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Detection of subtle cartilage and bone tissue degeneration in the equine joint using polarisation-sensitive optical coherence tomography. Osteoarthritis Cartilage 2022; 30:1234-1243. [PMID: 35714759 DOI: 10.1016/j.joca.2022.04.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Revised: 04/25/2022] [Accepted: 04/26/2022] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To explore the ability of polarisation-sensitive optical coherence tomography (PS-OCT) to rapidly identify subtle signs of tissue degeneration in the equine joint. METHOD Polarisation-sensitive optical coherence tomography (PS-OCT) images were systematically acquired in four locations along the medial and lateral condyles of the third metacarpal bone in five dissected equine specimens. Intensity and retardation PS-OCT images, and anomalies observed therein, were then compared and validated with high resolution images of the tissue sections obtained using Differential Interference contrast (DIC) optical light microscopy. RESULTS The PS-OCT system was capable of imaging the entire equine osteochondral unit, and allowed delineation of the three structurally differentiated zones of the joint, that is, the articular cartilage matrix, zone of calcified cartilage and underlying subchondral bone. Importantly, PS-OCT imaging was able to detect underlying matrix and bone changes not visible without dissection and/or microscopy. CONCLUSION PS-OCT has substantial potential to detect, non-invasively, sub-surface microstructural changes that are known to be associated with the early stages of joint tissue degeneration.
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Puhakka J, Salonius E, Paatela T, Muhonen V, Meller A, Vasara A, Kautiainen H, Kosola J, Kiviranta I. Comparison Between Arthroscopic and Histological International Cartilage Repair Society Scoring Systems in Porcine Cartilage Repair Model. Cartilage 2022; 13:19476035211069246. [PMID: 35098743 PMCID: PMC9137296 DOI: 10.1177/19476035211069246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
OBJECTIVE The arthroscopic and histological International Cartilage Repair Society (ICRS) scores are designed to evaluate cartilage repair quality. Arthroscopic ICRS score can give a maximum score of 12 and the histological score can give values between 0% and 100% for each of its 14 subscores. This study compares these methods in an animal cartilage repair model. This study hypothesizes that there is a significant correlation between these methods. DESIGN A chondral defect was made in the medial femoral condyle of 18 pigs. Five weeks later, 9 pigs were treated with a novel recombinant human type III collagen/polylactide scaffold and 9 were left untreated to heal spontaneously. After 4 months, the medial condyles were evaluated with a simulated arthroscopy using the ICRS scoring system followed by a histological ICRS scoring. RESULTS This porcine cartilage repair model produced repaired cartilage tissue ranging from good to poor repair tissue quality. The mean arthroscopic ICRS total score was 6.8 (SD = 2.2). Histological ICRS overall assessment subscore was 38.2 (SD = 31.1) and histological ICRS average points were 60.5 (SD = 19.5). Arthroscopic ICRS compared with histological ICRS average points or its overall assessment subscore showed moderate correlation (r = 0.49 and r = 0.50, respectively). The interrater reliability with the intraclass correlation coefficients for arthroscopic ICRS total scores, histological ICRS overall assessment subscore, and ICRS average points showed moderate to excellent reliability. CONCLUSIONS Arthroscopic and histological ICRS scoring methods for repaired articular cartilage show a moderate correlation in the animal cartilage repair model.
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Affiliation(s)
- Jani Puhakka
- University of Helsinki, Helsinki, Finland,Jani Puhakka, University of Helsinki, Topeliuksenkatu 5, Helsinki 00260, Finland.
