Abstract
Objective
Bone strength depends on both mineral content and bone structure. The aim of this in vitro study was to develop a method of quantitatively assessing trabecular bone structure by applying three-dimensional image processing to data acquired with multi-slice and cone-beam computed tomography using micro-computed tomography as a reference.
Materials and Methods
Fifteen bone samples from the radius were examined. After segmentation, quantitative measures of bone volume, trabecular thickness, trabecular separation, trabecular number, trabecular nodes, and trabecular termini were obtained.
Results
The clinical machines overestimated bone volume and trabecular thickness and underestimated trabecular nodes and number, but cone-beam CT to a lesser extent. Parameters obtained from cone beam CT were strongly correlated with μCT, with correlation coefficients between 0.93 and 0.98 for all parameters except trabecular termini.
Conclusions
The high correlation between cone-beam CT and micro-CT suggest the possibility of quantifying and monitoring changes of trabecular bone microarchitecture in vivo using cone beam CT.
Similar content being viewed by others
References
Ulrich D, Van Rietbergen B, Laib A, Ruegsegger P. The ability of three-dimensional structural indices to reflect mechanical aspects of trabecular bone. Bone. 1999;25(1):55–60.
Cullum ID, Ell PJ, Ryder JP. X-ray dual-photon absorptiometry: a new method for the measurement of bone density. Br J Radiol. 1989;62(739):587–92.
Kleerekoper M, Villanueva AR, Stanciu J, Rao DS, Parfitt AM. The role of 3-dimensional trabecular microstructure in the pathogenesis of vertebral compression fractures. Calcif Tissue Int. 1985;37(6):594–7.
Aaron JE, Shore PA, Shore RC, Beneton M, Kanis JA. Trabecular architecture in women and men of similar bone mass with and without vertebral fracture: II. Three-dimensional histology. Bone. 2000;27(2):277–82.
Legrand E, Chappard D, Pascaretti C, Duquenne M, Krebs S, Rohmer V, et al. Trabecular bone microarchitecture, bone mineral density, and vertebral fractures in male osteoporosis. J Bone Miner Res. 2000;15(1):13–9.
Parfitt AM, Drezner MK, Glorieux FH, Kanis JA, Malluche H, Meunier PJ, et al. Bone histomorphometry—standardization of nomenclature, symbols, and units. J Bone Miner Res. 1987;2(6):595–610.
Thomsen JS, Laib A, Koller B, Prohaska S, Mosekilde L, Gowin W. Stereological measures of trabecular bone structure: comparison of 3D micro computed tomography with 2D histological sections in human proximal tibial bone biopsies. J Microsc. 2005;218:171–9.
Boutry N, Cortet B, Dubois P, Marchandise X, Cotten A. Trabecular bone structure of the calcaneus: preliminary in vivo MR imaging assessment in men with osteoporosis. Radiology. 2003;227(3):708–17.
Jara H, Wehrli FW, Chung H, Ford JC. High-resolution variable flip angle 3D MR imaging of trabecular microstructure in vivo. Magn Reson Med. 1993;29(4):528–39.
Phan CM, Matsuura M, Bauer JS, Dunn TC, Newitt D, Lochmueller EM, et al. Trabecular bone structure of the calcaneus: comparison of MR imaging at 3.0 and 1.5 T with micro-CT as the standard of reference. Radiology. 2006;239(2):488–96.
Boutroy S, Bouxsein ML, Munoz F, Delmas PD. In vivo assessment of trabecular bone microarchitecture by high-resolution peripheral quantitative computed tomography. J Clin Endocrinol Metab. 2005;90(12):6508–15.
Burrows M, Liu D, Perdios A, Moore S, Mulpuri K, McKay H. Assessing bone microstructure at the distal radius in children and adolescents using HR-pQCT: a methodological pilot study. J Clin Densitom: Off J Int Soc Clin Densitom. 2010;13(4):451–5.
Petersson J, Brismar T, Smedby O. Analysis of skeletal microstructure with clinical multislice CT. In: Larsen R, Nielsen M, Sporring J, editors. Medical image computing and computer-assisted intervention—MICCAI 2006, Pt 2. Berlin: Springer; 2006. p. 880–7.
Arai Y, Tammisalo E, Iwai K, Hashimoto K, Shinoda K. Development of a compact computed tomographic apparatus for dental use. Dentomaxillofac Radiol. 1999;28(4):245–8.
Hohlweg-Majert B, Metzger MC, Kummer T, Schulze D. Morphometric analysis—cone beam computed tomography to predict bone quality and quantity. J Craniomaxillofac Surg. 2011;39(5):330–4.
Hua Y, Nackaerts O, Duyck J, Maes F, Jacobs R. Bone quality assessment based on cone beam computed tomography imaging. Clin Oral Implants Res. 2009;20(8):767–71.
