Differences in trabecular bone texture between knees with and without radiographic osteoarthritis detected by directional fractal signature method

被引:37
|
作者
Wolski, M. [1 ]
Podsiadlo, P. [1 ]
Stachowiak, G. W. [1 ]
Lohmander, L. S. [2 ]
Englund, M. [2 ,3 ]
机构
[1] Univ Western Australia, Tribol Lab, Sch Mech Engn, Crawley, WA 6009, Australia
[2] Lund Univ, Dept Orthoped, S-22100 Lund, Sweden
[3] Boston Univ, Sch Med, Clin Epidemiol Res & Training Unit, Boston, MA 02118 USA
基金
瑞典研究理事会;
关键词
Plain radiography; Trabecular bone; Fractal analysis; Osteoarthritis; TIBIAL CANCELLOUS BONE; PROXIMAL TIBIA; MEDIAL MENISCECTOMY; ARTICULAR-CARTILAGE; INTERRELATIONSHIP; MICROARCHITECTURE; MICROSTRUCTURE; ARCHITECTURE; ORIENTATION; PROJECTION;
D O I
10.1016/j.joca.2010.01.002
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 differences in tibial trabecular bone (TB) texture between subjects with and without radiographic knee osteoarthritis (OA) using a variance orientation transform (VOT) method. Design: Subjects with knee OA (Kellgren & Lawrence grade >= 2) and controls without OA (both n = 26, seven women) were matched by sex, age, body mass index and compartment. The VOT method was applied to TB X-ray images and fractal signature and dimension in horizontal (FS(H), FD(H)) and vertical (FS(V), FD(V)) directions and along the roughest part of TB (FS(Sta), FD(Sta)), texture aspect ratio (Str) and signature (StrS), and mean FD (FD(MEAN)) were calculated. The VOT method was compared against an augmented Hurst orientation transform (HOT) method using paired t tests, intraclass correlation coefficients (ICCs) and coefficients of variation (CVs%). Longitudinal sensitivity to OA bone changes was not assessed. Results: For the reproducibility of texture parameters, ICCs were >0.75 and CVs% were <8.2% for both methods. Compared with controls, FD(MEAN), FD(H), FD(V) and FD(Sta) for OA knees were lower (P < 0.001), while Str was higher in both medial (P = 0.03) and lateral (P = 0.02) compartments. FS(H), FS(Sta) were lower for OA knees than for controls at sizes 0.3-0.7 mm (P < 0.001) in both compartments. In lateral compartment, FS(V) for OA knees was lower than for controls at sizes 0.3-0.5 mm (P < 0.001) and 0.55-0.70 mm (P < 0.02), while in medial compartment at sizes 0.3-0.7 mm (P < 0.001). Compared with controls, StrS for OA knees was higher at sizes 0.3, 0.55-0.70 mm in medial (P < 0.03) and lateral (P < 0.04) compartments. Conclusions: The VOT method is comparable to HOT method in the reproducibility of texture parameters and the ability to discriminate between non-OA and OA TB textures. However, unlike the HOT method, it quantifies texture roughness along the roughest part of the tibial bone, texture anisotropy at individual trabecular sizes and it works over a larger range of trabecular sizes. The VOT method may be a valuable tool for studying OA changes in TB. (C) 2010 Osteoarthritis Research Society International. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:684 / 690
页数:7
相关论文
共 46 条
  • [41] A machine learning approach to distinguish between knees without and with osteoarthritis using MRI-based radiomic features from tibial bone
    Jukka Hirvasniemi
    Stefan Klein
    Sita Bierma-Zeinstra
    Meike W. Vernooij
    Dieuwke Schiphof
    Edwin H. G. Oei
    European Radiology, 2021, 31 : 8513 - 8521
  • [42] Joint unloading implant modifies subchondral bone trabecular structure in medial knee osteoarthritis: 2-year outcomes of a pilot study using fractal signature analysis
    Miller, Larry E.
    Sode, Miki
    Fuerst, Thomas
    Block, Jon E.
    CLINICAL INTERVENTIONS IN AGING, 2015, 10 : 351 - 357
  • [43] COMPARISON OF RADIOGRAPHY, 3T AND 7T MAGNETIC RESONANCE IMAGING FOR ANALYSIS OF DISTAL RADIUS TRABECULAR BONE IN PATIENTS WITH ESTABLISHED OR SUSPECTED WRIST OSTEOARTHRITIS USING FRACTAL SIGNATURE ANALYSIS
    Jarraya, M.
    Heiss, R.
    Duryea, J.
    Lynch, J.
    Weber, M. -A.
    Guermazi, A.
    Uder, M.
    Roemer, F. W.
    OSTEOARTHRITIS AND CARTILAGE, 2020, 28 : S289 - S289
  • [44] CROSS-SECTIONAL AND LONGITUDINAL ASSOCIATIONS BETWEEN SYSTEMIC AND SUBCHONDRAL BONE MINERAL DENSITY AND KNEE CARTILAGE THICKNESS IN OLDER ADULTS WITH OR WITHOUT RADIOGRAPHIC OSTEOARTHRITIS
    Ding, C.
    Cao, Y.
    Stannus, O.
    Dore, D.
    Antony, B.
    Jones, G.
    OSTEOARTHRITIS AND CARTILAGE, 2013, 21 : S243 - S243
  • [45] Cross-sectional and longitudinal associations between systemic, subchondral bone mineral density and knee cartilage thickness in older adults with or without radiographic osteoarthritis
    Cao, Yuelong
    Stannus, Oliver P.
    Aitken, Dawn
    Cicuttini, Flavia M.
    Antony, Benny
    Jones, Graeme
    Ding, Changhai
    ANNALS OF THE RHEUMATIC DISEASES, 2014, 73 (11) : 2003 - 2009
  • [46] Between-group differences in infra-patellar fat pad size and signal in symptomatic and radiographic progression of knee osteoarthritis vs non-progressive controls and healthy knees - data from the FNIH Biomarkers Consortium Study and the Osteoarthritis Initiative
    Ruhdorfer, A.
    Haniel, F.
    Petersohn, T.
    Doerrenberg, J.
    Wirth, W.
    Dannhauer, T.
    Hunter, D. J.
    Eckstein, F.
    OSTEOARTHRITIS AND CARTILAGE, 2017, 25 (07) : 1114 - 1121