Abstract
Summary
Micro-finite element analysis applied to high-resolution (0.234-mm length scale) MRI reveals greater whole and cancellous bone stiffness, but not greater cortical bone stiffness, in the distal femur of female dancers compared to controls. Greater whole bone stiffness appears to be mediated by cancellous, rather than cortical bone adaptation.
Introduction
The purpose of this study was to compare bone mechanical competence (stiffness) in the distal femur of female dancers compared to healthy, relatively inactive female controls.
Methods
This study had institutional review board approval. We recruited nine female modern dancers (25.7 ± 5.8 years, 1.63 ± 0.06 m, 57.1 ± 4.6 kg) and ten relatively inactive, healthy female controls matched for age, height, and weight (32.1 ± 4.8 years, 1.6 ± 0.04 m, 55.8 ± 5.9 kg). We scanned the distal femur using a 7-T MRI scanner and a three-dimensional fast low-angle shot sequence (TR/TE = 31 ms/5.1 ms, 0.234 mm × 0.234 mm × 1 mm, 80 slices). We applied micro-finite element analysis to 10-mm-thick volumes of interest at the distal femoral diaphysis, metaphysis, and epiphysis to compute stiffness and cross-sectional area of whole, cortical, and cancellous bone, as well as cortical thickness. We applied two-tailed t-tests and ANCOVA to compare groups.
Results
Dancers demonstrated greater whole and cancellous bone stiffness and cross-sectional area at all locations (p < 0.05). Cortical bone stiffness, cross-sectional area, and thickness did not differ between groups (>0.08). At all locations, the percent of intact whole bone stiffness for cortical bone alone was lower in dancers (p < 0.05). Adjustment for cancellous bone cross-sectional area eliminated significant differences in whole bone stiffness between groups (p > 0.07), but adjustment for cortical bone cross-sectional area did not (p < 0.03).
Conclusions
Modern dancers have greater whole and cancellous bone stiffness in the distal femur compared to controls. Elevated whole bone stiffness in dancers may be mediated via cancellous, rather than cortical bone adaptation.
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References
Wolff J (1892) Das Gesetz der Transformation der Knochen. Verlag, Berlin
Amin S (2010) Mechanical factors and bone health: effects of weightlessness and neurologic injury. Curr Rheumatol Rep 12(3):170–176
Keyak JH et al (2009) Reduction in proximal femoral strength due to long-duration spaceflight. Bone 44(3):449–453
Holick MF (1998) Perspective on the impact of weightlessness on calcium and bone metabolism. Bone 22(5 Suppl):105S–111S
Modlesky CM et al (2004) Trabecular bone microarchitecture is deteriorated in men with spinal cord injury. J Bone Miner Res 19(1):48–55
McCarthy ID et al (2012) Changes in the structural and material properties of the tibia in patients with spinal cord injury. Spinal Cord 50:333–337
Fredericson M et al (2007) Regional bone mineral density in male athletes: a comparison of soccer players, runners and controls. Br J Sports Med 41(10):664–668, discussion 668
Ferry B et al (2011) Bone geometry and strength adaptations to physical constraints inherent in different sports: comparison between elite female soccer players and swimmers. J Bone Miner Metab 29(3):342–351
Nikander R et al (2005) Femoral neck structure in adult female athletes subjected to different loading modalities. J Bone Miner Res 20(3):520–528
Courteix D et al (1998) Effect of physical training on bone mineral density in prepubertal girls: a comparative study between impact-loading and non-impact-loading sports. Osteoporos Int 8(2):152–158
Taaffe DR et al (1997) High-impact exercise promotes bone gain in well-trained female athletes. J Bone Miner Res 12(2):255–260
Ward KA et al (2005) Bone geometry and density in the skeleton of pre-pubertal gymnasts and school children. Bone 36(6):1012–1018
