Literature DB >> 24446385

Modeling of 24-hour glucose and insulin profiles in patients with type 2 diabetes mellitus treated with biphasic insulin aspart.

Rikke M Røge1, Søren Klim, Niels R Kristensen, Steen H Ingwersen, Maria C Kjellsson.   

Abstract

Insulin therapy for diabetes patients is designed to mimic the endogenous insulin response of healthy subjects and thereby generate normal blood glucose levels. In order to control the blood glucose in insulin-treated diabetes patients, it is important to be able to predict the effect of exogenous insulin on blood glucose. A pharmacokinetic/pharmacodynamic model for glucose homoeostasis describing the effect of exogenous insulin would facilitate such prediction. Thus the aim of this work was to extend the previously developed integrated glucose-insulin (IGI) model to predict 24-hour glucose profiles for patients with Type 2 diabetes following exogenous insulin administration. Clinical data from two trials were included in the analysis. In both trials, 24-hour meal tolerance tests were used as the experimental setup, where exogenous insulin (biphasic insulin aspart) was administered in relation to meals. The IGI model was successfully extended to include the effect of exogenous insulin. Circadian variations in glucose homeostasis were assessed on relevant parameters, and a significant improvement was achieved by including a circadian rhythm on the endogenous glucose production in the model. The extended model is a useful tool for clinical trial simulation and for elucidating the effect profile of new insulin products.
© 2014, The American College of Clinical Pharmacology.

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Keywords:  PK/PD modeling; biphasic insulin aspart; diabetes; glucose homeostasis

Mesh:

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Year:  2014        PMID: 24446385     DOI: 10.1002/jcph.270

Source DB:  PubMed          Journal:  J Clin Pharmacol        ISSN: 0091-2700            Impact factor:   3.126


  5 in total

1.  Translational Modeling and Simulation in Supporting Early-Phase Clinical Development of New Drug: A Learn-Research-Confirm Process.

Authors:  Dongyang Liu; Yi Zhang; Ji Jiang; John Choi; Xuening Li; Dalong Zhu; Dawei Xiao; Yanhua Ding; Hongwei Fan; Li Chen; Pei Hu
Journal:  Clin Pharmacokinet       Date:  2017-08       Impact factor: 6.447

2.  Application of the integrated glucose-insulin model for cross-study characterization of T2DM patients on metformin background treatment.

Authors:  Joanna Parkinson; Bengt Hamrén; Maria C Kjellsson; Stanko Skrtic
Journal:  Br J Clin Pharmacol       Date:  2016-08-16       Impact factor: 4.335

3.  Implications for Drug Characterization in Glucose Tolerance Tests Without Insulin: Simulation Study of Power and Predictions Using Model-Based Analysis.

Authors:  S M Sheikh Ghadzi; M O Karlsson; M C Kjellsson
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2017-09-25

4.  Study Design Selection in Early Clinical Anti-Hyperglycemic Drug Development: A Simulation Study of Glucose Tolerance Tests.

Authors:  Moustafa M A Ibrahim; Siti M S Ghadzi; Maria C Kjellsson; Mats O Karlsson
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2018-05-06

5.  The Effects of a GLP-1 Analog on Glucose Homeostasis in Type 2 Diabetes Mellitus Quantified by an Integrated Glucose Insulin Model.

Authors:  R M Røge; S Klim; S H Ingwersen; M C Kjellsson; N R Kristensen
Journal:  CPT Pharmacometrics Syst Pharmacol       Date:  2014-12-30
  5 in total

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