School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong Special Administrative Region, China.
Saw Swee Hock School of Public Health, National University of Singapore, Singapore.
Environ Pollut. 2018 Oct;241:148-154. doi: 10.1016/j.envpol.2018.05.056. Epub 2018 May 25.
While numerous studies worldwide have evaluated the short-term associations of fine and coarse particulate matter (PM) air pollution with mortality and morbidity, these studies may be susceptible to short-term harvesting effect. We aimed to investigate the short-term association between mortality and PM with aerodynamic diameter less than 2.5 μm (PM) and those between 2.5 and 10 μm (PMc) within a month prior to death, and assess the mortality displacement by PM and PMc among elderly population in Hong Kong.
We obtained air pollution data from January 2011 to December 2015 from Environmental Protection Department, and daily cause-specific mortality data from Census and Statistical Department of Hong Kong. We performed generalized additive distributed lag model to examine the acute, delayed and long-lasting effects of PM and PMc within one month on mortality.
We observed a statistically significant association of PM and PMc exposure over lags 0-6 days with all natural mortality and cardio-respiratory mortality. The overall cumulative effect of PM over 0-30 lag days was 3.44% (95% CI: 0.30-6.67%) increase in all natural mortality and 6.90% (95% CI: 0.58-13.61%) increase of circulatory mortality, which suggested the absence of mortality displacement by PM. On the other hand, no significant cumulative association with mortality was found for PMc over 0-30 lag exposure window, and thus mortality displacement by PMc cannot be ruled out. Findings remained robust in various sensitivity analyses.
We found adverse effect of both PM and PMc exposure within one week prior to death. While there was no evidence of mortality displacement in the association of PM exposure over one month prior with all natural and circulatory mortality, mortality displacement by PMc cannot be ruled out. PM may contribute more to the longer term effect of particulate matter than PMc.
虽然全球许多研究都评估了细颗粒物和粗颗粒物 (PM) 空气污染与死亡率和发病率的短期关联,但这些研究可能容易受到短期收获效应的影响。我们旨在研究死亡前一个月内 PM 小于 2.5μm(PM)和 2.5 至 10μm(PMc)与死亡率之间的短期关联,并评估 PM 和 PMc 在香港老年人群中的死亡率置换。
我们从环境局获取了 2011 年 1 月至 2015 年 12 月的空气污染数据,以及香港统计局的每日特定死因死亡率数据。我们使用广义加性分布滞后模型来研究 PM 和 PMc 在一个月内对死亡率的急性、延迟和长期影响。
我们观察到 PM 和 PMc 暴露在 0-6 天滞后期与所有自然死亡和心肺死亡之间存在统计学上显著的关联。PM 在 0-30 天滞后期的总体累积效应为所有自然死亡率增加 3.44%(95%CI:0.30-6.67%),循环死亡率增加 6.90%(95%CI:0.58-13.61%),表明 PM 不存在死亡率置换。另一方面,在 0-30 天滞后暴露窗口内,PMc 与死亡率之间没有显著的累积关联,因此不能排除 PMc 引起的死亡率置换。在各种敏感性分析中,结果仍然稳健。
我们发现,在死亡前一周内,PM 和 PMc 的暴露都有不良影响。虽然在一个月前 PM 暴露与所有自然和循环死亡率的关联中没有发现死亡率置换的证据,但不能排除 PMc 引起的死亡率置换。PM 对颗粒物的长期影响可能比 PMc 更大。