Skip to main content
Top
Published in: Osteoporosis International 5/2012

01-05-2012 | Short Communication

Diagnostic capabilities of fractal dimension and mandibular cortical width to identify men and women with decreased bone mineral density

Authors: A. C. Alman, L. R. Johnson, D. C. Calverley, G. K. Grunwald, D. C. Lezotte, J. E. Hokanson

Published in: Osteoporosis International | Issue 5/2012

Login to get access

Abstract

Summary

Dental panoramic radiographs could be used to screen for osteopenia. We found the fractal dimension to be a good discriminator of osteopenia in both men and women but that the mandibular cortical width (MCW) did not perform as well in men. The fractal dimension may be a valid screening tool.

Introduction

The aim of this study was to assess the diagnostic capability of the fractal dimension and MCW measured from dental panoramic radiographs in identifying men and women with decreased bone mineral density (BMD).

Methods

The MCW and fractal dimension were measured from dental panoramic radiographs as surrogates for BMD. These measures were then compared to the results from dual-energy X-ray absorptiometry (DXA) performed for clinical purposes. A total of 56 subjects with the panoramic radiograph taken within 6 months of the DXA exam were used in the analysis for this study.

Results

The area under the curve of the fractal dimension for identifying low BMD (T-score <−1.0) was 0.81 (0.67, 0.95) and 0.78 (0.49, 1.00) for men and women, respectively. For the MCW, the area under the curve was found to be 0.53 (0.34, 0.72) and 0.80 (0.58, 1.00) for men and women, respectively.

