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Time Series Analysis Of Premature Rupture Of Membranes And Air Pollutants In A Hospital Of Hefei From 2017 To 2019

Posted on:2022-03-23Degree:MasterType:Thesis
Country:ChinaCandidate:P R WangFull Text:PDF
GTID:2491306515480474Subject:Obstetrics and gynecology
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Objective:To learn about the occurrence of premature rupture of membranes(PROM)in the Maternal and Child Health Hospital Affiliated to Anhui Medical University,air pollutants,and meteorological conditions in Hefei from 2017 to 2019.The purpose of this study was to investigate the acute effects of air pollutants on the occurrence of PROM.Methods:From 2017 to 2019,46338 women with single pregnancy who delivered in the hospital were collected,and 10042 of them had PROM.The data of six air pollutants including PM2.5,PM10,SO2,CO,NO2,O3at 10 monitoring points in the same period in Hefei were provided from the Hefei Center for Disease Control and Prevention.Daily meteorological data of Hefei,including air pressure,temperature,humidity and wind speed,were provided by China Meteorological Data Network.The data of pregnant women,air pollutants and meteorological data with daily PROM were analyzed statistically.The General Additive Model(GAM)of time series analysis method was used to analyze the association between the exposure of various air pollutants and the number of PROM cases occurring every day.Result:1.The general information of the motherFrom 2017 to 2019,a total of 46,338 singleton pregnant women were hospitalized and delivered in the hospital,of which 10,042 cases(21.67%)had PROM.The incidence of PROM was different in pregnant women with different ages,different gestational times and delivery times(P<0.001).Pregnant women with PROM delivered fetuses of different genders,and the difference was not statistically significant(P=0.246).The proportion of preterm PROM was significantly higher than that of full-term PROM(P<0.001).The proportion of PROM in warm conception season was slightly higher than that in cold season,and the difference was not statistically significant(P=0.916).The proportion of PROM in pregnant women in the cold season of delivery was slightly higher than that in warm season(P<0.001).2.Air pollutants and meteorological data resultsFrom 2017 to 2019,the annual average daily concentration of PM2.5,PM10,SO2,CO,NO2and O3in Hefei were 48.85μg/m3,73.67μg/m3,8.39μg/m3,0.83mg/m3,44.28μg/m3and 99.17μg/m3respectively.In warm season,the average daily concentration of PM2.5,PM10,SO2,CO,NO2and O3were 32.95μg/m3,60.77μg/m3,7.22μg/m3,0.73mg/m3,36.31μg/m3and 123.89μg/m3respectively.In cold season,the average daily concentration of PM2.5,PM10,SO2,CO,NO2and O3were 65.02μg/m3,86.79μg/m3,9.58μg/m3,0.94mg/m3,52.39μg/m3,74.04μg/m3respectively.The daily average pressure,temperature,humidity and wind speed in Hefei were respectively1012.09 h Pa,16.87℃,76.11%and 2.01m/s.3.Single pollutant modelAmong the effects of various pollutants on the number of daily occurrence of PROM,the strongest lag effect of PM2.5was in 2 day,that is,the occurrence of PROM increased by 0.16%(ER=0.16,95%CI:0.08-0.25)for per 10 unit increase of PM2.5concentration.The strongest lag effect of PM10was in the day of outcome,and the number of PROM cases increased by 0.14%(ER=0.14,95%CI:0.06-0.21)for per 10unit increase of PM10concentration.The strongest lag effect of SO2was in 5 day,and the number of PROM cases increased by 0.85%(ER=0.85,95%CI:0.14-1.62)for per 10unit increase of SO2concentration.The strongest lag effect of NO2was in 5 day,that is,the occurrence of PROM increased by 0.15%(ER=0.15,95%CI:0.02-0.28)for per 10unit increase of NO2concentration.The hysteresis effect of CO and O3on PROM was not statistically significant during the 7 days.4.Multi-pollutant modelWhen PM10and O3were respectively included in the SO2single pollutant model,the effect of SO2on PROM was higher than that of the single pollutant model.When CO and PM2.5were respectively included,the effect of SO2on PROM decreased compared with the single pollutant model.When PM10and CO were respectively included in the NO2single pollutant model,the effect of NO2on PROM was higher than that of the single pollutant model.When PM2.5and O3were respectively included,the effect of NO2on PROM decreased compared with the single pollutant model.5.Hierarchical analysisAccording to the seasonal stratification analysis of perinatal gender and PROM occurrence,PROM was more affected by the increase of PM2.5,PM10,CO,NO2concentration in the cold season.In warm season,PROM was susceptible to SO2and O3.The increase of PM10、SO2、CO、NO2、O3concentration had a strong effect on the occurrence of PROM in pregnant women delivering male perinatal infants.Conclusion:PM2.5,PM10,SO2and NO2had acute exposure and lag effects on the occurrence of PROM.Pregnant women were more likely to develop PROM under the influence of air pollutants in cold season.Male perinatal infants delivered by pregnant women with PROM were more susceptible to acute exposure to contaminants.
Keywords/Search Tags:Air pollution, Premature rupture of membranes, Time series analysis, Generalized additive model
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