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使用多排探测器CT和张量尺度表征小梁骨板-杆微结构:算法、验证及在人体初步研究中的应用

Characterization of trabecular bone plate-rod microarchitecture using multirow detector CT and the tensor scale: Algorithms, validation, and applications to pilot human studies.

作者信息

Saha Punam K, Liu Yinxiao, Chen Cheng, Jin Dakai, Letuchy Elena M, Xu Ziyue, Amelon Ryan E, Burns Trudy L, Torner James C, Levy Steven M, Calarge Chadi A

机构信息

Department of Electrical and Computer Engineering, College of Engineering, University of Iowa, Iowa City, Iowa 52242 and Department of Radiology, Carver College of Medicine, University of Iowa, Iowa City, Iowa 52242.

Department of Electrical and Computer Engineering, College of Engineering, University of Iowa, Iowa City, Iowa 52242.

出版信息

Med Phys. 2015 Sep;42(9):5410-25. doi: 10.1118/1.4928481.

Abstract

PURPOSE

Osteoporosis is a common bone disease associated with increased risk of low-trauma fractures leading to substantial morbidity, mortality, and financial costs. Clinically, osteoporosis is defined by low bone mineral density (BMD); however, increasing evidence suggests that trabecular bone (TB) microarchitectural quality is an important determinant of bone strength and fracture risk. A tensor scale based algorithm for in vivo characterization of TB plate-rod microarchitecture at the distal tibia using multirow detector CT (MD-CT) imaging is presented and its performance and applications are examined.

METHODS

The tensor scale characterizes individual TB on the continuum between a perfect plate and a perfect rod and computes their orientation using optimal ellipsoidal representation of local structures. The accuracy of the method was evaluated using computer-generated phantom images at a resolution and signal-to-noise ratio achievable in vivo. The robustness of the method was examined in terms of stability across a wide range of voxel sizes, repeat scan reproducibility, and correlation between TB measures derived by imaging human ankle specimens under ex vivo and in vivo conditions. Finally, the application of the method was evaluated in pilot human studies involving healthy young-adult volunteers (age: 19 to 21 yr; 51 females and 46 males) and patients treated with selective serotonin reuptake inhibitors (SSRIs) (age: 19 to 21 yr; six males and six females).

RESULTS

An error of (3.2% ± 2.0%) (mean ± SD), computed as deviation from known measures of TB plate-width, was observed for computer-generated phantoms. An intraclass correlation coefficient of 0.95 was observed for tensor scale TB measures in repeat MD-CT scans where the measures were averaged over a small volume of interest of 1.05 mm diameter with limited smoothing effects. The method was found to be highly stable at different voxel sizes with an error of (2.29% ± 1.56%) at an in vivo voxel size as compared to the original ex vivo voxel size. Tensor scale measures derived from imaging under in vivo and ex vivo conditions with significantly different modulation transfer function, i.e., difference in "true resolution," showed strong linear correlation (r = 0.92). The study of healthy volunteers shows that, after adjustment for height and weight, males have a 14% higher mean TB plate-width as compared to females (p < 0.05). SSRI-treated patients have 12.5% lower mean TB plate-width (p = 0.052) as compared to age-similar and sex-, height-, and weight-matched healthy controls. In contrast, the observed group difference in dual-energy x-ray absorptiometry (DXA)-derived hip BMD was 10.5% between males and females and only 5.04% between healthy controls and patients on SSRIs.

CONCLUSIONS

Tensor scale analysis of MD-CT images yields accurate and reproducible characterization of TB plate-rod microarchitecture that may be more sensitive than DXA-derived BMD to sex differences and to the skeletal changes associated with medical conditions or their treatments.

摘要

目的

骨质疏松症是一种常见的骨骼疾病,与低创伤性骨折风险增加相关,会导致严重的发病率、死亡率和经济成本。临床上,骨质疏松症由低骨密度(BMD)定义;然而,越来越多的证据表明,小梁骨(TB)微结构质量是骨强度和骨折风险的重要决定因素。本文提出了一种基于张量尺度的算法,用于使用多排探测器CT(MD-CT)成像在体内表征胫骨远端的TB板-杆微结构,并对其性能和应用进行了研究。

方法

张量尺度在完美板和完美杆之间的连续体上表征单个TB,并使用局部结构的最佳椭球体表示来计算其方向。该方法的准确性通过计算机生成的体模图像进行评估,分辨率和信噪比为体内可实现的水平。该方法的稳健性通过在广泛的体素大小范围内的稳定性、重复扫描再现性以及在体外和体内条件下对人类踝关节标本成像得出的TB测量值之间的相关性进行检验。最后,在涉及健康年轻志愿者(年龄:19至21岁;51名女性和46名男性)和接受选择性5-羟色胺再摄取抑制剂(SSRI)治疗的患者(年龄:19至21岁;6名男性和6名女性)的初步人体研究中评估了该方法的应用。

结果

对于计算机生成的体模,观察到的误差为(3.2%±2.0%)(平均值±标准差),计算为与已知的TB板宽度测量值的偏差。在重复的MD-CT扫描中,张量尺度TB测量值的组内相关系数为0.95,其中测量值在直径为1.05 mm的小感兴趣体积上进行平均,平滑效果有限。该方法在不同体素大小下高度稳定,与原始体外体素大小相比时,体内体素大小下的误差为(2.29%±1.56%)。在体内和体外条件下成像得出的张量尺度测量值,其调制传递函数显著不同,即“真实分辨率”不同,但显示出很强的线性相关性(r = 0.92)。对健康志愿者的研究表明,在调整身高和体重后,男性的平均TB板宽度比女性高14%(p < 0.05)。与年龄、性别、身高和体重匹配的健康对照相比,接受SSRI治疗的患者的平均TB板宽度低12.5%(p = 0.052)。相比之下,双能X线吸收法(DXA)得出的髋部BMD在男性和女性之间的观察到的组间差异为10.5%,在健康对照和接受SSRI治疗的患者之间仅为5.04%。

结论

MD-CT图像的张量尺度分析可对TB板-杆微结构进行准确且可重复的表征,这可能比DXA得出的BMD对性别差异以及与医疗状况或其治疗相关的骨骼变化更敏感。

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