TY - JOUR
T1 - Ethnic disparities in the association between ambient air pollution and risk for cardiometabolic abnormalities in China
AU - Yang, Shujuan
AU - Liang, Xian
AU - Dou, Qingyu
AU - La, Yang
AU - Cai, Jiaojiao
AU - Yang, Jun
AU - Laba, Ciren
AU - Liu, Qiaolan
AU - Guo, Bing
AU - Yu, Wanqi
AU - Wang, Qinjian
AU - Chen, Gongbo
AU - Hong, Feng
AU - Jia, Peng
AU - Zhao, Xing
AU - on behalf of the China Multi-Ethnic Cohort (CMEC) collaborative group
N1 - Funding Information:
This work was supported by the National Key Research and Development Program of China ( 2017YFC0907305 , 2020YFC2008000 , 2020YFC2008005 ), the National Natural Science Foundation of China ( 81773548 ), the Regional Innovation Cooperation Program of Science and Technology Commission Foundation of Sichuan Province ( 2021YFQ0031 ), the Chengdu Technological Innovation Research and Development Project ( 2021-YF05-00886-SN ), the Sichuan University-Dazhou Cooperation Project ( 2020CDDZ-26 ), Wuhan University Specific Fund for Major School-level Internationalization Initiatives ( WHU-GJZDZX-PT07 ), and the International Institute of Spatial Lifecourse Health (ISLE) .
Publisher Copyright:
© 2022
PY - 2022/9/10
Y1 - 2022/9/10
N2 - Background: Long-term exposure to ambient air pollution has been associated with cardiometabolic abnormalities (CAs), which, however, may be stronger in vulnerable populations, such as minorities. The variation of the association between ambient air pollution and CAs between the majority (Han) and minority populations in China have been poorly studied. Objectives: We aimed to estimate and compare the Hans' and minorities' risks for CAs associated with long-term exposure to ambient air pollution in Southwest China. Methods: A cross-sectional study was conducted on the basis of the China Multi-Ethnic Cohort. CAs were defined by the presence of at least three pre-defined metabolic dysfunctions (central obesity, elevated triglycerides, reduced high-density lipoprotein cholesterol, elevated blood pressure, and elevated fasting glucose). The concentrations of ambient air pollutants, including particulate matters (PM1, PM2.5, and PM10) and nitrogen dioxide (NO2), were generated from random forest models on the basis of multi-source data. One- and two-pollutant regression models were fit to assess associations between air pollutant exposure and CA risks. Sensitivity analyses were performed to examine the robustness of the associations. Results: The final sample included 51,037 Hans and 28,702 minority participants. The prevalence of CAs was 25.0%, slightly higher in the minorities (25.5%) than the Hans (24.4%). The higher risks for CAs in the overall population were associated with each 10 μg/m3 increase in the exposure to PM1 (OR = 1.07 [1.05–1.09]), PM2.5 (OR = 1.11 [1.06–1.17]), PM10 (OR = 1.04 [1.03–1.06]), and NO2 (OR = 1.04 [1.03–1.07]). Compared to the Hans, the higher risks for CAs were observed in the minorities for PM1 (OR = 1.35 [1.18–1.53]), PM2.5 (OR = 1.61 [1.34–1.93]), and PM10 (OR = 1.15 [1.07–1.23]). The associations of metabolic dysfunctions (CA components) with ambient air pollution also varied between the Han and minority populations. Conclusions: The associations between exposure to ambient air pollution and CA risks were stronger in the minorities than Hans. Our findings provide a better understanding of ethnic disparities in CA risks when being exposed to ambient air pollution in China, which also have important implications for other low- and middle-income countries where less health resources (e.g., cohort populations) are available to conduct such studies.
AB - Background: Long-term exposure to ambient air pollution has been associated with cardiometabolic abnormalities (CAs), which, however, may be stronger in vulnerable populations, such as minorities. The variation of the association between ambient air pollution and CAs between the majority (Han) and minority populations in China have been poorly studied. Objectives: We aimed to estimate and compare the Hans' and minorities' risks for CAs associated with long-term exposure to ambient air pollution in Southwest China. Methods: A cross-sectional study was conducted on the basis of the China Multi-Ethnic Cohort. CAs were defined by the presence of at least three pre-defined metabolic dysfunctions (central obesity, elevated triglycerides, reduced high-density lipoprotein cholesterol, elevated blood pressure, and elevated fasting glucose). The concentrations of ambient air pollutants, including particulate matters (PM1, PM2.5, and PM10) and nitrogen dioxide (NO2), were generated from random forest models on the basis of multi-source data. One- and two-pollutant regression models were fit to assess associations between air pollutant exposure and CA risks. Sensitivity analyses were performed to examine the robustness of the associations. Results: The final sample included 51,037 Hans and 28,702 minority participants. The prevalence of CAs was 25.0%, slightly higher in the minorities (25.5%) than the Hans (24.4%). The higher risks for CAs in the overall population were associated with each 10 μg/m3 increase in the exposure to PM1 (OR = 1.07 [1.05–1.09]), PM2.5 (OR = 1.11 [1.06–1.17]), PM10 (OR = 1.04 [1.03–1.06]), and NO2 (OR = 1.04 [1.03–1.07]). Compared to the Hans, the higher risks for CAs were observed in the minorities for PM1 (OR = 1.35 [1.18–1.53]), PM2.5 (OR = 1.61 [1.34–1.93]), and PM10 (OR = 1.15 [1.07–1.23]). The associations of metabolic dysfunctions (CA components) with ambient air pollution also varied between the Han and minority populations. Conclusions: The associations between exposure to ambient air pollution and CA risks were stronger in the minorities than Hans. Our findings provide a better understanding of ethnic disparities in CA risks when being exposed to ambient air pollution in China, which also have important implications for other low- and middle-income countries where less health resources (e.g., cohort populations) are available to conduct such studies.
KW - Air pollution
KW - Cardiometabolic abnormalities
KW - Ethnic disparity
KW - LMIC
KW - Minority
UR - http://www.scopus.com/inward/record.url?scp=85130554322&partnerID=8YFLogxK
U2 - 10.1016/j.scitotenv.2022.155940
DO - 10.1016/j.scitotenv.2022.155940
M3 - Article
C2 - 35580681
AN - SCOPUS:85130554322
SN - 0048-9697
VL - 838
JO - Science of the Total Environment
JF - Science of the Total Environment
M1 - 155940
ER -