Fourier Transform Infrared Imaging and Infrared Fiber Optic Probe Spectroscopy Identify Collagen Type in Connective Tissues

PLoS ONE

Volumn 8, Issue 5, 2013, Pages

  Hanifi, Arash ^a   McCarthy, Helen ^b   Roberts, Sally ^b   Pleshko, Nancy ^a  

^a Temple University   (United States)

^b KEELE UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

AGGRECAN; COLLAGEN TYPE 1; COLLAGEN TYPE 2; PROTEOGLYCAN;

ANIMAL TISSUE; ARTICLE; BIOCHEMICAL COMPOSITION; BIOLOGICAL MONITORING; BONE TISSUE; CARTILAGE; CONTROLLED STUDY; HISTOLOGY; HUMAN; HUMAN TISSUE; IMMUNOHISTOCHEMISTRY; INFRARED OPTIC PROBE SPECTROSCOPY; INFRARED SPECTROSCOPY; KNEE MENISCUS; MINIMALLY INVASIVE PROCEDURE; NONHUMAN; PARTIAL LEAST SQUARES REGRESSION; PROTEIN ANALYSIS; PROTEIN LOCALIZATION; SPECTROSCOPY; TENDON; TISSUE CHARACTERIZATION; TISSUE DISTRIBUTION; TISSUE REPAIR; VALIDATION PROCESS;

ANIMALS; BONE AND BONES; CARTILAGE; CATTLE; COLLAGEN; FIBER OPTIC TECHNOLOGY; HUMANS; MENISCI, TIBIAL; MICROSCOPY; MULTIVARIATE ANALYSIS; SPECTROSCOPY, FOURIER TRANSFORM INFRARED; TENDONS;

EID: 84878078940     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0064822     Document Type: Article

References (55)

