCID: PMC2769853          DOI: 10.1177/193229680900300123

Source DB:  PubMed          Journal:  J Diabetes Sci Technol        ISSN: 1932-2968


  27 in total

1.  Usage of a diabetes simulation system for education via the internet.

Authors:  Eldon D Lehmann
Journal:  Int J Med Inform       Date:  2003-01       Impact factor: 4.046

2.  Computer-assisted instruction in intense insulin therapy using a mathematical model for clinical simulation with a clinical algorithm and flow sheet.

Authors:  W I Sivitz; P C Davidson; D Steed; B Bode; P Richardson
Journal:  Diabetes Educ       Date:  1989 Jan-Feb       Impact factor: 2.140

3.  A double-blind, randomized, dose-response study investigating the pharmacodynamic and pharmacokinetic properties of the long-acting insulin analog detemir.

Authors:  Johannes Plank; Manfred Bodenlenz; Frank Sinner; Christoph Magnes; Evelyn Görzer; Werner Regittnig; Lars A Endahl; Eberhard Draeger; Milan Zdravkovic; Thomas R Pieber
Journal:  Diabetes Care       Date:  2005-05       Impact factor: 19.112

4.  Retrospective pilot feedback survey of 200 users of the AIDA Version 4 Educational Diabetes Program. 1--Quantitative Survey Data.

Authors:  Eldon D Lehmann; Sukhdev S Chatu; S Sabina H Hashmy
Journal:  Diabetes Technol Ther       Date:  2006-06       Impact factor: 6.118

5.  Computer simulation of plasma insulin and glucose dynamics after subcutaneous insulin injection.

Authors:  M Berger; D Rodbard
Journal:  Diabetes Care       Date:  1989 Nov-Dec       Impact factor: 19.112

6.  Mechanism of protracted metabolic effects of fatty acid acylated insulin, NN304, in dogs: retention of NN304 by albumin.

Authors:  M Hamilton-Wessler; M Ader; M Dea; D Moore; P N Jorgensen; J Markussen; R N Bergman
Journal:  Diabetologia       Date:  1999-10       Impact factor: 10.122

7.  AIDA: an interactive diabetes advisor.

Authors:  E D Lehmann; T Deutsch; E R Carson; P H Sönksen
Journal:  Comput Methods Programs Biomed       Date:  1994-01       Impact factor: 5.428

8.  Incorporating a generic model of subcutaneous insulin absorption into the AIDA v4 diabetes simulator: 1. a prospective collaborative development plan.

Authors:  Eldon D Lehmann; Cristina Tarín; Jorge Bondia; Edgar Teufel; Tibor Deutsch
Journal:  J Diabetes Sci Technol       Date:  2007-05

9.  Särimner: a computer model of diabetes physiology for education of physicians and patients.

Authors:  J Hedbrant; J Ludvigsson; K Nordenskjöld
Journal:  Diabetes Res Clin Pract       Date:  1991-11       Impact factor: 5.602

10.  Retrospective validation of a physiological model of glucose-insulin interaction in type 1 diabetes mellitus.

Authors:  E D Lehmann; I Hermanyi; T Deutsch
Journal:  Med Eng Phys       Date:  1994-05       Impact factor: 2.242

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  3 in total

1.  Evaluation of pharmacokinetic model designs for subcutaneous infusion of insulin aspart.

Authors:  Erin J Mansell; Signe Schmidt; Paul D Docherty; Kirsten Nørgaard; John B Jørgensen; Henrik Madsen
Journal:  J Pharmacokinet Pharmacodyn       Date:  2017-08-22       Impact factor: 2.745

2.  Incorporating a generic model of subcutaneous insulin absorption into the AIDA v4 diabetes simulator: 2. preliminary bench testing.

Authors:  Eldon D Lehmann; Cristina Tarín; Jorge Bondia; Edgar Teufel; Tibor Deutsch
Journal:  J Diabetes Sci Technol       Date:  2007-09

3.  Dynamic Interactive Educational Diabetes Simulations Using the World Wide Web: An Experience of More Than 15 Years with AIDA Online.

Authors:  Eldon D Lehmann; Dennis K Dewolf; Christopher A Novotny; Karen Reed; Robert R Gotwals
Journal:  Int J Endocrinol       Date:  2014-01-06       Impact factor: 3.257

  3 in total

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