Associations of pre- and postnatal levels of three heavy metals with visual impairment in 3-year-old children
Collaborators
-
Core Center:
Suejin Kim 4 , Choonghee Park 4 , Sanghwan Song 4 , Jueun Lee 4 , Huibyeol Park 4 , JungHeum Jo 4 , A-Ra Jung 4 , Seung Do Yu 4 , Hyun Jeong Kim 4 , Soon-Won Jung 4 , Sooyeon Hong 4 , Heung Won Seo 5 , Namkyoung Hwang 5 , Tack Shin Kang 5 , Dong Jin Jeong 5 , Seungjune Lee 5
-
Supportive Center:
Eunhee Ha 6 , Yi-Jun Kim 6 , Surabhi Shah 6 , Jongmin Oh 6 , Hwan-Cheol Kim 7 , Kyoung Sook Jeong 8 , Byungmi Kim 9 , Seulbi Lee 10 , Hyesook Kim 11
- Chonnam National University:
-
Dankook University:
Mina Ha 15 , Ki-Chung Paik 16 , Ho-Jang Kwon 17 , Myung-Ho Lim 18 , Seung Jin Yoo 19 , Sanghyuk Bae 20
- Daegu Catholic University Hospital:
- Dong-A University:
- Ewha Womans University:
- Inha University Hospital:
- Jeju National University:
- Kangwon National University:
-
Korea University Anam Hospital:
Young Yoo 31 , Dae Jin Song 31 , Jue Seong Lee 31 , Wonsuck Yoon 32 , Seung-Ah Choe 33 , Seunghyun Kim 32 , Ji Tae Choung 31
- Samsung Medical Center:
- Seoul National University:
- Soonchunhyang University Gumi Hospital:
- Taean Environmental Health Center:
- University of Ulsan:
Affiliations
- 1 Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
- 2 Environmental Health Research Division, National Institute of Environmental Research, Incheon, Republic of Korea.
- 3 Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea; Environmental Health Center, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea. Electronic address: sanghyukb@catholic.ac.kr.
- 4 Environmental Health Research Division Department of Environmental Health Research, National Institute of Environmental Research, Ministry of Environment, Incheon, Republic of Korea.
- 5 Environmental Health Policy Division, Office of Environmental Health, Ministry of Environment, Sejong, Republic of Korea.
- 6 Department of Environmental Medicine, Ewha Womans University School of Medicine, Seoul, Republic of Korea.
- 7 Department of Occupational and Environmental Medicine, Inha University School of Medicine, Incheon, Republic of Korea.
- 8 Department of Occupational and Environmental Medicine, Wonju Severance Christian Hospital, Wonju College of Medicine, Yonsei University, Wonju, Republic of Korea.
- 9 Division of Cancer Prevention, National Cancer Control Institute, National Cancer Center, Goyang, Korea.
- 10 Department of Big Data Strategy, National Health Insurance Service, Wonju, Republic of Korea.
- 11 Department of Food and Nutrition, Wonkwang University, Iksan, Republic of Korea 39319.
- 12 Environmental Health Center for Childhood Leukemia and Cancer, and Department of Pediatrics, Chonnam National University Hwasun Hospital, Hwasun, Republic of Korea.
- 13 Environmental Health Center for Childhood Leukemia and Cancer, and Department of Occupational and Environmental Medicine, Chonnam National University Hwasun Hospital, Hwasun, Republic of Korea.
- 14 Environmental Health Center for Childhood Leukemia and Cancer, and Department of Laboratory Medicine, Chonnam National University Hwasun Hospital, Hwasun, Republic of Korea.
- 15 Department of Preventive Medicine, Dankook University College of Medicine, Cheonan, Republic of Korea.
- 16 Department of Psychiatry, Dankook University College of Medicine, Cheonan, Republic of Korea; Environmental Health Center, Dankook University Medical Center, Cheonan, Republic of Korea.
