寒潮对PM2.5中抗性基因ermB与下呼吸道感染住院风险关联的效应修饰作用研究

    Effect modification of cold spells on the association between the antibiotic resistance gene ermB in PM2.5 and hospitalization for lower respiratory infections

    • 摘要:
      目的 ermB基因是介导大环内酯类抗生素耐药的关键基因, 可能增加呼吸道感染风险并影响临床疗效, 本研究旨在探讨寒潮对大气细颗粒物(fine particulate matter, PM2.5)中蛋鸡养殖场来源的抗性基因ermB与下呼吸道感染住院风险关联的效应修饰作用。
      方法 收集北京市2016-2018年逐日下呼吸道感染住院人数以及PM2.5中抗性基因ermB浓度、空气污染物浓度与气象资料。寒潮定义为日均温度低于研究期间第5百分位数(-3.6℃)且持续2天及以上。基于时间序列模型, 构建ermB基因浓度与寒潮的交互项, 在冷季(11月至次年3月)采用准泊松回归模型, 控制日均温度、日均相对湿度、空气污染物等变量, 估算寒潮对PM2.5ermB基因与下呼吸道感染住院风险关联的效应修饰作用。
      结果 2016-2018年冷季北京市下呼吸道感染日均住院人次M(P25, P75)为341(169, 389)人次。寒潮日ermB基因浓度(中位数为0.005 0 copies/m3)低于非寒潮日(中位数为0.007 7 copies/m3), 差异有统计学意义(Z=4.97, P < 0.001)。在非寒潮日, PM2.5中的ermB基因浓度与下呼吸道感染住院风险的关联无统计学意义。在寒潮日, 人群中下呼吸道感染住院风险的单日滞后效应, 只在lag1 d有风险, PM2.5ermB基因浓度每增加一个四分位数间距(0.003 2 copies/m3), 下呼吸道感染的住院风险增加27%(95%CI: 2%~57%), 多日累积暴露分析发现随着累积天数的增加, 寒潮日ermB基因的住院风险呈现逐渐增强的趋势, lag06 d达到峰值, ermB暴露引起的相对危险度(relative risk, RR)升高至1.46(95%CI: 1.05~2.04), 且这两个风险估计值与非寒潮日的差异均具有统计学意义(z分别是2.19和2.04, P < 0.05)。亚组分析结果显示, 寒潮日PM2.5中的ermB基因仅对女性和≥65岁老年人群住院风险的影响有统计学意义。单日滞后(lag1 d)寒潮日, 女性的住院风险RR为1.34(95%CI: 1.08~1.67), 65~74岁人群的RR为1.29(95%CI: 1.00~1.66), 75岁及以上人群的RR为1.27(95%CI: 1.03~1.55)。滑动滞后(lag06 d)寒潮日女性的RR为1.55(95%CI: 1.11~2.17), 65~74岁人群的RR为1.62(95%CI: 1.09~2.41)。
      结论 寒潮增强了PM2.5中抗性基因ermB与下呼吸道感染住院风险的关联性, 尤其对女性和≥65岁老年人群影响更大。

       

      Abstract:
      Objective The ermB gene is a key mediator of macrolide antibiotic resistance that may increase the risk of respiratory infections and affect clinical efficacy.This study aims to explore the effect modification of cold spells on the association between the antibiotic resistance gene ermB-originating from layer farms and carried by fine particulate matter (PM2.5)-and the risk of hospitalization for lower respiratory infections (LRIs).
      Methods Daily data on LRI-induced hospitalizations, concentrations of the antibiotic resistance gene ermB in PM2.5, air pollutant levels, and meteorological variables were collected in Beijing, China, from 2016 to 2018.A cold spell was defined as a period with a daily mean temperature below the 5th percentile (-3.6℃) during the study period, lasting at least two consecutive days.Using a time-series model with an interaction term between ermB concentration and cold spells, quasi-Poisson regression was applied during the cold seasons (November to March of the following year) to estimate the effect modification of cold spells on the association between ermB in PM2.5 and risk of LRI-induced hospitalizations, adjusting for daily mean temperature, relative humidity, air pollutants, and other variables.
      Results During the cold seasons from 2016 to 2018, the daily M(P25, P75) value for LRIs in Beijing was 341(169, 389).The median concentration of ermB on cold-spell days was 0.005 0 copies/m3, which was significantly lower than that on non-cold-spell days (0.007 7 copies/m3; Z=4.97, P < 0.001).On non-cold-spell days, no significant association was observed between ermB concentration in PM2.5 and the risk of LRI-induced hospitalizations.On cold-spell days, a single-day lag effect (lag1 d) showed that each interquartile range (0.003 2 copies/m3) increase in ermB concentration was associated with a 27% increase in the risk of LRI-induced hospitalizations (95% confidence intervalCI: 2%-57%).Cumulative exposure analysis over multiple days indicated that the hospitalization risk associated with ermB on cold-spell days increased progressively with longer accumulation periods, peaking at lag06 d, where the relative risk (RR) rose to 1.46(95%CI: 1.05-2.04).Both risk estimates differed significantly from those on non-cold-spell days (Z=2.19 and 2.04, respectively; P < 0.05).Subgroup analyses showed that on cold-spell days, ermB in PM2.5 significantly increased hospitalization risk only among females and individuals aged ≥65 years.At lag1 d, RRs were 1.34(95%CI: 1.08-1.67) for females, 1.29(95%CI: 1.00-1.66) for those aged 65-74, and 1.27(95%CI: 1.03-1.55) for those aged ≥75.At lag06 d, RRs were 1.55(95%CI: 1.11-2.17) for females and 1.62(95%CI: 1.09-2.41) for those aged 65-74.
      Conclusion Cold spells enhance the association between the antibiotic resistance gene ermB in PM2.5 and the risk of LRI-induced hospitalizations, with a more pronounced effect among females and individuals aged ≥65 years.

       

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