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A non-invasive multipoint product temperature measurement for pharmaceutical lyophilization
Monitoring product temperature during lyophilization is critical, especially during the process development stage, as the final product may be jeopardized if its process temperature exceeds a threshold value. Also, in-situ temperature monitoring of the product gives the capability of creating an opt...
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/PMC9283482/ https://www.ncbi.nlm.nih.gov/pubmed/35835977 http://dx.doi.org/10.1038/s41598-022-16073-x |
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author | Jiang, Xiaofan Kazarin, Petr Sinanis, Michael D. Darwish, Ahmad Raghunathan, Nithin Alexeenko, Alina Peroulis, Dimitrios |
author_facet | Jiang, Xiaofan Kazarin, Petr Sinanis, Michael D. Darwish, Ahmad Raghunathan, Nithin Alexeenko, Alina Peroulis, Dimitrios |
author_sort | Jiang, Xiaofan |
collection | PubMed |
description | Monitoring product temperature during lyophilization is critical, especially during the process development stage, as the final product may be jeopardized if its process temperature exceeds a threshold value. Also, in-situ temperature monitoring of the product gives the capability of creating an optimized closed-loop lyophilization process. While conventional thermocouples can track product temperature, they are invasive, limited to a single-point measurement, and can significantly alter the freezing and drying behavior of the product in the monitored vial. This work has developed a new methodology that combines non-invasive temperature monitoring and comprehensive modeling. It allows the accurate reconstruction of the complete temperature profile of the product inside the vial during the lyophilization process. The proposed methodology is experimentally validated by combining the sensors’ wirelessly collected data with the advanced multiphysics simulations. The flexible wireless multi-point temperature sensing probe is produced using micro-manufacturing techniques and attached outside the vial, allowing for accurate extraction of the product temperature. |
format | Online Article Text |
id | pubmed-9283482 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92834822022-07-16 A non-invasive multipoint product temperature measurement for pharmaceutical lyophilization Jiang, Xiaofan Kazarin, Petr Sinanis, Michael D. Darwish, Ahmad Raghunathan, Nithin Alexeenko, Alina Peroulis, Dimitrios Sci Rep Article Monitoring product temperature during lyophilization is critical, especially during the process development stage, as the final product may be jeopardized if its process temperature exceeds a threshold value. Also, in-situ temperature monitoring of the product gives the capability of creating an optimized closed-loop lyophilization process. While conventional thermocouples can track product temperature, they are invasive, limited to a single-point measurement, and can significantly alter the freezing and drying behavior of the product in the monitored vial. This work has developed a new methodology that combines non-invasive temperature monitoring and comprehensive modeling. It allows the accurate reconstruction of the complete temperature profile of the product inside the vial during the lyophilization process. The proposed methodology is experimentally validated by combining the sensors’ wirelessly collected data with the advanced multiphysics simulations. The flexible wireless multi-point temperature sensing probe is produced using micro-manufacturing techniques and attached outside the vial, allowing for accurate extraction of the product temperature. Nature Publishing Group UK 2022-07-14 /pmc/articles/PMC9283482/ /pubmed/35835977 http://dx.doi.org/10.1038/s41598-022-16073-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 Jiang, Xiaofan Kazarin, Petr Sinanis, Michael D. Darwish, Ahmad Raghunathan, Nithin Alexeenko, Alina Peroulis, Dimitrios A non-invasive multipoint product temperature measurement for pharmaceutical lyophilization |
title | A non-invasive multipoint product temperature measurement for pharmaceutical lyophilization |
title_full | A non-invasive multipoint product temperature measurement for pharmaceutical lyophilization |
title_fullStr | A non-invasive multipoint product temperature measurement for pharmaceutical lyophilization |
title_full_unstemmed | A non-invasive multipoint product temperature measurement for pharmaceutical lyophilization |
title_short | A non-invasive multipoint product temperature measurement for pharmaceutical lyophilization |
title_sort | non-invasive multipoint product temperature measurement for pharmaceutical lyophilization |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283482/ https://www.ncbi.nlm.nih.gov/pubmed/35835977 http://dx.doi.org/10.1038/s41598-022-16073-x |
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