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Label-free analytic histology of carotid atherosclerosis by mid-infrared optoacoustic microscopy

BACKGROUND AND AIMS: Analysis of atherosclerotic plaque composition is a vital tool for unraveling the pathological metabolic processes that contribute to plaque growth. METHODS: We visualize the constitution of human carotid plaques by mid-infrared optoacoustic microscopy (MiROM), a method for labe...

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Autores principales: Visscher, Mirjam, Pleitez, Miguel A., Van Gaalen, Kim, Nieuwenhuizen-Bakker, Ingeborg M., Ntziachristos, Vasilis, Van Soest, Gijs
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9020099/
https://www.ncbi.nlm.nih.gov/pubmed/35465607
http://dx.doi.org/10.1016/j.pacs.2022.100354
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author Visscher, Mirjam
Pleitez, Miguel A.
Van Gaalen, Kim
Nieuwenhuizen-Bakker, Ingeborg M.
Ntziachristos, Vasilis
Van Soest, Gijs
author_facet Visscher, Mirjam
Pleitez, Miguel A.
Van Gaalen, Kim
Nieuwenhuizen-Bakker, Ingeborg M.
Ntziachristos, Vasilis
Van Soest, Gijs
author_sort Visscher, Mirjam
collection PubMed
description BACKGROUND AND AIMS: Analysis of atherosclerotic plaque composition is a vital tool for unraveling the pathological metabolic processes that contribute to plaque growth. METHODS: We visualize the constitution of human carotid plaques by mid-infrared optoacoustic microscopy (MiROM), a method for label-free analytic histology that requires minimal tissue preparation, rapidly yielding large field-of-view en-face images with a resolution of a few micrometers. We imaged endarterectomy specimens (n = 3, 12 sections total) at specific vibrational modes, targeting carbohydrates, lipids and proteins. Additionally, we recorded spectra at selected tissue locations. We identified correlations in the variability in this high-dimensional data set using non-negative matrix factorization (NMF). RESULTS: We visualized high-risk plaque features with molecular assignment. Consistent NMF components relate to different dominant tissue constituents, dominated by lipids, proteins, and cholesterol and carbohydrates respectively. CONCLUSIONS: These results introduce MiROM as an innovative, stain-free, analytic histology technology for the biochemical characterization of complex human vascular pathology.
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spelling pubmed-90200992022-04-21 Label-free analytic histology of carotid atherosclerosis by mid-infrared optoacoustic microscopy Visscher, Mirjam Pleitez, Miguel A. Van Gaalen, Kim Nieuwenhuizen-Bakker, Ingeborg M. Ntziachristos, Vasilis Van Soest, Gijs Photoacoustics Research Article BACKGROUND AND AIMS: Analysis of atherosclerotic plaque composition is a vital tool for unraveling the pathological metabolic processes that contribute to plaque growth. METHODS: We visualize the constitution of human carotid plaques by mid-infrared optoacoustic microscopy (MiROM), a method for label-free analytic histology that requires minimal tissue preparation, rapidly yielding large field-of-view en-face images with a resolution of a few micrometers. We imaged endarterectomy specimens (n = 3, 12 sections total) at specific vibrational modes, targeting carbohydrates, lipids and proteins. Additionally, we recorded spectra at selected tissue locations. We identified correlations in the variability in this high-dimensional data set using non-negative matrix factorization (NMF). RESULTS: We visualized high-risk plaque features with molecular assignment. Consistent NMF components relate to different dominant tissue constituents, dominated by lipids, proteins, and cholesterol and carbohydrates respectively. CONCLUSIONS: These results introduce MiROM as an innovative, stain-free, analytic histology technology for the biochemical characterization of complex human vascular pathology. Elsevier 2022-04-11 /pmc/articles/PMC9020099/ /pubmed/35465607 http://dx.doi.org/10.1016/j.pacs.2022.100354 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Visscher, Mirjam
Pleitez, Miguel A.
Van Gaalen, Kim
Nieuwenhuizen-Bakker, Ingeborg M.
Ntziachristos, Vasilis
Van Soest, Gijs
Label-free analytic histology of carotid atherosclerosis by mid-infrared optoacoustic microscopy
title Label-free analytic histology of carotid atherosclerosis by mid-infrared optoacoustic microscopy
title_full Label-free analytic histology of carotid atherosclerosis by mid-infrared optoacoustic microscopy
title_fullStr Label-free analytic histology of carotid atherosclerosis by mid-infrared optoacoustic microscopy
title_full_unstemmed Label-free analytic histology of carotid atherosclerosis by mid-infrared optoacoustic microscopy
title_short Label-free analytic histology of carotid atherosclerosis by mid-infrared optoacoustic microscopy
title_sort label-free analytic histology of carotid atherosclerosis by mid-infrared optoacoustic microscopy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9020099/
https://www.ncbi.nlm.nih.gov/pubmed/35465607
http://dx.doi.org/10.1016/j.pacs.2022.100354
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