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Raman Spectroscopic Methods for Classification of Normal and Malignant Hypopharyngeal Tissues: An Exploratory Study

Laryngeal cancer is more common in males. The present study is aimed at exploration of potential of conventional Raman spectroscopy in classifying normal from a malignant laryngopharyngeal tissue. We have recorded Raman spectra of twenty tissues (aryepiglottic fold) using an in-house built Raman set...

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Detalles Bibliográficos
Autores principales: Pujary, Parul, Maheedhar, K., Krishna, C. Murali, Pujary, Kailesh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE-Hindawi Access to Research 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3143435/
https://www.ncbi.nlm.nih.gov/pubmed/21804932
http://dx.doi.org/10.4061/2011/632493
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author Pujary, Parul
Maheedhar, K.
Krishna, C. Murali
Pujary, Kailesh
author_facet Pujary, Parul
Maheedhar, K.
Krishna, C. Murali
Pujary, Kailesh
author_sort Pujary, Parul
collection PubMed
description Laryngeal cancer is more common in males. The present study is aimed at exploration of potential of conventional Raman spectroscopy in classifying normal from a malignant laryngopharyngeal tissue. We have recorded Raman spectra of twenty tissues (aryepiglottic fold) using an in-house built Raman setup. The spectral features of mean malignant spectrum suggests abundance proteins whereas spectral features of mean normal spectrum indicate redundancy of lipids. PCA was employed as discriminating algorithm. Both, unsupervised and supervised modes of analysis as well as match/mismatch “limit test” methodology yielded clear classification among tissue types. The findings of this study demonstrate the efficacy of conventional Raman spectroscopy in classification of normal and malignant laryngopharyngeal tissues. A rigorous evaluation of the models with development of suitable fibreoptic probe may enable real-time Raman spectroscopic diagnosis of laryngopharyngeal cancers in future.
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spelling pubmed-31434352011-07-29 Raman Spectroscopic Methods for Classification of Normal and Malignant Hypopharyngeal Tissues: An Exploratory Study Pujary, Parul Maheedhar, K. Krishna, C. Murali Pujary, Kailesh Patholog Res Int Research Article Laryngeal cancer is more common in males. The present study is aimed at exploration of potential of conventional Raman spectroscopy in classifying normal from a malignant laryngopharyngeal tissue. We have recorded Raman spectra of twenty tissues (aryepiglottic fold) using an in-house built Raman setup. The spectral features of mean malignant spectrum suggests abundance proteins whereas spectral features of mean normal spectrum indicate redundancy of lipids. PCA was employed as discriminating algorithm. Both, unsupervised and supervised modes of analysis as well as match/mismatch “limit test” methodology yielded clear classification among tissue types. The findings of this study demonstrate the efficacy of conventional Raman spectroscopy in classification of normal and malignant laryngopharyngeal tissues. A rigorous evaluation of the models with development of suitable fibreoptic probe may enable real-time Raman spectroscopic diagnosis of laryngopharyngeal cancers in future. SAGE-Hindawi Access to Research 2011-07-24 /pmc/articles/PMC3143435/ /pubmed/21804932 http://dx.doi.org/10.4061/2011/632493 Text en Copyright © 2011 Parul Pujary et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Pujary, Parul
Maheedhar, K.
Krishna, C. Murali
Pujary, Kailesh
Raman Spectroscopic Methods for Classification of Normal and Malignant Hypopharyngeal Tissues: An Exploratory Study
title Raman Spectroscopic Methods for Classification of Normal and Malignant Hypopharyngeal Tissues: An Exploratory Study
title_full Raman Spectroscopic Methods for Classification of Normal and Malignant Hypopharyngeal Tissues: An Exploratory Study
title_fullStr Raman Spectroscopic Methods for Classification of Normal and Malignant Hypopharyngeal Tissues: An Exploratory Study
title_full_unstemmed Raman Spectroscopic Methods for Classification of Normal and Malignant Hypopharyngeal Tissues: An Exploratory Study
title_short Raman Spectroscopic Methods for Classification of Normal and Malignant Hypopharyngeal Tissues: An Exploratory Study
title_sort raman spectroscopic methods for classification of normal and malignant hypopharyngeal tissues: an exploratory study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3143435/
https://www.ncbi.nlm.nih.gov/pubmed/21804932
http://dx.doi.org/10.4061/2011/632493
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