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Optimization of an O(2)-balanced bioartificial pancreas for type 1 diabetes using statistical design of experiment

A bioartificial pancreas (BAP) encapsulating high pancreatic islets concentration is a promising alternative for type 1 diabetes therapy. However, the main limitation of this approach is O(2) supply, especially until graft neovascularization. Here, we described a methodology to design an optimal O(2...

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Autores principales: Mouré, Anne, Bekir, Sawsen, Bacou, Elodie, Pruvost, Quentin, Haurogné, Karine, Allard, Marie, De Beaurepaire, Laurence, Bosch, Steffi, Riochet, David, Gauthier, Olivier, Blancho, Gilles, Soulillou, Jean-Paul, Poncelet, Denis, Mignot, Grégoire, Courcoux, Philippe, Jegou, Dominique, Bach, Jean-Marie, Mosser, Mathilde
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933496/
https://www.ncbi.nlm.nih.gov/pubmed/35304495
http://dx.doi.org/10.1038/s41598-022-07887-w
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author Mouré, Anne
Bekir, Sawsen
Bacou, Elodie
Pruvost, Quentin
Haurogné, Karine
Allard, Marie
De Beaurepaire, Laurence
Bosch, Steffi
Riochet, David
Gauthier, Olivier
Blancho, Gilles
Soulillou, Jean-Paul
Poncelet, Denis
Mignot, Grégoire
Courcoux, Philippe
Jegou, Dominique
Bach, Jean-Marie
Mosser, Mathilde
author_facet Mouré, Anne
Bekir, Sawsen
Bacou, Elodie
Pruvost, Quentin
Haurogné, Karine
Allard, Marie
De Beaurepaire, Laurence
Bosch, Steffi
Riochet, David
Gauthier, Olivier
Blancho, Gilles
Soulillou, Jean-Paul
Poncelet, Denis
Mignot, Grégoire
Courcoux, Philippe
Jegou, Dominique
Bach, Jean-Marie
Mosser, Mathilde
author_sort Mouré, Anne
collection PubMed
description A bioartificial pancreas (BAP) encapsulating high pancreatic islets concentration is a promising alternative for type 1 diabetes therapy. However, the main limitation of this approach is O(2) supply, especially until graft neovascularization. Here, we described a methodology to design an optimal O(2)-balanced BAP using statistical design of experiment (DoE). A full factorial DoE was first performed to screen two O(2)-technologies on their ability to preserve pseudo-islet viability and function under hypoxia and normoxia. Then, response surface methodology was used to define the optimal O(2)-carrier and islet seeding concentrations to maximize the number of viable pseudo-islets in the BAP containing an O(2)-generator under hypoxia. Monitoring of viability, function and maturation of neonatal pig islets for 15 days in vitro demonstrated the efficiency of the optimal O(2)-balanced BAP. The findings should allow the design of a more realistic BAP for humans with high islets concentration by maintaining the O(2) balance in the device.
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spelling pubmed-89334962022-03-28 Optimization of an O(2)-balanced bioartificial pancreas for type 1 diabetes using statistical design of experiment Mouré, Anne Bekir, Sawsen Bacou, Elodie Pruvost, Quentin Haurogné, Karine Allard, Marie De Beaurepaire, Laurence Bosch, Steffi Riochet, David Gauthier, Olivier Blancho, Gilles Soulillou, Jean-Paul Poncelet, Denis Mignot, Grégoire Courcoux, Philippe Jegou, Dominique Bach, Jean-Marie Mosser, Mathilde Sci Rep Article A bioartificial pancreas (BAP) encapsulating high pancreatic islets concentration is a promising alternative for type 1 diabetes therapy. However, the main limitation of this approach is O(2) supply, especially until graft neovascularization. Here, we described a methodology to design an optimal O(2)-balanced BAP using statistical design of experiment (DoE). A full factorial DoE was first performed to screen two O(2)-technologies on their ability to preserve pseudo-islet viability and function under hypoxia and normoxia. Then, response surface methodology was used to define the optimal O(2)-carrier and islet seeding concentrations to maximize the number of viable pseudo-islets in the BAP containing an O(2)-generator under hypoxia. Monitoring of viability, function and maturation of neonatal pig islets for 15 days in vitro demonstrated the efficiency of the optimal O(2)-balanced BAP. The findings should allow the design of a more realistic BAP for humans with high islets concentration by maintaining the O(2) balance in the device. Nature Publishing Group UK 2022-03-18 /pmc/articles/PMC8933496/ /pubmed/35304495 http://dx.doi.org/10.1038/s41598-022-07887-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Mouré, Anne
Bekir, Sawsen
Bacou, Elodie
Pruvost, Quentin
Haurogné, Karine
Allard, Marie
De Beaurepaire, Laurence
Bosch, Steffi
Riochet, David
Gauthier, Olivier
Blancho, Gilles
Soulillou, Jean-Paul
Poncelet, Denis
Mignot, Grégoire
Courcoux, Philippe
Jegou, Dominique
Bach, Jean-Marie
Mosser, Mathilde
Optimization of an O(2)-balanced bioartificial pancreas for type 1 diabetes using statistical design of experiment
title Optimization of an O(2)-balanced bioartificial pancreas for type 1 diabetes using statistical design of experiment
title_full Optimization of an O(2)-balanced bioartificial pancreas for type 1 diabetes using statistical design of experiment
title_fullStr Optimization of an O(2)-balanced bioartificial pancreas for type 1 diabetes using statistical design of experiment
title_full_unstemmed Optimization of an O(2)-balanced bioartificial pancreas for type 1 diabetes using statistical design of experiment
title_short Optimization of an O(2)-balanced bioartificial pancreas for type 1 diabetes using statistical design of experiment
title_sort optimization of an o(2)-balanced bioartificial pancreas for type 1 diabetes using statistical design of experiment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933496/
https://www.ncbi.nlm.nih.gov/pubmed/35304495
http://dx.doi.org/10.1038/s41598-022-07887-w
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