| | | | | | | | | | - Anna Vasara
- Helsinki University Hospital, Helsinki, Finland
| | | | - Jussi Kosola
- Kanta-Hämeen keskussairaala, Hameenlinna, Finland
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3
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Spectroscopic photoacoustic imaging of cartilage damage. Osteoarthritis Cartilage 2021; 29:1071-1080. [PMID: 33848681 DOI: 10.1016/j.joca.2021.04.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2020] [Revised: 03/10/2021] [Accepted: 04/05/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Osteoarthritis (OA) is a chronic joint disease characterized by progressive degradation of cartilage. It affects more than 10% of the people aged over 60 years-old worldwide with a rising prevalence due to the increasingly aging population. OA is a major source of pain, disability, and socioeconomic cost. Currently, the lack of effective diagnosis and affordable imaging options for early detection and monitoring of OA presents the clinic with many challenges. Spectroscopic Photoacoustic (sPA) imaging has the potential to reveal changes in cartilage composition with different degrees of damage, based on optical absorption contrast. DESIGN In this study, the capabilities of sPA imaging and its potential to characterize cartilage damage were explored. To this end, 15 pieces of cartilage samples from patients undergoing a total joint replacement were collected and were imaged ex vivo with sPA imaging at a wide optical spectral range (between 500 nm and 1,300 nm) to investigate the photoacoustic properties of cartilage tissue. All the PA spectra of the cartilage samples were analyzed and compared to the corresponding histological results. RESULTS The collagen related PA spectral changes were clearly visible in our imaging data and were related to different degrees of cartilage damage. The results are in good agreement with histology and the current gold standard, i.e., the Mankin score. CONCLUSIONS This study demonstrates the potential and possible clinical application of sPA imaging in OA.
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Puhakka J, Paatela T, Salonius E, Muhonen V, Meller A, Vasara A, Kautiainen H, Kosola J, Kiviranta I. Arthroscopic International Cartilage Repair Society Classification System Has Only Moderate Reliability in a Porcine Cartilage Repair Model. Am J Sports Med 2021; 49:1524-1529. [PMID: 33733882 DOI: 10.1177/0363546521998006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND The International Cartilage Repair Society (ICRS) score was designed for arthroscopic use to evaluate the quality of cartilage repair. PURPOSE To evaluate the reliability of the ICRS scoring system using an animal cartilage repair model. STUDY DESIGN Controlled laboratory study. METHODS A chondral defect with an area of 1.5 cm2 was made in the medial femoral condyle of 18 domestic pigs. Five weeks later, 9 pigs were treated using a novel recombinant human type III collagen/polylactide scaffold, and 9 were left to heal spontaneously. After 4 months, the pigs were sacrificed, then 3 arthroscopic surgeons evaluated the medial femoral condyles via video-recorded simulated arthroscopy using the ICRS scoring system. The surgeons repeated the evaluation twice within a 9-month period using their recorded arthroscopy. RESULTS The porcine cartilage repair model produced cartilage repair tissue of poor to good quality. The mean ICRS total scores for all observations were 6.6 (SD, 2.6) in arthroscopy, 5.9 (SD, 2.7) in the first reevaluation, and 6.2 (SD, 2.8) in the second reevaluation. The interrater reliability with the intraclass correlation coefficient (ICC) for the ICRS total scores (ICC, 0.46-0.60) and for each individual subscore (ICC, 0.26-0.71) showed poor to moderate reliability. The intrarater reliability with the ICC also showed poor to moderate reliability for ICRS total scores (ICC, 0.52-0.59) and for each individual subscore (ICC, 0.29-0.58). A modified Bland-Altman plot for the initial arthroscopy and for the 2 reevaluations showed an evident disagreement among the observers. CONCLUSION In an animal cartilage repair model, the ICRS scoring system seems to have poor to moderate reliability. CLINICAL RELEVANCE Arthroscopic assessment of cartilage repair using the ICRS scoring method has limited reliability. We need more objective methods with acceptable reliability to evaluate cartilage repair outcomes.
