Subchondral bone trabecular integrity predicts and changes concurrently with radiographic and magnetic resonance imaging-determined knee osteoarthritis progression

Arthritis and Rheumatism

Volumn 65, Issue 7, 2013, Pages 1812-1821

  Kraus, Virginia Byers ^a   Feng, Sheng ^a   Wang, Shengchu ^a   White, Scott ^a   Ainslie, Maureen ^a   Le Graverand, Marie Pierre Hellio ^b   Brett, Alan ^c,d   Eckstein, Felix ^e,f   Hunter, David J ^g,h   Lane, Nancy E ⁱ   Taljanovic, Mihra S ^j   Schnitzer, Thomas ^k   Charles, H Cecil ^a  

^a DUKE UNIVERSITY   (United States)

^b PFIZER GLOBAL RESEARCH AND DEVELOPMENT   (United States)

^c Optasia Medical   (United Kingdom)

^d Mindways Software Inc   (United States)

^e PARACELSUS MEDICAL UNIVERSITY   (Austria)

^f Chondrometrics GmbH   (Germany)

^g NEW ENGLAND BAPTIST HOSPITAL   (United States)

^h UNIVERSITY OF SYDNEY   (Australia)

ⁱ UNIVERSITY OF CALIFORNIA   (United States)

^j UNIVERSITY OF ARIZONA   (United States)

^k NORTHWESTERN UNIVERSITY   (United States)

more..

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; AREA UNDER THE CURVE; ARTICLE; BONE TRABECULAR INTEGRITY; DISEASE COURSE; FEMALE; HUMAN; JOINT CAVITY; JOINT SPACE AREA; JOINT SPACE WIDTH; KNEE OSTEOARTHRITIS; KNEE RADIOGRAPHY; LONGITUDINAL STUDY; MAJOR CLINICAL STUDY; MALE; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; TRABECULAR BONE;

AGED; CARTILAGE, ARTICULAR; COHORT STUDIES; DISEASE PROGRESSION; FEMALE; FEMUR; FRACTALS; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LONGITUDINAL STUDIES; MAGNETIC RESONANCE IMAGING; MIDDLE AGED; OSTEOARTHRITIS, KNEE; ROC CURVE; TIBIA;

EID: 84879848486     PISSN: 00043591     EISSN: 15290131     Source Type: Journal    
DOI: 10.1002/art.37970     Document Type: Article

References (53)

