Identification of progressors in osteoarthritis by combining biochemical and MRI-based markers

被引:92
作者
Dam, Erik B. [1 ]
Loog, Marco [1 ,2 ,3 ]
Christiansen, Claus [1 ]
Byrjalsen, Inger [1 ]
Folkesson, Jenny [2 ]
Nielsen, Mads [1 ,2 ]
Qazi, Arish A. [2 ]
Pettersen, Paola C. [4 ]
Garnero, Patrick [5 ]
Karsdal, Morten A. [1 ]
机构
[1] Nord Biosci, DK-2730 Herlev, Denmark
[2] Univ Copenhagen, Dept Comp Sci, DK-2100 Copenhagen, Denmark
[3] Delft Univ Technol, Fac Elect Engn Math & Comp Sci, NL-2628 CD Delft, Netherlands
[4] Ctr Clin & Basic Res, DK-2750 Ballerup, Denmark
[5] Mol Markers, CCBR Synarc, F-69003 Lyon, France
关键词
CARTILAGE SURFACE CURVATURE; JOINT-SPACE WIDTH; ARTICULAR-CARTILAGE; KNEE OSTEOARTHRITIS; AUTOMATIC QUANTIFICATION; DOUBLE-BLIND; DEGRADATION; REPRODUCIBILITY; BIOMARKERS; THICKNESS;
D O I
10.1186/ar2774
中图分类号
R5 [内科学];
学科分类号
100201 [内科学];
摘要
Introduction At present, no disease-modifying osteoarthritis drugs (DMOADS) are approved by the FDA ( US Food and Drug Administration); possibly partly due to inadequate trial design since efficacy demonstration requires disease progression in the placebo group. We investigated whether combinations of biochemical and magnetic resonance imaging (MRI)-based markers provided effective diagnostic and prognostic tools for identifying subjects with high risk of progression. Specifically, we investigated aggregate cartilage longevity markers combining markers of breakdown, quantity, and quality. Methods The study included healthy individuals and subjects with radiographic osteoarthritis. In total, 159 subjects (48% female, age 56.0 +/- 15.9 years, body mass index 26.1 +/- 4.2 kg/m(2)) were recruited. At baseline and after 21 months, biochemical ( urinary collagen type II C-telopeptide fragment, CTX-II) and MRI-based markers were quantified. MRI markers included cartilage volume, thickness, area, roughness, homogeneity, and curvature in the medial tibio-femoral compartment. Joint space width was measured from radiographs and at 21 months to assess progression of joint damage. Results Cartilage roughness had the highest diagnostic accuracy quantified as the area under the receiver-operator characteristics curve (AUC) of 0.80 (95% confidence interval: 0.69 to 0.91) among the individual markers ( higher than all others, P < 0.05) to distinguish subjects with radiographic osteoarthritis from healthy controls. Diagnostically, cartilage longevity scored AUC 0.84 (0.77 to 0.92, higher than roughness: P = 0.03). For prediction of longitudinal radiographic progression based on baseline marker values, the individual prognostic marker with highest AUC was homogeneity at 0.71 (0.56 to 0.81). Prognostically, cartilage longevity scored AUC 0.77 (0.62 to 0.90, borderline higher than homogeneity: P = 0.12). When comparing patients in the highest quartile for the longevity score to lowest quartile, the odds ratio of progression was 20.0 ( 95% confidence interval: 6.4 to 62.1). Conclusions Combination of biochemical and MRI-based biomarkers improved diagnosis and prognosis of knee osteoarthritis and may be useful to select high-risk patients for inclusion in DMOAD clinical trials.
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页数:11
相关论文
共 49 条
[1]
Recommendations for the use of new methods to assess the efficacy of disease-modifying drugs in the treatment of osteoarthritis [J].
Abadie, E ;
Ethgen, D ;
Avouac, B ;
Bouvenot, G ;
Branco, J ;
Bruyere, O ;
Calvo, G ;
Devogelaer, JP ;
Dreiser, RL ;
Herrero-Beaumont, G ;
Kahan, A ;
Kreutz, G ;
Laslop, A ;
Lemme, EM ;
Nuki, G ;
Van de Putte, L ;
Vanhaelst, L ;
Reginster, JY .
