Giannini Simone, Baccini Michela, Randi Giorgia, Bonafè Giovanni, Lauriola Paolo, Ranzi Andrea
Environmental Health Reference Centre, Regional Agency for Environmental Protection and Energy of Emilia-Romagna, Via Begarelli 13, 41121, Modena, Italy.
Department of Statistics, University of Bologna, Bologna, Italy.
Environ Health. 2017 Feb 22;16(1):13. doi: 10.1186/s12940-017-0213-9.
Epidemiological evidences support the existence of an effect of airborne particulate on population health. However, few studies evaluated the robustness of the results to different exposure assessment approaches. In this paper, we estimated short term effects and impacts of high levels of particulate matter with aerodynamic diameter ≤10 μm (PM) and ≤2.5 μm (PM) in the Emilia-Romagna region (Northern Italy), one of the most polluted areas in Europe, in the period 2006-2010, and checked if the results changed when different exposure definitions were used.
Short-term impact of particles on population mortality was assessed, both considering the 9 provincial capitals of the Emilia-Romagna and the region as a whole. We estimated the effects of PM and PM on natural mortality by combining city-specific results in a Bayesian random-effects meta-analysis, and we used these estimates to calculate impacts in terms of attributable deaths. For PM, we considered different definitions of exposure, based on the use of the air pollutant levels measured by different monitoring stations (background or traffic monitors) or predicted by a dispersion model.
Annual average concentrations of PM and PM exceeding the WHO limits of 20 and 10 μg/m were respectively responsible for 5.9 and 3.0 deaths per 100 000 inhabitants per year in the provincial capitals, during the period 2006-2010. The total impact in the region in 2010 amounted to 4.4 and 2.8 deaths per 100 000 for PM and PM, respectively. The impact estimates for PM did not substantially change when the exposure levels were derived from background or traffic monitoring stations, or arose from the dispersion model, in particular when the counterfactual value of 20 μg/m was considered. The effect estimates appeared more sensitive to the exposure definition.
A reduction in particle concentrations could have produced significant health benefits in the region. This general conclusion did not change when different exposure definitions were used, provided that the same exposure assessment approach was used for both effect and impact estimations. Caution is therefore recommended when using effect estimates from the literature to assess health impacts of air pollution in actual contexts.
流行病学证据支持空气中颗粒物对人群健康有影响。然而,很少有研究评估不同暴露评估方法下结果的稳健性。在本文中,我们估计了2006 - 2010年期间意大利北部污染最严重的地区之一艾米利亚 - 罗马涅大区空气中空气动力学直径≤10μm(PM₁₀)和≤2.5μm(PM₂.₅)的颗粒物的短期影响和作用,并检验了使用不同暴露定义时结果是否会改变。
评估颗粒物对人群死亡率的短期影响,既考虑了艾米利亚 - 罗马涅大区的9个省会城市,也考虑了整个大区。我们通过贝叶斯随机效应荟萃分析将特定城市的结果相结合,估计了PM₁₀和PM₂.₅对自然死亡率的影响,并使用这些估计值计算归因死亡方面的影响。对于PM₁₀,我们基于不同监测站(背景或交通监测站)测量的空气污染物水平或扩散模型预测的水平,考虑了不同的暴露定义。
在2006 - 2010年期间,省会城市中PM₁₀和PM₂.₅的年平均浓度超过世界卫生组织20μg/m³和10μg/m³的限值,分别导致每10万居民每年5.9例和3.0例死亡。2010年该地区PM₁₀和PM₂.₅的总影响分别为每10万居民4.4例和2.8例死亡。当暴露水平源自背景或交通监测站,或来自扩散模型时,尤其是考虑20μg/m³的反事实值时,PM₁₀的影响估计值没有实质性变化。效应估计值似乎对暴露定义更敏感。
颗粒物浓度的降低可能会给该地区带来显著的健康益处。当使用不同的暴露定义时,这一总体结论并未改变,前提是在效应和影响估计中使用相同的暴露评估方法。因此,在使用文献中的效应估计值来评估实际环境中空气污染的健康影响时,建议谨慎行事。