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使用多层螺旋CT对外周小梁骨微结构进行定量成像。

Quantitative imaging of peripheral trabecular bone microarchitecture using MDCT.

作者信息

Chen Cheng, Zhang Xiaoliu, Guo Junfeng, Jin Dakai, Letuchy Elena M, Burns Trudy L, Levy Steven M, Hoffman Eric A, Saha Punam K

机构信息

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

Department of Radiology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA.

出版信息

Med Phys. 2018 Jan;45(1):236-249. doi: 10.1002/mp.12632. Epub 2017 Nov 23.

Abstract

PURPOSE

Osteoporosis associated with reduced bone mineral density (BMD) and microarchitectural changes puts patients at an elevated risk of fracture. Modern multidetector row CT (MDCT) technology, producing high spatial resolution at increasingly lower dose radiation, is emerging as a viable modality for trabecular bone (Tb) imaging. Wide variation in CT scanners raises concerns of data uniformity in multisite and longitudinal studies. A comprehensive cadaveric study was performed to evaluate MDCT-derived Tb microarchitectural measures. A human pilot study was performed comparing continuity of Tb measures estimated from two MDCT scanners with significantly different image resolution features.

METHOD

Micro-CT imaging of cadaveric ankle specimens (n=25) was used to examine the validity of MDCT-derived Tb microarchitectural measures. Repeat scan reproducibility of MDCT-based Tb measures and their ability to predict mechanical properties were examined. To assess multiscanner data continuity of Tb measures, the distal tibias of 20 volunteers (age:26.2±4.5Y,10F) were scanned using the Siemens SOMATOM Definition Flash and the higher resolution Siemens SOMATOM Force scanners with an average 45-day time gap between scans. The correlation of Tb measures derived from the two scanners over 30% and 60% peel regions at the 4% to 8% of distal tibia was analyzed.

RESULTS

MDCT-based Tb measures characterizing bone network area density, plate-rod microarchitecture, and transverse trabeculae showed good correlations (r∈0.85,0.92) with the gold standard micro-CT-derived values of matching Tb measures. However, other MDCT-derived Tb measures characterizing trabecular thickness and separation, erosion index, and structure model index produced weak correlation (r<0.8) with their micro-CT-derived values. Most MDCT Tb measures were found repeatable (ICC∈0.94,0.98). The Tb plate-width measure showed a strong correlation (r = 0.89) with experimental yield stress, while the transverse trabecular measure produced the highest correlation (r = 0.81) with Young's modulus. The data continuity experiment showed that, despite significant differences in image resolution between two scanners (10% MTF along xy-plane and z-direction - Flash: 16.2 and 17.9 lp/cm; Force: 24.8 and 21.0 lp/cm), most Tb measures had high Pearson correlations (r > 0.95) between values estimated from the two scanners. Relatively lower correlation coefficients were observed for the bone network area density (r = 0.91) and Tb separation (r = 0.93) measures.

CONCLUSION

Most MDCT-derived Tb microarchitectural measures are reproducible and their values derived from two scanners strongly correlate with each other as well as with bone strength. This study has highlighted those MDCT-derived measures which show the greatest promise for characterization of bone network area density, plate-rod and transverse trabecular distributions with a good correlation (r ≥ 0.85) compared with their micro-CT-derived values. At the same time, other measures representing trabecular thickness and separation, erosion index, and structure model index produced weak correlations (r < 0.8) with their micro-CT-derived values, failing to accurately portray the projected trabecular microarchitectural features. Strong correlations of Tb measures estimated from two scanners suggest that image data from different scanners can be used successfully in multisite and longitudinal studies with linear calibration required for some measures. In summary, modern MDCT scanners are suitable for effective quantitative imaging of peripheral Tb microarchitecture if care is taken to focus on appropriate quantitative metrics.

