Department of Epidemiology, Lazio Region Health Service/ASL Roma 1, 00147 Rome, Italy.
Division of Integrated Systems for Health, Social Assistance and Welfare, Italian National Institute of Statistics, 00184 Rome, Italy.
Int J Environ Res Public Health. 2021 Dec 7;18(24):12895. doi: 10.3390/ijerph182412895.
Short-term exposure to particulate matter (PM) has been related to mortality worldwide. Most evidence comes from studies conducted in major cities, while little is known on the effects of low concentrations of PM and in less urbanized areas. We aim to investigate the relationship between PM and all-cause mortality at national level in Italy.
Daily numbers of all-cause mortality were collected for all 8092 municipalities of Italy, from 2006 to 2015. A satellite-based spatiotemporal model was developed to estimate daily PM (inhalable particles) and PM (fine particles) concentrations at 1-km resolution. Multivariate Poisson regression models were fit to estimate the association between daily PM and mortality at province level, and then, results were pooled with a random-effects meta-analysis. Associations were estimated by combination of age and sex and degree of urbanization of the municipalities. Flexible functions were estimated to explore the shape of the associations at low PM concentrations.
We analyzed 5,884,900 deaths (40% among subjects older than 85 years, 60% occurring outside the main urban areas). National daily mean (interquartile range) PM and PM concentrations were 23 (14) μg/m and 15 (11) μg/m, respectively. Relative increases of mortality per 10 μg/m variation in lag 0-5 (average of last six days since death) PM and PM were 1.47% (95% Confidence Intervals (CI): 1.15%, 1.79%) and 1.96% (1.33%, 2.59%), respectively. Associations were highest among elderly and women for PM only, similar between rural and urbanized areas, and were present even at low concentrations, e.g., below WHO guidelines.
Air pollution was robustly associated with peaks in daily all-cause mortality in Italy, both in large cities and in less urbanized areas of Italy. Current WHO Air Quality Guidelines (2021) for PM and PM are not sufficient to protect public health.
短期暴露于颗粒物(PM)已被证明与全球范围内的死亡率有关。大多数证据来自于在主要城市进行的研究,而对于低浓度 PM 的影响以及在欠发达地区的情况则知之甚少。我们旨在研究 PM 与意大利全国范围内全因死亡率之间的关系。
收集了 2006 年至 2015 年意大利所有 8092 个城市的全因死亡率逐日数据。利用基于卫星的时空模型,以 1 公里的分辨率估算每日 PM(可吸入颗粒物)和 PM(细颗粒物)浓度。在省级水平上,利用多变量泊松回归模型拟合每日 PM 与死亡率之间的关联,然后利用随机效应荟萃分析对结果进行汇总。通过组合城市的年龄、性别和城市化程度来估计关联。利用灵活函数来探索低 PM 浓度下关联的形状。
我们分析了 5884900 例死亡(40%发生在 85 岁以上人群中,60%发生在主要城市以外地区)。全国每日平均(四分位距)PM 和 PM 浓度分别为 23(14)μg/m 和 15(11)μg/m。在滞后 0-5 天(距死亡最近的六天内的平均值),PM 和 PM 每 10μg/m 变化的死亡率相对增加率分别为 1.47%(95%置信区间(CI):1.15%,1.79%)和 1.96%(1.33%,2.59%)。PM 仅与老年人和女性之间的关联最强,农村地区和城市化地区之间的关联相似,即使在低浓度下也存在关联,例如低于世界卫生组织(WHO)空气质量指南(2021)的浓度。
在意大利,空气污染与每日全因死亡率的峰值之间存在显著关联,无论在大城市还是意大利欠发达地区均如此。目前世界卫生组织(WHO)的 PM 和 PM 空气质量指南(2021)不足以保护公众健康。