Melissa R Fiffer,Jie Chen,Emily L Silva,Rachel C Nethery,Qi Sun,Peter James,Stephanie T Grady,Jeff D Yanosky,Joel D Kaufman,Francine Laden,Jaime E Hart
{"title":"长期暴露于空气污染与2型糖尿病发病率的护士健康研究及护士健康研究II","authors":"Melissa R Fiffer,Jie Chen,Emily L Silva,Rachel C Nethery,Qi Sun,Peter James,Stephanie T Grady,Jeff D Yanosky,Joel D Kaufman,Francine Laden,Jaime E Hart","doi":"10.1289/ehp15673","DOIUrl":null,"url":null,"abstract":"BACKGROUND\r\nResearch has detected associations between air pollution exposure and type 2 diabetes (T2DM), but findings from large cohort studies are needed to ascertain the most influential pollutants, susceptible subpopulations, and low-level exposure associations. Our aim was to prospectively evaluate the association between long-term exposure to fine particulate matter (PM2.5) and nitrogen dioxide (NO2) and T2DM incidence in the Nurses' Health Study (NHS) and Nurses' Health Study II (NHSII) cohorts of U.S. women.\r\n\r\nMETHODS\r\nMonthly PM2.5 and NO2 exposures were predicted from spatiotemporal models and linked to participants' residential addresses. We used Cox proportional hazards models to assess the association between 24-month moving average PM2.5 and NO2 exposure and self-reported, clinician diagnosed T2DM from 1992-2019. We adjusted for time-varying lifestyle factors, reproductive hormonal factors, and individual and neighborhood socioeconomic status (SES). Results were meta-analyzed. We evaluated whether relationships persisted at levels below the current U.S. EPA National Ambient Air Quality Standards (NAAQS). Lastly, we examined multiplicative and additive interactions by body mass index (BMI), smoking status, physical activity, neighborhood SES, and region.\r\n\r\nRESULTS\r\nOver follow-up, there were 19,083 incident T2DM cases among the 208,733 women in NHS and NHSII. In fully-adjusted single pollutant models, the HR for an interquartile range (IQR=4.9 µg/m3) higher 24-month average PM2.5 exposure was 1.05 (95% CI: 1.02, 1.08) for incident T2DM. The HR for an IQR (7.3 ppb) higher NO2 exposure was 1.05 (95% CI: 1.01, 1.09). Both associations were robust to co-adjustment. Associations remained stable when restricting to PM2.5 levels below the NAAQS as compared to the full dataset. Stronger associations were observed in individuals who had a BMI ≥30, were physically active, and resided in the Northeast.\r\n\r\nCONCLUSIONS\r\nOur results showed a positive association between T2DM and long-term exposure to PM2.5 and NO2, persisting even at levels below the current EPA NAAQS. https://doi.org/10.1289/EHP15673.","PeriodicalId":11862,"journal":{"name":"Environmental Health Perspectives","volume":"8 1","pages":""},"PeriodicalIF":10.1000,"publicationDate":"2025-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Long-term Exposure to Air Pollution and Incidence of Type 2 Diabetes in the Nurses' Health Study and Nurses' Health Study II.\",\"authors\":\"Melissa R Fiffer,Jie Chen,Emily L Silva,Rachel C Nethery,Qi Sun,Peter James,Stephanie T Grady,Jeff D Yanosky,Joel D Kaufman,Francine Laden,Jaime E Hart\",\"doi\":\"10.1289/ehp15673\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"BACKGROUND\\r\\nResearch has detected associations between air pollution exposure and type 2 diabetes (T2DM), but findings from large cohort studies are needed to ascertain the most influential pollutants, susceptible subpopulations, and low-level exposure associations. Our aim was to prospectively evaluate the association between long-term exposure to fine particulate matter (PM2.5) and nitrogen dioxide (NO2) and T2DM incidence in the Nurses' Health Study (NHS) and Nurses' Health Study II (NHSII) cohorts of U.S. women.