Prediction of bone mineral density with dental radiographs.

There is consensus to use the bone mineral density (BMD) for the operational definition of the degree of osteoporosis and the risk of osteoporotic fractures. Dual X-ray absorptiometry (DXA) is the common technique to determine BMD. Because of high costs and limited availability of DXA equipment it is worthwhile to look for alternative diagnostic techniques. As part of a larger study, the Osteodent project, we investigated if the trabecular pattern on dental radiographs can be used to predict BMD and to identify the subjects with osteoporosis and increased risk of osteoporotic fractures. In four clinical centers 671 women with an average age of 55 years were recruited. BMD values were measured by DXA equipment at the femoral neck, total hip, and spine. One panoramic and two intraoral radiographs were made. From 525 women a complete set of BMD values and radiographs was obtained. Four regions of interest on the radiographs were selected manually and then processed automatically. On all regions of interest mean and standard deviation of the gray values were measured and several features describing the shape of the binarized trabecular pattern. Multiple regression was used to predict BMD of total hip and spine by means of the radiographic measurements combined with age. It was found that age accounts for 10% of the variation in total hip BMD and 14% of the variation in spinal BMD. When all measurements on the dental radiographs are used the explained variation increases to 22% and 23%. The areas under the ROC curves are comparable to those of commonly used screening instruments for osteoporosis. It is concluded that prediction of DXA measurements of BMD by means of quantitative analysis of the trabecular pattern on dental radiographs is feasible.

[1]  H. Genant,et al.  Diagnosis and Management of Osteoporosis: Guidelines for the Utilization of Bone Densitometry , 1997, Calcified Tissue International.

[2]  H. Devlin,et al.  Measurement of mandibular bone mineral content using the dental panoramic tomogram. , 1991, Journal of dentistry.

[3]  W G Geraets,et al.  An analysis of the orientation of the radiographic trabecular pattern in the distal radius of children. , 1994, Growth, development, and aging : GDA.

[4]  H. Devlin,et al.  Osteoporosis research: A dental perspective , 1997 .

[5]  D C Yoon,et al.  Change in mandibular trabecular pattern and hip fracture rate in elderly women. , 2005, Dento maxillo facial radiology.

[6]  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.

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

[8]  H. Wahner,et al.  Updated Data on Proximal Femur Bone Mineral Levels of US Adults , 1998, Osteoporosis International.

[9]  B. Allolio Risk Factors for Hip Fracture Not Related to Bone Mass and Their Therapeutic Implications , 1999, Osteoporosis International.

[10]  J A Kanis,et al.  Epidemiology of vertebral osteoporosis. , 1992, Bone.

[11]  A. Taguchi,et al.  Relationship between the mandibular and lumbar vertebral bone mineral density at different postmenopausal stages. , 1996, Dento maxillo facial radiology.

[12]  S C White,et al.  Oral radiographic predictors of osteoporosis. , 2002, Dento maxillo facial radiology.

[13]  J. Sciubba,et al.  Oral cancer and its detection. History-taking and the diagnostic phase of management. , 2001, Journal of the American Dental Association.

[14]  R. Jacobs,et al.  Osteoporosis and the general dental practitioner: reliability of some digital dental radiological measures. , 2007, Community dentistry and oral epidemiology.

[15]  The radiographic trabecular bone pattern during menopause. , 1993, Bone.

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

[17]  C F Hildebolt,et al.  Osteoporosis and oral bone loss. , 1997, Dento maxillo facial radiology.

[18]  S C White,et al.  Alterations of the trabecular pattern of the jaws in patients with osteoporosis. , 1999, Oral surgery, oral medicine, oral pathology, oral radiology, and endodontics.

[19]  W G Geraets,et al.  Longitudinal analysis of radiographic trabecular pattern by image processing. , 1995, Bone.

[20]  Keith Horner,et al.  Detecting patients with low skeletal bone mass. , 2002, Journal of dentistry.

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

[22]  E. Orwoll,et al.  Longitudinal precision of dual‐energy X‐ray absorptiometry in a multicenter study , 1991, Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research.

[23]  P. van der Stelt,et al.  Relations between Radiographic Trabecular Pattern and Biomechanical Characteristics of Human Vertebrae , 1996 .

[24]  David W. Bates,et al.  CLINICAL USE OF BONE DENSITOMETRY , 1991 .

[25]  S. Brooks,et al.  Oral radiographs in the detection of early signs of osteoporosis. , 1992, Oral surgery, oral medicine, and oral pathology.

[26]  H. Devlin,et al.  Clinical bone densitometric study of mandibular atrophy using dental panoramic tomography. , 1992, Journal of dentistry.

[27]  Masahiko Ohtsuka,et al.  Validation of dental panoramic radiography measures for identifying postmenopausal women with spinal osteoporosis. , 2004, AJR. American journal of roentgenology.

[28]  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.

[29]  S. Cummings,et al.  Clinical use of bone densitometry: scientific review. , 2002, JAMA.

[30]  C. Slemenda,et al.  Age and bone mass as predictors of fracture in a prospective study. , 1988, The Journal of clinical investigation.

[31]  H. Kopera,et al.  Briefe an die Redaktion , 1989, Klinische Wochenschrift.

[32]  Claus Christiansen,et al.  Consensus development conference: Prophylaxis and treatment of osteoporosis , 2005, Osteoporosis International.

[33]  W. Kalender,et al.  European semi-anthropomorphic spine phantom for the calibration of bone densitometers: Assessment of precision, stability and accuracy the European quantitation of osteoporosis study group , 1995, Osteoporosis International.

[34]  Wil G. M. Geraets,et al.  Analysis of the radiographic trabecular pattern , 1991, Pattern Recognit. Lett..

[35]  W G Geraets,et al.  Fractal properties of bone. , 2000, Dento maxillo facial radiology.