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Affiliation(s)
- Jani Puhakka
- Department of Orthopaedics and Traumatology, Helsinki University Hospital, Helsinki, Finland.,Department of Orthopaedics and Traumatology, University of Helsinki, Helsinki, Finland
| | - Teemu Paatela
- Department of Orthopaedics and Traumatology, Helsinki University Hospital, Helsinki, Finland.,Department of Orthopaedics and Traumatology, University of Helsinki, Helsinki, Finland
| | - Eve Salonius
- Department of Orthopaedics and Traumatology, Helsinki University Hospital, Helsinki, Finland.,Department of Orthopaedics and Traumatology, University of Helsinki, Helsinki, Finland
| | - Virpi Muhonen
- Department of Orthopaedics and Traumatology, University of Helsinki, Helsinki, Finland
| | - Anna Meller
- University of Helsinki, Helsinki Institute of Life Science (HiLIFE), Laboratory Animal Center, Helsinki, Finland
| | - Anna Vasara
- Department of Orthopaedics and Traumatology, Helsinki University Hospital, Helsinki, Finland
| | - Hannu Kautiainen
- Folkhälsan Research Center, Helsinki, Finland.,Kuopio University Hospital, Primary Health Care Unit, Kuopio, Finland
| | - Jussi Kosola
- Department of Orthopaedics and Traumatology, University of Helsinki, Helsinki, Finland.,Department of Orthopaedics and Traumatology, Kanta-Häme Hospital, Hämeenlinna, Finland
| | - Ilkka Kiviranta
- Department of Orthopaedics and Traumatology, Helsinki University Hospital, Helsinki, Finland.,Department of Orthopaedics and Traumatology, University of Helsinki, Helsinki, Finland
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Wang Y, Liu S, Lou S, Zhang W, Cai H, Chen X. Application of optical coherence tomography in clinical diagnosis. JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY 2019; 27:995-1006. [PMID: 31594279 PMCID: PMC7029333 DOI: 10.3233/xst-190559] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
BACKGROUND Optical coherence tomography (OCT) is a non-invasive diagnosing tool used in clinics. Due to its high resolution (<10um), it is appropriate for the early detection of tiny infections. It has been widely used in diagnosis and treatment of diseases, evaluation of therapeutic efficacy, and monitoring of various physiological and pathological processes. OBJECTIVE To systemically review literature to summarize the clinic application of OCT in recent years. METHODS For clinic applications that OCT has been applied, we selected studies that describe the most relevant works. The discussion included: 1) which tissue could be used in the OCT detection, 2) which character of different tissue could be used as diagnosing criteria, 3) which diseases and pathological process have been diagnosed or monitored using OCT imaging, and 4) the recent development of clinic OCT diagnosing. RESULTS The literature showed that the OCT had been listed as a routine test choice for ophthalmic diseases, while the first commercial product for cardiovascular OCT detection had gotten clearance. Meanwhile, as the development of commercial benchtop OCT equipment and tiny fiber probe, the commercial application of OCT in dermatology, dentistry, gastroenterology and urology also had great potential in the near future. CONCLUSIONS The analysis and discussions showed that OCT, as an optical diagnosing method, has been used successfully in many clinical fields, and has the potential to be a standard inspection method in several clinic fields, such as dermatology, dentistry and cardiovascular.
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Affiliation(s)
- Yi Wang
- School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, China
- Key Laboratory of Opto-Electronics Information Technology, Tianjin University, Tianjin, China
- Ministry of Education, China
- Corresponding author: Yi Wang, School of Precision Instrument and Opto-Electronics Engineering, Tianjin
University, China, Key Laboratory of Opto-Electronics Information Technology, Tianjin University, Ministry of
Education, Tianjin, 300072, China. Tel./Fax: +86 22 27404535; E-mail:
| | - Shanshan Liu
- School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, China
- Key Laboratory of Opto-Electronics Information Technology, Tianjin University, Tianjin, China
- Ministry of Education, China
| | - Shiliang Lou
- School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, China
