Near-infrared (NIR) spectroscopic evaluation of articular cartilage: A review of current and future trends

ABSTRACT This review describes recent developments and applications of near-infrared (NIR) spectroscopy for characterization of articular cartilage integrity. It summarizes the research findings in this area and presents some spectral ranges and peaks associated with the different properties and components of articular cartilage. We further describe recent adaptations of NIR spectroscopy for clinical evaluation of articular cartilage injury and degeneration. Critical to accurate decision-making during repair surgery is having clear knowledge of lesion severity and spread, and how to grade the quality of surrounding cartilage. Thus, in this review, we detail efforts aimed at quantification and classification of cartilage pathology using NIR spectroscopy. Finally, we present open questions and challenges with a view to guiding future directions in NIR spectroscopy research on articular cartilage.

[1]  Lars Engebretsen,et al.  Articular Cartilage Lesions in 993 Consecutive Knee Arthroscopies , 2004, The American journal of sports medicine.

[2]  Adekunle Oloyede,et al.  Near Infrared for Non-Destructive Testing of Articular Cartilage , 2013 .

[3]  G. Némethy Structure of water and of aqueous solutions. , 1966, Cryobiology.

[4]  Xu Yang,et al.  A Chemometric Analysis for Evaluation of Early-Stage Cartilage Degradation by Infrared Fiber-Optic Probe Spectroscopy , 2005, Applied spectroscopy.

[5]  J. B. Kneeland,et al.  Sensitivity of MRI to proteoglycan depletion in cartilage: comparison of sodium and proton MRI. , 2000, Osteoarthritis and cartilage.

[6]  A. Gopez,et al.  MR Imaging of the Postoperative Meniscus: Repair, Resection, and Replacement , 2006, Seminars in musculoskeletal radiology.

[7]  A. Sämann,et al.  Non-invasive blood glucose monitoring by means of near infrared spectroscopy: investigation of long-term accuracy and stability. , 2000, Experimental and clinical endocrinology & diabetes : official journal, German Society of Endocrinology [and] German Diabetes Association.

[8]  P. Torzilli,et al.  Fourier Transform Infrared Spectral Analysis of Degenerative Cartilage: An Infrared Fiber Optic Probe and Imaging Study , 2004, Applied spectroscopy.

[9]  Gunther O. Hofmann,et al.  How valid is the arthroscopic diagnosis of cartilage lesions? Results of an opinion survey among highly experienced arthroscopic surgeons , 2009, Archives of Orthopaedic and Trauma Surgery.

[10]  Robert R. Alfano,et al.  Deep optical imaging of tissue using the second and third near-infrared spectral windows , 2014, Journal of biomedical optics.

[11]  J. Duryea,et al.  Radiographic evaluation of osteoarthritis. , 2004, Radiologic clinics of North America.

[12]  William Herschel XIV. Experiments on the refrangibility of the invisible rays of the sun , 1800 .

[13]  C. Haasper,et al.  Near-Infrared Spectroscopy Correlates with Established Histological Scores in a Miniature Pig Model of Cartilage Regeneration , 2014, The open orthopaedics journal.

[14]  Holger Plettenberg,et al.  Evaluation of cartilage defects with near-infrared spectroscopy (NIR): an ex vivo study. , 2008, Medical engineering & physics.

[15]  R. Mayne Cartilage collagens. What is their function, and are they involved in articular disease? , 1989, Arthritis and rheumatism.

[16]  Markku Hauta-Kasari,et al.  Optical absorption spectra of human articular cartilage correlate with biomechanical properties, histological score and biochemical composition , 2015, Physiological measurement.

[17]  Xiaohong Bi,et al.  Fourier transform infrared imaging spectroscopic analysis of tissue engineered cartilage: histologic and biochemical correlations. , 2005, Journal of biomedical optics.

[18]  X. Edward Guo,et al.  Mechano-electrochemical properties of articular cartilage: their inhomogeneities and anisotropies. , 2002, Annual review of biomedical engineering.

[19]  S. Stafford,et al.  Multivariate Statistics for Wildlife and Ecology Research , 2000, Springer New York.

[20]  P. Geladi,et al.  Linearization and Scatter-Correction for Near-Infrared Reflectance Spectra of Meat , 1985 .

[21]  K. C. Lawrence,et al.  Prediction of Fat Content in Poultry Meat by Near-Infrared Transmission Analysis , 2003 .