1. Athanasiou KA, Shah AR, Hernandez RJ, LeBaron RG, (2001) Basic science of articular cartilage repair. Clin Sports Med 20: 223-247.
2. Hunziker EB, (1999) Articular cartilage repair: are the intrinsic biological constraints undermining this process insuperable? Osteoarthritis Cartilage 7: 15-28.
3. Bi X, Yang X, Bostrom MPG, Camacho NP, (2006) Fourier transform infrared imaging spectroscopy investigations in the pathogenesis and repair of cartilage. Biochimica et Biophysica Acta (BBA)- Biomembranes 1758: 934-941.
4. Pearle AD, Warren RF, Rodeo SA, (2005) Basic science of articular cartilage and osteoarthritis. Clinics in Sports Medicine 24: 1-+.
5. Nakamura N, Miyama T, Engebretsen L, Yoshikawa H, Shino K, (2009) Cell-Based Therapy in Articular Cartilage Lesions of the Knee. Arthroscopy: The Journal of Arthroscopic & Related Surgery 25: 531-552.
6. Roberts S, Menage J, Sandell LJ, Evans EH, Richardson JB, (2009) Immunohistochemical study of collagen types I and II and procollagen IIA in human cartilage repair tissue following autologous chondrocyte implantation. The Knee 16: 398-404.
7. Roberts S, McCall IW, Darby AJ, Menage J, Evans H, et al. (2003) Autologous chondrocyte implantation for cartilage repair: monitoring its success by magnetic resonance imaging and histology. Arthritis Res Ther 5: R60-73.
8. Hollander AP, Dickinson SC, Sims TJ, Brun P, Cortivo R, et al. (2006) Maturation of tissue engineered cartilage implanted in injured and osteoarthritic human knees. Tissue Eng 12: 1787-1798.
9. Saris DBF, Vanlauwe J, Victor J, Haspl M, Bohnsack M, et al. (2008) Characterized chondrocyte implantation results in better structural repair when treating symptomatic cartilage defects of the knee in a randomized controlled trial versus microfracture. American Journal of Sports Medicine 36: 235-246.
10. Hanifi A, Richardson J, Kuiper J, Roberts S, Pleshko N, (2012) Clinical Outcome of Autologous Chondrocyte Implantation Is Correlated With Infrared Spectroscopic Imaging-Derived Parameters. Osteoarthritis and Cartilage In Press.
11. Gelse K, Poschl E, Aigner T, (2003) Collagens-structure, function, and biosynthesis. Adv Drug Deliv Rev 55: 1531-1546.
12. Hoemann CD, (2004) Molecular and biochemical assays of cartilage components. Methods Mol Med 101: 127-156.
13. Jia S, Liu L, Pan W, Meng G, Duan C, et al. (2012) Oriented cartilage extracellular matrix-derived scaffold for cartilage tissue engineering. J Biosci Bioeng 113: 647-653.
14. Pataridis S, Eckhardt A, Mikulikova K, Sedlakova P, Miksik I, (2008) Identification of collagen types in tissues using HPLC-MS/MS. J Sep Sci 31: 3483-3488.
15. Dodge GR, Poole AR, (1989) Immunohistochemical detection and immunochemical analysis of type II collagen degradation in human normal, rheumatoid, and osteoarthritic articular cartilages and in explants of bovine articular cartilage cultured with interleukin 1. J Clin Invest 83: 647-661.
16. Boskey A, Pleshko Camacho N, (2007) FT-IR imaging of native and tissue-engineered bone and cartilage. Biomaterials 28: 2465-2478.
17. Jiang EY, Rieppo J, (2006) Enhancing FTIR imaging capabilities with two-dimensional correlation spectroscopy (2DCOS): A study of concentration gradients of collagen and proteoglycans in human patellar cartilage. Journal of Molecular Structure 799: 196-203.
18. Kim M, Kraft JJ, Volk AC, Pugarelli J, Pleshko N, et al. (2011) Characterization of a cartilage-like engineered biomass using a self-aggregating suspension culture model: Molecular composition using FT-IRIS. J Orthop Res pp. 1-7.
19. Kim M, Foo LF, Uggen C, Lyman S, Ryaby JT, et al. (2010) Evaluation of Early Osteochondral Defect Repair in a Rabbit Model Utilizing Fourier Transform Infrared Imaging Spectroscopy, Magnetic Resonance Imaging, and Quantitative T2 Mapping. Tissue Engineering Part C: Methods 16: 355-364.
20. Flatten A, Bryhni EA, Kohler A, Egelandsdal B, Isaksson T, (2005) Determination of C22: 5 and C22: 6 marine fatty acids in pork fat with Fourier transform mid-infrared spectroscopy. Meat Science 69: 433-440.
21. Li G, Thomson M, Dicarlo E, Yang X, Nestor B, et al. (2005) A chemometric analysis for evaluation of early-stage cartilage degradation by infrared fiber-optic probe spectroscopy. Appl Spectrosc 59: 1527-1533.
22. West PA, Bostrom MPG, Torzilli PA, Camacho NP, (2004) Fourier transform infrared spectral analysis of degenerative cartilage: An infrared fiber optic probe and imaging study. Applied Spectroscopy 58: 376-381.
23. Saarakkala S, Julkunen P, Kiviranta P, Makitalo J, Jurvelin JS, et al. (2010) Depth-wise progression of osteoarthritis in human articular cartilage: investigation of composition, structure and biomechanics. Osteoarthritis Cartilage 18: 73-81.
24. Rieppo JRL, Hyttinen MM, Jurvelin JS, Kiviranta I, Helminen HJ, (2007) Characterization of the articular cartilage repair tissue with fourier transform infrared imaging spectroscopy and cluster analysis. Trans Orthop Res Soc 32: 666.
25. Bi X, Li G, Doty SB, Camacho NP, (2005) A novel method for determination of collagen orientation in cartilage by Fourier transform infrared imaging spectroscopy (FT-IRIS). Osteoarthritis and Cartilage 13: 1050-1058.
26. Camacho NP, West P, Torzilli PA, Mendelsohn R, (2001) FTIR microscopic imaging of collagen and proteoglycan in bovine cartilage. Biopolymers 62: 1-8.
27. Rieppo L, Saarakkala S, Narhi T, Holopainen J, Lammi M, et al. (2010) Quantitative Analysis of Spatial Proteoglycan Content in Articular Cartilage With Fourier Transform Infrared Imaging Spectroscopy: Critical Evaluation of Analysis Methods and Specificity of the Parameters. Microscopy Research and Technique 73: 503-512.