\\r\\n\\r\\nMETHODS\\r\\nMonthly PM2.5 and NO2 exposures were predicted from spatiotemporal models and linked to participants' residential addresses. We used Cox proportional hazards models to assess the association between 24-month moving average PM2.5 and NO2 exposure and self-reported, clinician diagnosed T2DM from 1992-2019. We adjusted for time-varying lifestyle factors, reproductive hormonal factors, and individual and neighborhood socioeconomic status (SES). Results were meta-analyzed. We evaluated whether relationships persisted at levels below the current U.S. EPA National Ambient Air Quality Standards (NAAQS). Lastly, we examined multiplicative and additive interactions by body mass index (BMI), smoking status, physical activity, neighborhood SES, and region.\\r\\n\\r\\nRESULTS\\r\\nOver follow-up, there were 19,083 incident T2DM cases among the 208,733 women in NHS and NHSII. In fully-adjusted single pollutant models, the HR for an interquartile range (IQR=4.9 µg/m3) higher 24-month average PM2.5 exposure was 1.05 (95% CI: 1.02, 1.08) for incident T2DM. The HR for an IQR (7.3 ppb) higher NO2 exposure was 1.05 (95% CI: 1.01, 1.09). Both associations were robust to co-adjustment. Associations remained stable when restricting to PM2.5 levels below the NAAQS as compared to the full dataset. 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Long-term Exposure to Air Pollution and Incidence of Type 2 Diabetes in the Nurses' Health Study and Nurses' Health Study II.
BACKGROUND
Research has detected associations between air pollution exposure and type 2 diabetes (T2DM), but findings from large cohort studies are needed to ascertain the most influential pollutants, susceptible subpopulations, and low-level exposure associations. Our aim was to prospectively evaluate the association between long-term exposure to fine particulate matter (PM2.5) and nitrogen dioxide (NO2) and T2DM incidence in the Nurses' Health Study (NHS) and Nurses' Health Study II (NHSII) cohorts of U.S. women.
METHODS
Monthly PM2.5 and NO2 exposures were predicted from spatiotemporal models and linked to participants' residential addresses. We used Cox proportional hazards models to assess the association between 24-month moving average PM2.5 and NO2 exposure and self-reported, clinician diagnosed T2DM from 1992-2019. We adjusted for time-varying lifestyle factors, reproductive hormonal factors, and individual and neighborhood socioeconomic status (SES). Results were meta-analyzed. We evaluated whether relationships persisted at levels below the current U.S. EPA National Ambient Air Quality Standards (NAAQS). Lastly, we examined multiplicative and additive interactions by body mass index (BMI), smoking status, physical activity, neighborhood SES, and region.
RESULTS
Over follow-up, there were 19,083 incident T2DM cases among the 208,733 women in NHS and NHSII. In fully-adjusted single pollutant models, the HR for an interquartile range (IQR=4.9 µg/m3) higher 24-month average PM2.5 exposure was 1.05 (95% CI: 1.02, 1.08) for incident T2DM. The HR for an IQR (7.3 ppb) higher NO2 exposure was 1.05 (95% CI: 1.01, 1.09). Both associations were robust to co-adjustment. Associations remained stable when restricting to PM2.5 levels below the NAAQS as compared to the full dataset. Stronger associations were observed in individuals who had a BMI ≥30, were physically active, and resided in the Northeast.
CONCLUSIONS
Our results showed a positive association between T2DM and long-term exposure to PM2.5 and NO2, persisting even at levels below the current EPA NAAQS. https://doi.org/10.1289/EHP15673.
期刊介绍:
Environmental Health Perspectives (EHP) is a monthly peer-reviewed journal supported by the National Institute of Environmental Health Sciences, part of the National Institutes of Health under the U.S. Department of Health and Human Services. Its mission is to facilitate discussions on the connections between the environment and human health by publishing top-notch research and news. EHP ranks third in Public, Environmental, and Occupational Health, fourth in Toxicology, and fifth in Environmental Sciences.