Jianing Shi, Xuan Wu, Mengling Tang, Kun Chen, Qingli Zhou
{"title":"基于蒙特卡罗模拟的华东地区老年人血液金属与饮食健康风险评估","authors":"Jianing Shi, Xuan Wu, Mengling Tang, Kun Chen, Qingli Zhou","doi":"10.1007/s10653-025-02511-y","DOIUrl":null,"url":null,"abstract":"<p><p>Assessing blood metal levels in older adults is crucial for monitoring nutritional, occupational, and environmental exposures, as environmental metals may potentially affect the health of older people through dietary intake. In this study, we collected blood samples from 2493 older participants in Yiwu, China. 11 metal elements in whole blood were measured using ICP-MS. Monte Carlo simulation was applied to estimate population-level blood metal distributions and use for risk quantification. Dietary metal intake was assessed through food frequency questionnaires. Then it was employed to evaluate health risks from dietary metal exposure. Results of Monte Carlo simulation showed that the medians of Cu, As, Cd, Mn and Cr were 752.69 (682.84, 824.36), 1.94 (1.36, 2.80), 1.40 (0.85, 2.32), 12.78 (10.56, 15.48), 0.44 (0.28, 0.70) µg/L and Fe, and Zn were 332.59 (276.73, 385.13), 4.95 (4.45, 5.48) mg/L. Concentrations of Se, Fe, Zn, As, Cd, Hg, and Pb were significantly higher in men than in women, while Cu and Mn levels were lower in men. Hazard quotients (HQ > 1) for Zn (HQ = 1.108, IQR = 0.857-1.215) indicated unacceptable non-carcinogenic risks, while incremental lifetime cancer risks (ILCR > 1 × 10⁻<sup>4</sup>) for Cr (ILCR = 1.295 × 10⁻<sup>3</sup>, IQR = 8.725 × 10⁻<sup>4</sup>-1.798 × 10⁻<sup>3</sup>), As (ILCR = 3.299 × 10⁻<sup>4</sup>, IQR = 2.049 × 10⁻<sup>4</sup>-5.991 × 10⁻<sup>4</sup>), and Cd (ILCR = 3.263 × 10⁻<sup>4</sup>, IQR = 2.747 × 10⁻<sup>4</sup>-3.878 × 10⁻<sup>4</sup>) suggested potential carcinogenic risks. Findings indicated potential health risks from dietary metal exposure in this population. Implementing comprehensive interventions to reduce exposure levels and optimize dietary patterns was essential. Future monitoring should prioritize heavy metal surveillance in food and drinking water.</p>","PeriodicalId":11759,"journal":{"name":"Environmental Geochemistry and Health","volume":"47 6","pages":"204"},"PeriodicalIF":3.2000,"publicationDate":"2025-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Assessment of blood metals and dietary health risks in older adults from an Eastern Chinese community based on Monte Carlo simulation.\",\"authors\":\"Jianing Shi, Xuan Wu, Mengling Tang, Kun Chen, Qingli Zhou\",\"doi\":\"10.1007/s10653-025-02511-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Assessing blood metal levels in older adults is crucial for monitoring nutritional, occupational, and environmental exposures, as environmental metals may potentially affect the health of older people through dietary intake. In this study, we collected blood samples from 2493 older participants in Yiwu, China. 11 metal elements in whole blood were measured using ICP-MS. Monte Carlo simulation was applied to estimate population-level blood metal distributions and use for risk quantification. Dietary metal intake was assessed through food frequency questionnaires. Then it was employed to evaluate health risks from dietary metal exposure. Results of Monte Carlo simulation showed that the medians of Cu, As, Cd, Mn and Cr were 752.69 (682.84, 824.36), 1.94 (1.36, 2.80), 1.40 (0.85, 2.32), 12.78 (10.56, 15.48), 0.44 (0.28, 0.70) µg/L and Fe, and Zn were 332.59 (276.73, 385.13), 4.95 (4.45, 5.48) mg/L. Concentrations of Se, Fe, Zn, As, Cd, Hg, and Pb were significantly higher in men than in women, while Cu and Mn levels were lower in men. Hazard quotients (HQ > 1) for Zn (HQ = 1.108, IQR = 0.857-1.215) indicated unacceptable non-carcinogenic risks, while incremental lifetime cancer risks (ILCR > 1 × 10⁻<sup>4</sup>) for Cr (ILCR = 1.295 × 10⁻<sup>3</sup>, IQR = 8.725 × 10⁻<sup>4</sup>-1.798 × 10⁻<sup>3</sup>), As (ILCR = 3.299 × 10⁻<sup>4</sup>, IQR = 2.049 × 10⁻<sup>4</sup>-5.991 × 10⁻<sup>4</sup>), and Cd (ILCR = 3.263 × 10⁻<sup>4</sup>, IQR = 2.747 × 10⁻<sup>4</sup>-3.878 × 10⁻<sup>4</sup>) suggested potential carcinogenic risks. Findings indicated potential health risks from dietary metal exposure in this population. Implementing comprehensive interventions to reduce exposure levels and optimize dietary patterns was essential. Future monitoring should prioritize heavy metal surveillance in food and drinking water.</p>\",\"PeriodicalId\":11759,\"journal\":{\"name\":\"Environmental Geochemistry and Health\",\"volume\":\"47 6\",\"pages\":\"204\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2025-05-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Geochemistry and Health\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.1007/s10653-025-02511-y\",\"RegionNum\":3,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENGINEERING, ENVIRONMENTAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environmental Geochemistry and Health","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1007/s10653-025-02511-y","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, ENVIRONMENTAL","Score":null,"Total":0}
Assessment of blood metals and dietary health risks in older adults from an Eastern Chinese community based on Monte Carlo simulation.