[22]  T. Hardingham,et al.  Proteoglycans: many forms and many functions , 1992, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[23]  D. Bae,et al.  Cartilage healing after microfracture in osteoarthritic knees. , 2006, Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association.

[24]  T. Briggs,et al.  Histological evaluation of chondral defects after autologous chondrocyte implantation of the knee. , 2003, The Journal of bone and joint surgery. British volume.

[25]  R Crawford,et al.  Non-destructive evaluation of articular cartilage defects using near-infrared (NIR) spectroscopy in osteoarthritic rat models and its direct relation to Mankin score. , 2012, Osteoarthritis and cartilage.

[26]  J A Skinner,et al.  A prospective, randomised study comparing two techniques of autologous chondrocyte implantation for osteochondral defects in the knee: Periosteum covered versus type I/III collagen covered. , 2006, The Knee.

[27]  P. Moreno,et al.  Detection of Lipid Pool, Thin Fibrous Cap, and Inflammatory Cells in Human Aortic Atherosclerotic Plaques by Near-Infrared Spectroscopy , 2002, Circulation.

[28]  H J Mankin,et al.  Water content and binding in normal and osteoarthritic human cartilage. , 1975, The Journal of bone and joint surgery. American volume.

[29]  B. P. Smith,et al.  Cartilage injuries: a review of 31,516 knee arthroscopies. , 1997, Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association.

[30]  S. Wold,et al.  PLS-regression: a basic tool of chemometrics , 2001 .

[31]  M. Brittberg,et al.  Evaluation of Cartilage Injuries and Repair , 2003, The Journal of bone and joint surgery. American volume.

[32]  R Mendelsohn,et al.  FTIR microscopic imaging of collagen and proteoglycan in bovine cartilage. , 2001, Biopolymers.

[33]  Jh. Kellgren Radiological assessment of osteoarthritis , 1957 .

[34]  M. C. de Waal Malefijt,et al.  [Interobserver variation in diagnostic arthroscopy of the knee joint. "How really objective are arthroscopic findings?"]. , 1997, Der Unfallchirurg.

[35]  R R Alfano,et al.  Near Infrared Spectroscopy and Imaging to Probe Differences in Water Content in Normal and Cancer Human Prostate Tissues , 2004, Technology in cancer research & treatment.

[36]  C. Vygantas,et al.  Improved Technics for the near Infrared Study of Water Binding by Globular Proteins and Intact Tissues , 1976 .

[38]  David Tolliver,et al.  Clinical optical coherence tomography of early articular cartilage degeneration in patients with degenerative meniscal tears. , 2010, Arthritis and rheumatism.

[39]  J. Kellgren,et al.  Radiological Assessment of Osteo-Arthrosis , 1957, Annals of the rheumatic diseases.

[40]  R K Korhonen,et al.  Depth-wise progression of osteoarthritis in human articular cartilage: investigation of composition, structure and biomechanics. , 2010, Osteoarthritis and cartilage.

[41]  P. Torzilli,et al.  Equilibrium water partition in articular cartilage. , 1982, Biorheology.

[42]  G. Tøgersen,et al.  On-line prediction of chemical composition of semi-frozen ground beef by non-invasive NIR spectroscopy. , 2003, Meat science.

[43]  U. Palukuru,et al.  Near infrared spectroscopic imaging assessment of cartilage composition: Validation with mid infrared imaging spectroscopy. , 2016, Analytica chimica acta.

[44]  Charles A McKenzie,et al.  Delayed gadolinium-enhanced magnetic resonance imaging of cartilage in knee osteoarthritis: findings at different radiographic stages of disease and relationship to malalignment. , 2005, Arthritis and rheumatism.

[45]  P. Rolfe,et al.  Non-invasive in vivo near-infrared optical measurement of the penetration depth in the neonatal head. , 1991, Clinical physics and physiological measurement : an official journal of the Hospital Physicists' Association, Deutsche Gesellschaft fur Medizinische Physik and the European Federation of Organisations for Medical Physics.

[46]  Juha Töyräs,et al.  Near Infrared Spectroscopic Mapping of Functional Properties of Equine Articular Cartilage , 2016, Annals of Biomedical Engineering.

[47]  R. Strachan,et al.  Chondral lesions of the knee: A new localization method and correlation with associated pathology. , 2001, Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association.

