Technical note: Does scan resolution or downsampling impact the analysis of trabecular bone architecture?

IF 1.7 2区 生物学 Q1 ANTHROPOLOGY
Andrea Lukova, Christopher J. Dunmore, Zewdi J. Tsegai, Sebastian Bachmann, Alexander Synek, Matthew M. Skinner
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Abstract

The “gold standard” for the assessment of trabecular bone structure is high-resolution micro-CT. In this technical note, we test the influence of initial scan resolution and post hoc downsampling on the quantitative and qualitative analysis of trabecular bone in a Gorilla tibia. We analyzed trabecular morphology in the right distal tibia of one Gorilla gorilla individual to investigate the impact of variation in voxel size on measured trabecular variables. For each version of the micro-CT volume, trabecular bone was segmented using the medical image analysis method. Holistic morphometric analysis was then used to analyze bone volume (BV/TV), anisotropy (DA), trabecular thickness (Tb.Th), spacing (Tb.Sp), and number (Tb.N). Increasing voxel size during initial scanning was found to have a strong impact on DA and Tb.Th measures, while BV/TV, Tb.Sp, and Tb.N were found to be less sensitive to variations in initial scan resolution. All tested parameters were not substantially influenced by downsampling up to 90 μm resolution. Color maps of BV/TV and DA also retained their distribution up to 90 μm. This study is the first to examine the effect of variation in micro-CT voxel size on the analysis of trabecular bone structure using whole epiphysis approaches. Our results indicate that microstructural variables may be measured for most trabecular parameters up to a voxel size of 90 μm for both scan and downsampled resolutions. Moreover, if only BV/TV, Tb.Sp or Tb.N is measured, even larger voxel sizes might be used without substantially affecting the results.

Abstract Image

技术说明:扫描分辨率或下采样会影响骨小梁结构分析吗?
评估骨小梁结构的 "黄金标准 "是高分辨率显微 CT。在本技术说明中,我们测试了初始扫描分辨率和事后降采样对大猩猩胫骨骨小梁定量和定性分析的影响。我们分析了一只大猩猩个体右胫骨远端的骨小梁形态,以研究体素大小的变化对测量的骨小梁变量的影响。对于每个版本的 micro-CT 卷,我们都使用医学图像分析方法对骨小梁进行了分割。然后使用整体形态计量分析来分析骨量(BV/TV)、各向异性(DA)、骨小梁厚度(Tb.Th)、间距(Tb.Sp)和数量(Tb.N)。研究发现,在初始扫描过程中增大体素尺寸对DA和Tb.Th的测量有很大影响,而BV/TV、Tb.Sp和Tb.N对初始扫描分辨率的变化不太敏感。所有测试参数都没有受到分辨率高达 90 μm 的下采样的实质性影响。BV/TV 和 DA 的彩色图在 90 μm 以下也保持了其分布。这项研究首次使用整个骨骺方法研究了微CT体素尺寸的变化对骨小梁结构分析的影响。我们的研究结果表明,无论是扫描分辨率还是下采样分辨率,大多数骨小梁参数的微结构变量可测量到 90 μm 以下的体素尺寸。此外,如果只测量 BV/TV、Tb.Sp 或 Tb.N,甚至可以使用更大的体素尺寸,而不会对结果产生重大影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
4.80
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