Conclusions

In this largely male study population, the fractal dimension was found to be a good discriminator of low BMD in both men and women. The MCW did not perform as well in men.
Literature
2.
go back to reference Bollen AM, Taguchi A, Hujoel PP, Hollender LG (2000) Case–control study on self-reported osteoporotic fractures and mandibular cortical bone. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 90(4):518–524. doi:10.1067/moe.2000.107802 PubMedCrossRef Bollen AM, Taguchi A, Hujoel PP, Hollender LG (2000) Case–control study on self-reported osteoporotic fractures and mandibular cortical bone. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 90(4):518–524. doi:10.​1067/​moe.​2000.​107802 PubMedCrossRef
3.
go back to reference Klemetti E, Kolmakov S, Heiskanen P, Vainio P, Lassila V (1993) Panoramic mandibular index and bone mineral densities in postmenopausal women. Oral Surg Oral Med Oral Pathol 75(6):774–779PubMedCrossRef Klemetti E, Kolmakov S, Heiskanen P, Vainio P, Lassila V (1993) Panoramic mandibular index and bone mineral densities in postmenopausal women. Oral Surg Oral Med Oral Pathol 75(6):774–779PubMedCrossRef
4.
go back to reference Devlin H, Horner K (2002) Mandibular radiomorphometric indices in the diagnosis of reduced skeletal bone mineral density. Osteoporos Int 13(5):373–378PubMedCrossRef Devlin H, Horner K (2002) Mandibular radiomorphometric indices in the diagnosis of reduced skeletal bone mineral density. Osteoporos Int 13(5):373–378PubMedCrossRef
5.
go back to reference Taguchi A, Suei Y, Sanada M, Higashi Y, Ohtsuka M, Nakamoto T, Tsuda M, Ohama K, Tanimoto K (2003) Detection of vascular disease risk in women by panoramic radiography. J Dent Res 82(10):838–843PubMedCrossRef Taguchi A, Suei Y, Sanada M, Higashi Y, Ohtsuka M, Nakamoto T, Tsuda M, Ohama K, Tanimoto K (2003) Detection of vascular disease risk in women by panoramic radiography. J Dent Res 82(10):838–843PubMedCrossRef
7.
go back to reference Arifin AZ, Asano A, Taguchi A, Nakamoto T, Ohtsuka M, Tsuda M, Kudo Y, Tanimoto K (2006) Computer-aided system for measuring the mandibular cortical width on dental panoramic radiographs in identifying postmenopausal women with low bone mineral density. Osteoporos Int 17(5):753–759. doi:10.1007/s00198-005-0045-2 PubMedCrossRef Arifin AZ, Asano A, Taguchi A, Nakamoto T, Ohtsuka M, Tsuda M, Kudo Y, Tanimoto K (2006) Computer-aided system for measuring the mandibular cortical width on dental panoramic radiographs in identifying postmenopausal women with low bone mineral density. Osteoporos Int 17(5):753–759. doi:10.​1007/​s00198-005-0045-2 PubMedCrossRef
8.
go back to reference Tanaka T, Morimoto Y, Ansai T, Okabe S, Yamada K, Taguchi A, Awano S, Kito S, Takata Y, Takehara T, Ohba T (2006) Can the presence of carotid artery calcification on panoramic radiographs predict the risk of vascular diseases among 80-year-olds? Oral Surg Oral Med Oral Pathol Oral Radiol Endod 101(6):777–783. doi:10.1016/j.tripleo.2005.10.035 PubMedCrossRef Tanaka T, Morimoto Y, Ansai T, Okabe S, Yamada K, Taguchi A, Awano S, Kito S, Takata Y, Takehara T, Ohba T (2006) Can the presence of carotid artery calcification on panoramic radiographs predict the risk of vascular diseases among 80-year-olds? Oral Surg Oral Med Oral Pathol Oral Radiol Endod 101(6):777–783. doi:10.​1016/​j.​tripleo.​2005.​10.​035 PubMedCrossRef
9.
go back to reference Okabe S, Morimoto Y, Ansai T, Yoshioka I, Tanaka T, Taguchi A, Kito S, Wakasugi-Sato N, Oda M, Kuroiwa H, Ohba T, Awano S, Takata Y, Takehara T (2008) Assessment of the relationship between the mandibular cortex on panoramic radiographs and the risk of bone fracture and vascular disease in 80-year-olds. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 106(3):433–442. doi:10.1016/j.tripleo.2007.09.013 PubMedCrossRef Okabe S, Morimoto Y, Ansai T, Yoshioka I, Tanaka T, Taguchi A, Kito S, Wakasugi-Sato N, Oda M, Kuroiwa H, Ohba T, Awano S, Takata Y, Takehara T (2008) Assessment of the relationship between the mandibular cortex on panoramic radiographs and the risk of bone fracture and vascular disease in 80-year-olds. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 106(3):433–442. doi:10.​1016/​j.​tripleo.​2007.​09.​013 PubMedCrossRef
11.
go back to reference Tosoni GM, Lurie AG, Cowan AE, Burleson JA (2006) Pixel intensity and fractal analyses: detecting osteoporosis in perimenopausal and postmenopausal women by using digital panoramic images. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 102(2):235–241. doi:10.1016/j.tripleo.2005.08.020 PubMedCrossRef Tosoni GM, Lurie AG, Cowan AE, Burleson JA (2006) Pixel intensity and fractal analyses: detecting osteoporosis in perimenopausal and postmenopausal women by using digital panoramic images. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 102(2):235–241. doi:10.​1016/​j.​tripleo.​2005.​08.​020 PubMedCrossRef
