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Single Cell Confocal Raman Spectroscopy of Human Osteoarthritic Chondrocytes: A Preliminary Study

A great deal of effort has been focused on exploring the underlying molecular mechanism of osteoarthritis (OA) especially at the cellular level. We report a confocal Raman spectroscopic investigation on human osteoarthritic chondrocytes. The objective of this investigation is to identify molecular f...

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Autores principales: Kumar, Rajesh, Singh, Gajendra P., Grønhaug, Kirsten M., Afseth, Nils K., Davies, Catharina de Lange, Drogset, Jon O., Lilledahl, Magnus B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4463591/
https://www.ncbi.nlm.nih.gov/pubmed/25918938
http://dx.doi.org/10.3390/ijms16059341
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author Kumar, Rajesh
Singh, Gajendra P.
Grønhaug, Kirsten M.
Afseth, Nils K.
Davies, Catharina de Lange
Drogset, Jon O.
Lilledahl, Magnus B.
author_facet Kumar, Rajesh
Singh, Gajendra P.
Grønhaug, Kirsten M.
Afseth, Nils K.
Davies, Catharina de Lange
Drogset, Jon O.
Lilledahl, Magnus B.
author_sort Kumar, Rajesh
collection PubMed
description A great deal of effort has been focused on exploring the underlying molecular mechanism of osteoarthritis (OA) especially at the cellular level. We report a confocal Raman spectroscopic investigation on human osteoarthritic chondrocytes. The objective of this investigation is to identify molecular features and the stage of OA based on the spectral signatures corresponding to bio-molecular changes at the cellular level in chondrocytes. In this study, we isolated chondrocytes from human osteoarthritic cartilage and acquired Raman spectra from single cells. Major spectral differences between the cells obtained from different International Cartilage Repair Society (ICRS) grades of osteoarthritic cartilage were identified. During progression of OA, a decrease in protein content and an increase in cell death were observed from the vibrational spectra. Principal component analysis and subsequent cross-validation was able to associate osteoarthritic chondrocytes to ICRS Grade I, II and III with specificity 100.0%, 98.1%, and 90.7% respectively, while, sensitivity was 98.6%, 82.8%, and 97.5% respectively. The overall predictive efficiency was 92.2%. Our pilot study encourages further use of Raman spectroscopy as a noninvasive and label free technique for revealing molecular features associated with osteoarthritic chondrocytes.
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spelling pubmed-44635912015-06-16 Single Cell Confocal Raman Spectroscopy of Human Osteoarthritic Chondrocytes: A Preliminary Study Kumar, Rajesh Singh, Gajendra P. Grønhaug, Kirsten M. Afseth, Nils K. Davies, Catharina de Lange Drogset, Jon O. Lilledahl, Magnus B. Int J Mol Sci Article A great deal of effort has been focused on exploring the underlying molecular mechanism of osteoarthritis (OA) especially at the cellular level. We report a confocal Raman spectroscopic investigation on human osteoarthritic chondrocytes. The objective of this investigation is to identify molecular features and the stage of OA based on the spectral signatures corresponding to bio-molecular changes at the cellular level in chondrocytes. In this study, we isolated chondrocytes from human osteoarthritic cartilage and acquired Raman spectra from single cells. Major spectral differences between the cells obtained from different International Cartilage Repair Society (ICRS) grades of osteoarthritic cartilage were identified. During progression of OA, a decrease in protein content and an increase in cell death were observed from the vibrational spectra. Principal component analysis and subsequent cross-validation was able to associate osteoarthritic chondrocytes to ICRS Grade I, II and III with specificity 100.0%, 98.1%, and 90.7% respectively, while, sensitivity was 98.6%, 82.8%, and 97.5% respectively. The overall predictive efficiency was 92.2%. Our pilot study encourages further use of Raman spectroscopy as a noninvasive and label free technique for revealing molecular features associated with osteoarthritic chondrocytes. MDPI 2015-04-24 /pmc/articles/PMC4463591/ /pubmed/25918938 http://dx.doi.org/10.3390/ijms16059341 Text en © 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kumar, Rajesh
Singh, Gajendra P.
Grønhaug, Kirsten M.
Afseth, Nils K.
Davies, Catharina de Lange
Drogset, Jon O.
Lilledahl, Magnus B.
Single Cell Confocal Raman Spectroscopy of Human Osteoarthritic Chondrocytes: A Preliminary Study
title Single Cell Confocal Raman Spectroscopy of Human Osteoarthritic Chondrocytes: A Preliminary Study
title_full Single Cell Confocal Raman Spectroscopy of Human Osteoarthritic Chondrocytes: A Preliminary Study
title_fullStr Single Cell Confocal Raman Spectroscopy of Human Osteoarthritic Chondrocytes: A Preliminary Study
title_full_unstemmed Single Cell Confocal Raman Spectroscopy of Human Osteoarthritic Chondrocytes: A Preliminary Study
title_short Single Cell Confocal Raman Spectroscopy of Human Osteoarthritic Chondrocytes: A Preliminary Study
title_sort single cell confocal raman spectroscopy of human osteoarthritic chondrocytes: a preliminary study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4463591/
https://www.ncbi.nlm.nih.gov/pubmed/25918938
http://dx.doi.org/10.3390/ijms16059341
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