lancet-header

Preprints with The Lancet is a collaboration between The Lancet Group of journals and SSRN to facilitate the open sharing of preprints for early engagement, community comment, and collaboration. Preprints available here are not Lancet publications or necessarily under review with a Lancet journal. These preprints are early-stage research papers that have not been peer-reviewed. The usual SSRN checks and a Lancet-specific check for appropriateness and transparency have been applied. The findings should not be used for clinical or public health decision-making or presented without highlighting these facts. For more information, please see the FAQs.

Association Between Long-Term Exposure to Fine Particulate Matter and Obesity in Children: A National Representative Cross-Sectional Study in China

20 Pages Posted: 21 Jul 2020

See all articles by Qian Guo

Qian Guo

University of Science and Technology Beijing - School of Energy and Environmental Engineering

Tao Xue

Peking University - School of Public Health

Chunrong Jia

University of Memphis - School of Public Health

Beibei Wang

University of Science and Technology Beijing - School of Energy and Environmental Engineering

Suzhen Cao

University of Science and Technology Beijing - School of Energy and Environmental Engineering

Xiuge Zhao

Chinese Research Academy on Environmental Sciences (CRAES) - State Key Laboratory of Environmental Criteria and Risk Assessment

Qian Zhang

Chinese Center for Disease Control and Prevention (China CDC) - National Institute of Nutrition and Health

Liyun Zhao

Chinese Center for Disease Control and Prevention (China CDC) - National Institute of Nutrition and Health

Junfeng (Jim) Zhang

Duke University - Nicholas School of the Environment; Duke University - Duke Global Health Institute; Peking University - College of Environmental Science and Engineering; Peking University - Beijing Innovation Center for Engineering Science and Advanced Technology (BIC-ESAT)

Xiaoli Duan

University of Science and Technology Beijing - School of Energy and Environmental Engineering

More...

Abstract

Background: Childhood obesity is a global health issue; and limited evidence suggests that air pollution may be a contributing factor. This study aims to examine whether long-term exposure to fine particulate matter (PM2·5) is associated with obesity status in a nationally representative sample of schoolchildren in China.

Methods: The study population consisted of 41,439 schoolchildren of 6–17 years old and recruited from 30 Chinese provinces using a multi-stage stratified sampling method. Children were measured for their weight and height and for their demographic information via a questionnaire survey. Individual-level exposure to daily PM2·5 in the year prior to the survey were estimated using a combination of ground level monitoring data, satellite data, and chemical transport models. Obseity status was classified following the Chinese national standards. The association between obesity status and long-term PM2·5 exposure was examined using weighted logistic regressions adjusted for potential confounders.

Findings: In this national representive sample of school-age children, the prevalence of normal weight, overweight, and obesity were 78·5%, 12·4%, and 9·0%, respectively. Annual averages of PM2·5 were 62·1±21·3 μg/m3 with a range of 26·3-130·6 μg/m3. The risk of obesity increased by 9·0% (95% CI: 3·0–15·0%) per 10 μg/m3 increase in PM2·5 annual exposure. The PM2·5-associated risk was significantly elevated in older age groups, children living in urban areas, and those from lower socioeconimc families (interaction p-values<0·05). The associations remained robust when long-term PM2·5 exposure was estimated using an averaging time longer than one year (up to five years).

Interpretation: Approximately one in five Chinese schoolchildren was overweight or obese. Long-term exposure to PM2·5 was significantly and positively associated with obesity status. This finding suggests that PM2·5 exposure reduction may alleviate the epidemic of childhood obesity.

Funding Statement: National Science Foundation (41977374) and the National Key Research and Development Program of China (2016YFC1302501).

Declaration of Interests: We declare no competing interests.

Ethics Approval Statement: The survey protocols were reviewed and approved by the ethical board of the National Institute for Nutrition and Food Safety, Chinese Centers for Disease Control and Prevention before the study commenced in 2013 (Reference No.: 2013–018).

Keywords: air pollution; children; adolescent; obesity; China

Suggested Citation

Guo, Qian and Xue, Tao and Jia, Chunrong and Wang, Beibei and Cao, Suzhen and Zhao, Xiuge and Zhang, Qian and Zhao, Liyun and Zhang, Junfeng (Jim) and Duan, Xiaoli, Association Between Long-Term Exposure to Fine Particulate Matter and Obesity in Children: A National Representative Cross-Sectional Study in China (4/16/2020). Available at SSRN: https://ssrn.com/abstract=3578776 or http://dx.doi.org/10.2139/ssrn.3578776

Qian Guo

University of Science and Technology Beijing - School of Energy and Environmental Engineering

Beijing
China

Tao Xue

Peking University - School of Public Health

No. 38 Xueyuan Road
Haidian District
Beijing, 100871
China

Chunrong Jia

University of Memphis - School of Public Health

Memphis, TN
United States

Beibei Wang

University of Science and Technology Beijing - School of Energy and Environmental Engineering

Beijing
China

Suzhen Cao

University of Science and Technology Beijing - School of Energy and Environmental Engineering

Beijing
China

Xiuge Zhao

Chinese Research Academy on Environmental Sciences (CRAES) - State Key Laboratory of Environmental Criteria and Risk Assessment

Beijing
China

Qian Zhang

Chinese Center for Disease Control and Prevention (China CDC) - National Institute of Nutrition and Health

155 Changbai Road
Changping District
Beijing, Changping District 102206
China

Liyun Zhao

Chinese Center for Disease Control and Prevention (China CDC) - National Institute of Nutrition and Health

155 Changbai Road
Changping District
Beijing, Changping District 102206
China

Junfeng (Jim) Zhang

Duke University - Nicholas School of the Environment

9 Circuit Dr.
Environment Hall
Durham, NC 27708
United States

Duke University - Duke Global Health Institute

310 Trent Drive
Box 90519
Durham, NC 27710
United States

Peking University - College of Environmental Science and Engineering

Beijing, 100080
China

Peking University - Beijing Innovation Center for Engineering Science and Advanced Technology (BIC-ESAT)

Beijing, 100871
China

Xiaoli Duan (Contact Author)

University of Science and Technology Beijing - School of Energy and Environmental Engineering ( email )

Beijing
China

Click here to go to TheLancet.com

Paper statistics

Downloads
31
Abstract Views
541
PlumX Metrics