Temporally resolved 3-D retinal blood flow quantification using advanced motion correction and signal reconstruction in optical coherence tomography angiography

在光学相干断层扫描血管造影中使用先进的运动校正和信号重建进行时间分辨 3D 视网膜血流定量

• 批准号: 508075009
• 负责人: Professor Dr.-Ing. Andreas Maier
• 金额: --
• 依托单位: Lehrstuhl für Informatik 5: Mustererkennung
• 依托单位国家: 德国
• 项目类别: Research Grants
• 资助国家: 德国
• 项目状态: 未结题
• 来源: https://gepris.dfg.de/gepris/projekt/508075009?language=en
• 关键词: Temporally; resolved; retinal; blood; flow

Optical coherence tomography (OCT) generates micron resolution, volumetric 3-D images of tissue by using a scanned laser beam and measuring the amplitude and time delay of back-scattered light. OCT has had a powerful impact in ophthalmology, becoming a standard imaging modality for diagnosis, monitoring disease progression and treatment response, as well as for investigating pathogenesis in diseases such as diabetic retinopathy, age-related macular degeneration, and glaucoma. The recent development of OCT angiography (OCTA) has dramatically accelerated fundamental and clinical research. OCTA performs depth-resolved (3-D) imaging of retinal microvasculature by repeatedly imaging the same retinal position and detecting motion contrast from moving blood cells. Compared to traditional approaches based on injected contrast agents, OCTA has the advantage that it is non-invasive, so imaging can be performed on every patient visit, enabling longitudinal studies. However, OCTA also has several limitations. Since repeated imaging is required to detect blood flow, acquisition times are long and data can be distorted by eye motion and imaging artifacts, making quantitative longitudinal analysis difficult. OCTA algorithms can detect the presence of blood flow, but have limited ability to resolve subtle alterations in flow, which may be early markers of disease. Temporal variations in flow caused by the cardiac cycle or retinal functional response are difficult to investigate. We propose to develop a new framework for OCTA which enables motion correction on the capillary level, differentiates blood flow speeds, and allows analysis on multiple time scales (4-D OCTA). The ability to go beyond visualization of microvasculature and assess flow and its temporal variations will enable assessment of subtle impairments of microvascular perfusion as well as cardiac cycle and response to functional stimulation. Combined with vascular structural imaging, these advances promise to provide new markers of disease at earlier stages, enable more accurate measurement of disease progression and response to therapy in pharmaceutical studies, and help elucidate pathogenesis in retinal disease.

光学相干断层扫描（OCT）通过使用扫描的激光束并测量后散射光的幅度和时间延迟来生成微分分辨率，组织的体积3-D图像。 OCT对眼科产生了强大的影响，成为诊断，监测疾病进展和治疗反应的标准成像方式，以及研究糖尿病性视网膜病，与年龄相关的黄斑变性和青光眼等疾病的发病机理。 OCT血管造影（OCTA）的最新发展急剧加速了基础和临床研究。 Octa通过反复成像相同的视网膜位置并检测移动血细胞的对比度来对视网膜微脉管进行深度分辨（3-D）成像。与基于注入造影剂的传统方法相比，八八具有无创的优势，因此可以在每次患者访问中进行成像，从而实现纵向研究。但是，八八人也有几个限制。由于需要重复成像以检测血流，因此采集时间很长，并且可以通过眼动和成像伪影扭曲数据，从而使定量的纵向分析变得困难。 Octa算法可以检测到血流的存在，但解决流量细微变化的能力有限，这可能是疾病的早期标志。由于心脏周期或视网膜功能反应引起的流动时间变化很难研究。 我们建议开发一个八颗框架的新框架，该框架可以在毛细血管水平上进行运动校正，区分血液流量，并允许在多个时间尺度上进行分析（4-D OCTA）。超出微脉管系统和评估流动及其时间变化的能力将能够评估微血管灌注的细微损害以及心脏周期以及对功能刺激的反应。结合血管结构成像，这些进步有望在早期阶段提供新的疾病标志，可以在药物研究中更准确地测量疾病进展和对治疗的反应，并有助于阐明视网膜疾病中的发病机理。