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

IF 2.1 Q3 ENDOCRINOLOGY & METABOLISM Bone Reports Pub Date : 2023-11-13 DOI:10.1016/j.bonr.2023.101726
Yazan Kadkoy , Sangeeta Abraham , Peter Michael , Tasmima Tazin , Charlene Wetterstrand , J. Patrick O'Connor
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Abstract

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 (R2) 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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将骨折骨痂计算机断层成像与骨痂结构力学相关联的新方法
在没有破坏性测试的情况下估计骨在体内的力学性能将有助于研究和临床骨科应用。微计算机断层扫描(μCT)成像可以提供定量的、高分辨率的骨形态三维表征,通常是无损估计骨力学特性的基础。本研究的目的是利用μCT成像获得的骨微结构的定性和定量方面来开发指标,以估计骨折老茧的机械完整性。收集12只大鼠股骨骨折后4周的力学测试数据(峰值扭矩)和μCT图像数据。利用MATLAB对愈伤组织μCT成像数据进行分析,并与经验测定的愈伤组织峰值扭矩进行关联。一个度量相关的z射线,平行于股骨中性轴并穿过骨折骨痂的体素的线性连续,达到峰值扭矩。其他指标基于体素链接值(lv),这是一种新的测量方法,由给定体素(范围从1到27)周围的体素数量定义,这些体素都高于指定阈值。利用连接值对骨痂进行分割,并根据改良的胫骨骨折放射联合评分(mRUST)计算愈合评分(称为eRUST)。连接值也用于计算连接骨面积(LBAs)。所有指标均与峰值扭矩呈正相关,eRUST的相关系数(R2)为0.863,z射线评分为0.792,标准化骨面积指标为0.764。这些新指标似乎是利用客观分析方法从骨微结构中推断骨折骨痂结构特性的有希望的方法,而无需求助于计算复杂的有限元分析。
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来源期刊
Bone Reports
Bone Reports Medicine-Orthopedics and Sports Medicine
CiteScore
4.30
自引率
4.00%
发文量
444
审稿时长
57 days
期刊介绍: Bone Reports is an interdisciplinary forum for the rapid publication of Original Research Articles and Case Reports across basic, translational and clinical aspects of bone and mineral metabolism. The journal publishes papers that are scientifically sound, with the peer review process focused principally on verifying sound methodologies, and correct data analysis and interpretation. We welcome studies either replicating or failing to replicate a previous study, and null findings. We fulfil a critical and current need to enhance research by publishing reproducibility studies and null findings.
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