The modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, China
Abstract Background Although exposure to air pollution has been linked to many health issues, few studies have quantified the modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, China. Methods The data of daily incidence of influe...
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doaj-31359b18439345dc8eac0508719ffd442021-05-23T11:18:17ZengBMCRespiratory Research1465-993X2021-05-012211910.1186/s12931-021-01744-6The modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, ChinaRui Zhang0Yujie Meng1Hejia Song2Ran Niu3Yu Wang4Yonghong Li5Songwang Wang6Chinese Center for Disease Control and PreventionChinese Center for Disease Control and PreventionNational Institute of Environmental Health, Chinese Center for Disease Control and PreventionNational Institute for Nutrition and Health, Chinese Center for Disease Control and PreventionNational Institute of Environmental Health, Chinese Center for Disease Control and PreventionNational Institute of Environmental Health, Chinese Center for Disease Control and PreventionChinese Center for Disease Control and PreventionAbstract Background Although exposure to air pollution has been linked to many health issues, few studies have quantified the modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, China. Methods The data of daily incidence of influenza and the relevant meteorological data and air pollution data in Ningbo from 2014 to 2017 were retrieved. Low, medium and high temperature layers were stratified by the daily mean temperature with 25th and 75th percentiles. The potential modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo was investigated through analyzing the effects of air pollutants stratified by temperature stratum using distributed lag non-linear model (DLNM). Stratified analysis by sex and age were also conducted. Results Overall, a 10 μg/m3 increment of O3, PM2.5, PM10 and NO2 could increase the incidence risk of influenza with the cumulative relative risk of 1.028 (95% CI 1.007, 1.050), 1.061 (95% CI 1.004, 1.122), 1.043 (95% CI 1.003, 1.085), and 1.118 (95% CI 1.028, 1.216), respectively. Male and aged 7–17 years were more sensitive to air pollutants. Through the temperature stratification analysis, we found that temperature could modify the impacts of air pollution on daily incidence of influenza with high temperature exacerbating the impact of air pollutants. At high temperature layer, male and the groups aged 0–6 years and 18–64 years were more sensitive to air pollution. Conclusion Temperature modified the relationship between air pollution and daily incidence of influenza and high temperature would exacerbate the effects of air pollutants in Ningbo.https://doi.org/10.1186/s12931-021-01744-6InfluenzaTemperatureAir pollutantsDistributed lag non-linear model (DLNM)Ningbo |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Rui Zhang Yujie Meng Hejia Song Ran Niu Yu Wang Yonghong Li Songwang Wang |
spellingShingle |
Rui Zhang Yujie Meng Hejia Song Ran Niu Yu Wang Yonghong Li Songwang Wang The modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, China Respiratory Research Influenza Temperature Air pollutants Distributed lag non-linear model (DLNM) Ningbo |
author_facet |
Rui Zhang Yujie Meng Hejia Song Ran Niu Yu Wang Yonghong Li Songwang Wang |
author_sort |
Rui Zhang |
title |
The modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, China |
title_short |
The modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, China |
title_full |
The modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, China |
title_fullStr |
The modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, China |
title_full_unstemmed |
The modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, China |
title_sort |
modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in ningbo, china |
publisher |
BMC |
series |
Respiratory Research |
issn |
1465-993X |
publishDate |
2021-05-01 |
description |
Abstract Background Although exposure to air pollution has been linked to many health issues, few studies have quantified the modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo, China. Methods The data of daily incidence of influenza and the relevant meteorological data and air pollution data in Ningbo from 2014 to 2017 were retrieved. Low, medium and high temperature layers were stratified by the daily mean temperature with 25th and 75th percentiles. The potential modification effect of temperature on the relationship between air pollutants and daily incidence of influenza in Ningbo was investigated through analyzing the effects of air pollutants stratified by temperature stratum using distributed lag non-linear model (DLNM). Stratified analysis by sex and age were also conducted. Results Overall, a 10 μg/m3 increment of O3, PM2.5, PM10 and NO2 could increase the incidence risk of influenza with the cumulative relative risk of 1.028 (95% CI 1.007, 1.050), 1.061 (95% CI 1.004, 1.122), 1.043 (95% CI 1.003, 1.085), and 1.118 (95% CI 1.028, 1.216), respectively. Male and aged 7–17 years were more sensitive to air pollutants. Through the temperature stratification analysis, we found that temperature could modify the impacts of air pollution on daily incidence of influenza with high temperature exacerbating the impact of air pollutants. At high temperature layer, male and the groups aged 0–6 years and 18–64 years were more sensitive to air pollution. Conclusion Temperature modified the relationship between air pollution and daily incidence of influenza and high temperature would exacerbate the effects of air pollutants in Ningbo. |
topic |
Influenza Temperature Air pollutants Distributed lag non-linear model (DLNM) Ningbo |
url |
https://doi.org/10.1186/s12931-021-01744-6 |
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