12.
go back to reference Prouteau S, Ducher G, Nanyan P, Lemineur G, Benhamou L, Courteix D (2004) Fractal analysis of bone texture: a screening tool for stress fracture risk? Eur J Clin Invest 34(2):137–142. doi:1300 PubMedCrossRef Prouteau S, Ducher G, Nanyan P, Lemineur G, Benhamou L, Courteix D (2004) Fractal analysis of bone texture: a screening tool for stress fracture risk? Eur J Clin Invest 34(2):137–142. doi:1300 PubMedCrossRef
13.
go back to reference Law AN, Bollen AM, Chen SK (1996) Detecting osteoporosis using dental radiographs: a comparison of four methods. J Am Dent Assoc 127(12):1734–1742PubMed Law AN, Bollen AM, Chen SK (1996) Detecting osteoporosis using dental radiographs: a comparison of four methods. J Am Dent Assoc 127(12):1734–1742PubMed
15.
go back to reference Southard TE, Southard KA, Krizan KE, Hillis SL, Haller JW, Keller J, Vannier MW (2000) Mandibular bone density and fractal dimension in rabbits with induced osteoporosis. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 89(2):244–249. doi:10.1067/moe.2000.102223 PubMedCrossRef Southard TE, Southard KA, Krizan KE, Hillis SL, Haller JW, Keller J, Vannier MW (2000) Mandibular bone density and fractal dimension in rabbits with induced osteoporosis. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 89(2):244–249. doi:10.​1067/​moe.​2000.​102223 PubMedCrossRef
16.
go back to reference Taguchi A, Suei Y, Sanada M, Ohtsuka M, Nakamoto T, Sumida H, Ohama K, Tanimoto K (2004) Validation of dental panoramic radiography measures for identifying postmenopausal women with spinal osteoporosis. AJR Am J Roentgenol 183(6):1755–1760. doi:183/6/1755 PubMed Taguchi A, Suei Y, Sanada M, Ohtsuka M, Nakamoto T, Sumida H, Ohama K, Tanimoto K (2004) Validation of dental panoramic radiography measures for identifying postmenopausal women with spinal osteoporosis. AJR Am J Roentgenol 183(6):1755–1760. doi:183/​6/​1755 PubMed
17.
go back to reference Taguchi A, Tsuda M, Ohtsuka M, Kodama I, Sanada M, Nakamoto T, Inagaki K, Noguchi T, Kudo Y, Suei Y, Tanimoto K, Bollen AM (2006) Use of dental panoramic radiographs in identifying younger postmenopausal women with osteoporosis. Osteoporos Int 17(3):387–394. doi:10.1007/s00198-005-2029-7 PubMedCrossRef Taguchi A, Tsuda M, Ohtsuka M, Kodama I, Sanada M, Nakamoto T, Inagaki K, Noguchi T, Kudo Y, Suei Y, Tanimoto K, Bollen AM (2006) Use of dental panoramic radiographs in identifying younger postmenopausal women with osteoporosis. Osteoporos Int 17(3):387–394. doi:10.​1007/​s00198-005-2029-7 PubMedCrossRef
18.
go back to reference Lespessailles E, Poupon S, Niamane R, Loiseau-Peres S, Derommelaere G, Harba R, Courteix D, Benhamou CL (2002) Fractal analysis of trabecular bone texture on calcaneus radiographs: effects of age, time since menopause and hormone replacement therapy. Osteoporos Int 13(5):366–372PubMedCrossRef Lespessailles E, Poupon S, Niamane R, Loiseau-Peres S, Derommelaere G, Harba R, Courteix D, Benhamou CL (2002) Fractal analysis of trabecular bone texture on calcaneus radiographs: effects of age, time since menopause and hormone replacement therapy. Osteoporos Int 13(5):366–372PubMedCrossRef
19.
go back to reference Cortet B, Dubois P, Boutry N, Palos G, Cotten A, Marchandise X (2002) Computed tomography image analysis of the calcaneus in male osteoporosis. Osteoporos Int 13(1):33–41PubMedCrossRef Cortet B, Dubois P, Boutry N, Palos G, Cotten A, Marchandise X (2002) Computed tomography image analysis of the calcaneus in male osteoporosis. Osteoporos Int 13(1):33–41PubMedCrossRef
20.
go back to reference Benhamou CL, Poupon S, Lespessailles E, Loiseau S, Jennane R, Siroux V, Ohley W, Pothuaud L (2001) Fractal analysis of radiographic trabecular bone texture and bone mineral density: two complementary parameters related to osteoporotic fractures. J Bone Miner Res 16(4):697–704. doi:10.1359/jbmr.2001.16.4.697 PubMedCrossRef Benhamou CL, Poupon S, Lespessailles E, Loiseau S, Jennane R, Siroux V, Ohley W, Pothuaud L (2001) Fractal analysis of radiographic trabecular bone texture and bone mineral density: two complementary parameters related to osteoporotic fractures. J Bone Miner Res 16(4):697–704. doi:10.​1359/​jbmr.​2001.​16.​4.​697 PubMedCrossRef
Metadata
Title
Diagnostic capabilities of fractal dimension and mandibular cortical width to identify men and women with decreased bone mineral density
Authors
A. C. Alman
L. R. Johnson
D. C. Calverley
G. K. Grunwald
D. C. Lezotte
J. E. Hokanson
Publication date
01-05-2012
Publisher
Springer-Verlag
Published in
Osteoporosis International / Issue 5/2012
Print ISSN: 0937-941X
Electronic ISSN: 1433-2965
DOI
https://doi.org/10.1007/s00198-011-1678-y

Other articles of this Issue 5/2012

Osteoporosis International 5/2012 Go to the issue