Laboratory for Optics and Biosciences (LOB)- École Polytechnique, CNRS, INSERM, IPP, Palaiseau, France.
Vision Institute-CNRS, INSERM, Sorbonne University, Paris, France.
PLoS One. 2023 Oct 5;18(10):e0291613. doi: 10.1371/journal.pone.0291613. eCollection 2023.
Corneal transparency is essential to provide a clear view into and out of the eye, yet clinical means to assess such transparency are extremely limited and usually involve a subjective grading of visible opacities by means of slit-lamp biomicroscopy. Here, we describe an automated algorithm allowing extraction of quantitative corneal transparency parameters with standard clinical spectral-domain optical coherence tomography (SD-OCT). Our algorithm employs a novel pre-processing procedure to standardize SD-OCT image analysis and to numerically correct common instrumental artifacts before extracting mean intensity stromal-depth (z) profiles over a 6-mm-wide corneal area. The z-profiles are analyzed using our previously developed objective method that derives quantitative transparency parameters directly related to the physics of light propagation in tissues. Tissular heterogeneity is quantified by the Birge ratio Br and the photon mean-free path (ls) is determined for homogeneous tissues (i.e., Br~1). SD-OCT images of 83 normal corneas (ages 22-50 years) from a standard SD-OCT device (RTVue-XR Avanti, Optovue Inc.) were processed to establish a normative dataset of transparency values. After confirming stromal homogeneity (Br <10), we measured a median ls of 570 μm (interdecile range: 270-2400 μm). By also considering corneal thicknesses, this may be translated into a median fraction of transmitted (coherent) light Tcoh(stroma) of 51% (interdecile range: 22-83%). Excluding images with central saturation artifact raised our median Tcoh(stroma) to 73% (interdecile range: 34-84%). These transparency values are slightly lower than those previously reported, which we attribute to the detection configuration of SD-OCT with a relatively small and selective acceptance angle. No statistically significant correlation between transparency and age or thickness was found. In conclusion, our algorithm provides robust and quantitative measurements of corneal transparency from standard SD-OCT images with sufficient quality (such as 'Line' and 'CrossLine' B-scan modes without central saturation artifact) and addresses the demand for such an objective means in the clinical setting.
角膜透明性对于清晰观察眼睛内外至关重要,但目前临床评估角膜透明性的方法非常有限,通常涉及通过裂隙灯生物显微镜对可见混浊进行主观分级。在这里,我们描述了一种自动算法,该算法允许使用标准的临床频域光学相干断层扫描(SD-OCT)提取定量角膜透明度参数。我们的算法采用了一种新颖的预处理程序,以标准化 SD-OCT 图像分析,并在提取 6mm 宽角膜区域的平均基质深度(z)强度轮廓之前,对常见的仪器伪影进行数值校正。使用我们之前开发的客观方法分析 z 轮廓,该方法直接从组织中光传播的物理原理得出与定量透明度相关的参数。组织异质性由 Birge 比 Br 量化,并且对于均匀组织(即 Br~1)确定光子平均自由程(ls)。使用标准 SD-OCT 设备(RTVue-XR Avanti,Optovue Inc.)对 83 例正常角膜(年龄 22-50 岁)的 SD-OCT 图像进行处理,以建立透明度值的规范数据集。在确认基质均匀性(Br<10)后,我们测量到 570μm 的中位 ls(270-2400μm 的 10 分位范围)。同时考虑角膜厚度,这可以转化为 51%的基质中透射(相干)光 Tcoh(stroma)的中位数(22-83%的 10 分位范围)。排除中央饱和伪影图像将我们的中位 Tcoh(stroma)提高到 73%(34-84%的 10 分位范围)。这些透明度值略低于以前的报告值,我们认为这是由于具有相对较小且选择性接收角度的 SD-OCT 的检测配置所致。未发现透明度与年龄或厚度之间存在统计学上的显著相关性。总之,我们的算法从具有足够质量的标准 SD-OCT 图像中提供了角膜透明度的稳健且定量的测量(例如,没有中央饱和伪影的“Line”和“CrossLine”B 扫描模式),并满足了临床环境中对这种客观方法的需求。