- 17 Department of Preventive Medicine, Dankook University College of Medicine, Cheonan, Republic of Korea; Environmental Health Center, Dankook University Medical Center, Cheonan, Republic of Korea.
- 18 Department of Psychology, College of Public Services, Dankook University, Cheonan, Republic of Korea; Environmental Health Center, Dankook University Medical Center, Cheonan, Republic of Korea.
- 19 Environmental Health Center, Dankook University Medical Center, Cheonan, Republic of Korea.
- 20 Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Republic of Korea.
- 21 Department of Pediatrics, Daegu Catholic University School of Medicine, Daegu, Republic of Korea.
- 22 Department of Preventive medicine, Daegu Catholic University School of Medicine, Daegu, Republic of Korea.
- 23 Department of Preventive Medicine and Busan Environmental Health Center, Dong-A University College of Medicine, Busan, Republic of Korea.
- 24 Department of Preventive Medicine, Hanyang University College of Medicine, Seoul, Republic of Korea.
- 25 Department of Obstetrics and Gynecology, Ewha Womans University College of Medicine, Ewha Womans University Seoul Hospital, Seoul, Republic of Korea.
- 26 Department of Pediatrics, Inha University School of Medicine, Incheon, Republic of Korea.
- 27 Environmental Health Center, Jeju National University College of Medicine, Jeju, Republic of Korea; Department of Preventive Medicine, Jeju National University College of Medicine, Jeju, Republic of Korea.
- 28 Environmental Health Center, Jeju National University College of Medicine, Jeju, Republic of Korea; Department of Microbiology and Immunology, Jeju National University College of Medicine, Jeju, Republic of Korea.
- 29 Department of Internal Medicine and Environmental Health Center, Kangwon National University, Chuncheon, Republic of Korea.
- 30 Department of Obstetrics and Gynecology, Kangwon National University Hospital, Kangwon National University School of Medicine, Chuncheon, Republic of Korea.
- 31 Department of Pediatrics, Korea University Medical College; Allergy Immunology Center, Korea University.
- 32 Allergy Immunology Center, Korea University.
- 33 Allergy Immunology Center, Korea University; Department of Preventive Medicine, Korea University Medical College.
- 34 Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
- 35 Institute of Environmental Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea; Seoul metropolitan government Environmental Health Center, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.
- 36 Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.
- 37 Department of Occupational and Environmental Medicine, Soonchunhyang University Gumi Hospital, Gumi, Republic of Korea.
- 38 Taean Environmental Health Center, Taean, Republic of Korea.
- 39 Taean Environmental Health Center, Taean, Republic of Korea; Department of Preventive Medicine, Dankook University College of Medicine, Cheonan, Republic of Korea.
- 40 Department of Occupational and Environmental Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Republic of Korea.
- 41 Environmental Health Center, University of Ulsan College of Medicine, Ulsan, Republic of Korea.
- PMID: 41101675
- DOI: 10.1016/j.envres.2025.123003
Associations of pre- and postnatal levels of three heavy metals with visual impairment in 3-year-old children
Authors
Collaborators
-
Core Center:
Suejin Kim 4 , Choonghee Park 4 , Sanghwan Song 4 , Jueun Lee 4 , Huibyeol Park 4 , JungHeum Jo 4 , A-Ra Jung 4 , Seung Do Yu 4 , Hyun Jeong Kim 4 , Soon-Won Jung 4 , Sooyeon Hong 4 , Heung Won Seo 5 , Namkyoung Hwang 5 , Tack Shin Kang 5 , Dong Jin Jeong 5 , Seungjune Lee 5
-
Supportive Center:
Eunhee Ha 6 , Yi-Jun Kim 6 , Surabhi Shah 6 , Jongmin Oh 6 , Hwan-Cheol Kim 7 , Kyoung Sook Jeong 8 , Byungmi Kim 9 , Seulbi Lee 10 , Hyesook Kim 11
- Chonnam National University:
-
Dankook University:
Mina Ha 15 , Ki-Chung Paik 16 , Ho-Jang Kwon 17 , Myung-Ho Lim 18 , Seung Jin Yoo 19 , Sanghyuk Bae 20
- Daegu Catholic University Hospital:
- Dong-A University:
- Ewha Womans University:
- Inha University Hospital:
- Jeju National University:
- Kangwon National University:
-
Korea University Anam Hospital:
Young Yoo 31 , Dae Jin Song 31 , Jue Seong Lee 31 , Wonsuck Yoon 32 , Seung-Ah Choe 33 , Seunghyun Kim 32 , Ji Tae Choung 31
- Samsung Medical Center:
- Seoul National University:
- Soonchunhyang University Gumi Hospital:
- Taean Environmental Health Center:
- University of Ulsan:
Affiliations
- 1 Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
- 2 Environmental Health Research Division, National Institute of Environmental Research, Incheon, Republic of Korea.
