choroid;
choroidal vascularity index (CVI);
myopia;
optical coherence tomography (OCT);
pediatric;
deep learning;
binarization;
EYE GROWTH;
THICKNESS;
SCLERA;
D O I:
10.1167/tvst.13.8.38
中图分类号:
R77 [眼科学];
学科分类号:
100212 ;
摘要:
Purpose: The purpose of this study was to evaluate longitudinal changes in choroidal vascular characteristics in childhood, and their relationship with eye growth and refractive error. Methods: Analysis of high-resolution optical coherence tomography (OCT) scans, collected over an 18-month period as part of the Role of Outdoor Activity in Myopia (ROAM) study, was conducted in 101 children (41 myopic, 60 non-myopic, age 10-15 years). OCT images were automatically analyzed and binarized using a deep learning software tool. The output was then used to compute changes in macular choroidal vascularity index (CVI), choroidal luminal, and stromal thickness over 18-months. Associations of these variables with refractive error and axial length were analyzed. Results: CVI decreased significantly, whereas luminal and stromal thickness increased significantly over 18 months (all P < 0.001). The magnitude of change was approximately double in stromal tissue compared to luminal tissue (luminal beta = 2.6 <mu>m/year; 95% confidence interval [CI] = - 1.0 to 4.1 mu m/year; stromal beta = 5.2 mu m/year; 95% CI = 4.0, 6.5 mu m/year). A significant interaction between baseline axial length and change in CVI over time (P = 0.047) was observed, with a greater CVI reduction in those with shorter axial lengths. Significant associations were observed between the change in CVI, luminal thickness, stromal thickness, and change in axial length over time (all P < 0.05). Conclusions: Faster axial eye growth was associated with smaller reductions in CVI, and less increase in choroidal luminal and stromal thickness. The changes in choroidal vascularity, particularly in the stromal component, may thus be a marker for eye growth. Translational Relevance: This knowledge of the longitudinal changes in choroidal vascularity in childhood and their relationship with eye growth may assist clinicians in the future to better predict eye growth and myopia progression in childhood.
机构:
Wenzhou Med Univ, Sch Ophthalmol & Optometry, Wenzhou, Peoples R China
WMU Essilor Int Res Ctr, WEIRC, Wenzhou, Peoples R ChinaWenzhou Med Univ, Sch Ophthalmol & Optometry, Wenzhou, Peoples R China
Bao, Jinhua
Chen, Ke
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机构:
Wenzhou Med Univ, Sch Ophthalmol & Optometry, Wenzhou, Peoples R China
WMU Essilor Int Res Ctr, WEIRC, Wenzhou, Peoples R ChinaWenzhou Med Univ, Sch Ophthalmol & Optometry, Wenzhou, Peoples R China
Chen, Ke
Drobe, Bjoern
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h-index: 0
机构:
WMU Essilor Int Res Ctr, WEIRC, Wenzhou, Peoples R China
Essilor Inc Corp, R&D Opt Asia, Wenzhou, Peoples R ChinaWenzhou Med Univ, Sch Ophthalmol & Optometry, Wenzhou, Peoples R China
Drobe, Bjoern
Chen, Hao
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h-index: 0
机构:
Wenzhou Med Univ, Sch Ophthalmol & Optometry, Wenzhou, Peoples R China
WMU Essilor Int Res Ctr, WEIRC, Wenzhou, Peoples R ChinaWenzhou Med Univ, Sch Ophthalmol & Optometry, Wenzhou, Peoples R China
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Guangdong Prov Clin Res Ctr Ocular Dis, Guangdong Prov Key Lab Ophthalmol & Visual Sci, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Xuan, Meng
Wang, Decai
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机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Guangdong Prov Clin Res Ctr Ocular Dis, Guangdong Prov Key Lab Ophthalmol & Visual Sci, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Wang, Decai
Xiao, Ou
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机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Guangdong Prov Clin Res Ctr Ocular Dis, Guangdong Prov Key Lab Ophthalmol & Visual Sci, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Xiao, Ou
Guo, Xinxing
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h-index: 0
机构:
Johns Hopkins Univ, Wilmer Eye Inst, Baltimore, MD USASun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Guo, Xinxing
Zhang, Jian
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h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Guangdong Prov Clin Res Ctr Ocular Dis, Guangdong Prov Key Lab Ophthalmol & Visual Sci, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Zhang, Jian
Yin, Qiuxia
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h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Guangdong Prov Clin Res Ctr Ocular Dis, Guangdong Prov Key Lab Ophthalmol & Visual Sci, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Yin, Qiuxia
Wang, Wei
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h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Guangdong Prov Clin Res Ctr Ocular Dis, Guangdong Prov Key Lab Ophthalmol & Visual Sci, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Wang, Wei
He, Mingguang
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h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Hong Kong Polytech Univ, Sch Optometry, Kowloon, Hong Kong, Peoples R China
Hong Kong Polytech Univ, Res Ctr SHARP Vis, Hong Kong, Peoples R China
Ctr Eye & Vis Res, Hong Kong, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
He, Mingguang
Li, Zhixi
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h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
Guangdong Prov Clin Res Ctr Ocular Dis, Guangdong Prov Key Lab Ophthalmol & Visual Sci, Guangzhou, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, 7 Jinsui Rd, Guangzhou, Peoples R China
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R China
Vis Cooperat Res Ctr, Sydney, NSW, AustraliaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R China
Chen, Xiang
Sankaridurg, Padmaja
论文数: 0引用数: 0
h-index: 0
机构:
Eye Res Inst, Sydney, NSW, Australia
Vis Cooperat Res Ctr, Sydney, NSW, AustraliaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R China
Sankaridurg, Padmaja
Donovan, Les
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h-index: 0
机构:
Eye Res Inst, Sydney, NSW, AustraliaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R China
Donovan, Les
Lin, Zhi
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R China
Lin, Zhi
Li, Li
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h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R China
Li, Li
Martinez, Aldo
论文数: 0引用数: 0
h-index: 0
机构:
Eye Res Inst, Sydney, NSW, Australia
Vis Cooperat Res Ctr, Sydney, NSW, AustraliaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R China
Martinez, Aldo
Holden, Brien
论文数: 0引用数: 0
h-index: 0
机构:
Eye Res Inst, Sydney, NSW, Australia
Vis Cooperat Res Ctr, Sydney, NSW, AustraliaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R China
Holden, Brien
Ge, Jian
论文数: 0引用数: 0
h-index: 0
机构:
Sun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R ChinaSun Yat Sen Univ, Zhongshan Ophthalm Ctr, State Key Lab Ophthalmol, Guangzhou 510060, Guangdong, Peoples R China