[48]  Y. Ozaki,et al.  Short-wave near-infrared spectroscopy of biological fluids. 1. Quantitative analysis of fat, protein, and lactose in raw milk by partial least-squares regression and band assignment. , 2001, Analytical chemistry.

[49]  R A Shaw,et al.  Quantitation of protein, creatinine, and urea in urine by near-infrared spectroscopy. , 1996, Clinical biochemistry.

[50]  Gunther O. Hofmann,et al.  Traumatic and degenerative cartilage lesions: arthroscopic differentiation using near-infrared spectroscopy (NIRS) , 2013, Archives of Orthopaedic and Trauma Surgery.

[51]  J. Lambotte,et al.  Arthroscopic Measurement of Cartilage Lesions of the Knee Condyle , 2011, Cartilage.

[52]  Oloyede Adekunle,et al.  Current state of the application of infrared optical methods for assessing articular cartilage , 2011 .

[53]  L. Rintoul,et al.  Diffuse reflectance near infrared spectroscopy can distinguish normal from enzymatically digested cartilage , 2009, Physics in medicine and biology.

[54]  I. Kiviranta,et al.  Delayed gadolinium‐enhanced MRI of cartilage (dGEMRIC) and T2 characteristics of human knee articular cartilage: Topographical variation and relationships to mechanical properties , 2004, Magnetic resonance in medicine.

[55]  A. Peirs,et al.  Light penetration properties of NIR radiation in fruit with respect to non-destructive quality assessment , 2000 .

[56]  T D Cooke,et al.  Radiographic assessment of progression in osteoarthritis. , 1987, Arthritis and rheumatism.

[57]  Douglas Fernandes Barbin,et al.  Prediction of chicken quality attributes by near infrared spectroscopy. , 2015, Food chemistry.

[58]  J. Kuiper,et al.  A spectroscopic approach to imaging and quantification of cartilage lesions in human knee joints , 2011, Physics in medicine and biology.

[59]  S Majumdar,et al.  Fourier Transform Infrared Imaging of focal lesions in human osteoarthritic cartilage. , 2005, European cells & materials.

[60]  Francis W. L. Esmonde-White,et al.  Fiber-optic Raman spectroscopy of joint tissues. , 2011, The Analyst.

[61]  S. Klein,et al.  Reproducibility of 3D delayed gadolinium enhanced MRI of cartilage (DGEMRIC) of the knee at 3.0 Tesla in patients with early-stage osteoarthritis , 2012 .

[62]  R. Landgraf,et al.  Blood Glucose Measurement by Infrared Spectroscopy , 1989, The International journal of artificial organs.

[63]  Nobuhiko Sugano,et al.  Raman spectroscopy investigation of load-assisted microstructural alterations in human knee cartilage: Preliminary study into diagnostic potential for osteoarthritis. , 2014, Journal of the mechanical behavior of biomedical materials.

[64]  Martin Hoffmann,et al.  Comparison of Optical and Biomechanical Properties of Native and Artificial Equine Joint Cartilage under Load using NIR Spectroscopy , 2012 .

[65]  Adekunle Oloyede,et al.  Spatial mapping of proteoglycan content in articular cartilage using near-infrared (NIR) spectroscopy. , 2015, Biomedical optics express.

[66]  Nancy Pleshko,et al.  Assessment of hyaline cartilage matrix composition using near infrared spectroscopy. , 2014, Matrix biology : journal of the International Society for Matrix Biology.

[67]  Ivan Marintschev,et al.  How do visual, spectroscopic and biomechanical changes of cartilage correlate in osteoarthritic knee joints? , 2010, Clinical biomechanics.

[68]  M. V. Padalkar,et al.  Near Infrared Spectroscopic Evaluation of Water in Hyaline Cartilage , 2012, 2012 38th Annual Northeast Bioengineering Conference (NEBEC).

[69]  Marcelo Blanco,et al.  NIR spectroscopy: a rapid-response analytical tool , 2002 .

[70]  G. Cazorla,et al.  Glucose and lactate concentration determination on single microsamples by Fourier-transform infrared spectroscopy. , 2000, The Journal of laboratory and clinical medicine.

[71]  M. Dougados,et al.  Inter-observer reliability of the arthroscopic quantification of chondropathy of the knee. , 1998, Osteoarthritis and cartilage.

[72]  O. Svensson,et al.  Observer reliability in the arthroscopic classification of osteoarthritis of the knee. , 2002, The Journal of bone and joint surgery. British volume.

