首页> 美国卫生研究院文献>other >In Vivo Precision of Digital Topological Skeletonization Based Individual Trabecula Segmentation (ITS) Analysis of Trabecular Microstructure at the Distal Radius and Tibia by HR-pQCT
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In Vivo Precision of Digital Topological Skeletonization Based Individual Trabecula Segmentation (ITS) Analysis of Trabecular Microstructure at the Distal Radius and Tibia by HR-pQCT

机译:基于HR-pQCT的数字拓扑骨骼化的体内精度基于远端小梁和胫骨小梁微结构的单个小梁分割(ITS)分析

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摘要

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 in vivo 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.
机译:小梁板和杆的微结构在小梁骨的表观机械性能中起主要作用。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)将小梁三维(3D)网络转换为曲面和曲线骨架。使用基于DTA的拓扑分析和新的重建/恢复方案,开发了单个小梁分割(ITS)来分割单个小梁板和棒并量化小梁板和棒相关的形态学参数。高分辨率外围定量计算机断层扫描(HR-pQCT)是一种新兴的体内成像技术,用于可视化3D骨微结构。基于HR-pQCT图像,将ITS应用于各种HR-pQCT数据集以检查小梁板和棒相关的微观结构,并在横断面和纵向临床应用中显示出巨大潜力。但是,ITS的可重复性尚未完全确定。当前研究的目的是量化ITS板棒微结构参数的精度误差。此外,我们使用了三种不同的常用轮廓技术来分离小梁和皮质骨并评估其对ITS测量的影响。总体而言,标准HR-pQCT参数具有良好的重现性,体积BMD和骨尺寸的精确度误差在0.2之间%-2.0%,小梁骨微结构在the骨和胫骨处在4.9%-6.7%之间。使用所有三种不同轮廓技术的ITS测量也获得了很高的重现性。例如,使用自动轮廓技术,发现板和杆小梁数(pTb.N,rTb.N,0.9%和3.6%),板和杆小梁厚度(pTb.Th,rTb.Th,0.6)的低精度误差。 %和1.7%),胫骨板小梁表面(pTb.S,3.4%),杆小梁长度(rTb.ℓ,0.8%)和板-板结合密度(PP Junc.D,2.3%)。半径处的精度误差与胫骨处的精度误差相似。此外,轮廓技术会影响精度误差。在胫骨处,对于pTb.N,rTb.N和rTb.Th,手动轮廓法的精度误差与自动轮廓法和标准轮廓法的误差显着不同。使用手动轮廓法的精度误差也与标准轮廓法的杆小梁数(rTb.N),杆小梁厚度(rTb.Th),杆-杆和板-杆结密度(RR Junc.D和PR Junc.D)在胫骨。在半径处,三种不同轮廓方法之间的精度误差相似。还发现图像质量显着影响ITS的可重复性。我们得出的结论是,ITS参数具有很高的可重复性,从而保证了在有限样本量的情况下,未来的横截面和纵向临床HR-pQCT研究是可行的。

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