Arthroscopic near infrared spectroscopy enables simultaneous quantitative evaluation of articular cartilage and subchondral bone in vivo

作者: Jaakko K. Sarin , Nikae C. R. te Moller , Irina A. D. Mancini , Harold Brommer , Jetze Visser

DOI: 10.1038/S41598-018-31670-5

关键词:

摘要: Arthroscopic assessment of articular tissues is highly subjective and poorly reproducible. To ensure optimal patient care, quantitative techniques (e.g., near infrared spectroscopy (NIRS)) could substantially enhance arthroscopic diagnosis initial signs post-traumatic osteoarthritis (PTOA). Here, we demonstrate, for the first time, potential NIRS to simultaneously monitor progressive degeneration cartilage subchondral bone in vivo Shetland ponies undergoing different experimental repair procedures. Osteochondral adjacent sites were evaluated using an probe significant (p < 0.05) degenerative changes observed tissue properties when compared with from healthy joints. Artificial neural networks (ANN) enabled reliable (ρ = 0.63–0.87, NMRSE = 8.5–17.2%, RPIQ = 1.93–3.03) estimation biomechanical properties, plate thickness mineral density (BMD), trabecular thickness, volume fraction (BV), BMD, structure model index (SMI) vitro spectral data. The trained ANNs also reliably predicted independent test group (ρ = 0.54–0.91, NMRSE = 5.9–17.6%, RPIQ = 1.68–3.36). However, predictions based on NIR spectra less (ρ = 0.27–0.74, NMRSE = 14.5–24.0%, RPIQ = 1.35–1.70), possibly due errors introduced during acquisition. Adaptation address limitations conventional arthroscopy through lesion severity extent, thereby enhancing detection PTOA. This would be high clinical significance, example, conducting orthopaedic surgeries.

参考文章(50)
Xingde Li, Scott Martin, Costas Pitris, Ravi Ghanta, Debra L Stamper, Michelle Harman, James G Fujimoto, Mark E Brezinski, High-resolution optical coherence tomographic imaging of osteoarthritic cartilage during open knee surgery. Arthritis Research & Therapy. ,vol. 7, pp. 1- 6 ,(2005) , 10.1186/AR1491
S.T. Stumpfe, J.K. Pester, S. Steinert, I. Marintschev, H. Plettenberg, M. Aurich, O. Hofmann, Is there a correlation between biophotonical, biochemical, histological, and visual changes in the cartilage of osteoarthritic knee-joints? Muscles, ligaments and tendons journal. ,vol. 3, pp. 157- 165 ,(2019) , 10.32098/MLTJ.03.2013.07
Robert May, Graeme Dandy, Holger Maier, Review of Input Variable Selection Methods for Artificial Neural Networks IntechOpen. ,(2011) , 10.5772/16004
Gunter Spahn, H. Michael Klinger, Gunther O. Hofmann, How valid is the arthroscopic diagnosis of cartilage lesions? Results of an opinion survey among highly experienced arthroscopic surgeons. Archives of Orthopaedic and Trauma Surgery. ,vol. 129, pp. 1117- 1121 ,(2009) , 10.1007/S00402-009-0868-Y
Jos Malda, KEM Benders, TJ Klein, JC De Grauw, MJL Kik, DW Hutmacher, DBF Saris, PR Van Weeren, WJA Dhert, None, Comparative study of depth-dependent characteristics of equine and human osteochondral tissue from the medial and lateral femoral condyles Osteoarthritis and Cartilage. ,vol. 20, pp. 1147- 1151 ,(2012) , 10.1016/J.JOCA.2012.06.005
J. Liukkonen, J. Hirvasniemi, A. Joukainen, P. Penttilä, T. Virén, S. Saarakkala, H. Kröger, J.S. Jurvelin, J. Töyräs, Arthroscopic ultrasound technique for simultaneous quantitative assessment of articular cartilage and subchondral bone: an in vitro and in vivo feasibility study. Ultrasound in Medicine and Biology. ,vol. 39, pp. 1460- 1468 ,(2013) , 10.1016/J.ULTRASMEDBIO.2013.03.026
Constance R Chu, Ashley A Williams, Christian H Coyle, Megan E Bowers, Early diagnosis to enable early treatment of pre-osteoarthritis Arthritis Research & Therapy. ,vol. 14, pp. 212- 212 ,(2012) , 10.1186/AR3845
Cushla M. McGoverin, Karl Lewis, Xu Yang, Mathias P. G. Bostrom, Nancy Pleshko, The contribution of bone and cartilage to the near-infrared spectrum of osteochondral tissue. Applied Spectroscopy. ,vol. 68, pp. 1168- 1175 ,(2014) , 10.1366/13-07327
H. Michael Heise, Donald A. Burns, Emil W. Ciurczak (Eds.): Handbook of near-infrared analysis, 3rd ed. Analytical and Bioanalytical Chemistry. ,vol. 393, pp. 1387- 1389 ,(2009) , 10.1007/S00216-008-2580-0