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Published in: Journal of Bone and Mineral Metabolism 2/2012

01-03-2012 | Short Communication

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

Authors: Gregory Chang, Chamith S. Rajapakse, James S. Babb, Stephen P. Honig, Michael P. Recht, Ravinder R. Regatte

Published in: Journal of Bone and Mineral Metabolism | Issue 2/2012

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Abstract

The goal of this study was to demonstrate the feasibility of using 7-Tesla (7T) magnetic resonance imaging (MRI) and micro-finite element analysis (µFEA) to evaluate mechanical and structural properties of whole, cortical, and trabecular bone at the distal femur and proximal tibia in vivo. 14 healthy subjects were recruited (age 40.7 ± 15.7 years). The right knee was scanned on a 7T MRI scanner using a 28 channel-receive knee coil and a three-dimensional fast low-angle shot sequence (TR/TE 20 ms/5.02 ms, 0.234 mm × 0.234 mm × 1 mm, 80 axial images, 7 min 9 s). Bone was analyzed at the distal femoral metaphysis, femoral condyles, and tibial plateau. Whole, cortical, and trabecular bone stiffness was computed using µFEA. Bone volume fraction (BVF), bone areas, and cortical thickness were measured. Trabecular bone stiffness (933.7 ± 433.3 MPa) was greater than cortical bone stiffness (216 ± 152 MPa) at all three locations (P < 0.05). Across locations, there were no differences in bone stiffness (whole, cortical, or trabecular). Whole, cortical, and trabecular bone stiffness correlated with BVF (R ≥ 0.69, P < 0.05) and inversely correlated with corresponding whole, cortical, and trabecular areas (R ≤ −0.54, P < 0.05), but not with cortical thickness (R < −0.11, P > 0.05). Whole, cortical, and trabecular stiffness correlated with body mass index (R ≥ 0.62, P < 0.05). In conclusion, at the distal femur and proximal tibia, trabecular bone contributes 66–74% of whole bone stiffness. 7T MRI and µFEA may be used as a method to provide insight into how structural properties of cortical or trabecular bone affect bone mechanical competence in vivo.
Literature
1.
go back to reference Griffith JF, Engelke K, Genant HK (2010) Looking beyond bone mineral density: imaging assessment of bone quality. Ann N Y Acad Sci 1192:45–56PubMedCrossRef Griffith JF, Engelke K, Genant HK (2010) Looking beyond bone mineral density: imaging assessment of bone quality. Ann N Y Acad Sci 1192:45–56PubMedCrossRef
2.
go back to reference Ito M (2011) Recent progress in bone imaging for osteoporosis research. J Bone Miner Metab 29:131–140PubMedCrossRef Ito M (2011) Recent progress in bone imaging for osteoporosis research. J Bone Miner Metab 29:131–140PubMedCrossRef
3.
go back to reference Wehrli FW, Saha PK, Gomberg BR et al (2002) Role of magnetic resonance for assessing structure and function of trabecular bone. Top Magn Reson Imaging 13:335–355PubMedCrossRef Wehrli FW, Saha PK, Gomberg BR et al (2002) Role of magnetic resonance for assessing structure and function of trabecular bone. Top Magn Reson Imaging 13:335–355PubMedCrossRef
4.
go back to reference Watts NB (2004) Fundamentals and pitfalls of bone densitometry using dual-energy X-ray absorptiometry (DXA). Osteoporos Int 15:847–854PubMedCrossRef Watts NB (2004) Fundamentals and pitfalls of bone densitometry using dual-energy X-ray absorptiometry (DXA). Osteoporos Int 15:847–854PubMedCrossRef
5.
go back to reference Bolotin HH (2007) DXA in vivo BMD methodology: an erroneous and misleading research and clinical gauge of bone mineral status, bone fragility, and bone remodelling. Bone 41:138–154PubMedCrossRef Bolotin HH (2007) DXA in vivo BMD methodology: an erroneous and misleading research and clinical gauge of bone mineral status, bone fragility, and bone remodelling. Bone 41:138–154PubMedCrossRef
7.
