Browse > Article
http://dx.doi.org/10.5624/isd.20210172

Fractal dimension analysis on CBCT scans for detecting low bone mineral density in postmenopausal women  

Carvalho, Bruno Fontenele (Faculty of Health Sciences, University of Brasilia)
de Castro, Julia Goncalves Koehne (Faculty of Health Sciences, University of Brasilia)
de Melo, Nilce Santos (Faculty of Health Sciences, University of Brasilia)
Figueiredo, Paulo Tadeu de Souza (Division of Oral Radiology, Department of Dentistry, Faculty of Health Sciences, University of Brasilia)
Moreira-Mesquita, Carla Ruffeil (Division of Oral Radiology, Department of Dentistry, Faculty of Health Sciences, University of Brasilia)
de Paula, Ana Patricia (Faculty of Health Sciences, University of Brasilia)
Sindeaux, Rafael (Department of Dentistry, Faculty of Health Sciences, University of Brasilia)
Leite, Andre Ferreira (Division of Oral Radiology, Department of Dentistry, Faculty of Health Sciences, University of Brasilia)
Publication Information
Imaging Science in Dentistry / v.52, no.1, 2022 , pp. 53-60 More about this Journal
Abstract
Purpose: The aim of this study was to compare the fractal dimension (FD) measured at 2 bone sites (second cervical vertebra and mandible) on cone-beam computed tomography (CBCT). The research question was whether FD could serve as an accessory tool to refer postmenopausal women for densitometric analysis. Therefore, the reliability and accuracy of FD were evaluated. Materials and Methods: In total, 103 postmenopausal women were evaluated, of whom 52 had normal bone mineral density and 51 had osteoporosis, according to dual X-ray absorptiometry of the lumbar spine and hip. On the CBCT scans, 2 regions of interest were selected for FD analysis: 1 at the second cervical vertebra and 1 located at the mandible. The correlations between both measurements, intra- and inter-observer agreement, and the accuracy of the measurements were calculated. A P value less than 0.05 was considered to indicate statistical significance for all tests. Results: The mean FD values were significantly lower at the mandibular region of interest in osteoporotic patients than in individuals with normal bone mineral density. The areas under the curve were 0.644 (P=0.008) and 0.531 (P=0.720) for the mandibular and vertebral sites, respectively. Conclusion: FD at the vertebral site could not be used as an adjuvant tool to refer women for osteoporosis investigation. Although FD differed between women with normal BMD and osteoporosis at the mandibular site, it demonstrated low accuracy and reliability.
Keywords
Osteoporosis; Cone-Beam Computed Tomography; Fractals; Dual-Energy X-ray Absorptiometry;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 Nakamoto T, Taguchi A, Ohtsuka M, Suei Y, Fujita M, Tanimoto K, et al. Dental panoramic radiograph as a tool to detect postmenopausal women with low bone mineral density: untrained general dental practitioners' diagnostic performance. Osteoporos Int 2003; 14: 659-64.   DOI
2 Franciotti R, Moharrami M, Quaranta A, Bizzoca ME, Piattelli A, Aprile G, et al. Use of fractal analysis in dental images for osteoporosis detection: a systematic review and meta-analysis. Osteoporos Int 2021; 32: 1041-52.   DOI
3 Tosoni GM, Lurie AG, Cowan AE, Burleson JA. 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 2006; 102: 235-41.   DOI
4 Alman AC, Johnson LR, Calverley DC, Grunwald GK, Lezotte DC, Hokanson JE. Diagnostic capabilities of fractal dimension and mandibular cortical width to identify men and women with decreased bone mineral density. Osteoporos Int 2012; 23: 1631-6.   DOI
