Khansari Maziyar M, O'Neill William, Lim Jennifer, Shahidi Mahnaz
Department of Bioengineering, University of Illinois at Chicago, IL, USA.
Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, IL, USA.
Biomed Opt Express. 2017 Jul 24;8(8):3796-3806. doi: 10.1364/BOE.8.003796. eCollection 2017 Aug 1.
Tortuosity is an important geometric vessel parameter and among the first microvascular alterations observed in various retinopathies. In the current study, a quantitative vessel tortuosity index (VTI) based on a combination of local and global centerline features is presented. Performance of VTI and previously established tortuosity indices were compared against human observers' evaluation of tortuosity. An image-processing pipeline was developed for application of VTI in retinal vessels imaged by optical coherence tomography angiography (OCTA) in perifoveal (6 mm × 6 mm) and parafoveal (3 mm × 3 mm) regions centered on the fovea. Forty-one subjects (12 healthy control (NC) and 29 sickle cell retinopathy (SCR)) and 10 subjects (5 NC and 5 SCR) were imaged in the perifoveal and parafoveal regions, respectively. The relationship between VTI and age was examined in the perifoveal regions in NC subjects. VTI was measured from the OCTA images and compared between NC and SCR subjects using generalized least square regression with and without adjusting for age and race. VTI was found to correlate better than the 4 previous indices with performance of human observers. In the perifoveal region, a significant correlation was observed between VTI and age (r = -0.4, P<0.001, N = 12). VTI was higher in SCR than NC subjects in perifoveal and parafoveal regions (P≤0.001). The results demonstrate that the proposed method shows promise for detection of increased tortuosity in vessels due to retinal disorders.
血管迂曲是一个重要的血管几何参数,也是在各种视网膜病变中最早观察到的微血管改变之一。在本研究中,提出了一种基于局部和全局中心线特征组合的定量血管迂曲指数(VTI)。将VTI和先前建立的迂曲指数的性能与人类观察者对迂曲的评估进行了比较。开发了一种图像处理流程,用于将VTI应用于通过光学相干断层扫描血管造影(OCTA)在以黄斑中心凹为中心的中心凹周围(6 mm×6 mm)和中心凹旁(3 mm×3 mm)区域成像的视网膜血管。分别对41名受试者(12名健康对照(NC)和29名镰状细胞视网膜病变(SCR))以及10名受试者(5名NC和5名SCR)的中心凹周围和中心凹旁区域进行了成像。在NC受试者的中心凹周围区域检查了VTI与年龄之间的关系。从OCTA图像中测量VTI,并使用广义最小二乘回归在调整和未调整年龄及种族的情况下比较NC和SCR受试者之间的VTI。发现VTI与人类观察者的表现之间的相关性优于之前的4个指数。在中心凹周围区域,观察到VTI与年龄之间存在显著相关性(r = -0.4,P<0.001,N = 12)。在中心凹周围和中心凹旁区域,SCR受试者的VTI高于NC受试者(P≤0.001)。结果表明,所提出的方法在检测由于视网膜疾病导致的血管迂曲增加方面显示出前景。