go back to reference Walker MD, Liu XS, Stein E et al (2011) Differences in bone microarchitecture between postmenopausal Chinese-American and white women. J Bone Miner Res 26:1392–1398PubMedCrossRef Walker MD, Liu XS, Stein E et al (2011) Differences in bone microarchitecture between postmenopausal Chinese-American and white women. J Bone Miner Res 26:1392–1398PubMedCrossRef
8.
go back to reference Liu XS, Walker MD, McMahon DJ et al (2011) Better skeletal microstructure confers greater mechanical advantages in Chinese–American women versus white women. J Bone Miner Res 26:1783–1792PubMedCrossRef Liu XS, Walker MD, McMahon DJ et al (2011) Better skeletal microstructure confers greater mechanical advantages in Chinese–American women versus white women. J Bone Miner Res 26:1783–1792PubMedCrossRef
9.
go back to reference Majumdar S (2002) Magnetic resonance imaging of trabecular bone structure. Top Magn Reson Imaging 13:323–334PubMedCrossRef Majumdar S (2002) Magnetic resonance imaging of trabecular bone structure. Top Magn Reson Imaging 13:323–334PubMedCrossRef
10.
go back to reference Wehrli FW (2007) Structural and functional assessment of trabecular and cortical bone by micro magnetic resonance imaging. J Magn Reson Imaging 25:390–409PubMedCrossRef Wehrli FW (2007) Structural and functional assessment of trabecular and cortical bone by micro magnetic resonance imaging. J Magn Reson Imaging 25:390–409PubMedCrossRef
11.
go back to reference Melton LJ 3rd, Riggs BL, Keaveny TM et al (2010) Relation of vertebral deformities to bone density, structure, and strength. J Bone Miner Res 25:1922–1930PubMedCrossRef Melton LJ 3rd, Riggs BL, Keaveny TM et al (2010) Relation of vertebral deformities to bone density, structure, and strength. J Bone Miner Res 25:1922–1930PubMedCrossRef
12.
go back to reference Wehrli FW, Gomberg BR, Saha PK, Song HK, Hwang SN, Snyder PJ (2001) Digital topological analysis of in vivo magnetic resonance microimages of trabecular bone reveals structural implications of osteoporosis. J Bone Miner Res 16:1520–1531PubMedCrossRef Wehrli FW, Gomberg BR, Saha PK, Song HK, Hwang SN, Snyder PJ (2001) Digital topological analysis of in vivo magnetic resonance microimages of trabecular bone reveals structural implications of osteoporosis. J Bone Miner Res 16:1520–1531PubMedCrossRef
13.
go back to reference Majumdar S, Link TM, Augat P 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 10:231–239PubMedCrossRef Majumdar S, Link TM, Augat P 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 10:231–239PubMedCrossRef
14.
go back to reference Gold GE, Suh B, Sawyer-Glover A, Beaulieu C (2004) Musculoskeletal MRI at 3.0 T: initial clinical experience. Am J Roentgenol 183:1479–1486 Gold GE, Suh B, Sawyer-Glover A, Beaulieu C (2004) Musculoskeletal MRI at 3.0 T: initial clinical experience. Am J Roentgenol 183:1479–1486
15.
go back to reference Robitaille P-M, Berliner LJ (2006) Ultra high-field magnetic resonance imaging. Springer, New York Robitaille P-M, Berliner LJ (2006) Ultra high-field magnetic resonance imaging. Springer, New York
16.
go back to reference Regatte RR, Schweitzer ME (2007) Ultra-high-field MRI of the musculoskeletal system at 7.0T. J Magn Reson Imaging 25:262–269PubMedCrossRef Regatte RR, Schweitzer ME (2007) Ultra-high-field MRI of the musculoskeletal system at 7.0T. J Magn Reson Imaging 25:262–269PubMedCrossRef
17.
go back to reference Krug R, Stehling C, Kelley DA, Majumdar S, Link TM (2009) Imaging of the musculoskeletal system in vivo using ultra-high field magnetic resonance at 7 T. Invest Radiol 44:613–618PubMedCrossRef Krug R, Stehling C, Kelley DA, Majumdar S, Link TM (2009) Imaging of the musculoskeletal system in vivo using ultra-high field magnetic resonance at 7 T. Invest Radiol 44:613–618PubMedCrossRef
18.
