Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts 02215, USA.
Environ Health Perspect. 2012 Jul;120(7):965-70. doi: 10.1289/ehp.1104660. Epub 2012 Mar 28.
Epidemiologic studies have reported associations between fine particles (aerodynamic diameter ≤ 2.5 µm; PM2.5) and mortality. However, concerns have been raised regarding the sensitivity of the results to model specifications, lower exposures, and averaging time.
We addressed these issues using 11 additional years of follow-up of the Harvard Six Cities study, incorporating recent lower exposures.
We replicated the previously applied Cox regression, and examined different time lags, the shape of the concentration-response relationship using penalized splines, and changes in the slope of the relation over time. We then conducted Poisson survival analysis with time-varying effects for smoking, sex, and education.
Since 2001, average PM2.5 levels, for all six cities, were < 18 µg/m3. Each increase in PM2.5 (10 µg/m3) was associated with an adjusted increased risk of all-cause mortality (PM2.5 average on previous year) of 14% [95% confidence interval (CI): 7, 22], and with 26% (95% CI: 14, 40) and 37% (95% CI: 7, 75) increases in cardiovascular and lung-cancer mortality (PM2.5 average of three previous years), respectively. The concentration-response relationship was linear down to PM2.5 concentrations of 8 µg/m3. Mortality rate ratios for PM2.5 fluctuated over time, but without clear trends despite a substantial drop in the sulfate fraction. Poisson models produced similar results.
These results suggest that further public policy efforts that reduce fine particulate matter air pollution are likely to have continuing public health benefits.
流行病学研究报告称,细颗粒物(空气动力学直径≤2.5 µm;PM2.5)与死亡率之间存在关联。然而,人们对结果的敏感性、较低的暴露水平和平均时间提出了担忧。
我们使用哈佛六城市研究的额外 11 年随访数据来解决这些问题,同时纳入了最近的低暴露水平。
我们复制了之前应用的 Cox 回归分析,并检查了不同的时间滞后、使用惩罚样条的浓度-反应关系的形状,以及关系斜率随时间的变化。然后,我们进行了泊松生存分析,其中吸烟、性别和教育的影响随时间变化。
自 2001 年以来,所有六个城市的 PM2.5 平均水平均<18 µg/m3。PM2.5 每增加 10 µg/m3(PM2.5 上一年的平均值),全因死亡率的调整风险增加 14%(95%置信区间:7,22),心血管疾病和肺癌死亡率分别增加 26%(95%置信区间:14,40)和 37%(95%置信区间:7,75)。浓度-反应关系呈线性,直至 PM2.5 浓度达到 8 µg/m3。PM2.5 的死亡率比值随时间波动,但尽管硫酸盐含量大幅下降,仍没有明显趋势。泊松模型得出了类似的结果。
这些结果表明,进一步减少细颗粒物空气污染的公共政策努力可能会继续带来公共卫生效益。