Department of Biostatistics and Epidemiology, Graduate School of Public Health, Seoul National University, Seoul, Republic of Korea; Institute of Health and Environment, Seoul National University, Seoul, Republic of Korea.
Institute of Environmental Medicine, Seoul National University of Medical Research Center, Seoul, Republic of Korea; Environmental Health Center, Seoul National University College of Medicine, Seoul, Republic of Korea.
Sci Total Environ. 2015 Aug 15;524-525:376-83. doi: 10.1016/j.scitotenv.2015.03.137. Epub 2015 Apr 27.
Substantial epidemiologic literature has demonstrated the effects of air pollution and temperature on mortality. However, there is inconsistent evidence regarding the temperature modification effect on acute mortality due to air pollution. Herein, we investigated the effects of temperature on the relationship between air pollution and mortality due to non-accidental, cardiovascular, and respiratory death in seven cities in South Korea. We applied stratified time-series models to the data sets in order to examine whether the effects of particulate matter <10 μm (PM10) on mortality were modified by temperature. The effect of PM10 on daily mortality was first quantified within different ranges of temperatures at each location using a time-series model, and then the estimates were pooled through a random-effects meta-analysis using the maximum likelihood method. From all the data sets, 828,787 non-accidental deaths were registered from 2000-2009. The highest overall risk between PM10 and non-accidental or cardiovascular mortality was observed on extremely hot days (daily mean temperature: >99th percentile) in individuals aged <65 years. In those aged ≥65 years, the highest overall risk between PM10 and non-accidental or cardiovascular mortality was observed on very hot days and not on extremely hot days (daily mean temperature: 95-99th percentile). There were strong harmful effects from PM10 on non-accidental mortality with the highest temperature range (>99th percentile) in men, with a very high temperature range (95-99th percentile) in women. Our findings showed that temperature can affect the relationship between the PM10 levels and cause-specific mortality. Moreover, the differences were apparent after considering the age and sex groups.
大量的流行病学文献已经证明了空气污染和温度对死亡率的影响。然而,对于由于空气污染导致的急性死亡率的温度修正效应,仍存在不一致的证据。在此,我们研究了温度对韩国七个城市非意外、心血管和呼吸死亡导致的空气污染与死亡率之间关系的影响。我们应用分层时间序列模型来分析数据集,以检验温度是否改变了 PM10 对死亡率的影响。首先,通过时间序列模型在每个地点的不同温度范围内量化了 PM10 对每日死亡率的影响,然后通过最大似然法的随机效应荟萃分析汇总了这些估计值。从所有数据集来看,2000 年至 2009 年共登记了 828787 例非意外死亡。在年龄<65 岁的人群中,在极热天气(日平均温度:>第 99 百分位数)时,PM10 与非意外或心血管死亡率之间的总体风险最高。在年龄≥65 岁的人群中,在非常热的天气(日平均温度:95-99 百分位数)而非极热天气时,PM10 与非意外或心血管死亡率之间的总体风险最高。PM10 对非意外死亡率有很强的有害影响,在男性中,最高温度范围(>第 99 百分位数),在女性中,最高温度范围(95-99 百分位数)。我们的研究结果表明,温度会影响 PM10 水平与特定原因死亡率之间的关系,而且在考虑年龄和性别组后,差异明显。