go back to reference Krug R, Carballido-Gamio J, Banerjee S, Burghardt AJ, Link TM, Majumdar S (2008) In vivo ultra-high-field magnetic resonance imaging of trabecular bone microarchitecture at 7 T. J Magn Reson Imaging 27:854–859PubMedCrossRef Krug R, Carballido-Gamio J, Banerjee S, Burghardt AJ, Link TM, Majumdar S (2008) In vivo ultra-high-field magnetic resonance imaging of trabecular bone microarchitecture at 7 T. J Magn Reson Imaging 27:854–859PubMedCrossRef
19.
go back to reference Banerjee S, Krug R, Carballido-Gamio J et al (2008) Rapid in vivo musculoskeletal MR with parallel imaging at 7T. Magn Reson Med 59:655–660PubMedCrossRef Banerjee S, Krug R, Carballido-Gamio J et al (2008) Rapid in vivo musculoskeletal MR with parallel imaging at 7T. Magn Reson Med 59:655–660PubMedCrossRef
20.
go back to reference Chang G, Pakin SK, Schweitzer ME, Saha PK, Regatte RR (2008) Adaptations in trabecular bone microarchitecture in Olympic athletes determined by 7T MRI. J Magn Reson Imaging 27:1089–1095PubMedCrossRef Chang G, Pakin SK, Schweitzer ME, Saha PK, Regatte RR (2008) Adaptations in trabecular bone microarchitecture in Olympic athletes determined by 7T MRI. J Magn Reson Imaging 27:1089–1095PubMedCrossRef
21.
go back to reference Chang G, Friedrich KM, Wang L et al (2010) MRI of the wrist at 7 tesla using an eight-channel array coil combined with parallel imaging: preliminary results. J Magn Reson Imaging 31:740–746PubMedCrossRef Chang G, Friedrich KM, Wang L et al (2010) MRI of the wrist at 7 tesla using an eight-channel array coil combined with parallel imaging: preliminary results. J Magn Reson Imaging 31:740–746PubMedCrossRef
22.
go back to reference Magland JF, Rajapakse CS, Wright AC, Acciavatti R, Wehrli FW (2010) 3D fast spin echo with out-of-slab cancellation: a technique for high-resolution structural imaging of trabecular bone at 7 Tesla. Magn Reson Med 63:719–727PubMedCrossRef Magland JF, Rajapakse CS, Wright AC, Acciavatti R, Wehrli FW (2010) 3D fast spin echo with out-of-slab cancellation: a technique for high-resolution structural imaging of trabecular bone at 7 Tesla. Magn Reson Med 63:719–727PubMedCrossRef
23.
go back to reference Bhagat YA, Rajapakse CS, Magland JF 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 33:372–381PubMedCrossRef Bhagat YA, Rajapakse CS, Magland JF 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 33:372–381PubMedCrossRef
24.
go back to reference van Rietbergen B, Majumdar S, Pistoia W et al (1998) Assessment of cancellous bone mechanical properties from micro-FE models based on micro-CT, pQCT and MR images. Technol Health Care 6:413–420PubMed van Rietbergen B, Majumdar S, Pistoia W et al (1998) Assessment of cancellous bone mechanical properties from micro-FE models based on micro-CT, pQCT and MR images. Technol Health Care 6:413–420PubMed
25.
go back to reference Rajapakse CS, Magland J, Zhang XH et al (2009) Implications of noise and resolution on mechanical properties of trabecular bone estimated by image-based finite-element analysis. J Orthop Res 27:1263–1271PubMedCrossRef Rajapakse CS, Magland J, Zhang XH et al (2009) Implications of noise and resolution on mechanical properties of trabecular bone estimated by image-based finite-element analysis. J Orthop Res 27:1263–1271PubMedCrossRef
26.
