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Image of the distribution profile of targets in skin by Raman spectroscopy‐based multivariate analysis
Raman spectroscopic imaging is a label‐free spectral technology to investigate the distribution of transdermal targets in skin. However, it is difficult to analyze low content of analytes in skin by direct imaging analysis. Combining Raman mapping technology with multiple linear regression algorithm...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9907605/ https://www.ncbi.nlm.nih.gov/pubmed/34751463 http://dx.doi.org/10.1111/srt.13114 |
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author | Kang, Yan Zhang, Feiyu |
author_facet | Kang, Yan Zhang, Feiyu |
author_sort | Kang, Yan |
collection | PubMed |
description | Raman spectroscopic imaging is a label‐free spectral technology to investigate the distribution of transdermal targets in skin. However, it is difficult to analyze low content of analytes in skin by direct imaging analysis. Combining Raman mapping technology with multiple linear regression algorithms, concentration contribution factor of targets in ex vivo human skin tissue at every point has been calculated. The distribution profiles are visualized as heat maps demonstrating the targets levels in different skin layers. This method has been successfully employed to investigate the vibrational imaging of distribution of hyaluronic acid and lidocaine in skin. Moreover, three dimensional (3D) images of the penetration profiles of hyaluronic acid with different molecular weight have been obtained. The results from 3D images were in good agreement with these from two‐dimensional images, indicating that this method was a reliable way for monitoring the distribution of targets in skin. |
format | Online Article Text |
id | pubmed-9907605 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99076052023-04-13 Image of the distribution profile of targets in skin by Raman spectroscopy‐based multivariate analysis Kang, Yan Zhang, Feiyu Skin Res Technol Original Articles Raman spectroscopic imaging is a label‐free spectral technology to investigate the distribution of transdermal targets in skin. However, it is difficult to analyze low content of analytes in skin by direct imaging analysis. Combining Raman mapping technology with multiple linear regression algorithms, concentration contribution factor of targets in ex vivo human skin tissue at every point has been calculated. The distribution profiles are visualized as heat maps demonstrating the targets levels in different skin layers. This method has been successfully employed to investigate the vibrational imaging of distribution of hyaluronic acid and lidocaine in skin. Moreover, three dimensional (3D) images of the penetration profiles of hyaluronic acid with different molecular weight have been obtained. The results from 3D images were in good agreement with these from two‐dimensional images, indicating that this method was a reliable way for monitoring the distribution of targets in skin. John Wiley and Sons Inc. 2021-11-09 /pmc/articles/PMC9907605/ /pubmed/34751463 http://dx.doi.org/10.1111/srt.13114 Text en © 2021 The Authors. Skin Research and Technology published by John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Original Articles Kang, Yan Zhang, Feiyu Image of the distribution profile of targets in skin by Raman spectroscopy‐based multivariate analysis |
title | Image of the distribution profile of targets in skin by Raman spectroscopy‐based multivariate analysis |
title_full | Image of the distribution profile of targets in skin by Raman spectroscopy‐based multivariate analysis |
title_fullStr | Image of the distribution profile of targets in skin by Raman spectroscopy‐based multivariate analysis |
title_full_unstemmed | Image of the distribution profile of targets in skin by Raman spectroscopy‐based multivariate analysis |
title_short | Image of the distribution profile of targets in skin by Raman spectroscopy‐based multivariate analysis |
title_sort | image of the distribution profile of targets in skin by raman spectroscopy‐based multivariate analysis |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9907605/ https://www.ncbi.nlm.nih.gov/pubmed/34751463 http://dx.doi.org/10.1111/srt.13114 |
work_keys_str_mv | AT kangyan imageofthedistributionprofileoftargetsinskinbyramanspectroscopybasedmultivariateanalysis AT zhangfeiyu imageofthedistributionprofileoftargetsinskinbyramanspectroscopybasedmultivariateanalysis |