Department of Medical Imaging, University of Montreal Hospital Research Center, Montréal, Québec H2X 0A9, Canada.
Research Unit of Biomechanics and Imaging in Cardiology, University of Montreal Hospital Research Center, Montréal, Québec H2X 0A9, Canada.
Comput Biol Med. 2018 Jan 1;92:98-109. doi: 10.1016/j.compbiomed.2017.10.033. Epub 2017 Nov 6.
Abdominal aortic aneurysms (AAA) are localized, commonly-occurring dilations of the aorta. When equilibrium between blood pressure (loading) and wall mechanical resistance is lost, rupture ensues, and patient death follows, if not treated immediately. Experimental and numerical analyses of flow patterns in arteries show direct correlations between wall shear stress and wall mechano-adaptation with the development of zones prone to thrombus formation. For further insights into AAA flow topology/growth interaction, a workout of patient-specific computational flow dynamics (CFD) is proposed to compute finite-time Lyapunov exponents and extract Lagrangian-coherent structures (LCS). This computational model was first compared with 4-D phase-contrast magnetic resonance imaging (MRI) in 5 patients. To better understand the impact of flow topology and transport on AAA growth, hyperbolic, repelling LCS were computed in 1 patient during 8-year follow-up, including 9 volumetric morphologic AAA measures by computed tomography-angiography (CTA). LCS defined barriers to Lagrangian jet cores entering AAA. Domains enclosed between LCS and the aortic wall were considered to be stagnation zones. Their evolution was studied during AAA growth. Good correlation - 2-D cross-correlation coefficients of 0.65, 0.86 and 0.082 (min, max, SD) - was obtained between numerical simulations and 4-D MRI acquisitions in 6 specific cross-sections from 4 patients. In follow-up study, LCS divided AAA lumens into 3 dynamically-isolated zones: 2 stagnation volumes lying in dilated portions of the AAA, and circulating volume connecting the inlet to the outlet. The volume of each zone was tracked over time. Although circulating volume remained unchanged during 8-year follow-up, the AAA lumen and main stagnation zones grew significantly (8 cm/year and 6 cm/year, respectively). This study reveals that transient transport topology can be quantified in patient-specific AAA during disease progression by CTA, in parallel with lumen morphology. It is anticipated that analysis of the main AAA stagnation zones by patient-specific CFD on a yearly basis could help to predict AAA growth and rupture.
腹主动脉瘤(AAA)是主动脉的局部、常见的扩张。当血压(负载)与壁机械阻力之间的平衡丧失时,就会发生破裂,如果不立即治疗,患者就会死亡。对动脉中血流模式的实验和数值分析表明,壁切应力与壁机械适应性之间存在直接相关性,与容易形成血栓的区域的发展有关。为了进一步深入了解 AAA 血流拓扑/生长相互作用,提出了一种针对特定患者的计算血流动力学(CFD)的工作流程,以计算有限时间李雅普诺夫指数并提取拉格朗日相干结构(LCS)。该计算模型首先在 5 名患者中与 4D 相位对比磁共振成像(MRI)进行了比较。为了更好地了解流动拓扑和输送对 AAA 生长的影响,在 1 名患者的 8 年随访期间计算了双曲、排斥的 LCS,并通过计算机断层血管造影术(CTA)对 9 个体积形态 AAA 测量值进行了计算。LCS 定义了阻止 Lagrangian 射流核心进入 AAA 的屏障。夹在 LCS 和主动脉壁之间的域被认为是停滞区。研究了它们在 AAA 生长过程中的演化。在 4 名患者的 6 个特定横截面上,从 4D MRI 采集获得的数值模拟和 65、86 和 0.082(最小、最大和标准偏差)的二维互相关系数得到了良好的相关性。在后续研究中,LCS 将 AAA 管腔分为 3 个动态隔离区域:2 个停滞体积位于 AAA 的扩张部分,循环体积连接入口和出口。每个区域的体积随时间进行跟踪。尽管在 8 年的随访期间循环体积保持不变,但 AAA 管腔和主要停滞区明显增大(分别为 8cm/年和 6cm/年)。这项研究表明,通过 CTA 可以在疾病进展期间对特定患者的 AAA 进行瞬态输送拓扑结构的定量分析,与管腔形态并行。预计每年对特定患者的 AAA 主要停滞区进行 CFD 分析,可以帮助预测 AAA 的生长和破裂。