5 Bollen AM, Taguchi A, Hujoel PP, Hollender LG. Fractal dimension on dental radiographs. Dentomaxillofac Radiol 2001; 30: 270-5.   DOI
6 Law AN, Bollen AM, Chen SK. Detecting osteoporosis using dental radiographs: a comparison of four methods. J Am Dent Assoc 1996; 127: 1734-42.   DOI
7 Brasileiro CB, Chalub LL, Abreu MH, Barreiros ID, Amaral TM, Kakehasi AM, et al. Use of cone beam computed tomography in identifying postmenopausal women with osteoporosis. Arch Osteoporos 2017; 12: 26.   DOI
8 Yepes JF, Al-Sabbagh M. Use of cone-beam computed tomography in early detection of implant failure. Dent Clin North Am 2015; 59: 41-56.   DOI
9 Magat G, Ozcan Sener S. Evaluation of trabecular pattern of mandible using fractal dimension, bone area fraction, and gray scale value: comparison of cone-beam computed tomography and panoramic radiography. Oral Radiol 2019; 35: 35-42.   DOI
10 NIH Consensus Development Panel on Osteoporosis Prevention, Diagnosis, and Therapy. Osteoporosis prevention, diagnosis, and therapy. JAMA 2001 Feb; 285: 785-95.   DOI
11 Alkhader M, Aldawoodyeh A, Abdo N. Usefulness of measuring bone density of mandibular condyle in patients at risk of osteoporosis: a cone beam computed tomography study. Eur J Dent 2018; 12: 363-8.   DOI
12 Gungor E, Yildirim D, Cevik R. Evaluation of osteoporosis in jaw bones using cone beam CT and dual-energy X-ray absorptiometry. J Oral Sci 2016; 58: 185-94.   DOI
13 Guerra EN, Almeida FT, Bezerra FV, Figueiredo PT, Silva MA, De Luca Canto G, et al. Capability of CBCT to identify patients with low bone mineral density: a systematic review. Dentomaxillofac Radiol 2017; 46: 20160475.   DOI
14 Torres SR, Chen CS, Leroux BG, Lee PP, Hollender LG, Schubert MM. Fractal dimension evaluation of cone beam computed tomography in patients with bisphosphonate-associated osteonecrosis. Dentomaxillofac Radiol 2011; 40: 501-5.   DOI
15 de Castro JG, Carvalho BF, de Melo NS, de Souza Figueiredo PT, Moreira-Mesquita CR, de Faria Vasconcelos K, et al. A new cone-beam computed tomography-driven index for osteoporosis prediction. Clin Oral Investig 2020; 24: 3193-202.   DOI
16 Assessment of fracture risk and its application to screening for postmenopausal osteoporosis. Report of a WHO Study Group. World Health Organ Tech Rep Ser 1994; 843: 1-129.
17 Barngkgei I, Joury E, Jawad A. An innovative approach in osteoporosis opportunistic screening by the dental practitioner: the use of cervical vertebrae and cone beam computed tomography with its viewer program. Oral Surg Oral Med Oral Pathol Oral Radiol 2015; 120: 651-9.   DOI
18 Hoiberg MP, Rubin KH, Hermann AP, Brixen K, Abrahamsen B. Diagnostic devices for osteoporosis in the general population: a systematic review. Bone 2016; 92: 58-69.   DOI
19 Gonzalez-Martin O, Lee EA, Veltri M. CBCT fractal dimension changes at the apex of immediate implants placed using undersized drilling. Clin Oral Implants Res 2012; 23: 954-7.   DOI
20 Marinho BC, Guerra LP, Drummond JB, Silva BC, Soares MM. The burden of osteoporosis in Brazil. Arq Bras Endocrinol Metabol 2014; 58: 434-43.   DOI
21 Schuit SC, van der Klift M, Weel AE, de Laet CE, Burger H, Seeman E, et al. Fracture incidence and association with bone mineral density in elderly men and women: the Rotterdam Study. Bone 2004; 34: 195-202.   DOI
