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基于 CT 的有限元分析在骨质疏松症临床机会性筛查中的体素重建算法影响:初步结果。

Influence of image reconstruction kernel on computed tomography-based finite element analysis in the clinical opportunistic screening of osteoporosis-A preliminary result.

机构信息

Department of Radiology, Peking University Third Hospital, Beijing, China.

出版信息

Front Endocrinol (Lausanne). 2023 Mar 1;14:1076990. doi: 10.3389/fendo.2023.1076990. eCollection 2023.

Abstract

PURPOSE

This study aimed to evaluate the difference in vertebral mechanical properties estimated by finite element analysis (FEA) with different computed tomography (CT) reconstruction kernels and evaluate their accuracy in the screening and classification of osteoporosis.

METHODS

There were 31 patients enrolled retrospectively from the quantitative CT database of our hospital, uniformly covering the range from osteoporosis to normal. All subjects' CT raw data were reconstructed both with a smooth standard convolution kernel (B40f) and a sharpening bone convolution kernel (B70f), and FEA was performed on L1 of each subject based on two reconstructed images to obtain vertebral estimated strength and stiffness. The trabecular volumetric bone mineral density (vBMD) of the same vertebral body was also measured. FEA measurements between two kernels and their accuracy for osteoporosis screening were compared.

RESULTS

The vertebral stiffness and strength measured in FEA-B40f were significantly lower compared with those of FEA-B70f (12.0%, = 0.000 and 10.7%, = 0.000, respectively). The correlation coefficient between FEA-B70F and vBMD was slightly higher than that of FEA-B40F in both vertebral strength and stiffness (strength: -B40f = 0.21, = 0.009 vs. -B70f = 0.27, = 0.003; stiffness: -B40f = 0.37, = 0.002 vs. -B70f = 0.45, =0.000). The receiver operator characteristic curve showed little difference in the classification of osteoporosis between FEA-B40f and FEA-B70f.

CONCLUSION

Two kernels both seemed to be applicable to the opportunistic screening of osteoporosis by CT-FEA despite variance in FE-estimated bone strength and bone stiffness. A protocol for CT acquisition and FEA is still required to guarantee the reproducibility of clinical use.

摘要

目的

本研究旨在评估不同 CT 重建核与有限元分析(FEA)估计的椎体力学特性的差异,并评估其在骨质疏松症筛查和分类中的准确性。

方法

从我们医院的定量 CT 数据库中回顾性招募了 31 名患者,这些患者均匀地覆盖了从骨质疏松症到正常的范围。所有受试者的 CT 原始数据均采用平滑标准卷积核(B40f)和锐化骨卷积核(B70f)进行重建,并基于两个重建图像对每个受试者的 L1 进行 FEA,以获得椎体估计的强度和刚度。同一椎体的小梁体积骨矿物质密度(vBMD)也进行了测量。比较了两种核之间的 FEA 测量值及其对骨质疏松症筛查的准确性。

结果

FEA-B40f 测量的椎体刚度和强度明显低于 FEA-B70f(分别为 12.0%, = 0.000 和 10.7%, = 0.000)。FEA-B70F 与 vBMD 的相关系数在椎体强度和刚度方面略高于 FEA-B40F(强度: -B40f = 0.21, = 0.009 与 -B70f = 0.27, = 0.003;刚度: -B40f = 0.37, = 0.002 与 -B70f = 0.45, = 0.000)。受试者工作特征曲线显示 FEA-B40f 和 FEA-B70f 之间在骨质疏松症的分类方面差异不大。

结论

尽管 FEA 估计的骨强度和骨刚度存在差异,但两种核都适用于 CT-FEA 对骨质疏松症的机会性筛查。仍需要制定 CT 采集和 FEA 方案,以保证临床应用的可重复性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7384/10014549/c62bdc4d8a5c/fendo-14-1076990-g001.jpg

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