1. Martel-Pelletier J, Pelletier JP,. Is osteoarthritis a disease involving only cartilage or other articular tissues? Eklem Hastalik Cerrahisi 2010; 21: 2-14.
2. Kwan Tat S, Lajeunesse D, Pelletier JP, Martel-Pelletier J,. Targeting subchondral bone for treating osteoarthritis: what is the evidence? Best Pract Res Clin Rheumatol 2010; 24: 51-70.
3. Chiba K, Uetani M, Kido Y, Ito M, Okazaki N, Taguchi K, et al. Osteoporotic changes of subchondral trabecular bone in osteoarthritis of the knee: a 3-T MRI study. Osteoporos Int 2012; 23: 589-97.
4. Lories RJ, Luyten FP,. The bone-cartilage unit in osteoarthritis. Nat Rev Rheumatol 2011; 7: 43-9.
5. Prasadam I, Friis T, Shi W, van Gennip S, Crawford R, Xiao Y,. Osteoarthritic cartilage chondrocytes alter subchondral bone osteoblast differentiation via MAPK signalling pathway involving ERK1/2. Bone 2010; 46: 226-35.
6. Prasadam I, van Gennip S, Friis T, Shi W, Crawford R, Xiao Y,. ERK-1/2 and p38 in the regulation of hypertrophic changes of normal articular cartilage chondrocytes induced by osteoarthritic subchondral osteoblasts. Arthritis Rheum 2010; 62: 1349-60.
7. Wang SX, Arsenault L, Hunziker EB,. Stereologic analysis of tibial-plateau cartilage and femoral cancellous bone in guinea pigs with spontaneous csteoarthritis. Clin Orthop Relat Res 2011; 469: 2796-805.
8. Bellido M, Lugo L, Roman-Blas JA, Castaneda S, Caeiro JR, Dapia S, et al. Subchondral bone microstructural damage by increased remodelling aggravates experimental osteoarthritis preceded by osteoporosis. Arthritis Res Ther 2010; 12: R152.
9. Little CB, Fosang AJ,. Is cartilage matrix breakdown an appropriate therapeutic target in osteoarthritis-insights from studies of aggrecan and collagen proteolysis? Curr Drug Targets 2010; 11: 561-75.
10. Blumenkrantz G, Lindsey CT, Dunn TC, Jin H, Ries MD, Link TM, et al. A pilot, two-year longitudinal study of the interrelationship between trabecular bone and articular cartilage in the osteoarthritic knee. Osteoarthritis Cartilage 2004; 12: 997-1005.
11. Schneider E, Lo GH, Sloane G, Fanella L, Hunter DJ, Eaton CB, et al. Magnetic resonance imaging evaluation of weight-bearing subchondral trabecular bone in the knee. Skeletal Radiol 2011; 40: 95-103.
12. Weng LH, Wang CJ, Ko JY, Sun YC, Wang FS,. Control of Dkk-1 ameliorates chondrocyte apoptosis, cartilage destruction, and subchondral bone deterioration in osteoarthritic knees. Arthritis Rheum 2010; 62: 1393-402.
13. Chiba K, Ito M, Osaki M, Uetani M, Shindo H,. In vivo structural analysis of subchondral trabecular bone in osteoarthritis of the hip using multi-detector row CT. Osteoarthritis Cartilage 2011; 19: 180-5.
14. Zhang ZM, Li ZC, Jiang LS, Jiang SD, Dai LY,. Micro-CT and mechanical evaluation of subchondral trabecular bone structure between postmenopausal women with osteoarthritis and osteoporosis. Osteoporos Int 2010; 21: 1383-90.
15. Neogi T, Nevitt M, Niu J, Sharma L, Roemer F, Guermazi A, et al. Subchondral bone attrition may be a reflection of compartment-specific mechanical load: the MOST Study. Ann Rheum Dis 2010; 69: 841-4.
16. 2 knee cartilage laminar organization in a subset of patients from the Osteoarthritis Initiative: a texture approach. Magn Reson Med 2011; 65: 1184-94.
17. Veenland JF, Grashuis JL, Gelsema ES,. Texture analysis in radiographs: the influence of modulation transfer function and noise on the discriminative ability of texture features. Med Phys 1998; 25: 922-36.
18. Podsiadlo P, Dahl L, Englund M, Lohmander LS, Stachowiak GW,. Differences in trabecular bone texture between knees with and without radiographic osteoarthritis detected by fractal methods. Osteoarthritis Cartilage 2008; 16: 323-9.
19. Kraus VB, Feng S, Wang S, White S, Ainslie M, Brett A, et al. Trabecular morphometry by fractal signature analysis is a novel marker of osteoarthritis progression. Arthritis Rheum 2009; 60: 3711-22.