- Key Laboratory of Opto-Electronics Information Technology, Tianjin University, Tianjin, China
- Ministry of Education, China
| | - Weiqian Zhang
- School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, China
- Key Laboratory of Opto-Electronics Information Technology, Tianjin University, Tianjin, China
- Ministry of Education, China
| | - Huaiyu Cai
- School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, China
- Key Laboratory of Opto-Electronics Information Technology, Tianjin University, Tianjin, China
- Ministry of Education, China
| | - Xiaodong Chen
- School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin, China
- Key Laboratory of Opto-Electronics Information Technology, Tianjin University, Tianjin, China
- Ministry of Education, China
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Sarin JK, Brommer H, Argüelles D, Puhakka PH, Inkinen SI, Afara IO, Saarakkala S, Töyräs J. Multimodality scoring of chondral injuries in the equine fetlock joint ex vivo. Osteoarthritis Cartilage 2017; 25:790-798. [PMID: 27965140 DOI: 10.1016/j.joca.2016.12.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2016] [Revised: 12/01/2016] [Accepted: 12/01/2016] [Indexed: 02/02/2023]
Abstract
OBJECTIVE We investigate the potential of a prototype multimodality arthroscope, combining ultrasound, optical coherence tomography (OCT) and arthroscopic indentation device, for assessing cartilage lesions, and compare the reliability of this approach with conventional arthroscopic scoring ex vivo. DESIGN Areas of interest (AIs, N = 43) were selected from equine fetlock joints (N = 5). Blind-coded AIs were independently scored by two equine surgeons employing International Cartilage Repair Society (ICRS) scoring system via conventional arthroscope and multimodality arthroscope, in which high-frequency ultrasound and OCT catheters were attached to an arthroscopic indentation device. In addition, cartilage stiffness was measured with the indentation device, and lesions in OCT images scored using custom-made automated software. Measurements and scorings were performed twice in two separate rounds. Finally, the scores were compared to histological ICRS scores. RESULTS OCT and arthroscopic examinations showed the highest average agreements (55.2%) between the scoring by surgeons and histology scores, whereas ultrasound had the lowest (50.6%). Average intraobserver agreements of surgeons and interobserver agreements between rounds were, respectively, for conventional arthroscope (68.6%, 69.8%), ultrasound (68.6%, 68.6%), OCT (65.1%, 61.7%) and automated software (65.1%, 59.3%). CONCLUSIONS OCT imaging supplemented with the automated software provided the most reliable lesion scoring. However, limited penetration depth of light limits the clinical potential of OCT in assessing human cartilage thickness; thus, the combination of OCT and ultrasound could be optimal for reliable diagnostics. Present findings suggest imaging and quantitatively analyzing the entire articular surface to eliminate surgeon-related variation in the selection of the most severe lesion to be scored.
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Affiliation(s)
- J K Sarin
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland; Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland.
| | - H Brommer
- Department of Equine Sciences, Utrecht University, Utrecht, The Netherlands.
| | - D Argüelles
- Veterinary Teaching Hospital, School of Veterinary Medicine, University of Helsinki, Helsinki, Finland.
| | - P H Puhakka
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland; Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland.
| | - S I Inkinen
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland.
| | - I O Afara
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland; Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland; Department of Electrical and Computer Engineering, Elizade University, Ondo, Nigeria.
| | - S Saarakkala
- Research Unit of Medical Imaging, Physics and Technology, Faculty of Medicine, University of Oulu, Oulu, Finland; Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland; Department of Diagnostic Radiology, Oulu University Hospital, Oulu, Finland.
| | - J Töyräs
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland; Diagnostic Imaging Center, Kuopio University Hospital, Kuopio, Finland.