- 3 Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea; Environmental Health Center, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea. Electronic address: sanghyukb@catholic.ac.kr.
- 4 Environmental Health Research Division Department of Environmental Health Research, National Institute of Environmental Research, Ministry of Environment, Incheon, Republic of Korea.
- 5 Environmental Health Policy Division, Office of Environmental Health, Ministry of Environment, Sejong, Republic of Korea.
- 6 Department of Environmental Medicine, Ewha Womans University School of Medicine, Seoul, Republic of Korea.
- 7 Department of Occupational and Environmental Medicine, Inha University School of Medicine, Incheon, Republic of Korea.
- 8 Department of Occupational and Environmental Medicine, Wonju Severance Christian Hospital, Wonju College of Medicine, Yonsei University, Wonju, Republic of Korea.
- 9 Division of Cancer Prevention, National Cancer Control Institute, National Cancer Center, Goyang, Korea.
- 10 Department of Big Data Strategy, National Health Insurance Service, Wonju, Republic of Korea.
- 11 Department of Food and Nutrition, Wonkwang University, Iksan, Republic of Korea 39319.
- 12 Environmental Health Center for Childhood Leukemia and Cancer, and Department of Pediatrics, Chonnam National University Hwasun Hospital, Hwasun, Republic of Korea.
- 13 Environmental Health Center for Childhood Leukemia and Cancer, and Department of Occupational and Environmental Medicine, Chonnam National University Hwasun Hospital, Hwasun, Republic of Korea.
- 14 Environmental Health Center for Childhood Leukemia and Cancer, and Department of Laboratory Medicine, Chonnam National University Hwasun Hospital, Hwasun, Republic of Korea.
- 15 Department of Preventive Medicine, Dankook University College of Medicine, Cheonan, Republic of Korea.
- 16 Department of Psychiatry, Dankook University College of Medicine, Cheonan, Republic of Korea; Environmental Health Center, Dankook University Medical Center, Cheonan, Republic of Korea.
- 17 Department of Preventive Medicine, Dankook University College of Medicine, Cheonan, Republic of Korea; Environmental Health Center, Dankook University Medical Center, Cheonan, Republic of Korea.
- 18 Department of Psychology, College of Public Services, Dankook University, Cheonan, Republic of Korea; Environmental Health Center, Dankook University Medical Center, Cheonan, Republic of Korea.
- 19 Environmental Health Center, Dankook University Medical Center, Cheonan, Republic of Korea.
- 20 Department of Preventive Medicine, College of Medicine, The Catholic University of Korea, Republic of Korea.
- 21 Department of Pediatrics, Daegu Catholic University School of Medicine, Daegu, Republic of Korea.
- 22 Department of Preventive medicine, Daegu Catholic University School of Medicine, Daegu, Republic of Korea.
- 23 Department of Preventive Medicine and Busan Environmental Health Center, Dong-A University College of Medicine, Busan, Republic of Korea.
