Quantitative measurement of Iris melanin concentration by polarization-sensitive anterior segment optical coherence tomography

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* (<i>r</i> = 0.72), a* (<i>r</i> = -0.56), and b* (<i>r</i> = -0.68), all <i>P</i> < 0.001. Stromal MCR significantly differed among color grades (<i>P</i> < 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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Publication Details

Journal
European Journal of Ophthalmology
Published
2025-12-23
DOI
https://doi.org/10.1177/11206721251407025
Primary Topic
Optical Coherence Tomography Applications
Type
article
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article

Quantitative measurement of Iris melanin concentration by polarization-sensitive anterior segment optical coherence tomography

Masahiro Yamanari, Bing Yang, Zunjie Xiao, Jiang Liu et al.
European Journal of Ophthalmology
Optical Coherence Tomography Applications
article

Quantitative measurement of Iris melanin concentration by polarization-sensitive anterior segment optical coherence tomography

Masahiro Yamanari, Bing Yang, Zunjie Xiao, Jiang Liu, Risa Higashita, Lingxi Hu, Xiaoling Li
article en

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* (<i>r</i> = 0.72), a* (<i>r</i> = -0.56), and b* (<i>r</i> = -0.68), all <i>P</i> < 0.001. Stromal MCR significantly differed among color grades (<i>P</i> < 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.

European Journal of Ophthalmology
Wenzhou Medical University (CN), Southern University of Science and Technology (CN), Affiliated Eye Hospital of Wenzhou Medical College (CN), Tomey (Japan) (JP), Changchun University (CN)
Openalex Percentile: Top 43%
Optical Coherence Tomography Applications
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Quantitative measurement of Iris melanin concentration by polarization-sensitive anterior segment optical coherence tomography — Masahiro Yamanari, Bing Yang, et al. · European Journal of Ophthalmology (2025) | TGRS Research Map | TGRS