[73]  A Oloyede,et al.  Load-unloading response of intact and artificially degraded articular cartilage correlated with near infrared (NIR) absorption spectra. , 2013, Journal of the mechanical behavior of biomedical materials.

[74]  A. Carr,et al.  Characterization of early stage cartilage degradation using diffuse reflectance near infrared spectroscopy , 2011, Physics in medicine and biology.

[75]  E B Hunziker,et al.  Articular cartilage repair: basic science and clinical progress. A review of the current status and prospects. , 2002, Osteoarthritis and cartilage.

[76]  H. Dorfman,et al.  Biochemical and metabolic abnormalities in articular cartilage from osteo-arthritic human hips. II. Correlation of morphology with biochemical and metabolic data. , 1971, The Journal of bone and joint surgery. American volume.

[77]  Y. Xia,et al.  The depth-dependent anisotropy of articular cartilage by Fourier-transform infrared imaging (FTIRI). , 2007, Osteoarthritis and cartilage.

[78]  Carl Johan Tiderius,et al.  Delayed gadolinium‐enhanced MRI of cartilage (dGEMRIC) in early knee osteoarthritis , 2003, Magnetic resonance in medicine.

[79]  Gunter Spahn,et al.  Detection and evaluation of initial cartilage pathology in man: A comparison between MRT, arthroscopy and near-infrared spectroscopy (NIR) in their relation to initial knee pain. , 2010, Pathophysiology : the official journal of the International Society for Pathophysiology.

[80]  B. Park,et al.  Visible-near-infrared spectroscopy to predict water-holding capacity in normal and pale broiler breast meat. , 2011, Poultry science.

[81]  C. McGoverin,et al.  The Contribution of Bone and Cartilage to the Near-Infrared Spectrum of Osteochondral Tissue , 2014, Applied spectroscopy.

[82]  P. R. van Weeren,et al.  Arthroscopic optical coherence tomography provides detailed information on articular cartilage lesions in horses. , 2013, Veterinary journal.

[83]  H. J. Mankin,et al.  Instructional Course Lectures, The American Academy of Orthopaedic Surgeons - Articular Cartilage. Part II: Degeneration and Osteoarthrosis, Repair, Regeneration, and Transplantation*† , 1997 .

[84]  A. Villringer,et al.  Near infrared spectroscopy (NIRS): A new tool to study hemodynamic changes during activation of brain function in human adults , 1993, Neuroscience Letters.

[85]  G. Gold,et al.  MR imaging of articular cartilage physiology. , 2011, Magnetic resonance imaging clinics of North America.

[86]  P. Gishen,et al.  Radiological assessment of hip osteoarthritis , 1999, The Lancet.

[87]  S. Kotowich,et al.  Arthritis diagnosis based upon the near-infrared spectrum of synovial fluid , 2004, Rheumatology International.

[88]  Lihai Zhang,et al.  Characterization of Articular Cartilage Recovery and Its Correlation with Optical Response in the Near-Infrared Spectral Range , 2016, Cartilage.

[89]  R. Wright,et al.  Osteoarthritis Classification Scales: Interobserver Reliability and Arthroscopic Correlation. , 2014, The Journal of bone and joint surgery. American volume.

[90]  P. Williams,et al.  Chemical principles of near-infrared technology , 1987 .

[91]  I. Kiviranta,et al.  Arthroscopic Ultrasound Assessment of Articular Cartilage in the Human Knee Joint , 2011, Cartilage.

[92]  Helen Muir,et al.  The chondrocyte, architect of cartilage. Biomechanics, structure, function and molecular biology of cartilage matrix macromolecules , 1995, BioEssays : news and reviews in molecular, cellular and developmental biology.

[93]  Christopher D. Brown,et al.  Derivative Preprocessing and Optimal Corrections for Baseline Drift in Multivariate Calibration , 2000 .

[94]  K. Hjelle,et al.  Articular cartilage defects in 1,000 knee arthroscopies. , 2002, Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association.

[95]  P. Croft,et al.  An introduction to the Atlas of Standard Radiographs of Arthritis. , 2005, Rheumatology.

[96]  Determination of cerebral venous hemoglobin saturation by derivative near infrared spectroscopy. , 1989, Advances in experimental medicine and biology.

[97]  J. Muller,et al.  Near-infrared spectroscopy for the detection of vulnerable coronary artery plaques. , 2006, Journal of the American College of Cardiology.

