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Raman microspectroscopy and Raman imaging reveal biomarkers specific for thoracic aortic aneurysms

Aortic rupture and dissection are life-threatening complications of ascending thoracic aortic aneurysms (aTAAs), and risk assessment has been largely based on the monitoring of lumen size enlargement. Temporal changes in the extracellular matrix (ECM), which has a critical impact on aortic remodelin...

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Autores principales: Sugiyama, Kaori, Marzi, Julia, Alber, Julia, Brauchle, Eva M., Ando, Masahiro, Yamashiro, Yoshito, Ramkhelawon, Bhama, Schenke-Layland, Katja, Yanagisawa, Hiromi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8149374/
https://www.ncbi.nlm.nih.gov/pubmed/34095874
http://dx.doi.org/10.1016/j.xcrm.2021.100261
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author Sugiyama, Kaori
Marzi, Julia
Alber, Julia
Brauchle, Eva M.
Ando, Masahiro
Yamashiro, Yoshito
Ramkhelawon, Bhama
Schenke-Layland, Katja
Yanagisawa, Hiromi
author_facet Sugiyama, Kaori
Marzi, Julia
Alber, Julia
Brauchle, Eva M.
Ando, Masahiro
Yamashiro, Yoshito
Ramkhelawon, Bhama
Schenke-Layland, Katja
Yanagisawa, Hiromi
author_sort Sugiyama, Kaori
collection PubMed
description Aortic rupture and dissection are life-threatening complications of ascending thoracic aortic aneurysms (aTAAs), and risk assessment has been largely based on the monitoring of lumen size enlargement. Temporal changes in the extracellular matrix (ECM), which has a critical impact on aortic remodeling, are not routinely evaluated, and cardiovascular biomarkers do not exist to predict aTAA formation. Here, Raman microspectroscopy and Raman imaging are used to identify spectral biomarkers specific for aTAAs in mice and humans by multivariate data analysis (MVA). Multivariate curve resolution-alternating least-squares (MCR-ALS) combined with Lasso regression reveals elastic fiber-derived (Ce1) and collagen fiber-derived (Cc6) components that are significantly increased in aTAA lesions of murine and human aortic tissues. In particular, Cc6 detects changes in amino acid residues, including phenylalanine, tyrosine, tryptophan, cysteine, aspartate, and glutamate. Ce1 and Cc6 may serve as diagnostic Raman biomarkers that detect alterations of amino acids derived from aneurysm lesions.
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spelling pubmed-81493742021-06-03 Raman microspectroscopy and Raman imaging reveal biomarkers specific for thoracic aortic aneurysms Sugiyama, Kaori Marzi, Julia Alber, Julia Brauchle, Eva M. Ando, Masahiro Yamashiro, Yoshito Ramkhelawon, Bhama Schenke-Layland, Katja Yanagisawa, Hiromi Cell Rep Med Article Aortic rupture and dissection are life-threatening complications of ascending thoracic aortic aneurysms (aTAAs), and risk assessment has been largely based on the monitoring of lumen size enlargement. Temporal changes in the extracellular matrix (ECM), which has a critical impact on aortic remodeling, are not routinely evaluated, and cardiovascular biomarkers do not exist to predict aTAA formation. Here, Raman microspectroscopy and Raman imaging are used to identify spectral biomarkers specific for aTAAs in mice and humans by multivariate data analysis (MVA). Multivariate curve resolution-alternating least-squares (MCR-ALS) combined with Lasso regression reveals elastic fiber-derived (Ce1) and collagen fiber-derived (Cc6) components that are significantly increased in aTAA lesions of murine and human aortic tissues. In particular, Cc6 detects changes in amino acid residues, including phenylalanine, tyrosine, tryptophan, cysteine, aspartate, and glutamate. Ce1 and Cc6 may serve as diagnostic Raman biomarkers that detect alterations of amino acids derived from aneurysm lesions. Elsevier 2021-04-28 /pmc/articles/PMC8149374/ /pubmed/34095874 http://dx.doi.org/10.1016/j.xcrm.2021.100261 Text en © 2021 The Author(s) 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 Article
Sugiyama, Kaori
Marzi, Julia
Alber, Julia
Brauchle, Eva M.
Ando, Masahiro
Yamashiro, Yoshito
Ramkhelawon, Bhama
Schenke-Layland, Katja
Yanagisawa, Hiromi
Raman microspectroscopy and Raman imaging reveal biomarkers specific for thoracic aortic aneurysms
title Raman microspectroscopy and Raman imaging reveal biomarkers specific for thoracic aortic aneurysms
title_full Raman microspectroscopy and Raman imaging reveal biomarkers specific for thoracic aortic aneurysms
title_fullStr Raman microspectroscopy and Raman imaging reveal biomarkers specific for thoracic aortic aneurysms
title_full_unstemmed Raman microspectroscopy and Raman imaging reveal biomarkers specific for thoracic aortic aneurysms
title_short Raman microspectroscopy and Raman imaging reveal biomarkers specific for thoracic aortic aneurysms
title_sort raman microspectroscopy and raman imaging reveal biomarkers specific for thoracic aortic aneurysms
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8149374/
https://www.ncbi.nlm.nih.gov/pubmed/34095874
http://dx.doi.org/10.1016/j.xcrm.2021.100261
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