Mao Liu, Pei-Hua Wang, Yun-Jie Ye, Li Shang, Yu-Ting Xia, Yang Wang, Zhen Ding, Yan Xu
{"title":"中国东部地区长期暴露于PM2.5与学龄儿童和青少年甲状腺结节的关系:一项横断面研究","authors":"Mao Liu, Pei-Hua Wang, Yun-Jie Ye, Li Shang, Yu-Ting Xia, Yang Wang, Zhen Ding, Yan Xu","doi":"10.1186/s12940-025-01172-9","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Long-term exposure to particulate matter with aerodynamic diameter ≤ 2.5 μm (PM<sub>2.5</sub>) are linked to thyroid nodules in adults, but epidemiological evidence in children and adolescents and adjustments for key confounders are lacking. This study aimed to explore the association between long-term exposure to PM<sub>2.5</sub> and the prevalence of thyroid nodules in school-aged children and adolescents.</p><p><strong>Methods: </strong>A cross-sectional study including 10,739 primary and junior high school students was conducted in Jiangsu Province, China, in 2021. Annual PM<sub>2.5</sub> concentrations were estimated by a satellite based space-time model based on machine learning. Individual exposure concentrations were assigned according to the school addresses of the participants. High-resolution diagnostic ultrasound imaging was used to detect the thyroid nodules. After adjustment for covariates, the link between the two-year (2019-2020) average PM<sub>2.5</sub> concentrations and thyroid nodules was estimated using a generalized linear mixed-effects model. The concentration-response (C-R) curves were smoothed using a restricted cubic spline function. Stratified analyses were performed to evaluate the modification effects of covariates on associations.</p><p><strong>Results: </strong>The average age of the 10,067 participants (51.9% boys) was 11 years, with a thyroid nodule prevalence of 30.5%. A non-linear positive correlation was found between the increase in prevalence of thyroid nodules and two-year average exposure concentration of PM<sub>2.5</sub>. The C-R relationship curve between thyroid nodules and PM<sub>2.5</sub> had a J-shaped structure with a threshold value of 39.7 µg/m<sup>3</sup>. Following covariates adjustment, the odds ratio (OR) and 95% confidence interval (CI) linked to thyroid nodules were 1.515 (1.199, 1.915) for per standard deviation (SD) increase in two-year average PM<sub>2.5</sub> concentrations (> 39.7 µg/m<sup>3</sup>). The sex-specific associations found among adults were not observed in our stratified analyses.</p><p><strong>Conclusions: </strong>Our findings demonstrated that long-term exposure to PM<sub>2.5</sub> was associated with a higher prevalence of thyroid nodules in children and adolescents. Strategies that consistently reduce PM<sub>2.5</sub> pollution levels to ease the burden of non-communicable diseases have important public health implications.</p>","PeriodicalId":11686,"journal":{"name":"Environmental Health","volume":"24 1","pages":"18"},"PeriodicalIF":5.3000,"publicationDate":"2025-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Association between long-term exposure to PM<sub>2.5</sub> and thyroid nodules in school-aged children and adolescents: a cross-sectional study in Eastern China.\",\"authors\":\"Mao Liu, Pei-Hua Wang, Yun-Jie Ye, Li Shang, Yu-Ting Xia, Yang Wang, Zhen Ding, Yan Xu\",\"doi\":\"10.1186/s12940-025-01172-9\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Long-term exposure to particulate matter with aerodynamic diameter ≤ 2.5 μm (PM<sub>2.5</sub>) are linked to thyroid nodules in adults, but epidemiological evidence in children and adolescents and adjustments for key confounders are lacking. This study aimed to explore the association between long-term exposure to PM<sub>2.5</sub> and the prevalence of thyroid nodules in school-aged children and adolescents.</p><p><strong>Methods: </strong>A cross-sectional study including 10,739 primary and junior high school students was conducted in Jiangsu Province, China, in 2021. Annual PM<sub>2.5</sub> concentrations were estimated by a satellite based space-time model based on machine learning. Individual exposure concentrations were assigned according to the school addresses of the participants. High-resolution diagnostic ultrasound imaging was used to detect the thyroid nodules. After adjustment for covariates, the link between the two-year (2019-2020) average PM<sub>2.5</sub> concentrations and thyroid nodules was estimated using a generalized linear mixed-effects model. The concentration-response (C-R) curves were smoothed using a restricted cubic spline function. Stratified analyses were performed to evaluate the modification effects of covariates on associations.