28. Rieppo J, Hyttinen MM, Halmesmaki E, Ruotsalainen H, Vasara A, et al. (2009) Changes in spatial collagen content and collagen network architecture in porcine articular cartilage during growth and maturation. Osteoarthritis Cartilage 17: 448-455.
29. Kim M, Bi XH, Horton WE, Spencer RG, Camacho NP, (2005) Fourier transform infrared imaging spectroscopic analysis of tissue engineered cartilage: histologic and biochemical correlations. Journal of Biomedical Optics 10: 1-6.
30. Rieppo L, Saarakkala S, Narhi T, Helminen HJ, Jurvelin JS, et al. (2012) Application of second derivative spectroscopy for increasing molecular specificity of Fourier transform infrared spectroscopic imaging of articular cartilage. Osteoarthritis Cartilage 20: 451-459.
31. Potter K, Kidder LH, Levin IW, Lewis EN, Spencer RG, (2001) Imaging of collagen and proteoglycan in cartilage sections using Fourier transform infrared spectral imaging. Arthritis Rheum 44: 846-855.
32. David-Vaudey E, Burghardt A, Keshari K, Brouchet A, Ries M, et al. (2005) Fourier Transform Infrared Imaging of focal lesions in human osteoarthritic cartilage. EurCell Mater 10: 51-60.
33. Baykal D, Irrechukwu O, Lin PC, Fritton K, Spencer RG, et al. (2010) Nondestructive assessment of engineered cartilage constructs using near-infrared spectroscopy. Appl Spectrosc 64: 1160-1166.
34. Krafft C, Popp J (2012) Diagnosis and screening of cancer tissues by vibrational spectroscopy. In: Severcan F, Haris P, editors. Vibrational spectroscopy in diagnosis and screening Netherlands: IOS Press.
35. Esbensen KH (2002) Multivariate data analysis-in practice. Oslo, Norway: Camo.
36. Adams MJ (1995) Chemometrics in analytical spectroscopy. Cambrige, UK: The Royal Society of Chemistry.
37. Geladi P, Isaksson H, Lindqvist L, Wold S, Esbensen K, (1989) Principal Component Analysis of Multivariate Images. Chemometrics and Intelligent Laboratory Systems 5: 209-220.
38. Wold S, Sjostrom M, Eriksson L, (2001) PLS-regression: a basic tool of chemometrics. Chemometrics and Intelligent Laboratory Systems 58: 109-130.
39. Hassani S, Martens H, Qannari EM, Hanafi M, Borge GI, et al. (2010) Analysis of-omics data: Graphical interpretation- and validation tools in multi-block methods. Chemometrics and Intelligent Laboratory Systems 104: 140-153.
40. Aptula AO, Jeliazkova NG, Schultz TW, Cronin MTD, (2005) The better predictive model: High q(2) for the training set or low root mean square error of prediction for the test set? Qsar & Combinatorial Science 24: 385-396.
41. Coleman MD, Gardiner TD, (2009) Sensitivity of model-based quantitative FTIR to instrumental and spectroscopic database error sources. Vibrational Spectroscopy 51: 177-183.
42. Hollander AP, Dickinson SC, Sims TJ, Soranzo C, Pavesio A, (2003) Quantitative analysis of repair tissue biopsies following chondrocyte implantation. Novartis Found Symp 249: 218-229; discussion 229-233, 234-218, 239-241.
43. Matos LL, Trufelli DC, de Matos MG, da Silva Pinhal MA, Immunohistochemistry as an important tool in biomarkers detection and clinical practice. Biomark Insights 5: 9-20.
44. Jensen HE, Salonen J, Ekfors TO, (1997) The use of immunohistochemistry to improve sensitivity and specificity in the diagnosis of systemic mycoses in patients with haematological malignancies. J Pathol 181: 100-105.
45. Belbachir K, Noreen R, Gouspillou G, Petibois C, (2009) Collagen types analysis and differentiation by FTIR spectroscopy. Anal Bioanal Chem 395: 829-837.
46. Kobrina Y, Rieppo L, Saarakkala S, Jurvelin JS, Isaksson H, (2012) Clustering of infrared spectra reveals histological zones in intact articular cartilage. Osteoarthritis and Cartilage 20: 460-468.
47. Yin J, Xia Y, Lu M, (2012) Concentration profiles of collagen and proteoglycan in articular cartilage by Fourier transform infrared imaging and principal component regression. Spectrochim Acta A Mol Biomol Spectrosc 88: 90-96.
48. Rieppo L, Rieppo J, Jurvelin JS, Saarakkala S, (2012) Fourier transform infrared spectroscopic imaging and multivariate regression for prediction of proteoglycan content of articular cartilage. PLoS One 7: e32344.
49. Eyre D, (2002) Collagen of articular cartilage. Arthritis Res 4: 30-35.
50. Roberts S, Hollander AP, Caterson B, Menage J, Richardson JB, (2001) Matrix turnover in human cartilage repair tissue in autologous chondrocyte implantation. Arthritis and Rheumatism 44: 2586-2598.
51. Peterson L, Minas T, Brittberg M, Nilsson A, Sjogren-Jansson E, et al. (2000) Two- to 9-year outcome after autologous chondrocyte transplantation of the knee. Clin Orthop Relat Res 374: 212-234.
52. Gao J, (2000) Immunolocalization of types I, II, and X collagen in the tibial insertion sites of the medial meniscus. Knee Surg Sports Traumatol Arthrosc 8: 61-65.
53. Hellio Le Graverand MP, Vignon E, Otterness IG, Hart DA, (2001) Early changes in lapine menisci during osteoarthritis development: Part II: molecular alterations. Osteoarthritis Cartilage 9: 65-72.
54. Hanifi A, Bi X, Yang X, Kavukcuoglu B, Lin PC, et al. (2012) Infrared fiber optic probe evaluation of degenerative cartilage correlates to histological grading. Am J Sports Med 40: 2853-2861.
55. Bi X, Yang X, Bostrom M, Bartusik D, Ramaswamy S, et al. (2007) Fourier transform infrared imaging and MR microscopy studies detect compositional and structural changes in cartilage in a rabbit model of osteoarthritis. Analytical and Bioanalytical Chemistry 387: 1601-1612.