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Published on: January 29, 2020
Quantitative measurement of Iris melanin concentration by polarization-sensitive anterior segment optical coherence
Xiaoling Li1,2, Lingxi Hu1, Bing Yang1
1Research Institute of Trustworthy Autonomous Systems and Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China.
Abstract:
PurposeThis study aimed to evaluate iris melanin concentration using polarization-sensitive anterior segment optical coherence tomography (PS-AS-OCT) and to explore its correlation with iris color in individuals with brown irides.MethodsIris cross-sectional images were acquired using PS-AS-OCT. Substructural layers were automatically segmented using a deep learning model. The melanin concentration ratio (MCR) was derived from entropy-based PSAS-OCT images to quantify melanin within the iris layers. Iris surface color was analyzed using CIE L*a*b* values from high-resolution photographs. Correlation analyses were performed between MCR and L*a*b* values. Additionally, a three-grade iris color classification was used, and K-nearest neighbors (KNN) modeling assessed the predictive value of MCR.ResultsEighty-eight participants (mean age: 39 years) were included. MCR of the iris stroma showed a strong negative correlation with iris color: L* (r = 0.72), a* (r = -0.56), and b* (r = -0.68), all P < 0.001. Stromal MCR significantly differed among color grades (P < 0.001), and the KNN model achieved 85% classification accuracy.ConclusionsPS-AS-OCT-derived stromal MCR is strongly associated with iris color and offers a noninvasive approach for evaluating iris melanin. This technique may provide new insights into ocular pigmentation.
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