A new anisotropy index on trabecular bone radiographic images using the fast Fourier transform

BackgroundThe degree of anisotropy (DA) on radiographs is related to bone structure, we present a new index to assess DA.MethodsIn a region of interest from calcaneus radiographs, we applied a Fast Fourier Transform (FFT). All the FFT spectra involve the horizontal and vertical components corresponding respectively to longitudinal and transversal trabeculae. By visual inspection, we measured the spreading angles: Dispersion Longitudinal Index (DLI) and Dispersion Transverse Index (DTI) and calculated DA = 180/(DLI+DTI). To test the reliability of DA assessment, we synthesized images simulating radiological projections of periodic structures with elements more or less disoriented.ResultsFirstly, we tested synthetic images which comprised a large variety of structures from highly anisotropic structure to the almost isotropic, DA was ranging from 1.3 to 3.8 respectively. The analysis of the FFT spectra was performed by two observers, the Coefficients of Variation were 1.5% and 3.1 % for intra-and inter-observer reproducibility, respectively. In 22 post-menopausal women with osteoporotic fracture cases and 44 age-matched controls, DA values were respectively 1.87 ± 0.15 versus 1.72 ± 0.18 (p = 0.001). From the ROC analysis, the Area Under Curve (AUC) were respectively 0.65, 0.62, 0.64, 0.77 for lumbar spine, femoral neck, total femoral BMD and DA.ConclusionThe highest DA values in fracture cases suggest that the structure is more anisotropic in osteoporosis due to preferential deletion of trabeculae in some directions.

[1]  J. Toguchida,et al.  Anisotropy of osteoporotic cancellous bone. , 1999, Bone.

[2]  W. J. Whitehouse The quantitative morphology of anisotropic trabecular bone , 1974, Journal of microscopy.

[3]  A Viidik,et al.  Correlation between the compressive strength of iliac and vertebral trabecular bone in normal individuals. , 1985, Bone.

[4]  M L Giger,et al.  Characterization of bone quality using computer-extracted radiographic features. , 1999, Medical physics.

[5]  J. E. A. Bertram,et al.  Fractal-based image texture analysis of trabecular bone architecture , 1999, Medical & Biological Engineering & Computing.

[6]  W G Geraets,et al.  Comparison of two methods for measuring orientation. , 1998, Bone.

[7]  G. Berger,et al.  Ultrasound parametric imaging of the calcaneus:In vivo results with a new device , 1996, Calcified Tissue International.

[8]  H J Gundersen,et al.  Estimation of structural anisotropy based on volume orientation. A new concept , 1990, Journal of microscopy.

[9]  S. Majumdar,et al.  High-resolution magnetic resonance imaging: three-dimensional trabecular bone architecture and biomechanical properties. , 1998, Bone.

[10]  D. Hukins,et al.  Automatic determination of diffuse-peak positions and the centre of a diffraction pattern , 1999 .

[11]  S. Majumdar,et al.  Heterogeneity of Trabecular Bone Structure in the Calcaneus Using Magnetic Resonance Imaging , 1998, Osteoporosis International.

[12]  C E Oxnard,et al.  An investigation of thoracic and lumbar cancellous vertebral architecture using power‐spectral analysis of plain radiographs * , 2002, Journal of anatomy.

[13]  S A Goldstein,et al.  The relationship between the structural and orthogonal compressive properties of trabecular bone. , 1994, Journal of biomechanics.

[14]  M. Singh,et al.  Changes in trabecular pattern of the upper end of the femur as an index of osteoporosis. , 1970, The Journal of bone and joint surgery. American volume.

[15]  B. Sacktor,et al.  Purinergic regulation of cytosolic calcium and phosphoinositide metabolism in rat osteoblast‐like osteosarcoma cells , 1991, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[16]  Redon,et al.  Assessment of fibre orientation in reinforced concrete using Fourier image transform , 1998, Journal of microscopy.

[17]  R. Harba,et al.  Fractal organization of trabecular bone images on calcaneus radiographs , 1994, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[18]  Frost Hm,et al.  The mechanostat: a proposed pathogenic mechanism of osteoporoses and the bone mass effects of mechanical and nonmechanical agents. , 1987 .

[19]  David Aaron,et al.  A New Concept , 1974 .

[20]  P G Walker,et al.  Determination of the trabecular bone direction from digitised radiographs. , 2003, Medical engineering & physics.