[98]  Hanli Liu,et al.  Effect of Photothermal Therapy on Breast Tumor Vascular Contents: Noninvasive Monitoring by Near-infrared Spectroscopy¶ , 2005, Photochemistry and photobiology.

[99]  H.W.J. Huiskes,et al.  Basic orthopaedic biomechanics and mechano-biology , 2005 .

[100]  R. Frost,et al.  Near infrared spectroscopy of stearic acid adsorbed on montmorillonite. , 2010, Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy.

[101]  William Herschel,et al.  Experiments on the Refrangibility of the Invisible Rays of the Sun. By William Herschel, LL. D. F. R. S. , 1800 .

[102]  Yin Xiao,et al.  Near infrared (NIR) absorption spectra correlates with subchondral bone micro-CT parameters in osteoarthritic rat models. , 2013, Bone.

[103]  N. Pleshko,et al.  Wavelength-dependent penetration depth of near infrared radiation into cartilage. , 2015, The Analyst.

[104]  Adekunle Oloyede,et al.  Near infrared spectroscopy for rapid determination of Mankin score components: a potential tool for quantitative characterization of articular cartilage at surgery. , 2014, Arthroscopy : the journal of arthroscopic & related surgery : official publication of the Arthroscopy Association of North America and the International Arthroscopy Association.

[105]  Y. Zheng,et al.  Quantitative assessment of articular cartilage using high-frequency ultrasound: research findings and diagnostic prospects. , 2009, Critical reviews in biomedical engineering.

[106]  A Javed,et al.  Interobserver variations in intra-articular evaluation during arthroscopy of the knee. , 2002, The Journal of bone and joint surgery. British volume.

[107]  Chung C. Hsu,et al.  Determination of residual moisture in lyophilized protein pharmaceuticals using a rapid and non-invasive method: near infrared spectroscopy. , 2002, PDA journal of pharmaceutical science and technology.

[108]  G. Murrell,et al.  Poor accuracy and interobserver reliability of knee arthroscopy measurements are improved by the use of variable angle elongated probes , 2002, Annals of the rheumatic diseases.

[109]  Application of Principal Component Analysis on NIR Spectral Collection after Elimination of Interference by a Least-Squares Procedure , 1988 .

[110]  R. Spencer,et al.  Nondestructive Assessment of Engineered Cartilage Constructs Using Near-Infrared Spectroscopy , 2010, Applied spectroscopy.

[111]  H. Gill,et al.  Acoustic, mechanical and near-infrared profiling of osteoarthritic progression in bovine joints , 2012, Physics in medicine and biology.

[112]  Stephen J. Matcher,et al.  Local variations in bone mineral density: a comparison of OCT versus x-ray micro-CT , 2008, SPIE BiOS.

[113]  A Ratcliffe,et al.  Mechanical and biochemical changes in the superficial zone of articular cartilage in canine experimental osteoarthritis , 1994, Journal of orthopaedic research : official publication of the Orthopaedic Research Society.

[114]  Interobserver variance in diagnostic arthroscopy of the knee , 1997, Der Unfallchirurg.

[115]  Haibiao Ding,et al.  Identification of broiler chicken meat using a visible/near-infrared spectroscopic technique , 1999 .

[116]  A Oloyede,et al.  Application of near infrared (NIR) spectroscopy for determining the thickness of articular cartilage. , 2013, Medical engineering & physics.

[117]  M. Rendell,et al.  Determination of hemoglobin levels in the finger using near infrared spectroscopy. , 2003, Clinical and laboratory haematology.

[118]  Thomas Aigner,et al.  Articular cartilage and changes in Arthritis: Cell biology of osteoarthritis , 2001, Arthritis Research & Therapy.

[119]  V C Mow,et al.  Variations in the intrinsic mechanical properties of human articular cartilage with age, degeneration, and water content. , 1982, The Journal of bone and joint surgery. American volume.

[120]  L H Kidder,et al.  Imaging of collagen and proteoglycan in cartilage sections using Fourier transform infrared spectral imaging. , 2001, Arthritis and rheumatism.

[121]  H. Helminen,et al.  Ultrasonic characterization of articular cartilage. , 2002, Biorheology.

[122]  Nondestructive Assessment of Engineered Cartilage Composition by Near Infrared Spectroscopy , 2016, Annals of Biomedical Engineering.