OSTEOARTHRITIS AND CARTILAGE, 2004, 12 (04) :263-268
[2]
Prospects for disease modification in osteoarthritis [J].
Abramson, Steven B. ;
Attur, Mukundan ;
Yazici, Yusuf .
NATURE CLINICAL PRACTICE RHEUMATOLOGY, 2006, 2 (06) :304-312
[3]
Atlas of individual radiographic features in osteoarthritis, revised [J].
Altman, R. D. ;
Gold, G. E. .
OSTEOARTHRITIS AND CARTILAGE, 2007, 15 :A1-A56
[4]
Total joint replacement of hip or knee as an outcome measure for structure modifying trials in osteoarthritis [J].
Altman, RD ;
Abadie, E ;
Avouac, B ;
Bouvenot, G ;
Branco, J ;
Bruyere, O ;
Calvo, G ;
Devogelaer, JP ;
Dreiser, RL ;
Herrero-Beaumont, G ;
Kahan, A ;
Kreutz, G ;
Laslop, A ;
Lemmel, EM ;
Menkes, CJ ;
Pavelka, K ;
Van De Putte, L ;
Vanhaelst, L ;
Reginster, JY .
OSTEOARTHRITIS AND CARTILAGE, 2005, 13 (01) :13-19
[5]
Classification of osteoarthritis biomarkers:: a proposed approach [J].
Bauer, D. C. ;
Hunter, D. J. ;
Abramson, S. B. ;
Attur, M. ;
Corr, M. ;
Felson, D. ;
Heinegard, D. ;
Jordan, J. M. ;
Kepler, T. B. ;
Lane, N. E. ;
Saxne, T. ;
Tyree, B. ;
Kraus, V. B. .
OSTEOARTHRITIS AND CARTILAGE, 2006, 14 (08) :723-727
[6]
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 [J].
Bingham, Clifton O., III ;
Buckland-Wright, J. Chris ;
Garnero, Patrick ;
Cohen, Stanley B. ;
DougadoS, Maxime ;
Adarni, Silvano ;
Clauw, Daniel J. ;
Spector, Timothy D. ;
Pelletier, Jean-Pierre ;
Raynauld, Jean-Pierre ;
Strand, Vibeke ;
Simon, Lee S. ;
Meyer, Joan M. ;
Cline, Gary A. ;
Beary, John F. .
ARTHRITIS AND RHEUMATISM, 2006, 54 (11) :3494-3507
[7]
A pilot, two-year longitudinal study of the interrelationship between trabecular bone and articular cartilage in the osteoarthritic kneel [J].
Blumenkrantz, G ;
Lindsey, CT ;
Dunn, TC ;
Jin, H ;
Ries, MD ;
Link, TM ;
Steinbach, LS ;
Majumdar, S .
OSTEOARTHRITIS AND CARTILAGE, 2004, 12 (12) :997-1005
[8]
Effects of doxycycline on progression of osteoarthritis - Results of a randomized, placebo-controlled, double-blind trial [J].
Brandt, KD ;
Mazzuca, SA ;
Katz, BP ;
Lane, KA ;
Buckwalter, KA ;
Yocum, DE ;
Wolfe, F ;
Schnitzer, TJ ;
Moreland, LW ;
Manzi, S ;
Bradley, JD ;
Sharma, L ;
Oddis, CV ;
Hugenberg, ST ;
Heck, LW .
ARTHRITIS AND RHEUMATISM, 2005, 52 (07) :2015-2025
[9]
Collagen type IIC-telopeptide fragments as an index of cartilage degradation [J].
Christgau, S ;
Garnero, P ;
Fledelius, C ;
Moniz, C ;
Ensig, M ;
Gineyts, E ;
Rosenquist, C ;
Qvist, P .
BONE, 2001, 29 (03) :209-215
[10]
Automatic morphometric cartilage quantification in the medial tibial plateau from MRI for osteoarthritis grading [J].
Dam, E. B. ;
Folkesson, J. ;
Pettersen, P. C. ;
Christiansen, C. .
OSTEOARTHRITIS AND CARTILAGE, 2007, 15 (07) :808-818