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Three-year changes in sex judgment using color fundus parameters in elementary school students
PURPOSE: In a previous cross-sectional study, we reported that the sexes can be distinguished using known factors obtained from color fundus photography (CFP). However, it is not clear how sex differences in fundus parameters appear across the human lifespan. Therefore, we conducted a cohort study t...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10688721/ https://www.ncbi.nlm.nih.gov/pubmed/38033010 http://dx.doi.org/10.1371/journal.pone.0295123 |
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author | Yamashita, Takehiro Asaoka, Ryo Terasaki, Hiroto Yoshihara, Naoya Kakiuchi, Naoko Sakamoto, Taiji |
author_facet | Yamashita, Takehiro Asaoka, Ryo Terasaki, Hiroto Yoshihara, Naoya Kakiuchi, Naoko Sakamoto, Taiji |
author_sort | Yamashita, Takehiro |
collection | PubMed |
description | PURPOSE: In a previous cross-sectional study, we reported that the sexes can be distinguished using known factors obtained from color fundus photography (CFP). However, it is not clear how sex differences in fundus parameters appear across the human lifespan. Therefore, we conducted a cohort study to investigate sex determination based on fundus parameters in elementary school students. METHODS: This prospective observational longitudinal study investigated 109 right eyes of elementary school students over 4 years (age, 8.5 to 11.5 years). From each CFP, the tessellation fundus index was calculated as red/red + green + blue (R/[R+G+B]) using the mean value of red-green-blue intensity in eight locations around the optic disc and macular region. Optic disc area, ovality ratio, papillomacular angle, and retinal vessel angles and distances were quantified according to the data in our previous report. Using 54 fundus parameters, sex was predicted by L2 regularized binomial logistic regression for each grade. RESULTS: The right eyes of 53 boys and 56 girls were analyzed. The discrimination accuracy rate significantly increased with age: 56.3% at 8.5 years, 46.1% at 9.5 years, 65.5% at 10.5 years and 73.1% at 11.5 years. CONCLUSIONS: The accuracy of sex discrimination by fundus photography improved during a 3-year cohort study of elementary school students. |
format | Online Article Text |
id | pubmed-10688721 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-106887212023-12-01 Three-year changes in sex judgment using color fundus parameters in elementary school students Yamashita, Takehiro Asaoka, Ryo Terasaki, Hiroto Yoshihara, Naoya Kakiuchi, Naoko Sakamoto, Taiji PLoS One Research Article PURPOSE: In a previous cross-sectional study, we reported that the sexes can be distinguished using known factors obtained from color fundus photography (CFP). However, it is not clear how sex differences in fundus parameters appear across the human lifespan. Therefore, we conducted a cohort study to investigate sex determination based on fundus parameters in elementary school students. METHODS: This prospective observational longitudinal study investigated 109 right eyes of elementary school students over 4 years (age, 8.5 to 11.5 years). From each CFP, the tessellation fundus index was calculated as red/red + green + blue (R/[R+G+B]) using the mean value of red-green-blue intensity in eight locations around the optic disc and macular region. Optic disc area, ovality ratio, papillomacular angle, and retinal vessel angles and distances were quantified according to the data in our previous report. Using 54 fundus parameters, sex was predicted by L2 regularized binomial logistic regression for each grade. RESULTS: The right eyes of 53 boys and 56 girls were analyzed. The discrimination accuracy rate significantly increased with age: 56.3% at 8.5 years, 46.1% at 9.5 years, 65.5% at 10.5 years and 73.1% at 11.5 years. CONCLUSIONS: The accuracy of sex discrimination by fundus photography improved during a 3-year cohort study of elementary school students. Public Library of Science 2023-11-30 /pmc/articles/PMC10688721/ /pubmed/38033010 http://dx.doi.org/10.1371/journal.pone.0295123 Text en © 2023 Yamashita et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Yamashita, Takehiro Asaoka, Ryo Terasaki, Hiroto Yoshihara, Naoya Kakiuchi, Naoko Sakamoto, Taiji Three-year changes in sex judgment using color fundus parameters in elementary school students |
title | Three-year changes in sex judgment using color fundus parameters in elementary school students |
title_full | Three-year changes in sex judgment using color fundus parameters in elementary school students |
title_fullStr | Three-year changes in sex judgment using color fundus parameters in elementary school students |
title_full_unstemmed | Three-year changes in sex judgment using color fundus parameters in elementary school students |
title_short | Three-year changes in sex judgment using color fundus parameters in elementary school students |
title_sort | three-year changes in sex judgment using color fundus parameters in elementary school students |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10688721/ https://www.ncbi.nlm.nih.gov/pubmed/38033010 http://dx.doi.org/10.1371/journal.pone.0295123 |
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