Label-free evaluation of myocardial infarct in surgically excised ventricular myocardium by Raman spectroscopy
2018
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 signaturesof Raman spectra for the evaluation of myocardial viability by evaluating the
infarct
border zonemyocardium that were excised from five patients under surgical ventricular restoration. We also obtain a
prediction modelto differentiate the
infarctedmyocardium from the non-
infarctedmyocardium by applying
partial least squares regression-discriminant analysis (PLS-DA) to the Raman spectra. Our
prediction modelenables identification of the
infarctedtissues and the non-
infarctedtissues with sensitivities of 99.98% and 99.92%, respectively. Furthermore, the
prediction modelof the Raman images of the
infarct
border zoneenabled 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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