2022
DOI: 10.1021/acsinfecdis.2c00200
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Raman Fingerprints of the SARS-CoV-2 Delta Variant and Mechanisms of Its Instantaneous Inactivation by Silicon Nitride Bioceramics

Abstract: Raman spectroscopy uncovered molecular scale markers of the viral structure of the SARS-CoV-2 Delta variant and related viral inactivation mechanisms at the biological interface with silicon nitride (Si 3 N 4 ) bioceramics. A comparison of Raman spectra collected on the TY11-927 variant (lineage B.1.617.2; simply referred to as the Delta variant henceforth) with those of the JPN/TY/WK-521 variant (lineage B.1.617.1; referred to as the Kappa variant or simply as the… Show more

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Cited by 9 publications
(28 citation statements)
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“…In order to overcome speciation deficiencies, Raman barcoding was proposed in previous studies as an alternative approach to chemometric PCA analyses [ 24 , 69 , 70 ]. In those previous studies, the Raman barcode approach allowed for obtaining a greater depth in capturing structural details than merely comparing the spectral morphology, as done in PCA analyses.…”
Section: Resultsmentioning
confidence: 99%
“…In order to overcome speciation deficiencies, Raman barcoding was proposed in previous studies as an alternative approach to chemometric PCA analyses [ 24 , 69 , 70 ]. In those previous studies, the Raman barcode approach allowed for obtaining a greater depth in capturing structural details than merely comparing the spectral morphology, as done in PCA analyses.…”
Section: Resultsmentioning
confidence: 99%
“…A widely adopted method to assist Raman diagnosis and prognostic assessments of pathogenic oral flora relies on principal component analyses (PCA)-based chemometrics [ 23 , 97 , 98 , 99 , 100 ]. In case of speciation deficiencies by the PCA method, Raman barcoding has been proposed, which allows obtaining a greater depth in capturing structural details than merely comparing spectral morphologies as done in PCA analyses [ 26 , 27 , 29 ].…”
Section: Discussionmentioning
confidence: 99%
“…Since no dehydration or stain/markers are needed to obtain Raman spectra, Raman measurements can be performed in situ with a procedure compatible with bacterial life. In previous studies [ 23 , 24 , 25 , 26 , 27 , 28 , 29 ], we have performed Raman spectroscopic analyses of cells, bacteria, pathogenic yeasts, and viruses upon exploiting a machine-learning algorithm linked to a library of Raman spectra from elementary molecules. The analytical approach followed in this study is in line with those previous studies and represents a first attempt to their further extension to the analysis of bacterial biofilms.…”
Section: Introductionmentioning
confidence: 99%
“…We call this process Spectral Recognition, in analogy with Facial Recognition (Figure ). Past efforts have largely focused on applying spectral recognition algorithms to match unknown Raman spectra with Raman libraries (i.e., matching Raman to Raman or SERS to SERS) and have frequently employed various similarity metrics, such as Pearson’s correlation, Euclidean distance, cosine similarity, and other methods. These approaches are poorly suited for dealing with different spectroscopic variants such as Raman and SERS. These metrics tend to be sensitive to nuisance variations such as noise and uncharacteristic background peaks, which can be induced by substrate type and molecular adsorbate conformation.…”
Section: Introductionmentioning
confidence: 99%