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Through-container quantitative analysis of hand sanitizers using spatially offset Raman spectroscopy
The COVID-19 pandemic created an increased demand for hygiene supplies such as hand sanitizers. In response, a large number of new domestic or imported hand sanitizer products entered the US market. Some of these products were later found to be out of specification. Here, to quickly assess the quali...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9814617/ https://www.ncbi.nlm.nih.gov/pubmed/36697655 http://dx.doi.org/10.1038/s42004-021-00563-6 |
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author | Gupta, Nirzari Rodriguez, Jason D. Yilmaz, Huzeyfe |
author_facet | Gupta, Nirzari Rodriguez, Jason D. Yilmaz, Huzeyfe |
author_sort | Gupta, Nirzari |
collection | PubMed |
description | The COVID-19 pandemic created an increased demand for hygiene supplies such as hand sanitizers. In response, a large number of new domestic or imported hand sanitizer products entered the US market. Some of these products were later found to be out of specification. Here, to quickly assess the quality of the hand sanitizer products, a quantitative, through-container screening method was developed for rapid and non-destructive screening. Using spatially offset Raman spectroscopy (SORS) and support vector regression (SVR), active ingredients (e.g., type of alcohol) of 173 commercial and in-house products were identified and quantified regardless of the container material or opacity. Alcohol content in hand sanitizer formulations were predicted with high accuracy [Formula: see text] using SVR and [Formula: see text] of the substandard test samples were identified. In sum, a SORS-SVR method was developed and used for testing medical countermeasures used against COVID-19, demonstrating a potential for high-volume testing during public health threats. |
format | Online Article Text |
id | pubmed-9814617 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-98146172023-01-10 Through-container quantitative analysis of hand sanitizers using spatially offset Raman spectroscopy Gupta, Nirzari Rodriguez, Jason D. Yilmaz, Huzeyfe Commun Chem Article The COVID-19 pandemic created an increased demand for hygiene supplies such as hand sanitizers. In response, a large number of new domestic or imported hand sanitizer products entered the US market. Some of these products were later found to be out of specification. Here, to quickly assess the quality of the hand sanitizer products, a quantitative, through-container screening method was developed for rapid and non-destructive screening. Using spatially offset Raman spectroscopy (SORS) and support vector regression (SVR), active ingredients (e.g., type of alcohol) of 173 commercial and in-house products were identified and quantified regardless of the container material or opacity. Alcohol content in hand sanitizer formulations were predicted with high accuracy [Formula: see text] using SVR and [Formula: see text] of the substandard test samples were identified. In sum, a SORS-SVR method was developed and used for testing medical countermeasures used against COVID-19, demonstrating a potential for high-volume testing during public health threats. Nature Publishing Group UK 2021-09-02 /pmc/articles/PMC9814617/ /pubmed/36697655 http://dx.doi.org/10.1038/s42004-021-00563-6 Text en © This is a U.S. government work and not under copyright protection in the U.S.; foreign copyright protection may apply 2021 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 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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Gupta, Nirzari Rodriguez, Jason D. Yilmaz, Huzeyfe Through-container quantitative analysis of hand sanitizers using spatially offset Raman spectroscopy |
title | Through-container quantitative analysis of hand sanitizers using spatially offset Raman spectroscopy |
title_full | Through-container quantitative analysis of hand sanitizers using spatially offset Raman spectroscopy |
title_fullStr | Through-container quantitative analysis of hand sanitizers using spatially offset Raman spectroscopy |
title_full_unstemmed | Through-container quantitative analysis of hand sanitizers using spatially offset Raman spectroscopy |
title_short | Through-container quantitative analysis of hand sanitizers using spatially offset Raman spectroscopy |
title_sort | through-container quantitative analysis of hand sanitizers using spatially offset raman spectroscopy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9814617/ https://www.ncbi.nlm.nih.gov/pubmed/36697655 http://dx.doi.org/10.1038/s42004-021-00563-6 |
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