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人类心脏纤维结构图谱:健康人群研究。

Human atlas of the cardiac fiber architecture: study on a healthy population.

机构信息

INRIA, Sophia-Antipolis, France.

出版信息

IEEE Trans Med Imaging. 2012 Jul;31(7):1436-47. doi: 10.1109/TMI.2012.2192743. Epub 2012 Apr 3.

Abstract

Cardiac fibers, as well as their local arrangement in laminar sheets, have a complex spatial variation of their orientation that has an important role in mechanical and electrical cardiac functions. In this paper, a statistical atlas of this cardiac fiber architecture is built for the first time using human datasets. This atlas provides an average description of the human cardiac fiber architecture along with its variability within the population. In this study, the population is composed of ten healthy human hearts whose cardiac fiber architecture is imaged ex vivo with DT-MRI acquisitions. The atlas construction is based on a computational framework that minimizes user interactions and combines most recent advances in image analysis: graph cuts for segmentation, symmetric log-domain diffeomorphic demons for registration, and log-Euclidean metric for diffusion tensor processing and statistical analysis. Results show that the helix angle of the average fiber orientation is highly correlated to the transmural depth and ranges from -41° on the epicardium to +66° on the endocardium. Moreover, we find that the fiber orientation dispersion across the population (±13°) is lower than for the laminar sheets (±31°) . This study, based on human hearts, extends previous studies on other mammals with concurring conclusions and provides a description of the cardiac fiber architecture more specific to human and better suited for clinical applications. Indeed, this statistical atlas can help to improve the computational models used for radio-frequency ablation, cardiac resynchronization therapy, surgical ventricular restoration, or diagnosis and followups of heart diseases due to fiber architecture anomalies.

摘要

心肌纤维及其在层状片中的局部排列具有复杂的空间方向变化,这对心肌的机械和电功能具有重要作用。本文首次使用人类数据集构建了这种心肌纤维结构的统计图谱。该图谱提供了人类心肌纤维结构的平均描述及其在人群中的可变性。在这项研究中,该人群由十名健康人的心脏组成,其心脏纤维结构通过离体 DT-MRI 采集进行成像。图谱构建基于一个计算框架,该框架最大限度地减少了用户交互,并结合了图像分析的最新进展:用于分割的图割、用于配准的对称对数域差分同胚恶魔、用于扩散张量处理和统计分析的对数欧几里得度量。结果表明,平均纤维方向的螺旋角与心外膜深度高度相关,范围从心外膜的-41°到心内膜的+66°。此外,我们发现人群中纤维方向的离散度(±13°)低于层状片(±31°)。这项基于人类心脏的研究扩展了以前在其他哺乳动物上的研究,得出了一致的结论,并提供了更具体于人类的心肌纤维结构描述,更适合临床应用。实际上,该统计图谱有助于改进用于射频消融、心脏再同步治疗、心室修复手术或因纤维结构异常导致的心脏病诊断和随访的计算模型。

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