22 Sanchez-Molina D, Velazquez-Ameijide J, Quintana V, Arregui-Dalmases C, Crandall JR, Subit D, et al. Fractal dimension and mechanical properties of human cortical bone. Med Eng Phys 2013; 35: 576-82.   DOI
23 Lespessailles E, Gadois C, Kousignian I, Neveu JP, Fardellone P, Kolta S, et al. Clinical interest of bone texture analysis in osteoporosis: a case control multicenter study. Osteoporos Int 2008; 19: 1019-28.   DOI
24 Greiner M, Pfeiffer D, Smith RD. Principles and practical application of the receiver-operating characteristic analysis for diagnostic tests. Prev Vet Med 2000; 45: 23-41.   DOI
25 Guenoun D, Le Corroller T, Acid S, Pithioux M, Pauly V, Ariey- Bonnet D, et al. Radiographical texture analysis improves the prediction of vertebral fracture: an ex vivo biomechanical study. Spine (Phila Pa 1976) 2013; 38: E1320-6.   DOI
26 Le Corroller T, Halgrin J, Pithioux M, Guenoun D, Chabrand P, Champsaur P. Combination of texture analysis and bone mineral density improves the prediction of fracture load in human femurs. Osteoporos Int 2012; 23: 163-9.   DOI
27 Yasar F, Akgunlu F. The differences in panoramic mandibular indices and fractal dimension between patients with and without spinal osteoporosis. Dentomaxillofac Radiol 2006; 35: 1-9.   DOI
28 Bland JM, Altman DG. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1986; 327: 307-10.   DOI
29 Sindeaux R, Figueiredo PT, de Melo NS, Guimaraes AT, Lazarte L, Pereira FB, et al. Fractal dimension and mandibular cortical width in normal and osteoporotic men and women. Maturitas 2014; 77: 142-8.   DOI
30 Bachtler R, Walter C, Schulze RK. Fractal dimension in CBCT images as predictor for MRONJ: a retrospective cohort study. Clin Oral Investig 2021; 25: 2113-8.   DOI
31 Pacheco-Pereira C, Almeida FT, Chavda S, Major PW, Leite A, Guerra EN. Dental imaging of trabecular bone structure for systemic disorder screening: a systematic review. Oral Dis 2019; 25: 1009-26.   DOI
32 Atik OS, Gunal I, Korkusuz F. Burden of osteoporosis. Clin Orthop Relat Res 2006; 443: 19-24.   DOI
33 Sanchez I, Uzcategui G. Fractals in dentistry. J Dent 2011; 39: 273-92.   DOI
34 Shokri A, Ghanbari M, Maleki FH, Ramezani L, Amini P, Tapak L. Relationship of gray values in cone beam computed tomography and bone mineral density obtained by dual energy X-ray absorptiometry. Oral Surg Oral Med Oral Pathol Oral Radiol 2019; 128: 319-31.   DOI
35 Bornstein M, Scarfe W, Vaughn V, Jacobs R. Cone beam computed tomography in implant dentistry: a systematic review focusing on guidelines, indications, and radiation dose risks. Int J Oral Maxillofac Implants 2014; 29 Suppl: 55-77.   DOI
36 Mostafa RA, Arnout EA, Abo El-Fotouh MM. Feasibility of cone beam computed tomography radiomorphometric analysis and fractal dimension in assessment of postmenopausal osteoporosis in correlation with dual X-ray absorptiometry. Dentomaxillofac Radiol 2016; 45: 20160212.   DOI
37 White SC, Rudolph DJ. Alterations of the trabecular pattern of the jaws in patients with osteoporosis. Oral Surg Oral Med Oral Pathol Oral Radiol Endod 1999; 88: 628-35.   DOI
38 Chappard C, Brunet-Imbault B, Lemineur G, Giraudeau B, Basillais A, Harba R, et al. Anisotropy changes in post-menopausal osteoporosis: characterization by a new index applied to trabecular bone radiographic images. Osteoporos Int 2005; 16: 1193-202.   DOI
39 Pauwels R, Faruangsaeng T, Charoenkarn T, Ngonphloy N, Panmekiate S. Effect of exposure parameters and voxel size on bone structure analysis in CBCT. Dentomaxillofac Radiol 2015; 44: 20150078.   DOI