{"title":"Combined exposure to three heavy metals and the risk of age-related macular degeneration in the Korean population.","authors":"Soonsu Shin, Jae-Hong Ryoo","doi":"10.1038/s41598-025-12671-7","DOIUrl":null,"url":null,"abstract":"<p><p>Toxicological and histological evidence suggests that heavy metals accumulate in the retina, implicating their potential role in the development of age-related macular degeneration (AMD). However, most prior epidemiologic studies have focused on individual metal exposures, overlooking possible joint effects. This study assessed the association between co-exposure to lead (Pb), mercury (Hg), and cadmium (Cd) and AMD risk among Korean adults using 2008-2012 Korea National Health and Nutrition Examination Survey data. A total of 4818 participants aged 40 years or older were included. Logistic regression models evaluated single-metal associations, while quantile g-computation and Bayesian kernel machine regression (BKMR) assessed mixture effects. Participants in the third quartile of Pb had significantly higher odds of AMD (adjusted OR: 1.76, 95% CI: 1.07-2.88) than those in the lowest quartile. Quantile g-computation showed that a one-quartile increase in the metal mixture was associated with elevated AMD risk (adjusted OR: 1.20, 95% CI: 1.02-1.41). BKMR confirmed that the heavy metal mixture increased the risk of AMD, with Pb being the primary contributor in smokers and Cd in non-smokers. Our findings indicate that co-exposure to heavy metals elevates AMD risk and that the predominant contributing metal may differ depending on smoking status.</p>","PeriodicalId":21811,"journal":{"name":"Scientific Reports","volume":"15 1","pages":"27016"},"PeriodicalIF":3.8000,"publicationDate":"2025-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Scientific Reports","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.1038/s41598-025-12671-7","RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0
Abstract
Toxicological and histological evidence suggests that heavy metals accumulate in the retina, implicating their potential role in the development of age-related macular degeneration (AMD). However, most prior epidemiologic studies have focused on individual metal exposures, overlooking possible joint effects. This study assessed the association between co-exposure to lead (Pb), mercury (Hg), and cadmium (Cd) and AMD risk among Korean adults using 2008-2012 Korea National Health and Nutrition Examination Survey data. A total of 4818 participants aged 40 years or older were included. Logistic regression models evaluated single-metal associations, while quantile g-computation and Bayesian kernel machine regression (BKMR) assessed mixture effects. Participants in the third quartile of Pb had significantly higher odds of AMD (adjusted OR: 1.76, 95% CI: 1.07-2.88) than those in the lowest quartile. Quantile g-computation showed that a one-quartile increase in the metal mixture was associated with elevated AMD risk (adjusted OR: 1.20, 95% CI: 1.02-1.41). BKMR confirmed that the heavy metal mixture increased the risk of AMD, with Pb being the primary contributor in smokers and Cd in non-smokers. Our findings indicate that co-exposure to heavy metals elevates AMD risk and that the predominant contributing metal may differ depending on smoking status.
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