Literature DB >> 25759184

Pharmacokinetic Model of the Transport of Fast-Acting Insulin From the Subcutaneous and Intradermal Spaces to Blood.

Dayu Lv1, Sandip D Kulkarni2, Alice Chan1, Stephen Keith3, Ron Pettis3, Boris P Kovatchev1, Leon S Farhi4, Marc D Breton5.   

Abstract

Pharmacokinetic (PK) models describing the transport of insulin from the injection site to blood assist clinical decision making and are part of in silico platforms for developing and testing of insulin delivery strategies for treatment of patients with diabetes. The ability of these models to accurately describe all facets of the in vivo insulin transport is therefore critical for their application. Here, we propose a new model of fast-acting insulin analogs transport from the subcutaneous and intradermal spaces to blood that can accommodate clinically observed biphasic appearance and delayed clearance of injected insulin, 2 phenomena that are not captured by existing PK models. To develop the model we compare 9 insulin transport PK models which describe hypothetical insulin delivery pathways potentially capable of approximating biphasic appearance of exogenous insulin. The models are tested with respect to their ability to describe clinical data from 10 healthy volunteers which received 1 subcutaneous and 2 intradermal insulin injections on 3 different occasions. The optimal model, selected based on information and posterior identifiability criteria, assumes that insulin is delivered at the administrative site and is then transported to the bloodstream via 2 independent routes (1) diffusion-like process to the blood and (2) combination of diffusion-like processes followed by an additional compartment before entering the blood. This optimal model accounts for biphasic appearance and delayed clearance of exogenous insulin. It agrees better with the clinical data as compared to commonly used models and is expected to improve the in silico development and testing of insulin treatment strategies, including artificial pancreas systems.
© 2015 Diabetes Technology Society.

Entities:  

Keywords:  biphasic kinetics; delayed clearance; fast-acting insulin; pharmacokinetic modeling

Mesh:

Substances:

Year:  2015        PMID: 25759184      PMCID: PMC4525663          DOI: 10.1177/1932296815573864

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


  32 in total

1.  Rapid pharmacokinetics of intradermal insulin administered using microneedles in type 1 diabetes subjects.

Authors:  Jyoti Gupta; Eric I Felner; Mark R Prausnitz
Journal:  Diabetes Technol Ther       Date:  2011-02-28       Impact factor: 6.118

2.  A bihormonal closed-loop artificial pancreas for type 1 diabetes.

Authors:  Firas H El-Khatib; Steven J Russell; David M Nathan; Robert G Sutherlin; Edward R Damiano
Journal:  Sci Transl Med       Date:  2010-04-14       Impact factor: 17.956

3.  Disturbances in beta-cell function in impaired fasting glycemia.

Authors:  Timon W van Haeften; Walkyria Pimenta; Asimina Mitrakou; Mary Korytkowski; Trond Jenssen; Hannele Yki-Jarvinen; John E Gerich
Journal:  Diabetes       Date:  2002-02       Impact factor: 9.461

Review 4.  Variability of insulin absorption and insulin action.

Authors:  Lutz Heinemann
Journal:  Diabetes Technol Ther       Date:  2002       Impact factor: 6.118

5.  Systemically modeling the dynamics of plasma insulin in subcutaneous injection of insulin analogues for type 1 diabetes.

Authors:  Jiaxu Li; Yang Kuang
Journal:  Math Biosci Eng       Date:  2009-01       Impact factor: 2.080

6.  Model predictive control of type 1 diabetes: an in silico trial.

Authors:  Lalo Magni; Davide M Raimondo; Luca Bossi; Chiara Dalla Man; Giuseppe De Nicolao; Boris Kovatchev; Claudio Cobelli
Journal:  J Diabetes Sci Technol       Date:  2007-11

Review 7.  Hyperglycemia and microvascular and macrovascular disease in diabetes.

Authors:  R Klein
Journal:  Diabetes Care       Date:  1995-02       Impact factor: 19.112

8.  Subcutaneous or intramuscular insulin injections.

Authors:  C P Smith; M A Sargent; B P Wilson; D A Price
Journal:  Arch Dis Child       Date:  1991-07       Impact factor: 3.791

9.  Clinical factors influencing the absorption of 125I-NPH insulin in diabetic patients.

Authors:  K Kølendorf; J Bojsen; T Deckert
Journal:  Horm Metab Res       Date:  1983-06       Impact factor: 2.936

10.  Prolonged plasma half-life of insulin in patients with a genetic defect of high affinity binding sites.

Authors:  M Dreyer; S Matthaei; J Kühnau; H W Rüdiger
Journal:  Horm Metab Res       Date:  1986-04       Impact factor: 2.936

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  4 in total

1.  Subcutaneous Insulin Administration: Sufficient Progress or Ongoing Need?

Authors:  Ronald J Pettis; Douglas Muchmore; Lutz Heinemann
Journal:  J Diabetes Sci Technol       Date:  2018-12-07

2.  The UVA/Padova Type 1 Diabetes Simulator Goes From Single Meal to Single Day.

Authors:  Roberto Visentin; Enrique Campos-Náñez; Michele Schiavon; Dayu Lv; Martina Vettoretti; Marc Breton; Boris P Kovatchev; Chiara Dalla Man; Claudio Cobelli
Journal:  J Diabetes Sci Technol       Date:  2018-02-16

3.  Clinical Impact of Blood Glucose Monitoring Accuracy: An In-Silico Study.

Authors:  Enrique Campos-Náñez; Kurt Fortwaengler; Marc D Breton
Journal:  J Diabetes Sci Technol       Date:  2017-06-01

Review 4.  Modeling of Diabetes and Its Clinical Impact.

Authors:  Katharina Fritzen; Lutz Heinemann; Oliver Schnell
Journal:  J Diabetes Sci Technol       Date:  2018-07-13
  4 in total

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