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A skeleton-tree-based approach to acinar morphometric analysis using microcomputed tomography with comparison of acini in young and old C57BL/6 mice

机译:基于骨架树的腺泡形态分析方法采用微计算机断层摄影技术比较年轻和老龄C57BL / 6小鼠的腺泡

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摘要

We seek to establish a method using interior tomographic techniques (Xradia MicroXCT-400) for acinar morphometric analysis using the pathway center lines from micro X-ray computed tomographic (Micro-CT) images as the road map. Through the application of these techniques, we present a method to extend the atlas of murine lungs to acinar levels and present a comparison between two age groups of the C57BL/6 strain. Lungs fixed via vascular perfusion were scanned using high-resolution Micro-CT protocols. Individual acini were segmented, and skeletonized paths to alveolar sacs from the entrance to the acinus were formed. Morphometric parameters, including branch lengths, diameters, and branching angles, were generated. Six mice each, at two age groups (∼20 and ∼90 wk of age), were studied. Additive Gaussian noise (0 mean and SD 1, 2, 5, and 10) was used to test the robustness of the analytical method. Noise-based variations were within ±6 μm for branch lengths and ±5 μm for diameters. At a noise level of 10, errors increased. Branch diameters were less susceptible to noise than lengths. There was >95% center line overlap across all noise levels. The measurements obtained using the center lines as a road map were not affected by added noise. Acini from younger mice had smaller branch diameters and lengths at all generations without significant differences in branching angles. The relative distribution of volume in the alveolar ducts was similar across both age groups. The method has been demonstrated to be repeatable and robust to image noise and provides a new, nondestructive technique to assess and compare acinar morphometry quantitatively.
机译:我们寻求建立一种使用内部层析成像技术(Xradia MicroXCT-400)进行腺泡形态分析的方法,该方法使用来自微型X射线计算机断层摄影(Micro-CT)图像的路径中心线作为路线图。通过这些技术的应用,我们提出了一种将鼠肺图集扩展到腺泡水平的方法,并提出了C57BL / 6菌株两个年龄段之间的比较。使用高分辨率Micro-CT方案扫描通过血管灌注固定的肺。分割各个腺泡,并形成从腺泡入口到肺泡囊的骨架化路径。生成了形态参数,包括分支长度,直径和分支角度。研究了两个年龄组(年龄分别为20和90周)的六只小鼠。使用加性高斯噪声(0均值和SD 1、2、5和10)来测试分析方法的鲁棒性。分支长度的基于噪声的变化在±6μm范围内,直径的变化在±5μm范围内。噪声级别为10时,误差会增加。分支直径比长度更不易受到噪声的影响。在所有噪声水平上,中心线重叠率均> 95%。使用中心线作为路线图获得的测量值不受附加噪声的影响。年轻小鼠的Acini在所有世代中的分支直径和长度都较小,分支角度没有明显差异。在两个年龄组中,肺泡导管内的体积相对分布相似。该方法已被证明可重复且对图像噪声具有鲁棒性,并提供了一种新的非破坏性技术来定量评估和比较腺泡形态。

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