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te Moller NCR, Pitkänen M, Sarin JK, Väänänen S, Liukkonen J, Afara IO, Puhakka PH, Brommer H, Niemelä T, Tulamo RM, Argüelles Capilla D, Töyräs J. Semi-automated International Cartilage Repair Society scoring of equine articular cartilage lesions in optical coherence tomography images. Equine Vet J 2016; 49:552-555. [DOI: 10.1111/evj.12637] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Accepted: 08/25/2016] [Indexed: 11/27/2022]
Affiliation(s)
- N. C. R. te Moller
- Department of Equine Sciences; Utrecht University; Utrecht the Netherlands
| | - M. Pitkänen
- Department of Applied Physics; University of Eastern Finland; Kuopio Finland
| | - J. K. Sarin
- Department of Applied Physics; University of Eastern Finland; Kuopio Finland
- Diagnostic Imaging Centre; Kuopio University Hospital; Kuopio Finland
| | - S. Väänänen
- Department of Applied Physics; University of Eastern Finland; Kuopio Finland
- Diagnostic Imaging Centre; Kuopio University Hospital; Kuopio Finland
| | - J. Liukkonen
- Department of Applied Physics; University of Eastern Finland; Kuopio Finland
| | - I. O. Afara
- Department of Electrical and Computer Engineering; Elizade University; Ondo Nigeria
| | - P. H. Puhakka
- Department of Applied Physics; University of Eastern Finland; Kuopio Finland
- Diagnostic Imaging Centre; Kuopio University Hospital; Kuopio Finland
| | - H. Brommer
- Department of Equine Sciences; Utrecht University; Utrecht the Netherlands
| | - T. Niemelä
- Department of Equine and Small Animal Medicine; University of Helsinki; Helsinki Finland
| | - R.-M. Tulamo
- Department of Equine and Small Animal Medicine; University of Helsinki; Helsinki Finland
| | - D. Argüelles Capilla
- Department of Equine and Small Animal Medicine; University of Helsinki; Helsinki Finland
| | - J. Töyräs
- Department of Applied Physics; University of Eastern Finland; Kuopio Finland
- Diagnostic Imaging Centre; Kuopio University Hospital; Kuopio Finland
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Puhakka PH, te Moller NCR, Tanska P, Saarakkala S, Tiitu V, Korhonen RK, Brommer H, Virén T, Jurvelin JS, Töyräs J. Optical coherence tomography enables accurate measurement of equine cartilage thickness for determination of speed of sound. Acta Orthop 2016; 87:418-24. [PMID: 27164159 PMCID: PMC4967287 DOI: 10.1080/17453674.2016.1180578] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Background and purpose - Arthroscopic estimation of articular cartilage thickness is important for scoring of lesion severity, and measurement of cartilage speed of sound (SOS)-a sensitive index of changes in cartilage composition. We investigated the accuracy of optical coherence tomography (OCT) in measurements of cartilage thickness and determined SOS by combining OCT thickness and ultrasound (US) time-of-flight (TOF) measurements. Material and methods - Cartilage thickness measurements from OCT and microscopy images of 94 equine osteochondral samples were compared. Then, SOS in cartilage was determined using simultaneous OCT thickness and US TOF measurements. SOS was then compared with the compositional, structural, and mechanical properties of cartilage. Results - Measurements of non-calcified cartilage thickness using OCT and microscopy were significantly correlated (ρ = 0.92; p < 0.001). With calcified cartilage included, the correlation was ρ = 0.85 (p < 0.001). The mean cartilage SOS (1,636 m/s) was in agreement with the literature. However, SOS and the other properties of cartilage lacked any statistically significant correlation. Interpretation - OCT can give an accurate measurement of articular cartilage thickness. Although SOS measurements lacked accuracy in thin equine cartilage, the concept of SOS measurement using OCT appears promising.
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Affiliation(s)
- Pia H Puhakka
- Department of Applied Physics, University of Eastern Finland, Kuopio; ,Department of Clinical Neurophysiology, Kuopio University Hospital, Kuopio, Finland; ,Correspondence:
| | - Nikae C R te Moller
- Department of Equine Sciences, Utrecht University, Utrecht, the Netherlands;
| | - Petri Tanska
- Department of Applied Physics, University of Eastern Finland, Kuopio;
| | - Simo Saarakkala
- Department of Applied Physics, University of Eastern Finland, Kuopio; ,Department of Medical Technology, Institute of Biomedicine, University of Oulu, Oulu; ,Department of Diagnostic Radiology, Oulu University Hospital, Oulu;
| | - Virpi Tiitu
- School of Medicine, Institute of Biomedicine, Anatomy, University of Eastern Finland, Kuopio;
| | - Rami K Korhonen
- Department of Applied Physics, University of Eastern Finland, Kuopio;
| | - Harold Brommer
- Department of Equine Sciences, Utrecht University, Utrecht, the Netherlands;
| | - Tuomas Virén
- Cancer Center, Kuopio University Hospital, Kuopio, Finland
| | - Jukka S Jurvelin
- Department of Applied Physics, University of Eastern Finland, Kuopio;
| | - Juha Töyräs
