Estimating retinal vascular permeability using the adiabatic approximation to the tissue homogeneity model with fluorescein videoangiography

K. Tichauer, Christian Osswald, E. Dosmar, Micah J. Guthrie, Logan Hones, L. Sinha, Xiaochun Xu, W. Mieler, K. St. Lawrence, Jennifer J. Kang-Mieler
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引用次数: 4

Abstract

Clinical symptoms of diabetic retinopathy are not detectable until damage to the retina reaches an irreversible stage, at least by today’s treatment standards. As a result, there is a push to develop new, “sub-clinical” methods of predicting the onset of diabetic retinopathy before the onset of irreversible damage. With diabetic retinopathy being associated with the accumulation of long-term mild damage to the retinal vasculature, retinal blood vessel permeability has been proposed as a key parameter for detecting preclinical stages of retinopathy. In this study, a kinetic modeling approach used to quantify vascular permeability in dynamic contrast-enhanced medical imaging was evaluated in noise simulations and then applied to retinal videoangiography data in a diabetic rat for the first time to determine the potential for this approach to be employed clinically as an early indicator of diabetic retinopathy. Experimental levels of noise were found to introduce errors of less than 15% in estimates of blood flow and extraction fraction (a marker of vascular permeability), and fitting of rat retinal fluorescein angiography data provided stable maps of both parameters.
利用荧光素血管造影组织均匀性模型的绝热近似估计视网膜血管通透性
糖尿病视网膜病变的临床症状是无法检测到的,直到视网膜损伤达到不可逆转的阶段,至少按照今天的治疗标准。因此,有必要开发新的“亚临床”方法,在不可逆损伤发生之前预测糖尿病视网膜病变的发生。由于糖尿病视网膜病变与视网膜血管长期轻度损伤的积累有关,视网膜血管通透性已被提出作为检测视网膜病变临床前分期的关键参数。在本研究中,我们在噪声模拟中评估了动态对比增强医学成像中用于量化血管通透性的动力学建模方法,然后首次将其应用于糖尿病大鼠的视网膜血管造影数据,以确定该方法在临床上作为糖尿病视网膜病变早期指标的潜力。研究发现,实验噪声水平在估计血流量和提取分数(血管通透性的标志)时引入的误差小于15%,对大鼠视网膜荧光素血管造影数据的拟合提供了这两个参数的稳定图。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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