Title
Confocal Raman microscopy to identify bacteria in oral subgingival biofilm models
Date Issued
01 May 2020
Access level
open access
Resource Type
journal article
Author(s)
Procter and Gamble
Publisher(s)
Public Library of Science
Abstract
The study of oral disease progression, in relation to the accumulation of subgingival biofilm in gingivitis and periodontitis is limited, due to either the ability to monitor plaque in vitro. When compared, optical spectroscopic techniques offer advantages over traditional destructive or biofilm staining approaches, making it a suitable alternative for the analysis and continued development of three-dimensional structures. In this work, we have developed a confocal Raman spectroscopy analysis approach towards in vitro subgingival plaque models. The main objective of this study was to develop a method for differentiating multiple oral subgingival bacterial species in planktonic and biofilm conditions, using confocal Raman microscopy. Five common subgingival bacteria (Fusobacterium nucleatum, Streptococcus mutans, Veillonella dispar, Actinomyces naeslundii and Prevotella nigrescens) were used and differentiated using a 2-way orthogonal Partial Least Square with Discriminant Analysis (O2PLS-DA) for the collected spectral data. In addition to planktonic growth, mono-species biofilms cultured using the 'Zürich Model' were also analyzed. The developed method was successfully used to predict planktonic and mono-species biofilm species in a cross validation setup. The results show differences in the presence and absence of chemical bands within the Raman spectra. The O2PLS-DA model was able to successfully predict 100% of all tested planktonic samples and 90% of all mono-species biofilm samples. Using this approach we have shown that Confocal Raman microscopy can analyse and predict the identity of planktonic and mono-species biofilm species, thus enabling its potential as a technique to map oral multi-species biofilm models.
Volume
15
Issue
5
Number
e0232912
Language
English
OCDE Knowledge area
Odontología, Cirugía oral, Medicina oral
Scopus EID
2-s2.0-85084517520
PubMed ID
Source
PLoS ONE
ISSN of the container
19326203
Sponsor(s)
Horizon 2020 Framework Programme - H2020
Sources of information:
Directorio de Producción Científica
Scopus