Distribution of intravascular and extravascular extracellular volume fractions for neovascularization assessment by dynamic contrast-enhanced magnetic resonance imaging

Yi Sun, Ze-bing Ye
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引用次数: 2

Abstract

This study proposes and investigates the distribution of intravascular and extravascular extracellular volume fractions (DIEEF) as a noninvasive biomarker for neovascularization assessment by DCE-MRI. Two estimation methods without knowing the artery input function are developed. The mean square error of DIEEF estimate in the presence of noise and incomplete data is analyzed. Simulation result shows that DIEEF can be accurately estimated even when signal to noise ratio is as low as 5 dB. Tested on a model of atherosclerotic rabbits, DIEEF of aorta plaques is positively correlated with the histological neovessel count with correlation coefficient of 0.940 and P-value of 0.017 and outperforms six existing semiquantitative parameters.
动态增强磁共振成像评估血管内和血管外细胞外体积分数的分布
本研究提出并研究了血管内和血管外细胞外体积分数(DIEEF)的分布,作为DCE-MRI评估新生血管的无创生物标志物。提出了两种不知道动脉输入函数的估计方法。分析了在存在噪声和不完全数据的情况下,DIEEF估计的均方误差。仿真结果表明,即使信噪比低至5 dB,也能准确地估计DIEEF。在动脉粥样硬化兔模型上测试,主动脉斑块DIEEF与组织学新生血管数呈正相关,相关系数为0.940,p值为0.017,优于现有的6个半定量参数。
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