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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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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. |
format | Online Article Text |
id | pubmed-8149374 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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