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In vivo detection of murine glioblastoma through Raman and reflectance fiber-probe spectroscopies

Significance: Glioblastoma (GBM) is the most common and aggressive malignant brain tumor in adults. With a worldwide incidence rate of 2 to 3 per 100,000 people, it accounts for more than 60% of all brain cancers; currently, its 5-year survival rate is [Formula: see text]. GBM treatment relies mainl...

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Autores principales: Baria, Enrico, Pracucci, Enrico, Pillai, Vinoshene, Pavone, Francesco S., Ratto, Gian M., Cicchi, Riccardo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7707056/
https://www.ncbi.nlm.nih.gov/pubmed/33274251
http://dx.doi.org/10.1117/1.NPh.7.4.045010
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author Baria, Enrico
Pracucci, Enrico
Pillai, Vinoshene
Pavone, Francesco S.
Ratto, Gian M.
Cicchi, Riccardo
author_facet Baria, Enrico
Pracucci, Enrico
Pillai, Vinoshene
Pavone, Francesco S.
Ratto, Gian M.
Cicchi, Riccardo
author_sort Baria, Enrico
collection PubMed
description Significance: Glioblastoma (GBM) is the most common and aggressive malignant brain tumor in adults. With a worldwide incidence rate of 2 to 3 per 100,000 people, it accounts for more than 60% of all brain cancers; currently, its 5-year survival rate is [Formula: see text]. GBM treatment relies mainly on surgical resection. In this framework, multimodal optical spectroscopy could provide a fast and label-free tool for improving tumor detection and guiding the removal of diseased tissues. Aim: Discriminating healthy brain from GBM tissues in an animal model through the combination of Raman and reflectance spectroscopies. Approach: EGFP-GL261 cells were injected into the brains of eight laboratory mice for inducing murine GBM in these animals. A multimodal optical fiber probe combining fluorescence, Raman, and reflectance spectroscopy was used to localize in vivo healthy and tumor brain areas and to collect their spectral information. Results: Tumor areas were localized through the detection of EGFP fluorescence emission. Then, Raman and reflectance spectra were collected from healthy and tumor tissues, and later analyzed through principal component analysis and linear discriminant analysis in order to develop a classification algorithm. Raman and reflectance spectra resulted in 92% and 93% classification accuracy, respectively. Combining together these techniques allowed improving the discrimination between healthy and tumor tissues up to 97%. Conclusions: These preliminary results demonstrate the potential of multimodal fiber-probe spectroscopy for in vivo label-free detection and delineation of brain tumors, and thus represent an additional, encouraging step toward clinical translation and deployment of fiber-probe spectroscopy.
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spelling pubmed-77070562020-12-02 In vivo detection of murine glioblastoma through Raman and reflectance fiber-probe spectroscopies Baria, Enrico Pracucci, Enrico Pillai, Vinoshene Pavone, Francesco S. Ratto, Gian M. Cicchi, Riccardo Neurophotonics Research Papers Significance: Glioblastoma (GBM) is the most common and aggressive malignant brain tumor in adults. With a worldwide incidence rate of 2 to 3 per 100,000 people, it accounts for more than 60% of all brain cancers; currently, its 5-year survival rate is [Formula: see text]. GBM treatment relies mainly on surgical resection. In this framework, multimodal optical spectroscopy could provide a fast and label-free tool for improving tumor detection and guiding the removal of diseased tissues. Aim: Discriminating healthy brain from GBM tissues in an animal model through the combination of Raman and reflectance spectroscopies. Approach: EGFP-GL261 cells were injected into the brains of eight laboratory mice for inducing murine GBM in these animals. A multimodal optical fiber probe combining fluorescence, Raman, and reflectance spectroscopy was used to localize in vivo healthy and tumor brain areas and to collect their spectral information. Results: Tumor areas were localized through the detection of EGFP fluorescence emission. Then, Raman and reflectance spectra were collected from healthy and tumor tissues, and later analyzed through principal component analysis and linear discriminant analysis in order to develop a classification algorithm. Raman and reflectance spectra resulted in 92% and 93% classification accuracy, respectively. Combining together these techniques allowed improving the discrimination between healthy and tumor tissues up to 97%. Conclusions: These preliminary results demonstrate the potential of multimodal fiber-probe spectroscopy for in vivo label-free detection and delineation of brain tumors, and thus represent an additional, encouraging step toward clinical translation and deployment of fiber-probe spectroscopy. Society of Photo-Optical Instrumentation Engineers 2020-12-01 2020-10 /pmc/articles/PMC7707056/ /pubmed/33274251 http://dx.doi.org/10.1117/1.NPh.7.4.045010 Text en © 2020 The Authors https://creativecommons.org/licenses/by/4.0/ Published by SPIE under a Creative Commons Attribution 4.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
spellingShingle Research Papers
Baria, Enrico
Pracucci, Enrico
Pillai, Vinoshene
Pavone, Francesco S.
Ratto, Gian M.
Cicchi, Riccardo
In vivo detection of murine glioblastoma through Raman and reflectance fiber-probe spectroscopies
title In vivo detection of murine glioblastoma through Raman and reflectance fiber-probe spectroscopies
title_full In vivo detection of murine glioblastoma through Raman and reflectance fiber-probe spectroscopies
title_fullStr In vivo detection of murine glioblastoma through Raman and reflectance fiber-probe spectroscopies
title_full_unstemmed In vivo detection of murine glioblastoma through Raman and reflectance fiber-probe spectroscopies
title_short In vivo detection of murine glioblastoma through Raman and reflectance fiber-probe spectroscopies
title_sort in vivo detection of murine glioblastoma through raman and reflectance fiber-probe spectroscopies
topic Research Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7707056/
https://www.ncbi.nlm.nih.gov/pubmed/33274251
http://dx.doi.org/10.1117/1.NPh.7.4.045010
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