</p><p><strong>Results: </strong>The average age of the 10,067 participants (51.9% boys) was 11 years, with a thyroid nodule prevalence of 30.5%. A non-linear positive correlation was found between the increase in prevalence of thyroid nodules and two-year average exposure concentration of PM<sub>2.5</sub>. The C-R relationship curve between thyroid nodules and PM<sub>2.5</sub> had a J-shaped structure with a threshold value of 39.7 µg/m<sup>3</sup>. Following covariates adjustment, the odds ratio (OR) and 95% confidence interval (CI) linked to thyroid nodules were 1.515 (1.199, 1.915) for per standard deviation (SD) increase in two-year average PM<sub>2.5</sub> concentrations (> 39.7 µg/m<sup>3</sup>). The sex-specific associations found among adults were not observed in our stratified analyses.</p><p><strong>Conclusions: </strong>Our findings demonstrated that long-term exposure to PM<sub>2.5</sub> was associated with a higher prevalence of thyroid nodules in children and adolescents. Strategies that consistently reduce PM<sub>2.5</sub> pollution levels to ease the burden of non-communicable diseases have important public health implications.</p>\",\"PeriodicalId\":11686,\"journal\":{\"name\":\"Environmental Health\",\"volume\":\"24 1\",\"pages\":\"18\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2025-04-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environmental Health\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.1186/s12940-025-01172-9\",\"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 Health","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.1186/s12940-025-01172-9","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}
Association between long-term exposure to PM2.5 and thyroid nodules in school-aged children and adolescents: a cross-sectional study in Eastern China.
Background: Long-term exposure to particulate matter with aerodynamic diameter ≤ 2.5 μm (PM2.5) are linked to thyroid nodules in adults, but epidemiological evidence in children and adolescents and adjustments for key confounders are lacking. This study aimed to explore the association between long-term exposure to PM2.5 and the prevalence of thyroid nodules in school-aged children and adolescents.
Methods: A cross-sectional study including 10,739 primary and junior high school students was conducted in Jiangsu Province, China, in 2021. Annual PM2.5 concentrations were estimated by a satellite based space-time model based on machine learning. Individual exposure concentrations were assigned according to the school addresses of the participants. High-resolution diagnostic ultrasound imaging was used to detect the thyroid nodules. After adjustment for covariates, the link between the two-year (2019-2020) average PM2.5 concentrations and thyroid nodules was estimated using a generalized linear mixed-effects model. The concentration-response (C-R) curves were smoothed using a restricted cubic spline function. Stratified analyses were performed to evaluate the modification effects of covariates on associations.
Results: The average age of the 10,067 participants (51.9% boys) was 11 years, with a thyroid nodule prevalence of 30.5%. A non-linear positive correlation was found between the increase in prevalence of thyroid nodules and two-year average exposure concentration of PM2.5. The C-R relationship curve between thyroid nodules and PM2.5 had a J-shaped structure with a threshold value of 39.7 µg/m3. Following covariates adjustment, the odds ratio (OR) and 95% confidence interval (CI) linked to thyroid nodules were 1.515 (1.199, 1.915) for per standard deviation (SD) increase in two-year average PM2.5 concentrations (> 39.7 µg/m3). The sex-specific associations found among adults were not observed in our stratified analyses.
Conclusions: Our findings demonstrated that long-term exposure to PM2.5 was associated with a higher prevalence of thyroid nodules in children and adolescents. Strategies that consistently reduce PM2.5 pollution levels to ease the burden of non-communicable diseases have important public health implications.
期刊介绍:
Environmental Health publishes manuscripts on all aspects of environmental and occupational medicine and related studies in toxicology and epidemiology.
Environmental Health is aimed at scientists and practitioners in all areas of environmental science where human health and well-being are involved, either directly or indirectly. Environmental Health is a public health journal serving the public health community and scientists working on matters of public health interest and importance pertaining to the environment.