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Modeling Intraperitoneal Insulin Absorption in Patients with Type 1 Diabetes

Standard insulin therapy to treat type 1 diabetes (T1D) consists of exogenous insulin administration through the subcutaneous (SC) tissue. Despite recent advances in insulin formulations, the SC route still suffers from delays and large inter/intra-subject variability that limiting optimal glucose c...

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Autores principales: Schiavon, Michele, Cobelli, Claudio, Dalla Man, Chiara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8465342/
https://www.ncbi.nlm.nih.gov/pubmed/34564415
http://dx.doi.org/10.3390/metabo11090600
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author Schiavon, Michele
Cobelli, Claudio
Dalla Man, Chiara
author_facet Schiavon, Michele
Cobelli, Claudio
Dalla Man, Chiara
author_sort Schiavon, Michele
collection PubMed
description Standard insulin therapy to treat type 1 diabetes (T1D) consists of exogenous insulin administration through the subcutaneous (SC) tissue. Despite recent advances in insulin formulations, the SC route still suffers from delays and large inter/intra-subject variability that limiting optimal glucose control. Intraperitoneal (IP) insulin administration, despite its higher invasiveness, was shown to represent a valid alternative to the SC one. To date, no mathematical model describing the absorption and distribution of insulin after IP administration is available. Here, we aim to fill this gap by using data from eight patients with T1D, treated by implanted IP pump, studied in a hospitalized setting, with frequent measurements of plasma insulin and glucose concentration. A battery of models describing insulin kinetics after IP administration were tested. Model comparison and selection were performed based on model ability to predict the data, precision of parameters and parsimony criteria. The selected model assumed that the insulin absorption from the IP space was described by a linear, two-compartment model, coupled with a two-compartment model of whole-body insulin kinetics with hepatic insulin extraction controlled by hepatic insulin. Future developments include model incorporation into the UVa/Padova T1D Simulator for testing open- and closed-loop therapies with IP insulin administration.
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spelling pubmed-84653422021-09-27 Modeling Intraperitoneal Insulin Absorption in Patients with Type 1 Diabetes Schiavon, Michele Cobelli, Claudio Dalla Man, Chiara Metabolites Article Standard insulin therapy to treat type 1 diabetes (T1D) consists of exogenous insulin administration through the subcutaneous (SC) tissue. Despite recent advances in insulin formulations, the SC route still suffers from delays and large inter/intra-subject variability that limiting optimal glucose control. Intraperitoneal (IP) insulin administration, despite its higher invasiveness, was shown to represent a valid alternative to the SC one. To date, no mathematical model describing the absorption and distribution of insulin after IP administration is available. Here, we aim to fill this gap by using data from eight patients with T1D, treated by implanted IP pump, studied in a hospitalized setting, with frequent measurements of plasma insulin and glucose concentration. A battery of models describing insulin kinetics after IP administration were tested. Model comparison and selection were performed based on model ability to predict the data, precision of parameters and parsimony criteria. The selected model assumed that the insulin absorption from the IP space was described by a linear, two-compartment model, coupled with a two-compartment model of whole-body insulin kinetics with hepatic insulin extraction controlled by hepatic insulin. Future developments include model incorporation into the UVa/Padova T1D Simulator for testing open- and closed-loop therapies with IP insulin administration. MDPI 2021-09-03 /pmc/articles/PMC8465342/ /pubmed/34564415 http://dx.doi.org/10.3390/metabo11090600 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Schiavon, Michele
Cobelli, Claudio
Dalla Man, Chiara
Modeling Intraperitoneal Insulin Absorption in Patients with Type 1 Diabetes
title Modeling Intraperitoneal Insulin Absorption in Patients with Type 1 Diabetes
title_full Modeling Intraperitoneal Insulin Absorption in Patients with Type 1 Diabetes
title_fullStr Modeling Intraperitoneal Insulin Absorption in Patients with Type 1 Diabetes
title_full_unstemmed Modeling Intraperitoneal Insulin Absorption in Patients with Type 1 Diabetes
title_short Modeling Intraperitoneal Insulin Absorption in Patients with Type 1 Diabetes
title_sort modeling intraperitoneal insulin absorption in patients with type 1 diabetes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8465342/
https://www.ncbi.nlm.nih.gov/pubmed/34564415
http://dx.doi.org/10.3390/metabo11090600
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