Fast and accurate specimen-specific simulation of trabecular bone elastic modulus using novel beam–shell finite element models

Abstract Elastic modulus and strength of trabecular bone are negatively affected by osteoporosis and other metabolic bone diseases. Micro-computed tomography-based beam models have been presented as a fast and accurate way to determine bone competence. However, these models are not accurate for trab...

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Veröffentlicht in:Journal of biomechanics 2011-05, Vol.44 (8), p.1566-1572
Hauptverfasser: Vanderoost, Jef, Jaecques, Siegfried V.N, Van der Perre, Georges, Boonen, Steven, D'hooge, Jan, Lauriks, Walter, van Lenthe, G.Harry
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container_end_page 1572
container_issue 8
container_start_page 1566
container_title Journal of biomechanics
container_volume 44
creator Vanderoost, Jef
Jaecques, Siegfried V.N
Van der Perre, Georges
Boonen, Steven
D'hooge, Jan
Lauriks, Walter
van Lenthe, G.Harry
description Abstract Elastic modulus and strength of trabecular bone are negatively affected by osteoporosis and other metabolic bone diseases. Micro-computed tomography-based beam models have been presented as a fast and accurate way to determine bone competence. However, these models are not accurate for trabecular bone specimens with a high number of plate-like trabeculae. Therefore, the aim of this study was to improve this promising methodology by representing plate-like trabeculae in a way that better reflects their mechanical behavior. Using an optimized skeletonization and meshing algorithm, voxel-based models of trabecular bone samples were simplified into a complex structure of rods and plates. Rod-like and plate-like trabeculae were modeled as beam and shell elements, respectively, using local histomorphometric characteristics. To validate our model, apparent elastic modulus was determined from simulated uniaxial elastic compression of 257 cubic samples of trabecular bone (4 mm×4 mm×4 mm; 30 μm voxel size; BIOMED I project) in three orthogonal directions using the beam–shell models and using large-scale voxel models that served as the gold standard. Excellent agreement ( R2 =0.97) was found between the two, with an average CPU-time reduction factor of 49 for the beam–shell models. In contrast to earlier skeleton-based beam models, the novel beam–shell models predicted elastic modulus values equally well for structures from different skeletal sites. It allows performing detailed parametric analyses that cover the entire spectrum of trabecular bone microstructures.
doi_str_mv 10.1016/j.jbiomech.2011.02.082
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Micro-computed tomography-based beam models have been presented as a fast and accurate way to determine bone competence. However, these models are not accurate for trabecular bone specimens with a high number of plate-like trabeculae. Therefore, the aim of this study was to improve this promising methodology by representing plate-like trabeculae in a way that better reflects their mechanical behavior. Using an optimized skeletonization and meshing algorithm, voxel-based models of trabecular bone samples were simplified into a complex structure of rods and plates. Rod-like and plate-like trabeculae were modeled as beam and shell elements, respectively, using local histomorphometric characteristics. To validate our model, apparent elastic modulus was determined from simulated uniaxial elastic compression of 257 cubic samples of trabecular bone (4 mm×4 mm×4 mm; 30 μm voxel size; BIOMED I project) in three orthogonal directions using the beam–shell models and using large-scale voxel models that served as the gold standard. Excellent agreement ( R2 =0.97) was found between the two, with an average CPU-time reduction factor of 49 for the beam–shell models. In contrast to earlier skeleton-based beam models, the novel beam–shell models predicted elastic modulus values equally well for structures from different skeletal sites. It allows performing detailed parametric analyses that cover the entire spectrum of trabecular bone microstructures.</description><identifier>ISSN: 0021-9290</identifier><identifier>EISSN: 1873-2380</identifier><identifier>DOI: 10.1016/j.jbiomech.2011.02.082</identifier><identifier>PMID: 21414627</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Algorithms ; Biological and medical sciences ; Biomechanical Phenomena ; Biomechanics. Biorheology ; Bone and Bones - anatomy &amp; histology ; Bone and Bones - pathology ; Bone stiffness ; Bones ; Classification ; Computers ; Elasticity ; Failure analysis ; FE modeling ; Femur - pathology ; Finite Element Analysis ; Fundamental and applied biological sciences. 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Micro-computed tomography-based beam models have been presented as a fast and accurate way to determine bone competence. However, these models are not accurate for trabecular bone specimens with a high number of plate-like trabeculae. Therefore, the aim of this study was to improve this promising methodology by representing plate-like trabeculae in a way that better reflects their mechanical behavior. Using an optimized skeletonization and meshing algorithm, voxel-based models of trabecular bone samples were simplified into a complex structure of rods and plates. Rod-like and plate-like trabeculae were modeled as beam and shell elements, respectively, using local histomorphometric characteristics. To validate our model, apparent elastic modulus was determined from simulated uniaxial elastic compression of 257 cubic samples of trabecular bone (4 mm×4 mm×4 mm; 30 μm voxel size; BIOMED I project) in three orthogonal directions using the beam–shell models and using large-scale voxel models that served as the gold standard. Excellent agreement ( R2 =0.97) was found between the two, with an average CPU-time reduction factor of 49 for the beam–shell models. In contrast to earlier skeleton-based beam models, the novel beam–shell models predicted elastic modulus values equally well for structures from different skeletal sites. It allows performing detailed parametric analyses that cover the entire spectrum of trabecular bone microstructures.</description><subject>Algorithms</subject><subject>Biological and medical sciences</subject><subject>Biomechanical Phenomena</subject><subject>Biomechanics. 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Micro-computed tomography-based beam models have been presented as a fast and accurate way to determine bone competence. However, these models are not accurate for trabecular bone specimens with a high number of plate-like trabeculae. Therefore, the aim of this study was to improve this promising methodology by representing plate-like trabeculae in a way that better reflects their mechanical behavior. Using an optimized skeletonization and meshing algorithm, voxel-based models of trabecular bone samples were simplified into a complex structure of rods and plates. Rod-like and plate-like trabeculae were modeled as beam and shell elements, respectively, using local histomorphometric characteristics. To validate our model, apparent elastic modulus was determined from simulated uniaxial elastic compression of 257 cubic samples of trabecular bone (4 mm×4 mm×4 mm; 30 μm voxel size; BIOMED I project) in three orthogonal directions using the beam–shell models and using large-scale voxel models that served as the gold standard. Excellent agreement ( R2 =0.97) was found between the two, with an average CPU-time reduction factor of 49 for the beam–shell models. In contrast to earlier skeleton-based beam models, the novel beam–shell models predicted elastic modulus values equally well for structures from different skeletal sites. It allows performing detailed parametric analyses that cover the entire spectrum of trabecular bone microstructures.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><pmid>21414627</pmid><doi>10.1016/j.jbiomech.2011.02.082</doi><tpages>7</tpages></addata></record>
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subjects Algorithms
Biological and medical sciences
Biomechanical Phenomena
Biomechanics. Biorheology
Bone and Bones - anatomy & histology
Bone and Bones - pathology
Bone stiffness
Bones
Classification
Computers
Elasticity
Failure analysis
FE modeling
Femur - pathology
Finite Element Analysis
Fundamental and applied biological sciences. Psychology
Humans
Materials Testing
Micro-computed tomography
Molecular Conformation
Osteoporosis
Physical Medicine and Rehabilitation
Simulation
Skeleton and joints
Software
Spine - pathology
Studies
Time Factors
Tissues, organs and organisms biophysics
Trabecular bone
Vertebrates: osteoarticular system, musculoskeletal system
X-Ray Microtomography - methods
title Fast and accurate specimen-specific simulation of trabecular bone elastic modulus using novel beam–shell finite element models
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