20. Messent EA, Buckland-Wright JC, Blake GM,. Fractal analysis of trabecular bone in knee osteoarthritis (OA) is a more sensitive marker of disease status than bone mineral density (BMD). Calcif Tissue Int 2005; 76: 419-25.
21. Hunter DJ,. Risk stratification for knee osteoarthritis progression: a narrative review. Osteoarthritis Cartilage 2009; 17: 1402-7.
22. Madan-Sharma R, Kloppenburg M, Kornaat PR, Botha-Scheepers SA, Le Graverand MP, Bloem JL, et al. Do MRI features at baseline predict radiographic joint space narrowing in the medial compartment of the osteoarthritic knee 2 years later? Skeletal Radiol 2008; 37: 805-11.
23. Eckstein F, Cotofana S, Wirth W, Nevitt M, John MR, Dreher D, et al, for the Osteoarthritis Initiative Investigators Group. Greater rates of cartilage loss in painful knees than in pain-free knees after adjustment for radiographic disease stage: data from the Osteoarthritis Initiative. Arthritis Rheum 2011; 63: 2257-67.
24. Bingham CO III, Buckland-Wright JC, Garnero P, Cohen SB, Dougados M, Adami S, et al. Risedronate decreases biochemical markers of cartilage degradation but does not decrease symptoms or slow radiographic progression in patients with medial compartment osteoarthritis of the knee: results of the two-year multinational Knee Osteoarthritis Structural Arthritis study. Arthritis Rheum 2006; 54: 3494-507.
25. Eckstein F, Maschek S, Wirth W, Hudelmaier M, Hitzl W, Wyman B, et al. One year change of knee cartilage morphology in the first release of participants from the Osteoarthritis Initiative progression subcohort: association with sex, body mass index, symptoms and radiographic osteoarthritis status. Ann Rheum Dis 2009; 68: 674-9.
26. Bartlett SJ, Ling SM, Mayo NE, Scott SC, Bingham CO III,. Identifying common trajectories of joint space narrowing over two years in knee osteoarthritis. Arthritis Care Res (Hoboken) 2011; 63: 1722-8.
27. Eckstein F, Buck RJ, Burstein D, Charles HC, Crim J, Hudelmaier M, et al. Precision of 3.0 Tesla quantitative magnetic resonance imaging of cartilage morphology in a multicentre clinical trial. Ann Rheum Dis 2008; 67: 1683-8.
28. Kellgren JH, Lawrence JS,. Radiological assessment of osteo-arthrosis. Ann Rheum Dis 1957; 16: 494-502.
29. Mazzuca SA, Hellio Le Graverand MP, Vignon E, Hunter DJ, Jackson CG, Kraus VB, et al. Performance of a non-fluoroscopically assisted substitute for the Lyon schuss knee radiograph: quality and reproducibility of positioning and sensitivity to joint space narrowing in osteoarthritic knees. Osteoarthritis Cartilage 2008; 16: 1555-9.
30. Charles HC, Kraus VB, Ainslie M, Hellio Le Graverand-Gastineau MP,. Optimization of the fixed-flexion knee radiograph. Osteoarthritis Cartilage 2007; 15: 1221-4.
31. Hellio Le Graverand MP, Buck RJ, Wyman BT, Vignon E, Mazzuca SA, Brandt KD, et al. Change in regional cartilage morphology and joint space width in osteoarthritis participants versus healthy controls: a multicentre study using 3.0 Tesla MRI and Lyon Schuss radiography. Ann Rheum Dis 2010; 69: 155-62.
32. Eckstein F, Wyman BT, Buck RJ, Wirth W, Maschek S, Hudelmaier M, et al. Longitudinal quantitative MR imaging of cartilage morphology in the presence of gadopentetate dimeglumine (Gd-DTPA). Magn Reson Med 2009; 61: 975-80.
33. Eckstein F, Charles HC, Buck RJ, Kraus VB, Remmers AE, Hudelmaier M, et al. Accuracy and precision of quantitative assessment of cartilage morphology by magnetic resonance imaging at 3.0T. Arthritis Rheum 2005; 52: 3132-6.
34. Eckstein F, Cicuttini F, Raynauld JP, Waterton JC, Peterfy C,. Magnetic resonance imaging (MRI) of articular cartilage in knee osteoarthritis (OA): morphological assessment. Osteoarthritis Cartilage 2006; 14 Suppl A: A46-75.