[21]  J. Kinney,et al.  Relationship Between Plain Radiographic Patterns and Three- dimensional Trabecular Architecture in The Human Calcaneus , 1999, Osteoporosis International.

[22]  Richard M. Aspden,et al.  Determination of the orientation distribution function for collagen fibrils in a connective tissue site from a high‐angle X‐ray diffraction pattern , 1988 .

[23]  R. Mann,et al.  Characterization of microstructural anisotropy in orthotropic materials using a second rank tensor , 1984 .

[24]  R Müller,et al.  Three-dimensional analysis of nonhuman primate trabecular architecture using micro-computed tomography. , 2001, American journal of physical anthropology.

[25]  C. Netelenbos,et al.  A new method for automatic recognition of the radiographic trabecular pattern , 1990, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[26]  P. Rüegsegger,et al.  A microtomographic system for the nondestructive evaluation of bone architecture , 2006, Calcified Tissue International.

[27]  Peter E. Undrill,et al.  Identification of hip fracture patients from radiographs using Fourier analysis of the trabecular structure: a cross-sectional study , 2004, BMC Medical Imaging.

[28]  C E Oxnard,et al.  Bone and bones, architecture and stress, fossils and osteoporosis. , 1993, Journal of biomechanics.

[29]  E W Abel,et al.  Evaluation of Cancellous Structure in the Distal Radius Using Spectral Analysis , 1997, Clinical orthopaedics and related research.

[30]  T Loussot,et al.  Anisotropy measurements obtained by fractal analysis of trabecular bone at the calcaneus and radius. , 1996, Revue du rhumatisme.

[31]  C. Benhamou,et al.  Fractal Analysis of Trabecular Bone Texture on Radiographs: Discriminant Value in Postmenopausal Osteoporosis , 1998, Osteoporosis International.

[32]  S. Majumdar,et al.  In Vivo Assessment of Architecture and Micro-Finite Element Analysis Derived Indices of Mechanical Properties of Trabecular Bone in the Radius , 2002, Osteoporosis International.

[33]  M. Giger,et al.  Computerized radiographic analysis of osteoporosis: preliminary evaluation. , 1993, Radiology.

[34]  R. Aggarwal,et al.  A survey of osteoporosis using the calcaneum as an index. , 1986, International orthopaedics.

[35]  F. V. Van Ginkel,et al.  The radiographic trabecular pattern of hips in patients with hip fractures and in elderly control subjects. , 1998, Bone.

[36]  W G Geraets,et al.  Orientation of the trabecular pattern of the distal radius around the menopause. , 1997, Journal of biomechanics.

[37]  Paul Roschger,et al.  Pole figure analysis of mineral nanoparticle orientation in individual trabecula of human vertebral bone , 2003 .

[38]  C B Caldwell,et al.  Characterization of vertebral strength using digital radiographic analysis of bone structure. , 1995, Medical physics.

[39]  R. Aspden,et al.  Determination of the direction of preferred orientation and the orientation distribution function of collagen fibrils in connective tissues from high-angle X-ray diffraction patterns , 1979 .

[40]  S. Goldstein,et al.  Variations in Three‐Dimensional Cancellous Bone Architecture of the Proximal Femur in Female Hip Fractures and in Controls , 2000, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[41]  S. Majumdar,et al.  Noninvasive assessment of bone mineral and structure: State of the art , 1996, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[42]  H. Frost,et al.  The mechanostat: a proposed pathogenic mechanism of osteoporoses and the bone mass effects of mechanical and nonmechanical agents. , 1987, Bone and mineral.

[43]  M. Jergas,et al.  Accurate assessment of precision errors: How to measure the reproducibility of bone densitometry techniques , 2005, Osteoporosis International.

[44]  W. Ohley,et al.  Fractal Analysis of Radiographic Trabecular Bone Texture and Bone Mineral Density: Two Complementary Parameters Related to Osteoporotic Fractures , 2001, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[45]  B Rosner,et al.  Correction of logistic regression relative risk estimates and confidence intervals for systematic within-person measurement error. , 2006, Statistics in medicine.

[46]  P. Levitz,et al.  Fractal Dimension of Trabecular Bone Projection Texture Is Related to Three‐Dimensional Microarchitecture , 2000, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[47]  S G Kabra,et al.  The trabecular pattern of the calcaneum as an index of osteoporosis. , 1983, The Journal of bone and joint surgery. British volume.

[48]  Søren E. Larsen,et al.  Characterizing anisotropy: A new concept☆ , 1992 .