Mei Liu , Pingting Zhu , Fenfang Deng , Boheng Liang , Yang Xu , Pengzhe Qin , Rongfei Peng , Lei Tan
{"title":"在具有性别特异性非线性模式的儿童中,血清金属与抗麻疹、风疹和水痘疫苗抗体水平的关系","authors":"Mei Liu , Pingting Zhu , Fenfang Deng , Boheng Liang , Yang Xu , Pengzhe Qin , Rongfei Peng , Lei Tan","doi":"10.1016/j.envpol.2025.127276","DOIUrl":null,"url":null,"abstract":"<div><div>Vaccination is a cornerstone of public health, protecting individuals from infectious diseases, contributing to herd immunity, reducing disease transmission, and safeguarding vulnerable populations. Despite the recognized importance of optimizing vaccine-induced immunity, the role of metal exposure in modulating antibody levels in children remains poorly understood. In this study, we assessed the associations between serum metal concentrations and antibody levels for measles, rubella, and varicella vaccines in 1076 children aged 3–12 years from Guangzhou, China. In multivariable linear regression analyses of the whole children, barium exhibited consistent negative associations with antibody levels for all three vaccines. In sex-stratified analyses, tin showed positive associations, whereas manganese showed negative associations with rubella antibody levels in both sexes. Additionally, barium was negatively associated with measles antibody levels in both sexes. In age-stratified analyses, zinc and tin were positively associated with rubella antibody levels, while manganese was negatively associated with rubella antibody levels in both age groups. Sex-stratified restricted cubic spline analyses revealed that a greater number of serum metals were significantly associated with varicella and rubella antibody levels in girls, whereas more metals were associated with measles antibody levels in boys. Specifically, serum lead and copper exhibited inverted U-shaped relationships with varicella antibody levels in girls, whereas aluminum, antimony, and iron showed complex nonlinear patterns with measles antibody levels in boys. Additionally, zinc demonstrated a positive threshold effect on rubella antibody levels in both sexes, whereas barium exhibited U-shaped associations with varicella and rubella antibody levels. There was a combined negative effect of metal mixtures on rubella antibody levels, with silver, manganese, and chromium identified as the main contributors. The results revealed that environmental metal exposure may influence vaccine-induced immunity in children, highlighting routine serum metal biomonitoring and potential interventions to ensure optimal vaccination effectiveness.</div></div>","PeriodicalId":311,"journal":{"name":"Environmental Pollution","volume":"386 ","pages":"Article 127276"},"PeriodicalIF":7.3000,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Associations between serum metals and antibody levels against measles, rubella, and varicella vaccines in children with sex-specific nonlinear patterns\",\"authors\":\"Mei Liu , Pingting Zhu , Fenfang Deng , Boheng Liang , Yang Xu , Pengzhe Qin , Rongfei Peng , Lei Tan\",\"doi\":\"10.1016/j.envpol.2025.127276\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Vaccination is a cornerstone of public health, protecting individuals from infectious diseases, contributing to herd immunity, reducing disease transmission, and safeguarding vulnerable populations. Despite the recognized importance of optimizing vaccine-induced immunity, the role of metal exposure in modulating antibody levels in children remains poorly understood. In this study, we assessed the associations between serum metal concentrations and antibody levels for measles, rubella, and varicella vaccines in 1076 children aged 3–12 years from Guangzhou, China. In multivariable linear regression analyses of the whole children, barium exhibited consistent negative associations with antibody levels for all three vaccines. In sex-stratified analyses, tin showed positive associations, whereas manganese showed negative associations with rubella antibody levels in both sexes. Additionally, barium was negatively associated with measles antibody levels in both sexes. In age-stratified analyses, zinc and tin were positively associated with rubella antibody levels, while manganese was negatively associated with rubella antibody levels in both age groups. Sex-stratified restricted cubic spline analyses revealed that a greater number of serum metals were significantly associated with varicella and rubella antibody levels in girls, whereas more metals were associated with measles antibody levels in boys. Specifically, serum lead and copper exhibited inverted U-shaped relationships with varicella antibody levels in girls, whereas aluminum, antimony, and iron showed complex nonlinear patterns with measles antibody levels in boys. Additionally, zinc demonstrated a positive threshold effect on rubella antibody levels in both sexes, whereas barium exhibited U-shaped associations with varicella and rubella antibody levels. There was a combined negative effect of metal mixtures on rubella antibody levels, with silver, manganese, and chromium identified as the main contributors. The results revealed that environmental metal exposure may influence vaccine-induced immunity in children, highlighting routine serum metal biomonitoring and potential interventions to ensure optimal vaccination effectiveness.