Abstract
BackgroundConjunctival ultraviolet autofluorescence (CUVAF) is a method of detecting conjunctival damage related to ultraviolet radiation exposure. In cross-sectional studies, CUVAF area is positively associated with self-reported time spent outdoors and pterygium and negatively associated with myopia; however, longitudinal studies are scarce.AimsTo use a novel deep learning-based tool to assess 8-year change in CUVAF area in young adults, investigate factors associated with this change and identify the number of new onset pterygia.MethodsA deep learning-based CUVAF tool was developed to measure CUVAF area. CUVAF area and pterygium status were assessed at three study visits: baseline (participants were approximately 20 years old) and at 7-year and 8-year follow-ups. Participants self-reported sun protection behaviours and ocular history.ResultsCUVAF data were available for 1497 participants from at least one study visit; 633 (43%) participants had complete CUVAF data. Mean CUVAF areas at baseline and the 7-year and 8-year follow-ups were 48.4, 39.3 and 37.7 mm2, respectively. There was a decrease in mean CUVAF area over time (change in total CUVAF area=−0.96 mm2 per year (95% CI: −1.07 to –0.86)). For participants who wore sunglasses ≥1/2 of the time, CUVAF area decreased by an additional −0.42 mm2 per year (95% CI: −0.72 to –0.12) on average. Fourteen (1.5%) participants developed a pterygium.ConclusionsIn this young adult cohort, CUVAF area declined over an 8-year period. Wearing sunglasses was associated with a faster reduction in CUVAF area. Deep learning-based models can assist in accurate and efficient measurement of CUVAF area.
Funder
Murdoch University
Alcon Research Institute
Ophthalmic Research Institute of Australia
University of Notre Dame Australia
Edith Cowan University
National Health and Medical Research Council
Lions Eye Institute
Raine Medical Research Foundation
Channel 7 Telethon Trust
NHMRC Practitioner Fellow
University of Western Australia
Curtin University
Women and Infants Research Foundation
Australian Foundation for the Prevention of Blindness,
Telethon kids institute
Subject
Cellular and Molecular Neuroscience,Sensory Systems,Ophthalmology
Cited by
7 articles.
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