摘要

目的

与骨矿物质密度(BMD)降低和微结构改变相关的骨质疏松症使患者骨折风险升高。现代多排探测器CT(MDCT)技术能以越来越低的辐射剂量产生高空间分辨率,正成为一种可行的小梁骨(Tb)成像方式。CT扫描仪的广泛差异引发了对多中心和纵向研究中数据一致性的担忧。进行了一项全面的尸体研究以评估MDCT衍生的Tb微结构测量方法。开展了一项人体初步研究,比较从具有显著不同图像分辨率特征的两台MDCT扫描仪估计的Tb测量值的连续性。

方法

使用尸体踝关节标本(n = 25)的微CT成像来检验MDCT衍生的Tb微结构测量方法的有效性。检查了基于MDCT的Tb测量值的重复扫描可重复性及其预测力学性能的能力。为评估Tb测量值的多扫描仪数据连续性,对20名志愿者(年龄:26.2±4.5岁,10名女性)的胫骨干骺端进行扫描,使用西门子SOMATOM Definition Flash扫描仪和分辨率更高的西门子SOMATOM Force扫描仪,扫描间隔平均为45天。分析了两台扫描仪在胫骨远端4%至8%处30%和60%剥离区域得出的Tb测量值的相关性。

结果

基于MDCT的表征骨网络面积密度、板-杆微结构和横向小梁的Tb测量值与匹配的Tb测量值的金标准微CT衍生值显示出良好的相关性(r∈0.85,0.92)。然而,其他基于MDCT的表征小梁厚度和间距、侵蚀指数和结构模型指数的Tb测量值与其微CT衍生值的相关性较弱(r<0.8)。发现大多数MDCT的Tb测量值具有可重复性(ICC∈0.94,0.98)。Tb板宽度测量值与实验屈服应力显示出强相关性(r = 0.89),而横向小梁测量值与杨氏模量的相关性最高(r = 0.81)。数据连续性实验表明,尽管两台扫描仪的图像分辨率存在显著差异(xy平面和z方向的调制传递函数为10% - Flash:16.2和17.9 lp/cm;Force:24.8和21.0 lp/cm),但两台扫描仪估计值之间的大多数Tb测量值具有较高的皮尔逊相关性(r > 0.95)。观察到骨网络面积密度(r = 0.91)和Tb间距(r = 0.93)测量值的相关系数相对较低。

结论

大多数MDCT衍生的Tb微结构测量值具有可重复性,并且从两台扫描仪得出的值彼此之间以及与骨强度都有很强的相关性。本研究突出了那些基于MDCT的测量方法,与微CT衍生值相比,它们在表征骨网络面积密度、板-杆和横向小梁分布方面显示出最大的前景,相关性良好(r≥0.85)。同时,其他代表小梁厚度和间距、侵蚀指数和结构模型指数的测量值与其微CT衍生值的相关性较弱(r<0.8),无法准确描绘投影的小梁微结构特征。两台扫描仪估计的Tb测量值之间的强相关性表明,不同扫描仪的图像数据可成功用于多中心和纵向研究,某些测量需要进行线性校准。总之,如果注意关注适当的定量指标,现代MDCT扫描仪适用于对外周Tb微结构进行有效的定量成像。

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本文引用的文献

1
Fuzzy Object Skeletonization: Theory, Algorithms, and Applications.
IEEE Trans Vis Comput Graph. 2018 Aug;24(8):2298-2314. doi: 10.1109/TVCG.2017.2738023. Epub 2017 Aug 10.
4
Digital Topology and Geometry in Medical Imaging: A Survey.
IEEE Trans Med Imaging. 2015 Sep;34(9):1940-64. doi: 10.1109/TMI.2015.2417112. Epub 2015 Apr 14.
7
High-resolution computed tomography for clinical imaging of bone microarchitecture.
Clin Orthop Relat Res. 2011 Aug;469(8):2179-93. doi: 10.1007/s11999-010-1766-x.
8
Distance-driven skeletonization in voxel images.
IEEE Trans Pattern Anal Mach Intell. 2011 Apr;33(4):709-20. doi: 10.1109/TPAMI.2010.140.
9
High-resolution imaging techniques for the assessment of osteoporosis.
Radiol Clin North Am. 2010 May;48(3):601-21. doi: 10.1016/j.rcl.2010.02.015.
10
Volumetric topological analysis: a novel approach for trabecular bone classification on the continuum between plates and rods.
IEEE Trans Med Imaging. 2010 Nov;29(11):1821-38. doi: 10.1109/TMI.2010.2050779. Epub 2010 Jun 17.

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