Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
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
_version_ 1784843071413813248
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
work_keys_str_mv AT virtanenv infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT tafintsevav infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT shaikhr infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT nippolainene infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT haasj infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT afaraio infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT toyrasj infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT krogerh infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT solheimj infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT zimmermannb infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT kohlera infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT mizaikoffb infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT finnilam infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT rieppol infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth
AT saarakkalas infraredspectroscopyissuitableforobjectiveassessmentofarticularcartilagehealth