- Department of Applied Physics, University of Eastern Finland, Kuopio; ,Department of Clinical Neurophysiology, Kuopio University Hospital, Kuopio, Finland;
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Ala-Myllymäki J, Honkanen JTJ, Töyräs J, Afara IO. Optical spectroscopic determination of human meniscus composition. J Orthop Res 2016; 34:270-8. [PMID: 26267333 DOI: 10.1002/jor.23025] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Accepted: 07/31/2015] [Indexed: 02/04/2023]
Abstract
This study investigates the correlation between the composition of human meniscus and its absorption spectrum in the visible (VIS) and near infrared (NIR) spectral range. Meniscus samples (n = 24) were obtained from nonarthritic knees of human cadavers with no history of joint diseases. Specimens (n = 72) were obtained from three distinct sections of the meniscus, namely; anterior, center, posterior. Absorption spectra were acquired from each specimen in the VIS and NIR spectral range (400-1,100 nm). Following spectroscopic probing, the specimens were subjected to biochemical analyses to determine the matrix composition, that is water, hydroxyproline, and uronic acid contents. Multivariate analytical techniques, including principal component analysis (PCA) and partial least squares (PLS) regression, were then used to investigate the correlation between the matrix composition and it spectral response. Our results indicate that the optical absorption of meniscus matrix is related to its composition, and this relationship is optimal in the NIR spectral range (750-1,100 nm). High correlations (R(2) (uronic) = 86.9%, R(2) (water) = 83.8%, R(2) (hydroxyproline) = 81.7%, p < 0.0001) were obtained between the spectral predicted and measured meniscus composition, thus suggesting that spectral data in the NIR range can be utilized for estimating the matrix composition of human meniscus. In conclusion, optical spectroscopy, particularly in the NIR spectral range, is a potential method for evaluating the composition of human meniscus. This presents a promising technique for rapid and nondestructive evaluation of meniscus integrity in real-time during arthroscopic surgery.
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Affiliation(s)
- Juho Ala-Myllymäki
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland
- Diagnostic Imaging Centre, Kuopio University Hospital, Kuopio, Finland
| | - Juuso T J Honkanen
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland
- Diagnostic Imaging Centre, Kuopio University Hospital, Kuopio, Finland
| | - Juha Töyräs
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland
- Diagnostic Imaging Centre, Kuopio University Hospital, Kuopio, Finland
| | - Isaac O Afara
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland
- Diagnostic Imaging Centre, Kuopio University Hospital, Kuopio, Finland
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Puhakka PH, Te Moller NCR, Afara IO, Mäkelä JTA, Tiitu V, Korhonen RK, Brommer H, Virén T, Jurvelin JS, Töyräs J. Estimation of articular cartilage properties using multivariate analysis of optical coherence tomography signal. Osteoarthritis Cartilage 2015; 23:2206-2213. [PMID: 26057849 DOI: 10.1016/j.joca.2015.05.034] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Revised: 04/27/2015] [Accepted: 05/26/2015] [Indexed: 02/02/2023]
Abstract
OBJECTIVE The aim was to investigate the applicability of multivariate analysis of optical coherence tomography (OCT) information for determining structural integrity, composition and mechanical properties of articular cartilage. DESIGN Equine osteochondral samples (N = 65) were imaged with OCT, and their total attenuation and backscattering coefficients (μt and μb) were measured. Subsequently, the Mankin score, optical density (OD) describing the fixed charge density, light absorbance in amide I region (Aamide), collagen orientation, permeability, fibril network modulus (Ef) and non-fibrillar matrix modulus (Em) of the samples were determined. Partial least squares (PLS) regression model was calculated to predict tissue properties from the OCT signals of the samples. RESULTS Significant correlations between the measured and predicted mean collagen orientation (R(2) = 0.75, P < 0.0001), permeability (R(2) = 0.74, P < 0.0001), mean OD (R(2) = 0.73, P < 0.0001), Mankin scores (R(2) = 0.70, P < 0.0001), Em (R(2) = 0.50, P < 0.0001), Ef (R(2) = 0.42, P < 0.0001), and Aamide (R(2) = 0.43, P < 0.0001) were obtained. Significant correlation was also found between μb and Ef (ρ = 0.280, P = 0.03), but not between μt and any of the determined properties of articular cartilage (P > 0.05). CONCLUSION Multivariate analysis of OCT signal provided good estimates for tissue structure, composition and mechanical properties. This technique may significantly enhance OCT evaluation of articular cartilage integrity, and could be applied, for example, in delineation of degenerated areas around cartilage injuries during arthroscopic repair surgery.