go back to reference Finnerty MYX, Zheng T, Heilman J, Castrilla N, Herczak J, Fujita H, Ibrahim TS, Boada F, Zhao T, Schmitt F, Stoeckel B, Potthast A, Wicklow K, Trattnig S, Mamisch C, Recht M, Sodickson D, Wiggins G, Zhu Y (2010) A 7-Tesla high density transmit with 28-channel receive-only array knee coil. International Society of Magnetic Resonance in Medicine, Stockholm, Sweden Finnerty MYX, Zheng T, Heilman J, Castrilla N, Herczak J, Fujita H, Ibrahim TS, Boada F, Zhao T, Schmitt F, Stoeckel B, Potthast A, Wicklow K, Trattnig S, Mamisch C, Recht M, Sodickson D, Wiggins G, Zhu Y (2010) A 7-Tesla high density transmit with 28-channel receive-only array knee coil. International Society of Magnetic Resonance in Medicine, Stockholm, Sweden
27.
go back to reference Krug R, Carballido-Gamio J, Banerjee S et al (2007) In vivo bone and cartilage MRI using fully-balanced steady-state free-precession at 7 tesla. Magn Reson Med 58:1294–1298PubMedCrossRef Krug R, Carballido-Gamio J, Banerjee S et al (2007) In vivo bone and cartilage MRI using fully-balanced steady-state free-precession at 7 tesla. Magn Reson Med 58:1294–1298PubMedCrossRef
28.
go back to reference Kim N, Lee JG, Song Y, Kim HJ, JSY, Cho G (2011) Evaluation of MRI resolution affecting trabecular bone parameters: determination of acceptable resolution. Magn Reson Med. doi:10.002/mrm.22984 Kim N, Lee JG, Song Y, Kim HJ, JSY, Cho G (2011) Evaluation of MRI resolution affecting trabecular bone parameters: determination of acceptable resolution. Magn Reson Med. doi:10.​002/​mrm.​22984
29.
go back to reference 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 24:1574–1585PubMedCrossRef 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 24:1574–1585PubMedCrossRef
30.
go back to reference Rajapakse CS, Magland JF, Wald MJ et al (2010) Computational biomechanics of the distal tibia from high-resolution MR and micro-CT images. Bone 47:556–563PubMedCrossRef Rajapakse CS, Magland JF, Wald MJ et al (2010) Computational biomechanics of the distal tibia from high-resolution MR and micro-CT images. Bone 47:556–563PubMedCrossRef
31.
go back to reference Wehrli FW, Rajapakse CS, Magland JF, Snyder PJ (2010) Mechanical implications of estrogen supplementation in early postmenopausal women. J Bone Miner Res 25:1406–1414PubMedCrossRef Wehrli FW, Rajapakse CS, Magland JF, Snyder PJ (2010) Mechanical implications of estrogen supplementation in early postmenopausal women. J Bone Miner Res 25:1406–1414PubMedCrossRef
32.
go back to reference Liu XS, Zhang XH, Rajapakse CS 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 25:2039–2050PubMedCrossRef Liu XS, Zhang XH, Rajapakse CS 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 25:2039–2050PubMedCrossRef
33.
go back to reference Guo XE, Goldstein XA (1997) Is trabecular bone tissue different from cortical bone tissue? Forma 12:185–196 Guo XE, Goldstein XA (1997) Is trabecular bone tissue different from cortical bone tissue? Forma 12:185–196
34.
go back to reference Edwards WT, Zheng Y, Ferrara LA, Yuan HA (2001) Structural features and thickness of the vertebral cortex in the thoracolumbar spine. Spine (Phila Pa 1976) 26:218–225CrossRef Edwards WT, Zheng Y, Ferrara LA, Yuan HA (2001) Structural features and thickness of the vertebral cortex in the thoracolumbar spine. Spine (Phila Pa 1976) 26:218–225CrossRef
35.
go back to reference Silva MJ, Wang C, Keaveny TM, Hayes WC (1994) Direct and computed tomography thickness measurements of the human, lumbar vertebral shell and endplate. Bone 15:409–414PubMedCrossRef Silva MJ, Wang C, Keaveny TM, Hayes WC (1994) Direct and computed tomography thickness measurements of the human, lumbar vertebral shell and endplate. Bone 15:409–414PubMedCrossRef
36.
