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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...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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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. |
format | Online Article Text |
id | pubmed-8933496 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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