- 24 Department of Preventive Medicine, Hanyang University College of Medicine, Seoul, Republic of Korea.
- 25 Department of Obstetrics and Gynecology, Ewha Womans University College of Medicine, Ewha Womans University Seoul Hospital, Seoul, Republic of Korea.
- 26 Department of Pediatrics, Inha University School of Medicine, Incheon, Republic of Korea.
- 27 Environmental Health Center, Jeju National University College of Medicine, Jeju, Republic of Korea; Department of Preventive Medicine, Jeju National University College of Medicine, Jeju, Republic of Korea.
- 28 Environmental Health Center, Jeju National University College of Medicine, Jeju, Republic of Korea; Department of Microbiology and Immunology, Jeju National University College of Medicine, Jeju, Republic of Korea.
- 29 Department of Internal Medicine and Environmental Health Center, Kangwon National University, Chuncheon, Republic of Korea.
- 30 Department of Obstetrics and Gynecology, Kangwon National University Hospital, Kangwon National University School of Medicine, Chuncheon, Republic of Korea.
- 31 Department of Pediatrics, Korea University Medical College; Allergy Immunology Center, Korea University.
- 32 Allergy Immunology Center, Korea University.
- 33 Allergy Immunology Center, Korea University; Department of Preventive Medicine, Korea University Medical College.
- 34 Department of Pediatrics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea.
- 35 Institute of Environmental Medicine, Seoul National University Medical Research Center, Seoul, Republic of Korea; Seoul metropolitan government Environmental Health Center, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.
- 36 Department of Preventive Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.
- 37 Department of Occupational and Environmental Medicine, Soonchunhyang University Gumi Hospital, Gumi, Republic of Korea.
- 38 Taean Environmental Health Center, Taean, Republic of Korea.
- 39 Taean Environmental Health Center, Taean, Republic of Korea; Department of Preventive Medicine, Dankook University College of Medicine, Cheonan, Republic of Korea.
- 40 Department of Occupational and Environmental Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Republic of Korea.
- 41 Environmental Health Center, University of Ulsan College of Medicine, Ulsan, Republic of Korea.
- PMID: 41101675
- DOI: 10.1016/j.envres.2025.123003
Abstract
Visual impairment is an important public health issue affecting young children. Environmental heavy metals, such as lead (Pb), mercury (Hg), and cadmium (Cd), are neurotoxicants that may disrupt visual development, yet evidence of their impact remains limited. We aimed to investigate the associations between pre- and postnatal blood concentrations of Pb, Hg, and Cd and the risk of visual impairment in children at age three, considering exposure timing, sex differences, and behavioral factors. We analyzed data from 599 children enrolled in the Korean Children's Environmental Health Study, a prospective cohort initially comprising 5,458 children. Maternal blood metal concentrations were measured during early (<20 weeks) and late pregnancy (>30 weeks), while child blood levels were measured at 24 and 36 months. Visual impairment was defined as visual acuity (VA) below 0.5 (Snellen ≤20/40) on Jin's vision chart at age three. Logistic regression and generalized estimating equations were used to estimate associations, adjusting for confounders. Higher maternal blood Cd concentrations during early pregnancy were significantly associated with increased risk of unilateral visual impairment in offspring (OR=2.49; 95% CI: 2.01-3.10 per 1 μg/L). Associations were stronger among girls and children with higher screen time and lower outdoor activity. No significant differences were observed for Pb or Hg, or across other exposure time points. Our findings suggest maternal exposure to Cd during early pregnancy may adversely affect visual development in preschool children, particularly in girls and children with sedentary behaviors. Prenatal biomonitoring and targeted behavioral interventions are warranted to mitigate these risks.
Keywords: Cadmium; Heavy metals; Lead; Mercury; Prenatal; Visual impairment.
Copyright © 2025. Published by Elsevier Inc.
Conflict of interest statement
Declaration of Competing Interest ☒ The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
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