Assaf Jad F, Hong Jiachi, Li Yan, Huang David
Casey Eye Institute, Oregon Health & Science University, Portland, OR, USA.
Transl Vis Sci Technol. 2025 Apr 1;14(4):7. doi: 10.1167/tvst.14.4.7.
To characterize the directional reflectance properties of the cornea using optical coherence tomography (OCT) imaging and develop a mathematical model describing corneal reflectance as a function of depth and incidence angle across different corneal layers.
A retrospective analysis was conducted on OCT scans from normal subjects using the Visionix Avanti OCT system (840 nm). Reflectance values for the epithelium, Bowman's layer, stroma, and endothelium/Descemet's membrane were extracted and analyzed as functions of incidence angle and corneal depth. Reflectance distributions were assessed for normality. Exponential functions were fitted to the mean and 97th percentile reflectance data to model directional reflectance for each corneal layer.
Reflectance values exhibited non-normal leptokurtic distributions with right-tailed skewness, requiring non-parametric methods for percentile calculations. The exponential model incorporating angular dependence achieved R² values of 0.987 and 0.963 for mean and 97th percentile reflectance, respectively. The mean reflectance of the epithelium was modeled by a single exponential function, with half-reflectance angles of 15.9° to 26.6°. The stromal layers required two exponential components, with the anterior stroma exhibiting the highest reflectance and most pronounced directionality (half-reflectance angle of 0.17°). The 97th percentile reflectance differed, with higher reflectance values in the middle and posterior stroma. No statistically significant age or gender related variability in reflectance was measured.
This study provides a detailed mathematical model of corneal directional reflectance, highlighting the importance of incidence angle and layer depth in OCT image analysis.
The developed cornea reflectance model may improve OCT-based diagnostics by identifying early microstructural changes, aiding in the diagnosis and management of corneal diseases.
利用光学相干断层扫描(OCT)成像来表征角膜的方向反射特性,并建立一个数学模型,将角膜反射率描述为不同角膜层深度和入射角的函数。
使用Visionix Avanti OCT系统(840 nm)对正常受试者的OCT扫描进行回顾性分析。提取上皮层、Bowman层、基质层和内皮/Descemet膜的反射率值,并将其作为入射角和角膜深度的函数进行分析。评估反射率分布的正态性。将指数函数拟合到平均反射率和第97百分位数反射率数据,以模拟每个角膜层的方向反射率。
反射率值呈现出具有右尾偏度的非正态瘦峰分布,需要使用非参数方法进行百分位数计算。包含角度依赖性的指数模型在平均反射率和第97百分位数反射率方面的R²值分别为0.987和0.963。上皮层的平均反射率由单一指数函数建模,半反射角为15.9°至26.6°。基质层需要两个指数成分,前基质层表现出最高的反射率和最明显的方向性(半反射角为0.17°)。第97百分位数反射率有所不同,中后基质层的反射率值更高。未测量到与年龄或性别相关的反射率有统计学意义的变异性。
本研究提供了角膜方向反射率的详细数学模型,突出了入射角和层深度在OCT图像分析中的重要性。
所开发的角膜反射率模型可通过识别早期微观结构变化来改善基于OCT的诊断,有助于角膜疾病的诊断和管理。