35. Efron B, Tibshirani R,. Improvements on cross-validation: the.632+ bootstrap method. J Am Stat Assoc 1997; 92: 548-60.
36. Eckstein F, Benichou O, Wirth W, Nelson DR, Maschek S, Hudelmaier M, et al, for the Osteoarthritis Initiative. Magnetic resonance imaging-based cartilage loss in painful contralateral knees with and without radiographic joint space narrowing: data from the Osteoarthritis Initiative Investigators. Arthritis Rheum 2009; 61: 1218-25.
37. Eckstein F, Le Graverand MP, Charles HC, Hunter DJ, Kraus VB, Sunyer T, et al. Clinical, radiographic, molecular and MRI-based predictors of cartilage loss in knee osteoarthritis. Ann Rheum Dis 2011; 70: 1223-30.
38. Woloszynski T, Podsiadlo P, Stachowiak GW, Kurzynski M,. A signature dissimilarity measure for trabecular bone texture in knee radiographs. Med Phys 2010; 37: 2030-42.
39. Woloszynski T, Podsiadlo P, Stachowiak GW, Kurzynski M, Lohmander LS, Englund M,. Prediction of progression of radiographic knee osteoarthritis using tibial trabecular bone texture. Arthritis Rheum 2012; 64: 688-95.
40. Shamir L, Ling SM, Scott W, Hochberg M, Ferrucci L, Goldberg IG,. Early detection of radiographic knee osteoarthritis using computer-aided analysis. Osteoarthritis Cartilage 2009; 17: 1307-12.
41. Goldring MB, Goldring SR,. Articular cartilage and subchondral bone in the pathogenesis of osteoarthritis. Ann N Y Acad Sci 2010; 1192: 230-7.
42. Day JS, Ding M, van der Linden JC, Hvid I, Sumner DR, Weinans H,. A decreased subchondral trabecular bone tissue elastic modulus is associated with pre-arthritic cartilage damage. J Orthop Res 2001; 19: 914-8.
43. Goldring SR, Goldring MB,. Bone and cartilage in osteoarthritis: is what's best for one good or bad for the other? Arthritis Res Ther 2010; 12: 143.
44. Ding M,. Microarchitectural adaptations in aging and osteoarthrotic subchondral bone issues. Acta Orthop Suppl 2010; 81: 1-53.
45. Cox LG, van Donkelaar CC, van Rietbergen B, Emans PJ, Ito K,. Decreased bone tissue mineralization can partly explain subchondral sclerosis observed in osteoarthritis. Bone 2012; 50: 1152-61.
46. Bailey AJ, Mansell JP, Sims TJ, Banse X,. Biochemical and mechanical properties of subchondral bone in osteoarthritis. Biorheology 2004; 41: 349-58.
47. Hunter DJ, Zhang YQ, Tu X, LaValley M, Niu JB, Amin S, et al. Change in joint space width: hyaline articular cartilage loss or alteration in meniscus? Arthritis Rheum 2006; 54: 2488-95.
48. Wang Y, Wluka AE, Pelletier JP, Martel-Pelletier J, Abram F, Ding C, et al. Meniscal extrusion predicts increases in subchondral bone marrow lesions and bone cysts and expansion of subchondral bone in osteoarthritic knees. Rheumatology (Oxford) 2010; 49: 997-1004.
49. Lynch JA, Hawkes DJ, Buckland-Wright JC,. A robust and accurate method for calculating the fractal signature of texture in macroradiographs of osteoarthritic knees. Med Inform (Lond) 1991; 16: 241-51.
50. Lynch JA, Hawkes DJ, Buckland-Wright JC,. Analysis of texture in macroradiographs of osteoarthritic knees using the fractal signature. Phys Med Biol 1991; 36: 709-22.
51. Buckland-Wright C, Messent EA, Papaloucas CD, Cline GA, Beary JF, Meyer J,. Tibial cancellous bone changes in OA knee patients grouped into those with slow or detectable joint space narrowing (JSN) [abstract]. Arthritis Rheum 2004; 50 Suppl: S145.
52. Buckland-Wright JC, Messent EA, Bingham CO III, Ward RJ, Tonkin C,. A 2 yr longitudinal radiographic study examining the effect of a bisphosphonate (risedronate) upon subchondral bone loss in osteoarthritic knee patients. Rheumatology (Oxford) 2007; 46: 257-64.
53. Messent EA, Ward RJ, Tonkin CJ, Buckland-Wright C,. Tibial cancellous bone changes in patients with knee osteoarthritis: a short-term longitudinal study using Fractal Signature Analysis. Osteoarthritis Cartilage 2005; 13: 463-70.