Chang G, Regatte RR, Schweitzer ME (2009) Olympic fencers: adaptations in cortical and trabecular bone determined by quantitative computed tomography. Osteoporos Int 20(5):779–785
Ireland A et al (2011) Side-to-side differences in bone strength in master jumpers and sprinters. J Musculoskelet Neuronal Interact 11(4):298–305
Nikander R et al (2010) Cross-sectional geometry of weight-bearing tibia in female athletes subjected to different exercise loadings. Osteoporos Int 21(10):1687–1694
Heinonen A et al (1995) Bone mineral density in female athletes representing sports with different loading characteristics of the skeleton. Bone 17(3):197–203
Meyer NL et al (2004) Bone mineral density of olympic-level female winter sport athletes. Med Sci Sports Exerc 36(9):1594–1601
Ducher G et al (2011) Effects of repetitive loading on the growth-induced changes in bone mass and cortical bone geometry: a 12-month study in pre/peri- and postmenarcheal tennis players. J Bone Miner Res 26(6):1321–1329
Sanchis-Moysi J et al (2010) Bone and lean mass inter-arm asymmetries in young male tennis players depend on training frequency. Eur J Appl Physiol 110(1):83–90
Kontulainen S et al (2003) Effect of long-term impact-loading on mass, size, and estimated strength of humerus and radius of female racquet-sports players: a peripheral quantitative computed tomography study between young and old starters and controls. J Bone Miner Res 18(2):352–359
Seeman E, Delmas PD (2006) Bone quality–the material and structural basis of bone strength and fragility. N Engl J Med 354(21):2250–2261
Patsch JM et al (2011) Noninvasive imaging of bone microarchitecture. Ann N Y Acad Sci 1240:77–87
Liu XS et al (2010) Accuracy of high-resolution in vivo micro magnetic resonance imaging for measurements of microstructural and mechanical properties of human distal tibial bone. J Bone Miner Res 25(9):2039–2050
Majumdar S (2002) Magnetic resonance imaging of trabecular bone structure. Top Magn Reson Imaging 13(5):323–334
Wehrli FW (2007) Structural and functional assessment of trabecular and cortical bone by micro magnetic resonance imaging. J Magn Reson Imaging 25(2):390–409
Melton LJ 3rd et al (2010) Relation of vertebral deformities to bone density, structure, and strength. J Bone Miner Res 25(9):1922–1930
Macdonald HM et al (2011) Age-related patterns of trabecular and cortical bone loss differ between sexes and skeletal sites: a population-based HR-pQCT study. J Bone Miner Res 26(1):50–62
Stein EM et al (2010) Abnormal microarchitecture and reduced stiffness at the radius and tibia in postmenopausal women with fractures. J Bone Miner Res 25(12):2572–2581
Wehrli FW et al (2010) Mechanical implications of estrogen supplementation in early postmenopausal women. J Bone Miner Res 25(6):1406–1414
Burghardt AJ et al (2010) A longitudinal HR-pQCT study of alendronate treatment in postmenopausal women with low bone density: relations among density, cortical and trabecular microarchitecture, biomechanics, and bone turnover. J Bone Miner Res 25(12):2558–2571
van Rietbergen B et al (1998) Assessment of cancellous bone mechanical properties from micro-FE models based on micro-CT, pQCT and MR images. Technol Health Care 6(5–6):413–420
Newitt DC et al (2002) In vivo assessment of architecture and micro-finite element analysis derived indices of mechanical properties of trabecular bone in the radius. Osteoporos Int 13(1):6–17
Rajapakse CS et al (2009) Implications of noise and resolution on mechanical properties of trabecular bone estimated by image-based finite-element analysis. J Orthop Res 27(10):1263–1271
Rajapakse CS et al (2010) Computational biomechanics of the distal tibia from high-resolution MR and micro-CT images. Bone 47(3):556–563
Weiss DS, Shah S, Burchette RJ (2008) A profile of the demographics and training characteristics of professional modern dancers. J Dance Med Sci 12(2):41–46
Chang G et al (2012) In vivo estimation of bone stiffness at the distal femur and proximal tibia using ultra-high-field 7-Tesla magnetic resonance imaging and micro-finite element analysis. J Bone Miner Metab 30:243–251
