Karl O’Sharkey , Ting Chow , Sanjali Mitra , Laura Thompson , Jason Su , Myles Cockburn , Zeyan Liew , Beate Ritz
{"title":"探索祖母接触空气污染与孙子患ASD风险之间的联系:加州一项基于多代人的研究","authors":"Karl O’Sharkey , Ting Chow , Sanjali Mitra , Laura Thompson , Jason Su , Myles Cockburn , Zeyan Liew , Beate Ritz","doi":"10.1016/j.envint.2025.109526","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder with increasing prevalence. While genetics play a strong causal role, among environmental factors, air pollution (AP) exposure in pregnancy and infancy has been strongly endorsed as a risk factor. However, potential multigenerational impacts through the exposure of the grandmother during her pregnancy remain unexplored.</div></div><div><h3>Methods</h3><div>Using a multigenerational, population-based cohort from California spanning three decades (1990–2019), we examined the association between grandmother’s gestational AP exposure (PM<sub>2.5</sub>, NO<sub>2</sub>, O<sub>3</sub>) and ASD risk in grandchildren using logistic regression per 1-IQR unit increase, adjusting for maternal exposure in pregnancy or infant’s exposure in the first year of life. We used continuous AP exposure as well as a categorical variable representing high and/or low (above or below median) exposure levels for both the grandmaternal and maternal pregnancies. Pregnancy and first year of life AP exposures were assigned using a land-use regression model with advanced machine-learning approaches.</div></div><div><h3>Results</h3><div>We observed associations between PM<sub>2.5</sub> (OR = 1.07, 95 % CI: 1.05, 1.10) and NO<sub>2</sub> (OR = 1.09, 95 % CI: 1.05, 1.13) exposure during the grandmaternal pregnancy and increased ASD risk in the grandchild. However, only for PM<sub>2.5</sub> did the increased effect estimates persist after adjusting for maternal pregnancy exposure (OR = 1.05; 95 % CI: 1.02, 1.08). High compared to low exposures in both grandmaternal and maternal pregnancies to PM<sub>2.5</sub> (OR = 1.16, 95 % CI: 1.11, 1.23) and NO<sub>2</sub> (OR = 1.12, 95 % CI: 1.06, 1.17) showed the strongest joint effects for ASD in the grandchild.</div></div><div><h3>Conclusions</h3><div>Multigenerational exposure to air pollution, particularly PM<sub>2.5</sub> exposure in grandmaternal pregnancy, may influence ASD risk. Our study also suggests that ASD risk due to air pollution may be compounded by multigenerational exposures.</div></div>","PeriodicalId":308,"journal":{"name":"Environment International","volume":"200 ","pages":"Article 109526"},"PeriodicalIF":10.3000,"publicationDate":"2025-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring the link between grandmaternal air pollution exposure and Grandchild’s ASD risk: A multigenerational population-based study in California\",\"authors\":\"Karl O’Sharkey , Ting Chow , Sanjali Mitra , Laura Thompson , Jason Su , Myles Cockburn , Zeyan Liew , Beate Ritz\",\"doi\":\"10.1016/j.envint.2025.109526\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder with increasing prevalence. While genetics play a strong causal role, among environmental factors, air pollution (AP) exposure in pregnancy and infancy has been strongly endorsed as a risk factor. However, potential multigenerational impacts through the exposure of the grandmother during her pregnancy remain unexplored.</div></div><div><h3>Methods</h3><div>Using a multigenerational, population-based cohort from California spanning three decades (1990–2019), we examined the association between grandmother’s gestational AP exposure (PM<sub>2.5</sub>, NO<sub>2</sub>, O<sub>3</sub>) and ASD risk in grandchildren using logistic regression per 1-IQR unit increase, adjusting for maternal exposure in pregnancy or infant’s exposure in the first year of life. We used continuous AP exposure as well as a categorical variable representing high and/or low (above or below median) exposure levels for both the grandmaternal and maternal pregnancies. Pregnancy and first year of life AP exposures were assigned using a land-use regression model with advanced machine-learning approaches.