Zhou Bin, Zhang Zhendong, Wang Ji, Yu Y Eric, Liu Xiaowei Sherry, Nishiyama Kyle K, Rubin Mishaela R, Shane Elizabeth, Bilezikian John P, Guo X Edward
Bone Bioengineering Laboratory, Department of Biomedical Engineering, Columbia University, New York, New York, U.S.A.
Bone Bioengineering Laboratory, Department of Biomedical Engineering, Columbia University, New York, New York, U.S.A.; Department of Orthopedic Surgery, First Affiliated Hospital, School of Medicine, Shihezi University, Shihezi, Xinjiang, China.
Pattern Recognit Lett. 2016 Jun 1;76:83-89. doi: 10.1016/j.patrec.2015.03.012. Epub 2015 Apr 1.
Trabecular plate and rod microstructure plays a dominant role in the apparent mechanical properties of trabecular bone. With high-resolution computed tomography (CT) images, digital topological analysis (DTA) including skeletonization and topological classification was applied to transform the trabecular three-dimensional (3D) network into surface and curve skeletons. Using the DTA-based topological analysis and a new reconstruction/recovery scheme, individual trabecula segmentation (ITS) was developed to segment individual trabecular plates and rods and quantify the trabecular plate- and rod-related morphological parameters. High-resolution peripheral quantitative computed tomography (HR-pQCT) is an emerging imaging technique to visualize 3D bone microstructure. Based on HR-pQCT images, ITS was applied to various HR-pQCT datasets to examine trabecular plate- and rod-related microstructure and has demonstrated great potential in cross-sectional and longitudinal clinical applications. However, the reproducibility of ITS has not been fully determined. The aim of the current study is to quantify the precision errors of ITS plate-rod microstructural parameters. In addition, we utilized three different frequently used contour techniques to separate trabecular and cortical bone and to evaluate their effect on ITS measurements. Overall, good reproducibility was found for the standard HR-pQCT parameters with precision errors for volumetric BMD and bone size between 0.2%-2.0%, and trabecular bone microstructure between 4.9%-6.7% at the radius and tibia. High reproducibility was also achieved for ITS measurements using all three different contour techniques. For example, using automatic contour technology, low precision errors were found for plate and rod trabecular number (pTb.N, rTb.N, 0.9% and 3.6%), plate and rod trabecular thickness (pTb.Th, rTb.Th, 0.6% and 1.7%), plate trabecular surface (pTb.S, 3.4%), rod trabecular length (rTb.ℓ, 0.8%), and plate-plate junction density (P-P Junc.D, 2.3%) at the tibia. The precision errors at the radius were similar to those at the tibia. In addition, precision errors were affected by the contour technique. At the tibia, precision error by the manual contour method was significantly different from automatic and standard contour methods for pTb.N, rTb.N and rTb.Th. Precision error using the manual contour method was also significantly different from the standard contour method for rod trabecular number (rTb.N), rod trabecular thickness (rTb.Th), rod-rod and plate-rod junction densities (R-R Junc.D and P-R Junc.D) at the tibia. At the radius, the precision error was similar between the three different contour methods. Image quality was also found to significantly affect the ITS reproducibility. We concluded that ITS parameters are highly reproducible, giving assurance that future cross-sectional and longitudinal clinical HR-pQCT studies are feasible in the context of limited sample sizes.
骨小梁板和杆的微观结构在骨小梁的表观力学性能中起主导作用。利用高分辨率计算机断层扫描(CT)图像,应用包括骨架化和拓扑分类的数字拓扑分析(DTA),将骨小梁三维(3D)网络转化为表面和曲线骨架。基于DTA的拓扑分析和一种新的重建/恢复方案,开发了个体骨小梁分割(ITS)方法,用于分割个体骨小梁板和杆,并量化与骨小梁板和杆相关的形态学参数。高分辨率外周定量计算机断层扫描(HR-pQCT)是一种新兴的用于可视化3D骨微观结构的成像技术。基于HR-pQCT图像,ITS被应用于各种HR-pQCT数据集,以研究与骨小梁板和杆相关的微观结构,并在横断面和纵向临床应用中显示出巨大潜力。然而,ITS的可重复性尚未完全确定。本研究的目的是量化ITS板-杆微观结构参数的精确误差。此外,我们使用三种不同的常用轮廓技术来分离骨小梁和皮质骨,并评估它们对ITS测量的影响。总体而言,标准HR-pQCT参数具有良好的可重复性,体积骨密度和骨大小的精确误差在0.2%-2.0%之间,桡骨和胫骨处骨小梁微观结构的精确误差在4.9%-6.7%之间。使用所有三种不同轮廓技术进行ITS测量也具有高可重复性。例如,使用自动轮廓技术,在胫骨处发现板和杆骨小梁数量(pTb.N,rTb.N,分别为0.9%和3.6%)、板和杆骨小梁厚度(pTb.Th,rTb.Th,分别为0.6%和1.7%)、板骨小梁表面(pTb.S,3.4%)、杆骨小梁长度(rTb.ℓ,0.8%)以及板-板连接密度(P-P Junc.D;2.3%)的精确误差较低。桡骨处的精确误差与胫骨处相似。此外,精确误差受轮廓技术影响。在胫骨处,手动轮廓法的精确误差与自动和标准轮廓法在pTb.N、rTb.N和rTb.Th方面存在显著差异。在胫骨处,使用手动轮廓法的精确误差与标准轮廓法在杆骨小梁数量(rTb.N)、杆骨小梁厚度(rTb.Th)、杆-杆和板-杆连接密度(R-R Junc.D和P-R Junc.D)方面也存在显著差异。在桡骨处,三种不同轮廓方法的精确误差相似。还发现图像质量显著影响ITS的可重复性。我们得出结论,ITS参数具有高度可重复性,这确保了未来在样本量有限的情况下进行横断面和纵向临床HR-pQCT研究是可行的。