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基于生理逼真的左心室有限元模型的正常和病理NCAT图像及体模数据。

Normal and pathological NCAT image and phantom data based on physiologically realistic left ventricle finite-element models.

作者信息

Veress Alexander I, Segars W Paul, Weiss Jeffrey A, Tsui Benjamin M W, Gullberg Grant T

机构信息

Department of Bioengineering and the Scientific Computing and Imaging Institute, University of Utah, Salt Lake City, UT 84112-9202, USA.

出版信息

IEEE Trans Med Imaging. 2006 Dec;25(12):1604-16. doi: 10.1109/tmi.2006.884213.

Abstract

The four-dimensional (4-D) NURBS-based cardiac-torso (NCAT) phantom, which provides a realistic model of the normal human anatomy and cardiac and respiratory motions, is used in medical imaging research to evaluate and improve imaging devices and techniques, especially dynamic cardiac applications. One limitation of the phantom is that it lacks the ability to accurately simulate altered functions of the heart that result from cardiac pathologies such as coronary artery disease (CAD). The goal of this work was to enhance the 4-D NCAT phantom by incorporating a physiologically based, finite-element (FE) mechanical model of the left ventricle (LV) to simulate both normal and abnormal cardiac motions. The geometry of the FE mechanical model was based on gated high-resolution X-ray multislice computed tomography (MSCT) data of a healthy male subject. The myocardial wall was represented as a transversely isotropic hyperelastic material, with the fiber angle varying from -90 degrees at the epicardial surface, through 0 degrees at the midwall, to 90 degrees at the endocardial surface. A time-varying elastance model was used to simulate fiber contraction, and physiological intraventricular systolic pressure-time curves were applied to simulate the cardiac motion over the entire cardiac cycle. To demonstrate the ability of the FE mechanical model to accurately simulate the normal cardiac motion as well as the abnormal motions indicative of CAD, a normal case and two pathologic cases were simulated and analyzed. In the first pathologic model, a subendocardial anterior ischemic region was defined. A second model was created with a transmural ischemic region defined in the same location. The FE-based deformations were incorporated into the 4-D NCAT cardiac model through the control points that define the cardiac structures in the phantom which were set to move according to the predictions of the mechanical model. A simulation study was performed using the FE-NCAT combination to investigate how the differences in contractile function between the subendocardial and transmural infarcts manifest themselves in myocardial Single photon emission computed tomography (SPECT) images. The normal FE model produced strain distributions that were consistent with those reported in the literature and a motion consistent with that defined in the normal 4-D NCAT beating heart model based on tagged magnetic resonance imaging (MRI) data. The addition of a subendocardial ischemic region changed the average transmural circumferential strain from a contractile value of -0.09 to a tensile value of 0.02. The addition of a transmural ischemic region changed average circumferential strain to a value of 0.13, which is consistent with data reported in the literature. Model results demonstrated differences in contractile function between subendocardial and transmural infarcts and how these differences in function are documented in simulated myocardial SPECT images produced using the 4-D NCAT phantom. Compared with the original NCAT beating heart model, the FE mechanical model produced a more accurate simulation for the cardiac motion abnormalities. Such a model, when incorporated into the 4-D NCAT phantom, has great potential for use in cardiac imaging research. With its enhanced physiologically based cardiac model, the 4-D NCAT phantom can be used to simulate realistic, predictive imaging data of a patient population with varying whole-body anatomy and with varying healthy and diseased states of the heart that will provide a known truth from which to evaluate and improve existing and emerging 4-D imaging techniques used in the diagnosis of cardiac disease.

摘要

基于四维(4-D)非均匀有理B样条(NURBS)的心脏-躯干(NCAT)体模,可提供正常人体解剖结构以及心脏和呼吸运动的逼真模型,在医学成像研究中用于评估和改进成像设备及技术,尤其是动态心脏应用。该体模的一个局限性在于,它缺乏准确模拟因诸如冠状动脉疾病(CAD)等心脏病变导致的心脏功能改变的能力。这项工作的目标是通过纳入基于生理学的左心室(LV)有限元(FE)力学模型,来增强4-D NCAT体模,以模拟正常和异常的心脏运动。FE力学模型的几何形状基于一名健康男性受试者的门控高分辨率X射线多层计算机断层扫描(MSCT)数据。心肌壁被表示为横向各向同性超弹性材料,纤维角度从心外膜表面的-90度,经中壁的0度,到心内膜表面的90度变化。使用时变弹性模型来模拟纤维收缩,并应用生理室内收缩压-时间曲线来模拟整个心动周期的心脏运动。为了证明FE力学模型准确模拟正常心脏运动以及CAD指示的异常运动的能力,对一个正常病例和两个病理病例进行了模拟和分析。在第一个病理模型中,定义了一个心内膜下前壁缺血区域。创建了第二个模型,在相同位置定义了一个透壁缺血区域。基于FE的变形通过定义体模中心脏结构的控制点纳入4-D NCAT心脏模型,这些控制点被设置为根据力学模型的预测移动。使用FE-NCAT组合进行了一项模拟研究,以研究心内膜下梗死和透壁梗死之间收缩功能的差异如何在心肌单光子发射计算机断层扫描(SPECT)图像中表现出来。正常的FE模型产生的应变分布与文献报道一致,运动与基于标记磁共振成像(MRI)数据的正常4-D NCAT跳动心脏模型中定义的运动一致。添加心内膜下缺血区域使平均透壁圆周应变从收缩值-0.09变为拉伸值0.02。添加透壁缺血区域使平均圆周应变变为0.13的值,这与文献报道的数据一致。模型结果证明了心内膜下梗死和透壁梗死之间收缩功能的差异,以及这些功能差异如何在使用4-D NCAT体模生成的模拟心肌SPECT图像中记录下来。与原始的NCAT跳动心脏模型相比,FE力学模型对心脏运动异常产生了更准确的模拟。这样一个模型,当纳入4-D NCAT体模时,在心脏成像研究中具有很大的应用潜力。凭借其增强的基于生理学的心脏模型,4-D NCAT体模可用于模拟具有不同全身解剖结构以及不同心脏健康和疾病状态的患者群体的逼真、预测性成像数据,这将提供一个已知的真实情况,据此评估和改进用于心脏病诊断的现有和新兴4-D成像技术。

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