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Novel approaches to correlate computerized tomography imaging of bone fracture callus to callus structural mechanics

Estimating the mechanical properties of bone in vivo without destructive testing would be useful for research and clinical orthopedic applications. Micro-computerized tomography (μCT) imaging can provide quantitative, high-resolution 3D representations of bone morphology and is generally the basis f...

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Autores principales: Kadkoy, Yazan, Abraham, Sangeeta, Michael, Peter, Tazin, Tasmima, Wetterstrand, Charlene, O'Connor, J. Patrick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10690537/
https://www.ncbi.nlm.nih.gov/pubmed/38047269
http://dx.doi.org/10.1016/j.bonr.2023.101726
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author Kadkoy, Yazan
Abraham, Sangeeta
Michael, Peter
Tazin, Tasmima
Wetterstrand, Charlene
O'Connor, J. Patrick
author_facet Kadkoy, Yazan
Abraham, Sangeeta
Michael, Peter
Tazin, Tasmima
Wetterstrand, Charlene
O'Connor, J. Patrick
author_sort Kadkoy, Yazan
collection PubMed
description Estimating the mechanical properties of bone in vivo without destructive testing would be useful for research and clinical orthopedic applications. Micro-computerized tomography (μCT) imaging can provide quantitative, high-resolution 3D representations of bone morphology and is generally the basis from which bone mechanical properties are non-destructively estimated. The goal of this study was to develop metrics using qualitative and quantitative aspects of bone microarchitecture derived from μCT imaging to estimate the mechanical integrity of bone fracture calluses. Mechanical testing data (peak torque) and μCT image data from 12 rat femur fractures were collected at 4 weeks after fracture. MATLAB was used to analyze the callus μCT imaging data which were then correlated to the empirically determined peak torque of the callus. One metric correlated Z-rays, linear contiguities of voxels running parallel to the neutral axis of the femur and through the fracture callus, to peak torque. Other metrics were based on voxel linkage values (LVs), which is a novel measurement defined by the number of voxels surrounding a given voxel (ranging from 1 to 27) that are all above a specified threshold. Linkage values were utilized to segment the callus and compute healing scores (termed eRUST) based on the modified Radiographic Union Score for Tibial fractures (mRUST). Linkage values were also used to calculate linked bone areas (LBAs). All metrics positively correlated with peak torque, yielding correlations of determination (R(2)) of 0.863 for eRUST, 0.792 for Z-ray scoring, and 0.764 for a normalized Linked Bone Area metric. These novel metrics appear to be promising approaches for extrapolating fracture callus structural properties from bone microarchitecture using objective analytical methods and without resorting to computationally complex finite element analyses.
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spelling pubmed-106905372023-12-02 Novel approaches to correlate computerized tomography imaging of bone fracture callus to callus structural mechanics Kadkoy, Yazan Abraham, Sangeeta Michael, Peter Tazin, Tasmima Wetterstrand, Charlene O'Connor, J. Patrick Bone Rep Full Length Article Estimating the mechanical properties of bone in vivo without destructive testing would be useful for research and clinical orthopedic applications. Micro-computerized tomography (μCT) imaging can provide quantitative, high-resolution 3D representations of bone morphology and is generally the basis from which bone mechanical properties are non-destructively estimated. The goal of this study was to develop metrics using qualitative and quantitative aspects of bone microarchitecture derived from μCT imaging to estimate the mechanical integrity of bone fracture calluses. Mechanical testing data (peak torque) and μCT image data from 12 rat femur fractures were collected at 4 weeks after fracture. MATLAB was used to analyze the callus μCT imaging data which were then correlated to the empirically determined peak torque of the callus. One metric correlated Z-rays, linear contiguities of voxels running parallel to the neutral axis of the femur and through the fracture callus, to peak torque. Other metrics were based on voxel linkage values (LVs), which is a novel measurement defined by the number of voxels surrounding a given voxel (ranging from 1 to 27) that are all above a specified threshold. Linkage values were utilized to segment the callus and compute healing scores (termed eRUST) based on the modified Radiographic Union Score for Tibial fractures (mRUST). Linkage values were also used to calculate linked bone areas (LBAs). All metrics positively correlated with peak torque, yielding correlations of determination (R(2)) of 0.863 for eRUST, 0.792 for Z-ray scoring, and 0.764 for a normalized Linked Bone Area metric. These novel metrics appear to be promising approaches for extrapolating fracture callus structural properties from bone microarchitecture using objective analytical methods and without resorting to computationally complex finite element analyses. Elsevier 2023-11-13 /pmc/articles/PMC10690537/ /pubmed/38047269 http://dx.doi.org/10.1016/j.bonr.2023.101726 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Full Length Article
Kadkoy, Yazan
Abraham, Sangeeta
Michael, Peter
Tazin, Tasmima
Wetterstrand, Charlene
O'Connor, J. Patrick
Novel approaches to correlate computerized tomography imaging of bone fracture callus to callus structural mechanics
title Novel approaches to correlate computerized tomography imaging of bone fracture callus to callus structural mechanics
title_full Novel approaches to correlate computerized tomography imaging of bone fracture callus to callus structural mechanics
title_fullStr Novel approaches to correlate computerized tomography imaging of bone fracture callus to callus structural mechanics
title_full_unstemmed Novel approaches to correlate computerized tomography imaging of bone fracture callus to callus structural mechanics
title_short Novel approaches to correlate computerized tomography imaging of bone fracture callus to callus structural mechanics
title_sort novel approaches to correlate computerized tomography imaging of bone fracture callus to callus structural mechanics
topic Full Length Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10690537/
https://www.ncbi.nlm.nih.gov/pubmed/38047269
http://dx.doi.org/10.1016/j.bonr.2023.101726
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