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Association of meteorological factors with the frequency of primary rhegmatogenous retinal detachment in Japan
This 5-year ecological study assessed the association between meteorological factors and rhegmatogenous retinal detachment (RRD) frequency in 571 eyes of 543 cases of primary RRD at the Jikei University Kashiwa Hospital, Japan. We examined the monthly and seasonal distributions of RRD frequency usin...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8100297/ https://www.ncbi.nlm.nih.gov/pubmed/33953247 http://dx.doi.org/10.1038/s41598-021-88979-x |
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author | Iida, Masanobu Horiguchi, Hiroshi Katagiri, Satoshi Shirakashi, Yuka Yamada, Yuki Gunji, Hisato Nakano, Tadashi |
author_facet | Iida, Masanobu Horiguchi, Hiroshi Katagiri, Satoshi Shirakashi, Yuka Yamada, Yuki Gunji, Hisato Nakano, Tadashi |
author_sort | Iida, Masanobu |
collection | PubMed |
description | This 5-year ecological study assessed the association between meteorological factors and rhegmatogenous retinal detachment (RRD) frequency in 571 eyes of 543 cases of primary RRD at the Jikei University Kashiwa Hospital, Japan. We examined the monthly and seasonal distributions of RRD frequency using one-way analysis of variance. We then evaluated the relationship between monthly RRD frequency and 36 meteorological parameters using Poisson regression analysis. Furthermore, we developed multivariate regression models to predict the frequency of RRD based on specific meteorological parameters. There were no significant differences in the monthly and seasonal distributions (monthly, P = 0.99; seasonal, P = 0.77). The following eight parameters were associated with a lower RRD frequency: average sea level barometric pressure and average daily variation of average temperature, maximum temperature, maximum wind speed, maximum instantaneous wind speed, humidity, average sea level barometric pressure, and minimum sea level barometric pressure (P < 0.05). The best model to predict RRD frequency showed sufficient validity (Akaike’s information criterion with correction for small sample size = 332.0) and predictive power (proportion of variance explained by cross-validation method = 84.82%, 95% CI 72.18–93.72). In conclusion, low atmospheric pressure and high meteorological stability are significantly associated with a higher frequency of RRD. In addition, the Poisson regression analysis showed sufficient validity and predictability for predicting RRD frequency. |
format | Online Article Text |
id | pubmed-8100297 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81002972021-05-07 Association of meteorological factors with the frequency of primary rhegmatogenous retinal detachment in Japan Iida, Masanobu Horiguchi, Hiroshi Katagiri, Satoshi Shirakashi, Yuka Yamada, Yuki Gunji, Hisato Nakano, Tadashi Sci Rep Article This 5-year ecological study assessed the association between meteorological factors and rhegmatogenous retinal detachment (RRD) frequency in 571 eyes of 543 cases of primary RRD at the Jikei University Kashiwa Hospital, Japan. We examined the monthly and seasonal distributions of RRD frequency using one-way analysis of variance. We then evaluated the relationship between monthly RRD frequency and 36 meteorological parameters using Poisson regression analysis. Furthermore, we developed multivariate regression models to predict the frequency of RRD based on specific meteorological parameters. There were no significant differences in the monthly and seasonal distributions (monthly, P = 0.99; seasonal, P = 0.77). The following eight parameters were associated with a lower RRD frequency: average sea level barometric pressure and average daily variation of average temperature, maximum temperature, maximum wind speed, maximum instantaneous wind speed, humidity, average sea level barometric pressure, and minimum sea level barometric pressure (P < 0.05). The best model to predict RRD frequency showed sufficient validity (Akaike’s information criterion with correction for small sample size = 332.0) and predictive power (proportion of variance explained by cross-validation method = 84.82%, 95% CI 72.18–93.72). In conclusion, low atmospheric pressure and high meteorological stability are significantly associated with a higher frequency of RRD. In addition, the Poisson regression analysis showed sufficient validity and predictability for predicting RRD frequency. Nature Publishing Group UK 2021-05-05 /pmc/articles/PMC8100297/ /pubmed/33953247 http://dx.doi.org/10.1038/s41598-021-88979-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Iida, Masanobu Horiguchi, Hiroshi Katagiri, Satoshi Shirakashi, Yuka Yamada, Yuki Gunji, Hisato Nakano, Tadashi Association of meteorological factors with the frequency of primary rhegmatogenous retinal detachment in Japan |
title | Association of meteorological factors with the frequency of primary rhegmatogenous retinal detachment in Japan |
title_full | Association of meteorological factors with the frequency of primary rhegmatogenous retinal detachment in Japan |
title_fullStr | Association of meteorological factors with the frequency of primary rhegmatogenous retinal detachment in Japan |
title_full_unstemmed | Association of meteorological factors with the frequency of primary rhegmatogenous retinal detachment in Japan |
title_short | Association of meteorological factors with the frequency of primary rhegmatogenous retinal detachment in Japan |
title_sort | association of meteorological factors with the frequency of primary rhegmatogenous retinal detachment in japan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8100297/ https://www.ncbi.nlm.nih.gov/pubmed/33953247 http://dx.doi.org/10.1038/s41598-021-88979-x |
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