Assessing blood metal levels in older adults is crucial for monitoring nutritional, occupational, and environmental exposures, as environmental metals may potentially affect the health of older people through dietary intake. In this study, we collected blood samples from 2493 older participants in Yiwu, China. 11 metal elements in whole blood were measured using ICP-MS. Monte Carlo simulation was applied to estimate population-level blood metal distributions and use for risk quantification. Dietary metal intake was assessed through food frequency questionnaires. Then it was employed to evaluate health risks from dietary metal exposure. Results of Monte Carlo simulation showed that the medians of Cu, As, Cd, Mn and Cr were 752.69 (682.84, 824.36), 1.94 (1.36, 2.80), 1.40 (0.85, 2.32), 12.78 (10.56, 15.48), 0.44 (0.28, 0.70) µg/L and Fe, and Zn were 332.59 (276.73, 385.13), 4.95 (4.45, 5.48) mg/L. Concentrations of Se, Fe, Zn, As, Cd, Hg, and Pb were significantly higher in men than in women, while Cu and Mn levels were lower in men. Hazard quotients (HQ > 1) for Zn (HQ = 1.108, IQR = 0.857-1.215) indicated unacceptable non-carcinogenic risks, while incremental lifetime cancer risks (ILCR > 1 × 10⁻4) for Cr (ILCR = 1.295 × 10⁻3, IQR = 8.725 × 10⁻4-1.798 × 10⁻3), As (ILCR = 3.299 × 10⁻4, IQR = 2.049 × 10⁻4-5.991 × 10⁻4), and Cd (ILCR = 3.263 × 10⁻4, IQR = 2.747 × 10⁻4-3.878 × 10⁻4) suggested potential carcinogenic risks. Findings indicated potential health risks from dietary metal exposure in this population. Implementing comprehensive interventions to reduce exposure levels and optimize dietary patterns was essential. Future monitoring should prioritize heavy metal surveillance in food and drinking water.
期刊介绍:
Environmental Geochemistry and Health publishes original research papers and review papers across the broad field of environmental geochemistry. Environmental geochemistry and health establishes and explains links between the natural or disturbed chemical composition of the earth’s surface and the health of plants, animals and people.
Beneficial elements regulate or promote enzymatic and hormonal activity whereas other elements may be toxic. Bedrock geochemistry controls the composition of soil and hence that of water and vegetation. Environmental issues, such as pollution, arising from the extraction and use of mineral resources, are discussed. The effects of contaminants introduced into the earth’s geochemical systems are examined. Geochemical surveys of soil, water and plants show how major and trace elements are distributed geographically. Associated epidemiological studies reveal the possibility of causal links between the natural or disturbed geochemical environment and disease. Experimental research illuminates the nature or consequences of natural or disturbed geochemical processes.
The journal particularly welcomes novel research linking environmental geochemistry and health issues on such topics as: heavy metals (including mercury), persistent organic pollutants (POPs), and mixed chemicals emitted through human activities, such as uncontrolled recycling of electronic-waste; waste recycling; surface-atmospheric interaction processes (natural and anthropogenic emissions, vertical transport, deposition, and physical-chemical interaction) of gases and aerosols; phytoremediation/restoration of contaminated sites; food contamination and safety; environmental effects of medicines; effects and toxicity of mixed pollutants; speciation of heavy metals/metalloids; effects of mining; disturbed geochemistry from human behavior, natural or man-made hazards; particle and nanoparticle toxicology; risk and the vulnerability of populations, etc.