Automatic morphometric cartilage quantification in the medial tibial plateau from MRI for osteoarthritis grading

被引:36
作者
Dam, E. B.
Folkesson, J.
Pettersen, P. C.
Christiansen, C.
机构
[1] Nord Biosci Imaging, Herlev 2730, Denmark
[2] IT Univ Copenhagen, Image Grp, Copenhagen, Denmark
[3] Ctr Clin & Basic Res, Ballerup, Denmark
[4] Univ Copenhagen, Dept Comp Sci, DK-1168 Copenhagen, Denmark
关键词
cartilage; quantification; low-field MRI; volume; area; thickness; curvature;
D O I
10.1016/j.joca.2007.01.013
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
Objective: To evaluate whether a novel, fully automatic, morphometric cartilage quantification framework is suitable for assessing level of knee ostecarthritis (OA) in clinical trials. Method: The population was designed with a normal population and groups with varying degree of CA of both sexes and at ages from 21 to 78. Posterior-anterior X-rays were acquired in semi-flexed, load-bearing position. The radiographic signs of OA were evaluated based on the Kellgren and Lawrence score (KL) and the joint space width (JSW) was measured. Turbo 3D T1 magnetic resonance imaging (MRI) scans were acquired with resolution 0.7 x 0.7 x 0.8 mm(3) from a 0.18 T scanner. The morphometric cartilage quantification from MRI resulted in volume, surface area, thickness and surface curvature for the medial tibial cartilage compartment. These quantifications were evaluated against JSW with respect to precision and ability to separate healthy subjects from CA subjects. Results: The automatic, morphometric cartilage quantifications allowed fairly precise measurements with scan-rescan coefficient of variations (CVs) in the range from 3.4% to 6.3%. All quantifications, including JSW, allowed separation of the groups of healthy and OA subjects. However, for separation of the healthy from the borderline cases (KL 0 vs KL 1), only the Cartilage Curvature quantification allowed statistically significant separation (P< 0.01). Conclusion: The novel morphometric framework shows promise for use in clinical trials. The ability of the Cartilage Curvature quantification to detect the early stages of OA and the effectiveness of the focal thickness Q10 measure are particularly noteworthy. Furthermore, these results may indirectly support that low-field MRI may be a low-cost option for clinical trials. (c) 2007 Osteoarthritis Research Society International. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:808 / 818
页数:11
相关论文
共 49 条
[1]  
ABADIE E, 2004, OSTEOARTHRITIS CART, V12
[2]  
AMIN S, 2005, ARTHRITIS RHEUM, P52
[3]  
Buckwalter JA, 2004, CLIN ORTHOP RELAT R, pS6, DOI 10.1097/01.blo.0000143938.30681.9d
[4]   Tibial and femoral cartilage changes in knee osteoarthritis [J].
Cicuttini, FM ;
Wluka, A ;
Stuckey, SL .
ANNALS OF THE RHEUMATIC DISEASES, 2001, 60 (10) :977-980
[5]  
Dam E.B., 2006, MICCAI JOINT DIS WOR, P42
[6]  
DAM EB, 2006, MICCAI JOINT DIS WOR, P88
[7]  
Dam EB, 2006, P SPIE MED
[8]   Knee cartilage defects: association with early radiographic osteoarthritis, decreased cartilage volume, increased joint surface area and type II collagen breakdown [J].
Ding, CH ;
Garnero, P ;
Cicuttini, FM ;
Scott, F ;
Cooley, H ;
Jones, G .
OSTEOARTHRITIS AND CARTILAGE, 2005, 13 (03) :198-205
[9]   A comparison of the semiflexed (MTP) view with the standing extended view (SEV) in the radiographic assessment of knee osteoarthritis in a busy routine X-ray department [J].
Duddy, J ;
Kirwan, JR ;
Szebenyi, B ;
Clarke, S ;
Granell, R ;
Volkov, S .
RHEUMATOLOGY, 2005, 44 (03) :349-351
[10]   T2 relaxation time of cartilage at MR imaging: Comparison with severity of knee osteoarthritis [J].
Dunn, TC ;
Lu, Y ;
Jin, H ;
Ries, MD ;
Majumdar, S .
RADIOLOGY, 2004, 232 (02) :592-598