IEEE Trans Biomed Eng. 2020 Oct;67(10):2870-2880. doi: 10.1109/TBME.2020.2972514. Epub 2020 Feb 10.
The choroidal vessels, which supply oxygen and nutrient to the retina, may play a pivotal role in eye disease pathogenesis such as diabetic retinopathy and glaucoma. In addition, the retrobulbar circulation that feeds the choroid shows an important pathophysiologic role in myopia and degenerative myopia. Owing to the light-absorbing retinal pigment epithelium (RPE) and optically opaque sclera, choroidal and retrobulbar vasculature were difficult to be observed using clinically accepted optical coherence tomography angiography (OCT-A) technique. Here, we have developed super-resolution ultrasound microvessel imaging technique to visualize the deep ocular vasculature.
An 18-MHz linear array transducer with compounding plane wave imaging technique and contrast agent - microbubble was implemented in this study. The centroid intensity of each microbubble was detected using image deconvolution algorithm with spatially variant point spread function, and then accumulated in successive frames in order to reconstruct microvasculature. The image deconvolution technique was first evaluated in a simulation study and experimental flow phantoms. The performance was then validated on normal rabbit eyes in vivo.
The image deconvolution based super-resolution ultrasound microvessel imaging technique shows good performance on either simulation study or flow phantoms. In vivo rabbit eye study indicated that the micron-level choroidal and retrobulbar vessels around the optic nerve head were successfully reconstructed in multiple 2D views and 3D volume imaging.
Our results demonstrate the capability of using super-resolution ultrasound microvessel imaging technique to image the microvasculature of the posterior pole of the eye. This efficient approach can potentially lead to a routinely performed diagnostic procedure in the field of ophthalmology.
供应视网膜氧气和营养的脉络膜血管,可能在糖尿病视网膜病变和青光眼等眼病发病机制中发挥关键作用。此外,为脉络膜提供营养的球后循环在近视和退行性近视中具有重要的病理生理作用。由于视网膜色素上皮(RPE)和光学不透明的巩膜吸收光线,脉络膜和球后血管很难使用临床认可的光相干断层扫描血管造影(OCT-A)技术观察。在这里,我们开发了超分辨率超声微血管成像技术来可视化深层眼部血管。
本研究采用具有复合平面波成像技术和造影剂-微泡的 18MHz 线性阵列换能器。使用具有空间变化点扩散函数的图像反卷积算法检测每个微泡的质心强度,然后在连续帧中累积,以重建微血管。该图像反卷积技术首先在模拟研究和实验流幻影中进行了评估。然后在正常兔眼体内进行了性能验证。
基于图像反卷积的超分辨率超声微血管成像技术在模拟研究或流幻影中均表现出良好的性能。体内兔眼研究表明,成功重建了视神经头周围微米级脉络膜和球后血管的多个 2D 视图和 3D 体积成像。
我们的结果表明,使用超分辨率超声微血管成像技术成像眼部后极微血管的能力。这种高效的方法有可能成为眼科领域常规的诊断程序。