TY - JOUR
T1 - The role of influenza vaccination in mitigating the adverse impact of ambient air pollution on lung function in children
T2 - New insights from the Seven Northeastern Cities Study in China
AU - Liu, Kangkang
AU - Yang, Bo Yi
AU - Guo, Yuming
AU - Bloom, Michael S.
AU - Dharmage, Shyamali C.
AU - Knibbs, Luke D.
AU - Heinrich, Joachim
AU - Leskinen, Ari
AU - Lin, Shao
AU - Morawska, Lidia
AU - Jalaludin, Bin
AU - Markevych, Iana
AU - Jalava, Pasi
AU - Komppula, Mika
AU - Yu, Yunjiang
AU - Gao, Meng
AU - Zhou, Yang
AU - Yu, Hong Yao
AU - Hu, Li Wen
AU - Zeng, Xiao Wen
AU - Dong, Guang Hui
N1 - Funding Information:
This work was supported by the Guangdong Provincial Natural Science Foundation Team Project ( 2018B030312005 ), China; the National Natural Science Foundation of China ( 81872582 , 81673128 , 81703179 ), China; the Science and Technology Program of Guangzhou ( 201807010032 , 201803010054 ), China; the National Key Research and Development Program of China ( 2018YFE0106900 , 2018YFC1004300 , 2016YFC0207000 ), China; the Science and Technology Planning Project of Guangdong Province ( 2019A050510017 , 2018B05052007 , 2017A050501062 , 2017A090905042 ), China; the Fundamental Research Funds for the Central Universities ( 19ykj01 ), China; China Postdoctoral Science Foundation ( 2018M633254 ), China; and the Career Development Fellowship of Australian National Health and Medical Research Council ( #APP1107107 ), Australia. KL was supported by China Postdoctoral Science Foundation ( 2018M633254 ) and Guangdong Foundation for Program of Science and Technology Research ( 2017B030314057 ).
PY - 2020/8
Y1 - 2020/8
N2 - Background: Ambient air pollution exposure and influenza virus infection have been documented to be independently associated with reduced lung function previously. Influenza vaccination plays an important role in protecting against influenza-induced severe diseases. However, no study to date has focused on whether influenza vaccination may modify the associations between ambient air pollution exposure and lung function. Methods: We undertook a cross-sectional study of 6740 children aged 7–14 years into Seven Northeast Cities (SNEC) Study in China during 2012–2013. We collected information from parents/guardians about sociodemographic factors and influenza vaccination status in the past three years. Lung function was measured using portable electronic spirometers. Machine learning methods were used to predict 4-year average ambient air pollutant exposures to nitrogen dioxide (NO2) and particulate matter with an aerodynamic diameter <1 μm (PM1), <2.5 μm (PM2.5) and <10 μm (PM10). Two-level linear and logistic regression models were used to assess interactions between influenza vaccination and long-term ambient air pollutants exposure on lung function reduction, controlling for potential confounding factors. Results: Ambient air pollution were observed significantly associated with reductions in lung function among children. We found significant interactions between influenza vaccination and air pollutants on lung function, suggesting greater vulnerability to air pollution among unvaccinated children. For example, an interaction (pinteraction = 0.002) indicated a −283.44 mL (95% CI: −327.04, −239.83) reduction in forced vital capacity (FVC) per interquartile range (IQR) increase in PM1 concentrations among unvaccinated children, compared with the −108.24 mL (95%CI: −174.88, −41.60) reduction in FVC observed among vaccinated children. Results from logistic regression models also showed stronger associations between per IQR increase in PM1 and lung function reduction measured by FVC and peak expiratory flow (PEF) among unvaccinated children than the according ORs among vaccinated children [i.e., Odds Ratio (OR) for PM1 and impaired FVC: 2.33 (95%CI: 1.79, 3.03) vs 1.65 (95%CI: 1.20, 2.28); OR for PM2.5 and impaired PEF: 1.45 (95%CI: 1.12,1.87) vs 1.04 (95%CI: 0.76,1.43)]. The heterogeneity of the modification by influenza vaccination of the associations between air pollution exposure and lung function reduction appeared to be more substantial in girls than in boys. Conclusion: Our results suggest that influenza vaccination may moderate the detrimental effects of ambient air pollution on lung function among children. This study provides new insights into the possible co-benefits of strengthening and promoting global influenza vaccination programs among children.
AB - Background: Ambient air pollution exposure and influenza virus infection have been documented to be independently associated with reduced lung function previously. Influenza vaccination plays an important role in protecting against influenza-induced severe diseases. However, no study to date has focused on whether influenza vaccination may modify the associations between ambient air pollution exposure and lung function. Methods: We undertook a cross-sectional study of 6740 children aged 7–14 years into Seven Northeast Cities (SNEC) Study in China during 2012–2013. We collected information from parents/guardians about sociodemographic factors and influenza vaccination status in the past three years. Lung function was measured using portable electronic spirometers. Machine learning methods were used to predict 4-year average ambient air pollutant exposures to nitrogen dioxide (NO2) and particulate matter with an aerodynamic diameter <1 μm (PM1), <2.5 μm (PM2.5) and <10 μm (PM10). Two-level linear and logistic regression models were used to assess interactions between influenza vaccination and long-term ambient air pollutants exposure on lung function reduction, controlling for potential confounding factors. Results: Ambient air pollution were observed significantly associated with reductions in lung function among children. We found significant interactions between influenza vaccination and air pollutants on lung function, suggesting greater vulnerability to air pollution among unvaccinated children. For example, an interaction (pinteraction = 0.002) indicated a −283.44 mL (95% CI: −327.04, −239.83) reduction in forced vital capacity (FVC) per interquartile range (IQR) increase in PM1 concentrations among unvaccinated children, compared with the −108.24 mL (95%CI: −174.88, −41.60) reduction in FVC observed among vaccinated children. Results from logistic regression models also showed stronger associations between per IQR increase in PM1 and lung function reduction measured by FVC and peak expiratory flow (PEF) among unvaccinated children than the according ORs among vaccinated children [i.e., Odds Ratio (OR) for PM1 and impaired FVC: 2.33 (95%CI: 1.79, 3.03) vs 1.65 (95%CI: 1.20, 2.28); OR for PM2.5 and impaired PEF: 1.45 (95%CI: 1.12,1.87) vs 1.04 (95%CI: 0.76,1.43)]. The heterogeneity of the modification by influenza vaccination of the associations between air pollution exposure and lung function reduction appeared to be more substantial in girls than in boys. Conclusion: Our results suggest that influenza vaccination may moderate the detrimental effects of ambient air pollution on lung function among children. This study provides new insights into the possible co-benefits of strengthening and promoting global influenza vaccination programs among children.
KW - Air pollution
KW - Influenza vaccination
KW - Lung function
UR - http://www.scopus.com/inward/record.url?scp=85084432660&partnerID=8YFLogxK
U2 - 10.1016/j.envres.2020.109624
DO - 10.1016/j.envres.2020.109624
M3 - Journal article
C2 - 32416358
AN - SCOPUS:85084432660
SN - 0013-9351
VL - 187
JO - Environmental Research
JF - Environmental Research
M1 - 109624
ER -