TY - JOUR
T1 - Label-free analytic histology of carotid atherosclerosis by mid-infrared optoacoustic microscopy
AU - Visscher, Mirjam
AU - Pleitez, Miguel A.
AU - Van Gaalen, Kim
AU - Nieuwenhuizen-Bakker, Ingeborg M.
AU - Ntziachristos, Vasilis
AU - Van Soest, Gijs
N1 - Funding Information:
This work is supported by Stichting Fonds Dr. Catharine van Tussenbroek and Nederlandse Organisatie voor Wetenschappelijk Onderzoek , project number: Vici 16131 .
Publisher Copyright:
© 2022 The Authors
PY - 2022/6
Y1 - 2022/6
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85127802007&partnerID=8YFLogxK
U2 - 10.1016/j.pacs.2022.100354
DO - 10.1016/j.pacs.2022.100354
M3 - Article
AN - SCOPUS:85127802007
VL - 26
JO - Photoacoustics
JF - Photoacoustics
SN - 2213-5979
M1 - 100354
ER -