Kim N et al (2012) Evaluation of MRI resolution affecting trabecular bone parameters: Determination of acceptable resolution. Magn Reson Med 67:218–225
Vasilic B, Wehrli FW (2005) A novel local thresholding algorithm for trabecular bone volume fraction mapping in the limited spatial resolution regime of in vivo MRI. IEEE Trans Med Imaging 24(12):1574–1585
Jones AC, Wilcox RK (2008) Finite element analysis of the spine: towards a framework of verification, validation and sensitivity analysis. Med Eng Phys 30(10):1287–1304
Jones AC, Wilcox RK (2007) Assessment of factors influencing finite element vertebral model predictions. J Biomech Eng 129(6):898–903
Crawford RP, Rosenberg WS, Keaveny TM (2003) Quantitative computed tomography-based finite element models of the human lumbar vertebral body: effect of element size on stiffness, damage, and fracture strength predictions. J Biomech Eng 125(4):434–438
Guo XE, Goldstein XA (1997) Is trabecular bone tissue different from cortical bone tissue? Forma 12:185–196
Bhagat YA et al (2011) Performance of muMRI-Based virtual bone biopsy for structural and mechanical analysis at the distal tibia at 7T field strength. J Magn Reson Imaging 33(2):372–381
Wald MJ et al (2010) Structural and mechanical parameters of trabecular bone estimated from in vivo high-resolution magnetic resonance images at 3 tesla field strength. J Magn Reson Imaging 31(5):1157–1168
Rajapakse CS et al (2012) Micro-MR imaging-based computational biomechanics demonstrates reduction in cortical and trabecular bone strength after renal transplantation. Radiology 262:921–931
Eswaran SK et al (2007) The micro-mechanics of cortical shell removal in the human vertebral body. Comp Meth Appl Mech Eng 196:3025–3032
Krug R et al (2005) Feasibility of in vivo structural analysis of high-resolution magnetic resonance images of the proximal femur. Osteoporos Int 16(11):1307–1314
Wehrli FW et al (1998) Cancellous bone volume and structure in the forearm: noninvasive assessment with MR microimaging and image processing. Radiology 206(2):347–357
Majumdar S et al (1999) Trabecular bone architecture in the distal radius using magnetic resonance imaging in subjects with fractures of the proximal femur. Magnetic Resonance Science Center and Osteoporosis and Arthritis Research Group. Osteoporos Int 10(3):231–239
Modlesky CM, Majumdar S, Dudley GA (2008) Trabecular bone microarchitecture in female collegiate gymnasts. Osteoporos Int 19(7):1011–1018
Chang G et al (2008) Adaptations in trabecular bone microarchitecture in Olympic athletes determined by 7T MRI. J Magn Reson Imaging 27(5):1089–1095
Diez-Perez A et al (2010) Microindentation for in vivo measurement of bone tissue mechanical properties in humans. J Bone Miner Res 25(8):1877–1885
Burghardt AJ et al (2010) High-resolution peripheral quantitative computed tomographic imaging of cortical and trabecular bone microarchitecture in patients with type 2 diabetes mellitus. J Clin Endocrinol Metab 95(11):5045–5055
Haapasalo H et al (2000) Exercise-induced bone gain is due to enlargement in bone size without a change in volumetric bone density: a peripheral quantitative computed tomography study of the upper arms of male tennis players. Bone 27(3):351–357
Grant support
NIAMS/NIH K23-AR059748 (PI Chang); NIAMS/NIH K25-AR060283 (PI Rajapakse); NIAMS/NIH RO1-AR053133 (PI Regatte); NIAMS/NIH RO1-AR056260 (PI Regatte); NIAMS/NIH RO1-AR060238 (PI Regatte)
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Chang, G., Rajapakse, C.S., Diamond, M. et al. Micro-finite element analysis applied to high-resolution MRI reveals improved bone mechanical competence in the distal femur of female pre-professional dancers. Osteoporos Int 24, 1407–1417 (2013). https://doi.org/10.1007/s00198-012-2105-8
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DOI: https://doi.org/10.1007/s00198-012-2105-8