go back to reference Seeman E (2003) The structural and biomechanical basis of the gain and loss of bone strength in women and men. Endocrinol Metab Clin North Am 32:25–38PubMedCrossRef Seeman E (2003) The structural and biomechanical basis of the gain and loss of bone strength in women and men. Endocrinol Metab Clin North Am 32:25–38PubMedCrossRef
37.
go back to reference Felson DT, Neogi T (2004) Osteoarthritis: is it a disease of cartilage or of bone? Arthritis Rheum 50:341–344PubMedCrossRef Felson DT, Neogi T (2004) Osteoarthritis: is it a disease of cartilage or of bone? Arthritis Rheum 50:341–344PubMedCrossRef
38.
go back to reference De Laet C, Kanis JA, Oden A et al (2005) Body mass index as a predictor of fracture risk: a meta-analysis. Osteoporos Int 16:1330–1338PubMedCrossRef De Laet C, Kanis JA, Oden A et al (2005) Body mass index as a predictor of fracture risk: a meta-analysis. Osteoporos Int 16:1330–1338PubMedCrossRef
39.
go back to reference Kanis JA, Johnell O, Oden A, Johansson H, McCloskey E (2008) FRAX and the assessment of fracture probability in men and women from the UK. Osteoporos Int 19:385–397PubMedCrossRef Kanis JA, Johnell O, Oden A, Johansson H, McCloskey E (2008) FRAX and the assessment of fracture probability in men and women from the UK. Osteoporos Int 19:385–397PubMedCrossRef
40.
go back to reference Roemer PB, Edelstein WA, Hayes CE, Souza SP, Mueller OM (1990) The NMR phased array. Magn Reson Med 16:192–225PubMedCrossRef Roemer PB, Edelstein WA, Hayes CE, Souza SP, Mueller OM (1990) The NMR phased array. Magn Reson Med 16:192–225PubMedCrossRef
41.
go back to reference Wiggins GC, Triantafyllou C, Potthast A, Reykowski A, Nittka M, Wald LL (2006) 32-channel 3 Tesla receive-only phased-array head coil with soccer-ball element geometry. Magn Reson Med 56:216–223PubMedCrossRef Wiggins GC, Triantafyllou C, Potthast A, Reykowski A, Nittka M, Wald LL (2006) 32-channel 3 Tesla receive-only phased-array head coil with soccer-ball element geometry. Magn Reson Med 56:216–223PubMedCrossRef
42.
go back to reference Wiggins GC, Polimeni JR, Potthast A, Schmitt M, Alagappan V, Wald LL (2009) 96-Channel receive-only head coil for 3 Tesla: design optimization and evaluation. Magn Reson Med 62:754–762PubMedCrossRef Wiggins GC, Polimeni JR, Potthast A, Schmitt M, Alagappan V, Wald LL (2009) 96-Channel receive-only head coil for 3 Tesla: design optimization and evaluation. Magn Reson Med 62:754–762PubMedCrossRef
43.
go back to reference Krug R, Banerjee S, Han ET, Newitt DC, Link TM, Majumdar S (2005) Feasibility of in vivo structural analysis of high-resolution magnetic resonance images of the proximal femur. Osteoporos Int 16:1307–1314PubMedCrossRef Krug R, Banerjee S, Han ET, Newitt DC, Link TM, Majumdar S (2005) Feasibility of in vivo structural analysis of high-resolution magnetic resonance images of the proximal femur. Osteoporos Int 16:1307–1314PubMedCrossRef
Metadata
Title
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
Authors
Gregory Chang
Chamith S. Rajapakse
James S. Babb
Stephen P. Honig
Michael P. Recht
Ravinder R. Regatte
Publication date
01-03-2012
Publisher
Springer Japan
Published in
Journal of Bone and Mineral Metabolism / Issue 2/2012
Print ISSN: 0914-8779
Electronic ISSN: 1435-5604
DOI
https://doi.org/10.1007/s00774-011-0333-1

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