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Multispectral Imaging Method for Rapid Identification and Analysis of Paraffin-Embedded Pathological Tissues

The study of the interaction between light and biological tissue is of great help in the identification of diseases as well as structural alterations in tissues. In the present study, we have developed a tissue diagnostic technique by using multispectral imaging in the visible spectrum combined with...

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Autores principales: Sijilmassi, Ouafa, López Alonso, José-Manuel, Del Río Sevilla, Aurora, Barrio Asensio, María del Carmen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10406798/
https://www.ncbi.nlm.nih.gov/pubmed/37072579
http://dx.doi.org/10.1007/s10278-023-00826-9
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author Sijilmassi, Ouafa
López Alonso, José-Manuel
Del Río Sevilla, Aurora
Barrio Asensio, María del Carmen
author_facet Sijilmassi, Ouafa
López Alonso, José-Manuel
Del Río Sevilla, Aurora
Barrio Asensio, María del Carmen
author_sort Sijilmassi, Ouafa
collection PubMed
description The study of the interaction between light and biological tissue is of great help in the identification of diseases as well as structural alterations in tissues. In the present study, we have developed a tissue diagnostic technique by using multispectral imaging in the visible spectrum combined with principal component analysis (PCA). We used information from the propagation of light through paraffin-embedded tissues to assess differences in the eye tissues of control mouse embryos compared to mouse embryos whose mothers were deprived of folic acid (FA), a crucial vitamin necessary for the growth and development of the fetus. After acquiring the endmembers from the multispectral images, spectral unmixing was used to identify the abundances of those endmembers in each pixel. For each acquired image, the final analysis was performed by performing a pixel-by-pixel and wavelength-by-wavelength absorbance calculation. Non-negative least squares (NNLS) were used in this research. The abundance maps obtained for the first endmember revealed vascular alterations (vitreous and choroid) in the embryos with maternal FA deficiency. However, the abundance maps obtained for the third endmember showed alterations in the texture of some tissues such as the lens and retina. Results indicated that multispectral imaging applied to paraffin-embedded tissues enhanced tissue visualization. Using this method, first, it can be seen tissue damage location and then decide what kind of biological techniques to apply.
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spelling pubmed-104067982023-08-09 Multispectral Imaging Method for Rapid Identification and Analysis of Paraffin-Embedded Pathological Tissues Sijilmassi, Ouafa López Alonso, José-Manuel Del Río Sevilla, Aurora Barrio Asensio, María del Carmen J Digit Imaging Article The study of the interaction between light and biological tissue is of great help in the identification of diseases as well as structural alterations in tissues. In the present study, we have developed a tissue diagnostic technique by using multispectral imaging in the visible spectrum combined with principal component analysis (PCA). We used information from the propagation of light through paraffin-embedded tissues to assess differences in the eye tissues of control mouse embryos compared to mouse embryos whose mothers were deprived of folic acid (FA), a crucial vitamin necessary for the growth and development of the fetus. After acquiring the endmembers from the multispectral images, spectral unmixing was used to identify the abundances of those endmembers in each pixel. For each acquired image, the final analysis was performed by performing a pixel-by-pixel and wavelength-by-wavelength absorbance calculation. Non-negative least squares (NNLS) were used in this research. The abundance maps obtained for the first endmember revealed vascular alterations (vitreous and choroid) in the embryos with maternal FA deficiency. However, the abundance maps obtained for the third endmember showed alterations in the texture of some tissues such as the lens and retina. Results indicated that multispectral imaging applied to paraffin-embedded tissues enhanced tissue visualization. Using this method, first, it can be seen tissue damage location and then decide what kind of biological techniques to apply. Springer International Publishing 2023-04-18 2023-08 /pmc/articles/PMC10406798/ /pubmed/37072579 http://dx.doi.org/10.1007/s10278-023-00826-9 Text en © The Author(s) 2023 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
Sijilmassi, Ouafa
López Alonso, José-Manuel
Del Río Sevilla, Aurora
Barrio Asensio, María del Carmen
Multispectral Imaging Method for Rapid Identification and Analysis of Paraffin-Embedded Pathological Tissues
title Multispectral Imaging Method for Rapid Identification and Analysis of Paraffin-Embedded Pathological Tissues
title_full Multispectral Imaging Method for Rapid Identification and Analysis of Paraffin-Embedded Pathological Tissues
title_fullStr Multispectral Imaging Method for Rapid Identification and Analysis of Paraffin-Embedded Pathological Tissues
title_full_unstemmed Multispectral Imaging Method for Rapid Identification and Analysis of Paraffin-Embedded Pathological Tissues
title_short Multispectral Imaging Method for Rapid Identification and Analysis of Paraffin-Embedded Pathological Tissues
title_sort multispectral imaging method for rapid identification and analysis of paraffin-embedded pathological tissues
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10406798/
https://www.ncbi.nlm.nih.gov/pubmed/37072579
http://dx.doi.org/10.1007/s10278-023-00826-9
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