</div></div><div><h3>Results</h3><div>We observed associations between PM<sub>2.5</sub> (OR = 1.07, 95 % CI: 1.05, 1.10) and NO<sub>2</sub> (OR = 1.09, 95 % CI: 1.05, 1.13) exposure during the grandmaternal pregnancy and increased ASD risk in the grandchild. However, only for PM<sub>2.5</sub> did the increased effect estimates persist after adjusting for maternal pregnancy exposure (OR = 1.05; 95 % CI: 1.02, 1.08). High compared to low exposures in both grandmaternal and maternal pregnancies to PM<sub>2.5</sub> (OR = 1.16, 95 % CI: 1.11, 1.23) and NO<sub>2</sub> (OR = 1.12, 95 % CI: 1.06, 1.17) showed the strongest joint effects for ASD in the grandchild.</div></div><div><h3>Conclusions</h3><div>Multigenerational exposure to air pollution, particularly PM<sub>2.5</sub> exposure in grandmaternal pregnancy, may influence ASD risk. Our study also suggests that ASD risk due to air pollution may be compounded by multigenerational exposures.</div></div>\",\"PeriodicalId\":308,\"journal\":{\"name\":\"Environment International\",\"volume\":\"200 \",\"pages\":\"Article 109526\"},\"PeriodicalIF\":10.3000,\"publicationDate\":\"2025-05-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environment International\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0160412025002776\",\"RegionNum\":1,\"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":"Environment International","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0160412025002776","RegionNum":1,"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}
Exploring the link between grandmaternal air pollution exposure and Grandchild’s ASD risk: A multigenerational population-based study in California
Background
Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder with increasing prevalence. While genetics play a strong causal role, among environmental factors, air pollution (AP) exposure in pregnancy and infancy has been strongly endorsed as a risk factor. However, potential multigenerational impacts through the exposure of the grandmother during her pregnancy remain unexplored.
Methods
Using a multigenerational, population-based cohort from California spanning three decades (1990–2019), we examined the association between grandmother’s gestational AP exposure (PM2.5, NO2, O3) and ASD risk in grandchildren using logistic regression per 1-IQR unit increase, adjusting for maternal exposure in pregnancy or infant’s exposure in the first year of life. We used continuous AP exposure as well as a categorical variable representing high and/or low (above or below median) exposure levels for both the grandmaternal and maternal pregnancies. Pregnancy and first year of life AP exposures were assigned using a land-use regression model with advanced machine-learning approaches.
Results
We observed associations between PM2.5 (OR = 1.07, 95 % CI: 1.05, 1.10) and NO2 (OR = 1.09, 95 % CI: 1.05, 1.13) exposure during the grandmaternal pregnancy and increased ASD risk in the grandchild. However, only for PM2.5 did the increased effect estimates persist after adjusting for maternal pregnancy exposure (OR = 1.05; 95 % CI: 1.02, 1.08). High compared to low exposures in both grandmaternal and maternal pregnancies to PM2.5 (OR = 1.16, 95 % CI: 1.11, 1.23) and NO2 (OR = 1.12, 95 % CI: 1.06, 1.17) showed the strongest joint effects for ASD in the grandchild.
Conclusions
Multigenerational exposure to air pollution, particularly PM2.5 exposure in grandmaternal pregnancy, may influence ASD risk. Our study also suggests that ASD risk due to air pollution may be compounded by multigenerational exposures.
期刊介绍:
Environmental Health publishes manuscripts focusing on critical aspects of environmental and occupational medicine, including studies in toxicology and epidemiology, to illuminate the human health implications of exposure to environmental hazards. The journal adopts an open-access model and practices open peer review.
It caters to scientists and practitioners across all environmental science domains, directly or indirectly impacting human health and well-being. With a commitment to enhancing the prevention of environmentally-related health risks, Environmental Health serves as a public health journal for the community and scientists engaged in matters of public health significance concerning the environment.