Predicting the fracture toughness of human cancellous bone in fractured neck of femur patients using bone volume and micro-architecture
Predicting the fracture toughness of human cancellous bone in fractured neck of femur patients using bone volume and micro-architecture
The current protocol used to determine if an individual is osteoporotic relies on assessment of the individual’s bone mineral density (BMD), which allows clinicians to judge the condition of a patient with respect to their peers. This, in essence, evaluates a person’s fracture risk, because BMD is a good surrogate measure for strength and stiffness. In recent studies, the authors were the first to produce fracture toughness (FT) data from osteoporotic (OP) and osteoarthritic (OA) patients, by using a testing technique which basically analyzes the prerequisite stress conditions for the onset of growth of a major crack through cancellous bone tissue. FT depends mainly on bone quantity (BV/TV, bone volume/tissue volume), but also on bone micro-architecture (mArch), the inner trabecular design of the bone. The working research hypothesis of the present study is that mArch offers added prediction power to BV/TV in determining FT parameters. Consequently, our aim was to investigate the use of predictive models for fracture toughness and also to investigate if there are any significant differences between the models produced from samples loaded across (AC, transverse to) the main trabecular orientation and along (AL, in parallel) the trabeculae. In multilinear regression analysis, we found that the strength of the relationships varied for a crack growing in these two orthogonal directions. Adding mArch variables in the Ac direction helped to increase the R2 to 0.798. However, in the AL direction, adding the mArch parameters did not add any predictive power to using BV/TV alone; BV/TV on its own could produce R2 = 0.730. The present results also imply that the anisotropic layout of the trabeculae makes it more difficult for a major crack to grow transversely across them. Cancellous bone models and remodels itself in a certain way to resist fracture in a specific direction, and thus, we should be mindful that architectural quality as well as bone quantity are needed to understand the resistance to fracture.
BV/TV, cancellous bone, crack growth, fracture toughness, micro-architecture, microCT, multi-regression predictions
Adams, George J.
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Cook, Richard B.
06f8322d-81be-4f82-9326-19e55541c78f
Gibson, Michael
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Zioupos, Peter
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3 April 2024
Adams, George J.
c7d54553-0947-43a1-bdc2-84a94d741a18
Cook, Richard B.
06f8322d-81be-4f82-9326-19e55541c78f
Gibson, Michael
1fb4e0b0-cfb6-49d3-b9ec-151e723b60f2
Zioupos, Peter
70120765-7396-4e86-bb9e-9c4d64c43294
Adams, George J., Cook, Richard B., Gibson, Michael and Zioupos, Peter
(2024)
Predicting the fracture toughness of human cancellous bone in fractured neck of femur patients using bone volume and micro-architecture.
Life (Basel, Switzerland), 14 (4), [467].
(doi:10.3390/life14040467).
Abstract
The current protocol used to determine if an individual is osteoporotic relies on assessment of the individual’s bone mineral density (BMD), which allows clinicians to judge the condition of a patient with respect to their peers. This, in essence, evaluates a person’s fracture risk, because BMD is a good surrogate measure for strength and stiffness. In recent studies, the authors were the first to produce fracture toughness (FT) data from osteoporotic (OP) and osteoarthritic (OA) patients, by using a testing technique which basically analyzes the prerequisite stress conditions for the onset of growth of a major crack through cancellous bone tissue. FT depends mainly on bone quantity (BV/TV, bone volume/tissue volume), but also on bone micro-architecture (mArch), the inner trabecular design of the bone. The working research hypothesis of the present study is that mArch offers added prediction power to BV/TV in determining FT parameters. Consequently, our aim was to investigate the use of predictive models for fracture toughness and also to investigate if there are any significant differences between the models produced from samples loaded across (AC, transverse to) the main trabecular orientation and along (AL, in parallel) the trabeculae. In multilinear regression analysis, we found that the strength of the relationships varied for a crack growing in these two orthogonal directions. Adding mArch variables in the Ac direction helped to increase the R2 to 0.798. However, in the AL direction, adding the mArch parameters did not add any predictive power to using BV/TV alone; BV/TV on its own could produce R2 = 0.730. The present results also imply that the anisotropic layout of the trabeculae makes it more difficult for a major crack to grow transversely across them. Cancellous bone models and remodels itself in a certain way to resist fracture in a specific direction, and thus, we should be mindful that architectural quality as well as bone quantity are needed to understand the resistance to fracture.
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life-14-00467
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Accepted/In Press date: 29 March 2024
Published date: 3 April 2024
Keywords:
BV/TV, cancellous bone, crack growth, fracture toughness, micro-architecture, microCT, multi-regression predictions
Identifiers
Local EPrints ID: 492749
URI: http://eprints.soton.ac.uk/id/eprint/492749
ISSN: 2075-1729
PURE UUID: 39ae7f19-fd7c-45f4-b29b-8f611f038de3
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Date deposited: 13 Aug 2024 16:53
Last modified: 14 Aug 2024 01:42
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Author:
George J. Adams
Author:
Michael Gibson
Author:
Peter Zioupos
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