基于微计算机断层成像的人内耳统计形状建模。

IF 2.1
Carmine Spedaliere, Alexandra Vaupotic, Jaehyun Hwang, Khalil Husein, Mustafa Hafidh, Kyle Rioux, S Alireza Rohani, Sumit K Agrawal, Hanif M Ladak
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引用次数: 0

摘要

人的内耳(IE)是一个复杂的结构,其形态的变异性是正常功能和耳科病理表现的基础。先前旨在描述IE结构变异性的研究受到低分辨率成像和小样本数的限制。本研究利用迄今为止数量最多的尸体高分辨率微计算机断层扫描(CT)图像来表征健康人类IE的骨骼形态。对54例尸体颞骨标本进行显微ct成像。图像被半自动分割并转换成三维表面网格模型,用于形态学测量和分析。统计形状模型(SSMs)被创建为IE,耳蜗,前庭系统,以及性别和侧边为基础的亚群。确定了IE的线性和体积尺寸的标准范围,平均值与先前报道的一致。在许多维度和体积中发现了显著的基于性别的差异和强大的单变量线性关系。SSMs强调了半规管、耳蜗基底转和耳蜗钩区是整个样本中形态学变异的关键因素。性别特异性SSMs显示出明显的变异模式:女性表现出更大的前庭变异性,而男性表现出耳蜗基底转/钩区变异性。开发了多变量模型,用于从临床质量扫描中获得的尺寸预测IE体积,具有很高的准确性。健康IE的形态学变异被广泛详细地描述,并在三维空间中描绘。这些发现可以用来评估IE畸形,分析IE的药物输送策略,以及耳科种植体设计优化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Statistical shape modeling of the human inner ear through micro-computed tomography imaging.

The human inner ear (IE) is a complex structure whose morphological variability underpins both normal function and the manifestation of otologic pathologies. Previous studies aiming to describe the structural variability of the IE have been limited by low-resolution imaging and small sample numbers. This study utilized the largest number of cadaveric high-resolution micro-computed tomography (CT) images to date to characterize the bony morphology of the healthy human IE. Fifty-four cadaveric temporal bone specimens underwent micro-CT imaging. Images were semi-automatically segmented and converted to three-dimensional surface mesh models for morphological measurement and analysis. Statistical shape models (SSMs) were created for the IE, cochlea, and vestibular system, as well as for sex- and side-based subgroups. Normative ranges for linear and volumetric dimensions of the IE were determined, and mean values were consistent with those previously reported. Significant sex-based differences and strong univariate linear relationships were identified for many dimensions and volumes. SSMs highlighted the semicircular canals, cochlear basal turn, and hook regions as key contributors to morphological variability across the total sample set. Sex-specific SSMs revealed distinct variation patterns: females exhibited greater vestibular variability, while males showed cochlear basal turn/hook region variability. Multivariate models were developed for the prediction of IE volumes from dimensions obtainable from clinical quality scans, with high accuracy. The morphological variability of the healthy IE was described in extensive detail and depicted in three dimensions. These findings may be used to inform the assessment of IE malformations, analysis of drug delivery strategies to the IE, and otologic implant design optimization.

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