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Raman spectroscopy-based identification of toxoid vaccine products
Vaccines are complex biomedicines. Manufacturing is time consuming and requires a high level of quality control (QC) to guarantee consistent safety and potency. An increasing global demand has led to the need to reduce time and cost of manufacturing. The evolving concepts for QC and the upcoming thr...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6172244/ https://www.ncbi.nlm.nih.gov/pubmed/30323957 http://dx.doi.org/10.1038/s41541-018-0088-y |
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author | Silge, Anja Bocklitz, Thomas Becker, Bjoern Matheis, Walter Popp, Juergen Bekeredjian-Ding, Isabelle |
author_facet | Silge, Anja Bocklitz, Thomas Becker, Bjoern Matheis, Walter Popp, Juergen Bekeredjian-Ding, Isabelle |
author_sort | Silge, Anja |
collection | PubMed |
description | Vaccines are complex biomedicines. Manufacturing is time consuming and requires a high level of quality control (QC) to guarantee consistent safety and potency. An increasing global demand has led to the need to reduce time and cost of manufacturing. The evolving concepts for QC and the upcoming threat of falsification of biomedicines define a new need for methods that allow the fast and reliable identification of vaccines. Raman spectroscopy is a non-destructive technology already established in QC of classical medicines. We hypothesized that Raman spectroscopy could be used for identification and differentiation of vaccine products. Raman maps obtained from air-dried samples of combination vaccines containing antigens from tetanus, diphtheria and pertussis (DTaP vaccines) were summarized to compile product-specific Raman signatures. Sources of technical variance were emphasized to evaluate the robustness and sensitivity in downstream data analysis. The data management approach corrects for spatial inhomogeneities in the dried sample while offering a proper representation of the original samples inherent chemical signature. Reproducibility of the identification was validated by a leave-one-replicate-out cross-validation. The results highlighted the high specificity and sensitivity of Raman measurements in identifying DTaP vaccine products. The results pave the way for further exploitation of the Raman technology for identification of vaccines in batch release and cases of suspected falsification. |
format | Online Article Text |
id | pubmed-6172244 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-61722442018-10-15 Raman spectroscopy-based identification of toxoid vaccine products Silge, Anja Bocklitz, Thomas Becker, Bjoern Matheis, Walter Popp, Juergen Bekeredjian-Ding, Isabelle NPJ Vaccines Article Vaccines are complex biomedicines. Manufacturing is time consuming and requires a high level of quality control (QC) to guarantee consistent safety and potency. An increasing global demand has led to the need to reduce time and cost of manufacturing. The evolving concepts for QC and the upcoming threat of falsification of biomedicines define a new need for methods that allow the fast and reliable identification of vaccines. Raman spectroscopy is a non-destructive technology already established in QC of classical medicines. We hypothesized that Raman spectroscopy could be used for identification and differentiation of vaccine products. Raman maps obtained from air-dried samples of combination vaccines containing antigens from tetanus, diphtheria and pertussis (DTaP vaccines) were summarized to compile product-specific Raman signatures. Sources of technical variance were emphasized to evaluate the robustness and sensitivity in downstream data analysis. The data management approach corrects for spatial inhomogeneities in the dried sample while offering a proper representation of the original samples inherent chemical signature. Reproducibility of the identification was validated by a leave-one-replicate-out cross-validation. The results highlighted the high specificity and sensitivity of Raman measurements in identifying DTaP vaccine products. The results pave the way for further exploitation of the Raman technology for identification of vaccines in batch release and cases of suspected falsification. Nature Publishing Group UK 2018-10-04 /pmc/articles/PMC6172244/ /pubmed/30323957 http://dx.doi.org/10.1038/s41541-018-0088-y Text en © The Author(s) 2018 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Silge, Anja Bocklitz, Thomas Becker, Bjoern Matheis, Walter Popp, Juergen Bekeredjian-Ding, Isabelle Raman spectroscopy-based identification of toxoid vaccine products |
title | Raman spectroscopy-based identification of toxoid vaccine products |
title_full | Raman spectroscopy-based identification of toxoid vaccine products |
title_fullStr | Raman spectroscopy-based identification of toxoid vaccine products |
title_full_unstemmed | Raman spectroscopy-based identification of toxoid vaccine products |
title_short | Raman spectroscopy-based identification of toxoid vaccine products |
title_sort | raman spectroscopy-based identification of toxoid vaccine products |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6172244/ https://www.ncbi.nlm.nih.gov/pubmed/30323957 http://dx.doi.org/10.1038/s41541-018-0088-y |
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