Weaver Anne M, Bidulescu Aurelian, Wellenius Gregory A, Hickson DeMarc A, Sims Mario, Vaidyanathan Ambarish, Wu Wen-Chih, Correa Adolfo, Wang Yi
Center for Public Health and Environmental Assessment, United States Environmental Protection Agency, Chapel Hill, North Carolina.
Department of Environmental Health, Indianapolis, Fairbanks School of Public Health, Indiana University, Indiana.
Environ Epidemiol. 2021 Apr 22;5(3):e140. doi: 10.1097/EE9.0000000000000140. eCollection 2021 Jun.
Diabetes is especially prevalent among African Americans. Prior studies suggest that long-term exposure to ambient air pollution may be associated with greater incidence of diabetes, but results remain heterogeneous. Few studies have included large numbers of African Americans.
We assessed diabetes status and concentrations of 1- and 3-year fine particulate matter (PM) and ozone (O) among African American participants of the Jackson Heart Study at visits 1 (2000-2004, N = 5128) and 2 (2005-2008, N = 2839). We used mixed-effect modified Poisson regression to estimate risk ratios (RRs) and 95% confidence intervals (CIs) of incidence of diabetes by visit 2 and prevalence ratios (PRs) of the association between air pollution exposure and prevalent diabetes at visits 1 and 2. We adjusted for potential confounding by patient characteristics, as well as inverse probability weights of diabetes at visit 2, accounting for clustering by census tract.
We observed associations between incident diabetes and interquartile range increase in 1-year O (RR 1.34, 95% CI = 1.11, 1.61) and 3-year O (RR 0.88, 95% CI = 0.76, 1.02). We observed associations between prevalent diabetes and 1-year PM (PR 1.08, 95% CI = 1.00, 1.17), 1-year O (PR 1.18, 95% CI = 1.10, 1.27), and 3-year O (PR 0.95, 95% CI = 0.90, 1.01) at visit 2.
Our results provide some evidence of positive associations between indicators of long-term PM and O exposure and diabetes. This study is particularly relevant to African Americans, who have higher prevalence of diabetes but relatively few studies of environmental pollution risk factors.
糖尿病在非裔美国人中尤为普遍。先前的研究表明,长期暴露于环境空气污染中可能与糖尿病发病率升高有关,但结果仍存在异质性。很少有研究纳入大量非裔美国人。
我们在杰克逊心脏研究的第1次访视(2000 - 2004年,N = 5128)和第2次访视(2005 - 2008年,N = 2839)中,评估了非裔美国参与者的糖尿病状况以及1年和3年的细颗粒物(PM)和臭氧(O)浓度。我们使用混合效应修正泊松回归来估计第2次访视时糖尿病发病率的风险比(RRs)和95%置信区间(CIs),以及第1次和第2次访视时空气污染暴露与现患糖尿病之间关联的患病率比(PRs)。我们对患者特征的潜在混杂因素进行了调整,以及对第2次访视时糖尿病的逆概率权重进行了调整,同时考虑了普查区的聚类情况。
我们观察到新发糖尿病与1年臭氧四分位距增加之间存在关联(RR 1.34,95% CI = 1.11,1.61)以及与3年臭氧之间存在关联(RR 0.88,95% CI = 0.76,1.02)。我们在第2次访视时观察到现患糖尿病与1年PM(PR 1.08,95% CI = 1.00,1.17)、1年臭氧(PR 1.18,95% CI = 1.10,1.27)和3年臭氧(PR 0.95,95% CI = 0.90,1.01)之间存在关联。
我们的结果提供了一些证据,表明长期PM和O暴露指标与糖尿病之间存在正相关。这项研究对非裔美国人尤为重要,他们糖尿病患病率较高,但关于环境污染风险因素的研究相对较少。