Nageie E, Kuhn V, Vogt H, Link TM, Muller R, Lochmuller EM, et al. Technical considerations for microstructural analysis of human trabecular bone from specimens excised from various skeletal sites. Calcif Tissue Int. 2004;75(1):15–22.
Bauer JS, Link TM. Advances in osteoporosis imaging. Eur J Radiol. 2009;71(3):440–9.
Liu XS, Sajda P, Saha PK, Wehrli FW, Bevill G, Keaveny TM, et al. Complete volumetric decomposition of individual trabecular plates and rods and its morphological correlations with anisotropic elastic moduli in human trabecular bone. J Bone Miner Res. 2008;23(2):223–35.
Bauer JS, Link TM, Burghardt A, Henning TD, Mueller D, Majumdar S, et al. Analysis of trabecular bone structure with multidetector spiral computed tomography in a simulated soft-tissue environment. Calcif Tissue Int. 2007;80(6):366–73.
Diederichs G, Link TM, Kentenich M, Schwieger K, Huber MB, Burghardt AJ, et al. Assessment of trabecular bone structure of the calcaneus using multi-detector CT: Correlation with microCT and biomechanical testing. Bone. 2009;44(5):976–83.
Burghardt AJ, Link TM, Majumdar S. High-resolution computed tomography for clinical imaging of bone microarchitecture. Clin Orthop Relat Res. 2011;469(8):2179–93.
Revol-Muller C, Peyrin F, Carrillon Y, Odet C. Automated 3D region growing algorithm based on an assessment function. Pattern Recogn Lett. 2002;23(1–3):137–50.
Monje A, Monje F, Gonzalez-Garcia R, Galindo-Moreno P, Rodriguez-Salvanes F, Wang HL. Comparison between microcomputed tomography and cone-beam computed tomography radiologic bone to assess atrophic posterior maxilla density and microarchitecture. Clin Oral Implants Res. 2013doi: 10.1111/clr.12133.
Tjong W, Kazakia GJ, Burghardt AJ, Majumdar S. The effect of voxel size on high-resolution peripheral computed tomography measurements of trabecular and cortical bone microstructure. Medical Phys. 2012;39(4):1893–903.
Kazakia GJ, Burghardt AJ, Link TM, Majumdar S. Variations in morphological and biomechanical indices at the distal radius in subjects with identical BMD. J Biomech. 2011;44(2):257–66.
Joshi V, Yamaguchi T, Matsuda Y, Kaneko N, Maki K, Okano T. Skeletal maturity assessment with the use of cone-beam computerized tomography. Oral Surg Oral Med Oral Pathol Oral Radiol. 2012;113(6):841–9.
De Cock J, Mermuys K, Goubau J, Van Petegem S, Houthoofd B, Casselman JW. Cone-beam computed tomography: a new low dose, high resolution imaging technique of the wrist, presentation of three cases with technique. Skeletal Radiol. 2012;41(1):93–6.
Faccioli N, Foti G, Barillari M, Atzei A, Mucelli RP. Finger fractures imaging: accuracy of cone-beam computed tomography and multislice computed tomography. Skelet Radiol. 2010;39(11):1087–95.
Koskinen SK, Haapamaki VV, Salo J, Lindfors NC, Kortesniemi M, Seppala L, et al. CT arthrography of the wrist using a novel, mobile, dedicated extremity cone-beam CT (CBCT). Skelet Radiol. 2013;42(5):649–57.
Vlasiadis KZ, Damilakis J, Velegrakis GA, Skouteris CA, Fragouli I, Goumenou A, et al. Relationship between BMD, dental panoramic radiographic findings and biochemical markers of bone turnover in diagnosis of osteoporosis. Maturitas. 2008;59(3):226–33.
Jonasson G, Sundh V, Hakeberg M, Hassani-Nejad A, Lissner L, Ahlqwist M. Mandibular bone changes in 24 years and skeletal fracture prediction. Clin Oral Investig. 2013;17(2):565–72.
Sode M, Burghardt AJ, Nissenson RA, Majumdar S. Resolution dependence of the non-metric trabecular structure indices. Bone. 2008;42(4):728–36.
Helmrot E, Thilander-Klang A. Methods for monitoring patient dose in dental radiology. Radiat Protect Dosim. 2010;139(1–3):303–5.
Acknowledgements
Andres Laib at Scanco Medical AG in Switzerland performed the µCT imaging.
Conflict of interest
None.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Klintström, E., Smedby, Ö., Moreno, R. et al. Trabecular bone structure parameters from 3D image processing of clinical multi-slice and cone-beam computed tomography data. Skeletal Radiol 43, 197–204 (2014). https://doi.org/10.1007/s00256-013-1766-5
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00256-013-1766-5