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Infrared spectroscopy is suitable for objective assessment of articular cartilage health
OBJECTIVE: To evaluate the feasibility of Fourier transform infrared attenuated total reflectance (FTIR-ATR) spectroscopy to detect cartilage degradation due to osteoarthritis and to validate the methodology with osteochondral human cartilage samples for future development towards clinical use. DESI...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9718336/ https://www.ncbi.nlm.nih.gov/pubmed/36475284 http://dx.doi.org/10.1016/j.ocarto.2022.100250 |
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author | Virtanen, V. Tafintseva, V. Shaikh, R. Nippolainen, E. Haas, J. Afara, I.O. Töyräs, J. Kröger, H. Solheim, J. Zimmermann, B. Kohler, A. Mizaikoff, B. Finnilä, M. Rieppo, L. Saarakkala, S. |
author_facet | Virtanen, V. Tafintseva, V. Shaikh, R. Nippolainen, E. Haas, J. Afara, I.O. Töyräs, J. Kröger, H. Solheim, J. Zimmermann, B. Kohler, A. Mizaikoff, B. Finnilä, M. Rieppo, L. Saarakkala, S. |
author_sort | Virtanen, V. |
collection | PubMed |
description | OBJECTIVE: To evaluate the feasibility of Fourier transform infrared attenuated total reflectance (FTIR-ATR) spectroscopy to detect cartilage degradation due to osteoarthritis and to validate the methodology with osteochondral human cartilage samples for future development towards clinical use. DESIGN: Cylindrical (d = 4 mm) osteochondral samples (n = 349) were prepared from nine human cadavers and measured with FTIR-ATR spectroscopy. Afterwards, the samples were assessed with Osteoarthritis Research Society International (OARSI) osteoarthritis cartilage histopathology assessment system and divided into two groups: 1) healthy (OARSI 0–2) and 2) osteoarthritic (OARSI 2.5–6). The classification was done with partial least squares discriminant analysis model utilizing cross-model validation. Receiver operating characteristics curve analysis was performed and the area under curve (AUC) was calculated. RESULTS: For all samples combined, classification accuracy was 73% with AUC of 0.79. Femoral samples had accuracy of 74% and AUC of 0.77, while tibial samples had accuracy of 66%, and AUC of 0.74. Patellar samples had accuracy of 84% and AUC of 0.91. CONCLUSIONS: The results indicate that FTIR-ATR spectroscopy can differentiate between healthy and osteoarthritic femoral, tibial and patellar human tissue. If combined with a fiber optic probe, FTIR-ATR spectroscopy could provide additional objective intraoperative information during arthroscopic surgeries, which could improve clinical outcomes. |
format | Online Article Text |
id | pubmed-9718336 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-97183362022-12-05 Infrared spectroscopy is suitable for objective assessment of articular cartilage health Virtanen, V. Tafintseva, V. Shaikh, R. Nippolainen, E. Haas, J. Afara, I.O. Töyräs, J. Kröger, H. Solheim, J. Zimmermann, B. Kohler, A. Mizaikoff, B. Finnilä, M. Rieppo, L. Saarakkala, S. Osteoarthr Cartil Open ORIGINAL PAPER OBJECTIVE: To evaluate the feasibility of Fourier transform infrared attenuated total reflectance (FTIR-ATR) spectroscopy to detect cartilage degradation due to osteoarthritis and to validate the methodology with osteochondral human cartilage samples for future development towards clinical use. DESIGN: Cylindrical (d = 4 mm) osteochondral samples (n = 349) were prepared from nine human cadavers and measured with FTIR-ATR spectroscopy. Afterwards, the samples were assessed with Osteoarthritis Research Society International (OARSI) osteoarthritis cartilage histopathology assessment system and divided into two groups: 1) healthy (OARSI 0–2) and 2) osteoarthritic (OARSI 2.5–6). The classification was done with partial least squares discriminant analysis model utilizing cross-model validation. Receiver operating characteristics curve analysis was performed and the area under curve (AUC) was calculated. RESULTS: For all samples combined, classification accuracy was 73% with AUC of 0.79. Femoral samples had accuracy of 74% and AUC of 0.77, while tibial samples had accuracy of 66%, and AUC of 0.74. Patellar samples had accuracy of 84% and AUC of 0.91. CONCLUSIONS: The results indicate that FTIR-ATR spectroscopy can differentiate between healthy and osteoarthritic femoral, tibial and patellar human tissue. If combined with a fiber optic probe, FTIR-ATR spectroscopy could provide additional objective intraoperative information during arthroscopic surgeries, which could improve clinical outcomes. Elsevier 2022-03-09 /pmc/articles/PMC9718336/ /pubmed/36475284 http://dx.doi.org/10.1016/j.ocarto.2022.100250 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | ORIGINAL PAPER Virtanen, V. Tafintseva, V. Shaikh, R. Nippolainen, E. Haas, J. Afara, I.O. Töyräs, J. Kröger, H. Solheim, J. Zimmermann, B. Kohler, A. Mizaikoff, B. Finnilä, M. Rieppo, L. Saarakkala, S. Infrared spectroscopy is suitable for objective assessment of articular cartilage health |
title | Infrared spectroscopy is suitable for objective assessment of articular cartilage health |
title_full | Infrared spectroscopy is suitable for objective assessment of articular cartilage health |
title_fullStr | Infrared spectroscopy is suitable for objective assessment of articular cartilage health |
title_full_unstemmed | Infrared spectroscopy is suitable for objective assessment of articular cartilage health |
title_short | Infrared spectroscopy is suitable for objective assessment of articular cartilage health |
title_sort | infrared spectroscopy is suitable for objective assessment of articular cartilage health |
topic | ORIGINAL PAPER |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9718336/ https://www.ncbi.nlm.nih.gov/pubmed/36475284 http://dx.doi.org/10.1016/j.ocarto.2022.100250 |
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