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Quantitative evaluation of carotid arterial plaque surface irregularity

机译:颈动脉斑块表面不规则的定量评估

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Recent studies have demonstrated that atherosclerotic plaque surface morphology in the carotid arterial system represents an independent risk factor for embolus formation and subsequent cerebrovascular occlusive events. The primary aim of the current retrospective study is to enhance the clinical utility of this key finding by developing and evaluating objective, quantitative methods for characterizing plaque surface irregularity from Gadolinium-enhanced magnetic resonance angiography (MRA) studies. Nine metrics were analyzed for correlation with percent stenosis in 78 arteries from 43 patients with carotid artery disease. Most of the metrics comprised measurements obtained from a surface model of the stenotic lesion derived from the MRA via the Marching Cubes algorithm with application of the Isosurface Deformable Model. Percent stenosis was determined through real-time volume rendering of 3D MIP MRA studies in Vitrea2. Six of the analyzed metrics revealed significant correlation to percent stenosis (p < 0.01). Reproducibility of all metrics was evaluated in a set of 14 randomly selected arteries from 13 patients by way of a single-trial, two-observer analysis. Six of the nine metrics demonstrated significant inter-observer reproducibility by way of single-factor ANOVA analysis (p<0.02). Collectively, the findings reported herein demonstrate an objective and reliable method for quantifying carotid plaque surface irregularity from standard MRA techniques with possible future clinical application in refining risk of ischemic cerebrovascular events and associated need for prophylactic intervention.
机译:最近的研究表明,颈动脉系统中的动脉粥样硬化斑块表面形态代表栓子形成和随后的脑血管闭塞事件的独立危险因素。当前回顾性研究的主要目的是通过开发和评估客观,定量的表征Ga增强磁共振血管造影(MRA)研究斑块表面不规则性的方法来增强这一关键发现的临床实用性。分析了九项指标与43例颈动脉疾病患者中78条动脉狭窄百分比的相关性。大多数度量包括通过Marching Cubes算法应用Isosurface Deformable Model从MRA得出的狭窄病变表面模型获得的测量结果。通过对Vitrea2中的3D MIP MRA研究进行实时体积渲染来确定狭窄百分比。六项分析指标显示出与狭窄百分比显着相关(p <0.01)。通过一次单项,两次观察者分析,从13位患者的14条随机选择的动脉中评估了所有指标的可重复性。九项指标中的六项通过单因素方差分析(ANOVA)证明了观察者之间的可重复性(p <0.02)。总体而言,本文报道的发现证明了一种客观可靠的方法,可通过标准MRA技术量化颈动脉斑块表面不规则性,并可能在将来进一步改善缺血性脑血管事件的风险以及预防性干预的相关临床应用。

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