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基于定量微型计算机断层扫描的冠状动脉轮廓分析:使用交互式局部阈值处理和柱面坐标

Quantitative micro-CT based coronary artery profiling using interactive local thresholding and cylindrical coordinates.

作者信息

Panetta Daniele, Pelosi Gualtiero, Viglione Federica, Kusmic Claudia, Terreni Marianna, Belcari Nicola, Guerra Alberto Del, Athanasiou Lambros, Exarchos Themistoklis, Fotiadis Dimitrios I, Filipovic Nenad, Trivella Maria Giovanna, Salvadori Piero A, Parodi Oberdan

机构信息

CNR Institute of Clinical Physiology, Pisa, Italy.

Department of Physics ``E. Fermi'', University of Pisa, Pisa, Italy.

出版信息

Technol Health Care. 2015;23(5):557-70. doi: 10.3233/THC-151010.

Abstract

BACKGROUND

Micro-CT is an established imaging technique for high-resolution non-destructive assessment of vascular samples, which is gaining growing interest for investigations of atherosclerotic arteries both in humans and in animal models. However, there is still a lack in the definition of micro-CT image metrics suitable for comprehensive evaluation and quantification of features of interest in the field of experimental atherosclerosis (ATS).

OBJECTIVE

A novel approach to micro-CT image processing for profiling of coronary ATS is described, providing comprehensive visualization and quantification of contrast agent-free 3D high-resolution reconstruction of full-length artery walls.

METHODS

Accelerated coronary ATS has been induced by high fat cholesterol-enriched diet in swine and left coronary artery (LCA) harvested en bloc for micro-CT scanning and histologic processing. A cylindrical coordinate system has been defined on the image space after curved multiplanar reformation of the coronary vessel for the comprehensive visualization of the main vessel features such as wall thickening and calcium content. A novel semi-automatic segmentation procedure based on 2D histograms has been implemented and the quantitative results validated by histology.

RESULTS

The potentiality of attenuation-based micro-CT at low kV to reliably separate arterial wall layers from adjacent tissue as well as identify wall and plaque contours and major tissue components has been validated by histology. Morphometric indexes from histological data corresponding to several micro-CT slices have been derived (double observer evaluation at different coronary ATS stages) and highly significant correlations (R2 > 0.90) evidenced. Semi-automatic morphometry has been validated by double observer manual morphometry of micro-CT slices and highly significant correlations were found (R2 > 0.92).

CONCLUSION

The micro-CT methodology described represents a handy and reliable tool for quantitative high resolution and contrast agent free full length coronary wall profiling, able to assist atherosclerotic vessels morphometry in a preclinical experimental model of coronary ATS and providing a link between in vivo imaging and histology.

摘要

背景

微计算机断层扫描(Micro-CT)是一种成熟的成像技术,用于对血管样本进行高分辨率无损评估,在人类和动物模型的动脉粥样硬化动脉研究中越来越受到关注。然而,在适合全面评估和量化实验性动脉粥样硬化(ATS)领域感兴趣特征的微计算机断层扫描图像指标定义方面,仍然存在不足。

目的

描述一种用于冠状动脉ATS分析的微计算机断层扫描图像处理新方法,提供全长动脉壁无造影剂三维高分辨率重建的全面可视化和量化。

方法

通过高脂高胆固醇饮食诱导猪发生加速冠状动脉ATS,并完整切除左冠状动脉(LCA)进行微计算机断层扫描和组织学处理。在对冠状动脉进行曲面多平面重建后,在图像空间中定义了一个圆柱坐标系,以全面可视化主要血管特征,如壁增厚和钙含量。实施了一种基于二维直方图的新型半自动分割程序,并通过组织学验证了定量结果。

结果

基于衰减的低千伏微计算机断层扫描能够可靠地将动脉壁层与相邻组织分离,以及识别壁和斑块轮廓及主要组织成分的潜力已通过组织学验证。得出了与几个微计算机断层扫描切片相对应的组织学数据的形态测量指标(在不同冠状动脉ATS阶段进行双观察者评估),并证明了高度显著的相关性(R2>0.90)。半自动形态测量已通过微计算机断层扫描切片的双观察者手动形态测量进行验证,发现了高度显著的相关性(R2>0.92)。

结论

所描述的微计算机断层扫描方法是一种方便可靠的工具,用于定量高分辨率和无造影剂的全长冠状动脉壁分析,能够在冠状动脉ATS的临床前实验模型中辅助动脉粥样硬化血管形态测量,并在体内成像和组织学之间建立联系。

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