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Affiliation(s)
- P H Puhakka
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland; Department of Clinical Neurophysiology, Kuopio University Hospital, Kuopio, Finland.
| | - N C R Te Moller
- Department of Equine Sciences, Utrecht University, Utrecht, Netherlands.
| | - I O Afara
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland.
| | - J T A Mäkelä
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland.
| | - V Tiitu
- School of Medicine, Institute of Biomedicine, Anatomy, University of Eastern Finland, Kuopio, Finland.
| | - R K Korhonen
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland.
| | - H Brommer
- Department of Equine Sciences, Utrecht University, Utrecht, Netherlands.
| | - T Virén
- Cancer Center, Kuopio University Hospital, Kuopio, Finland.
| | - J S Jurvelin
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland.
| | - J Töyräs
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland; Department of Clinical Neurophysiology, Kuopio University Hospital, Kuopio, Finland.
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11
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Cernohorsky P, Kok AC, de Bruin DM, Brandt MJ, Faber DJ, Tuijthof GJ, Kerkhoffs GM, Strackee SD, van Leeuwen TG. Comparison of optical coherence tomography and histopathology in quantitative assessment of goat talus articular cartilage. Acta Orthop 2015; 86:257-63. [PMID: 25350610 PMCID: PMC4404781 DOI: 10.3109/17453674.2014.979312] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023] Open
Abstract
BACKGROUND AND PURPOSE Optical coherence tomography (OCT) is a light-based imaging technique suitable for depiction of thin tissue layers such as articular cartilage. Quantification of results and direct comparison with a reference standard is needed to confirm the role of OCT in cartilage evaluation. MATERIALS AND METHODS Goat talus articular cartilage repair was assessed quantitatively with OCT and compared with histopathology using semi-automated analysis software. Osteochondral defects were created centrally in goat tali with subsequent healing over 24 weeks. After sacrifice, the tali were analyzed using OCT and processed into histopathology slides. Cartilage thickness, repair tissue area, and surface roughness were measured. Also, light attenuation coefficient measurements were performed to assess differences in the properties of healthy tissue and repair tissue. RESULTS Intra-class correlation coefficients for resemblance between the 2 techniques were 0.95 (p < 0.001) for thickness, 0.73 (p = 0.002) for repair tissue area, and 0.63 (p = 0.015) for surface roughness. Light attenuation differed significantly between healthy cartilage (8.2 (SD 3.9) mm(-1)) and repair tissue (2.8 (SD 1.5) mm(-1)) (p < 0.001). INTERPRETATION Compared to histopathology as the standard reference method, OCT is a reproducible technique in quantitative analysis of goat talus articular cartilage, especially when assessing cartilage thickness and to a lesser extent when measuring repair tissue area and surface roughness. Moreover, differences in local light attenuation suggest measurable variation in tissue structure, enhancing the clinical applicability of quantitative measurements from cartilage OCT images.
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Affiliation(s)
| | - Aimee C Kok
- Orthopedic Surgery, Orthopedic Research Center Amsterdam
| | - Daniel Martijn de Bruin
- Biomedical Engineering and Physics,Urology, Academic Medical Center, University of Amsterdam, Amsterdam
| | | | | | - Gabrielle J Tuijthof
- Orthopedic Surgery, Orthopedic Research Center Amsterdam,Faculty of 3ME, BioMechanical Engineering, Delft University of Technology, Delft, the Netherlands
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