</div></div>\",\"PeriodicalId\":311,\"journal\":{\"name\":\"Environmental Pollution\",\"volume\":\"386 \",\"pages\":\"Article 127276\"},\"PeriodicalIF\":7.3000,\"publicationDate\":\"2025-10-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Pollution\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0269749125016501\",\"RegionNum\":2,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Pollution","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0269749125016501","RegionNum":2,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Associations between serum metals and antibody levels against measles, rubella, and varicella vaccines in children with sex-specific nonlinear patterns
Vaccination is a cornerstone of public health, protecting individuals from infectious diseases, contributing to herd immunity, reducing disease transmission, and safeguarding vulnerable populations. Despite the recognized importance of optimizing vaccine-induced immunity, the role of metal exposure in modulating antibody levels in children remains poorly understood. In this study, we assessed the associations between serum metal concentrations and antibody levels for measles, rubella, and varicella vaccines in 1076 children aged 3–12 years from Guangzhou, China. In multivariable linear regression analyses of the whole children, barium exhibited consistent negative associations with antibody levels for all three vaccines. In sex-stratified analyses, tin showed positive associations, whereas manganese showed negative associations with rubella antibody levels in both sexes. Additionally, barium was negatively associated with measles antibody levels in both sexes. In age-stratified analyses, zinc and tin were positively associated with rubella antibody levels, while manganese was negatively associated with rubella antibody levels in both age groups. Sex-stratified restricted cubic spline analyses revealed that a greater number of serum metals were significantly associated with varicella and rubella antibody levels in girls, whereas more metals were associated with measles antibody levels in boys. Specifically, serum lead and copper exhibited inverted U-shaped relationships with varicella antibody levels in girls, whereas aluminum, antimony, and iron showed complex nonlinear patterns with measles antibody levels in boys. Additionally, zinc demonstrated a positive threshold effect on rubella antibody levels in both sexes, whereas barium exhibited U-shaped associations with varicella and rubella antibody levels. There was a combined negative effect of metal mixtures on rubella antibody levels, with silver, manganese, and chromium identified as the main contributors. The results revealed that environmental metal exposure may influence vaccine-induced immunity in children, highlighting routine serum metal biomonitoring and potential interventions to ensure optimal vaccination effectiveness.
期刊介绍:
Environmental Pollution is an international peer-reviewed journal that publishes high-quality research papers and review articles covering all aspects of environmental pollution and its impacts on ecosystems and human health.
Subject areas include, but are not limited to:
• Sources and occurrences of pollutants that are clearly defined and measured in environmental compartments, food and food-related items, and human bodies;
• Interlinks between contaminant exposure and biological, ecological, and human health effects, including those of climate change;
• Contaminants of emerging concerns (including but not limited to antibiotic resistant microorganisms or genes, microplastics/nanoplastics, electronic wastes, light, and noise) and/or their biological, ecological, or human health effects;
• Laboratory and field studies on the remediation/mitigation of environmental pollution via new techniques and with clear links to biological, ecological, or human health effects;
• Modeling of pollution processes, patterns, or trends that is of clear environmental and/or human health interest;
• New techniques that measure and examine environmental occurrences, transport, behavior, and effects of pollutants within the environment or the laboratory, provided that they can be clearly used to address problems within regional or global environmental compartments.