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Label-free Evaluation of Myocardial Infarct in Surgically Excised Ventricular Myocardium by Raman Spectroscopy

Understanding the viability of the ischemic myocardial tissue is a critical issue in determining the appropriate surgical procedure for patients with chronic heart failure after myocardial infarction (MI). Conventional MI evaluation methods are; however, preoperatively performed and/or give an indir...

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Autores principales: Yamamoto, Tsunehisa, Minamikawa, Takeo, Harada, Yoshinori, Yamaoka, Yoshihisa, Tanaka, Hideo, Yaku, Hitoshi, Takamatsu, Tetsuro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6168494/
https://www.ncbi.nlm.nih.gov/pubmed/30279495
http://dx.doi.org/10.1038/s41598-018-33025-6
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author Yamamoto, Tsunehisa
Minamikawa, Takeo
Harada, Yoshinori
Yamaoka, Yoshihisa
Tanaka, Hideo
Yaku, Hitoshi
Takamatsu, Tetsuro
author_facet Yamamoto, Tsunehisa
Minamikawa, Takeo
Harada, Yoshinori
Yamaoka, Yoshihisa
Tanaka, Hideo
Yaku, Hitoshi
Takamatsu, Tetsuro
author_sort Yamamoto, Tsunehisa
collection PubMed
description Understanding the viability of the ischemic myocardial tissue is a critical issue in determining the appropriate surgical procedure for patients with chronic heart failure after myocardial infarction (MI). Conventional MI evaluation methods are; however, preoperatively performed and/or give an indirect information of myocardial viability such as shape, color, and blood flow. In this study, we realize the evaluation of MI in patients undergoing cardiac surgery by Raman spectroscopy under label-free conditions, which is based on intrinsic molecular constituents related to myocardial viability. We identify key signatures of Raman spectra for the evaluation of myocardial viability by evaluating the infarct border zone myocardium that were excised from five patients under surgical ventricular restoration. We also obtain a prediction model to differentiate the infarcted myocardium from the non-infarcted myocardium by applying partial least squares regression-discriminant analysis (PLS-DA) to the Raman spectra. Our prediction model enables identification of the infarcted tissues and the non-infarcted tissues with sensitivities of 99.98% and 99.92%, respectively. Furthermore, the prediction model of the Raman images of the infarct border zone enabled us to visualize boundaries between these distinct regions. Our novel application of Raman spectroscopy to the human heart would be a useful means for the detection of myocardial viability during surgery.
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spelling pubmed-61684942018-10-05 Label-free Evaluation of Myocardial Infarct in Surgically Excised Ventricular Myocardium by Raman Spectroscopy Yamamoto, Tsunehisa Minamikawa, Takeo Harada, Yoshinori Yamaoka, Yoshihisa Tanaka, Hideo Yaku, Hitoshi Takamatsu, Tetsuro Sci Rep Article Understanding the viability of the ischemic myocardial tissue is a critical issue in determining the appropriate surgical procedure for patients with chronic heart failure after myocardial infarction (MI). Conventional MI evaluation methods are; however, preoperatively performed and/or give an indirect information of myocardial viability such as shape, color, and blood flow. In this study, we realize the evaluation of MI in patients undergoing cardiac surgery by Raman spectroscopy under label-free conditions, which is based on intrinsic molecular constituents related to myocardial viability. We identify key signatures of Raman spectra for the evaluation of myocardial viability by evaluating the infarct border zone myocardium that were excised from five patients under surgical ventricular restoration. We also obtain a prediction model to differentiate the infarcted myocardium from the non-infarcted myocardium by applying partial least squares regression-discriminant analysis (PLS-DA) to the Raman spectra. Our prediction model enables identification of the infarcted tissues and the non-infarcted tissues with sensitivities of 99.98% and 99.92%, respectively. Furthermore, the prediction model of the Raman images of the infarct border zone enabled us to visualize boundaries between these distinct regions. Our novel application of Raman spectroscopy to the human heart would be a useful means for the detection of myocardial viability during surgery. Nature Publishing Group UK 2018-10-02 /pmc/articles/PMC6168494/ /pubmed/30279495 http://dx.doi.org/10.1038/s41598-018-33025-6 Text en © The Author(s) 2018 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Yamamoto, Tsunehisa
Minamikawa, Takeo
Harada, Yoshinori
Yamaoka, Yoshihisa
Tanaka, Hideo
Yaku, Hitoshi
Takamatsu, Tetsuro
Label-free Evaluation of Myocardial Infarct in Surgically Excised Ventricular Myocardium by Raman Spectroscopy
title Label-free Evaluation of Myocardial Infarct in Surgically Excised Ventricular Myocardium by Raman Spectroscopy
title_full Label-free Evaluation of Myocardial Infarct in Surgically Excised Ventricular Myocardium by Raman Spectroscopy
title_fullStr Label-free Evaluation of Myocardial Infarct in Surgically Excised Ventricular Myocardium by Raman Spectroscopy
title_full_unstemmed Label-free Evaluation of Myocardial Infarct in Surgically Excised Ventricular Myocardium by Raman Spectroscopy
title_short Label-free Evaluation of Myocardial Infarct in Surgically Excised Ventricular Myocardium by Raman Spectroscopy
title_sort label-free evaluation of myocardial infarct in surgically excised ventricular myocardium by raman spectroscopy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6168494/
https://www.ncbi.nlm.nih.gov/pubmed/30279495
http://dx.doi.org/10.1038/s41598-018-33025-6
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