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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Main Authors: Rui Zhang, Yujie Meng, Hejia Song, Ran Niu, Yu Wang, Yonghong Li, Songwang Wang
Format: Article
Language:English
Published: BMC 2021-05-01
Series:Respiratory Research
Subjects:
Online Access:https://doi.org/10.1186/s12931-021-01744-6
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spelling 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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