Characterizing mortality effects of particulate matter size fractions in the two capital cities of the Canary Islands☆
Highlights
► Time-series analysis of particle matter size fractions and mortality were modelled. ► Several lag structures, distributed lag and piecewise lineal models were analyzed. ► At background level fine fraction impact on heart disease mortality was found. ► At high particle levels coarse fraction impact on respiratory mortality was found. ► No evidence of confounding effect between these two particulate fractions was found.
Introduction
Many studies based on time-series analysis of daily mortality have shown a strong and consistent association between particulate matter (PM) and total, cardiovascular and respiratory mortality (Bell et al., 2004, Brunekreef and Holgate, 2002). Most of them have evaluated this association using ambient fine particles (PM2.5) or larger particles (PM10), which have an aerodynamic diameter less than 2.5 or 10 μm, respectively. Nevertheless, most of these studies have been carried out in densely populated or industrial cities, with PM levels dominated by combustion sources (Anderson et al., 2004). Fewer studies have evaluated the association between coarse particles (particles with an aerodynamic diameter between 2.5 and 10 μm; PM10–2.5) and mortality (Castillejos et al., 2000, Brunekreef and Forsberg, 2005, Sandtröm et al., 2005, Sandstrom and Forsberg, 2008).
The objective of the CAS Project (in Spanish, Canarias, Atmósfera y Salud or “the Canary Islands, Atmosphere, and Health”), was to analyze the relation between air pollutants and their short-term health effects in the two Canary capitals. As a part of the project, in the previous paper, some significant association between PM and mortality was observed (López-Villarrubia et al., 2010). Such findings have led to study more comprehensively the size-specific impacts of PM on health. Therefore the results presented in this paper are part of CAS project.
The island factor of the cities of Las Palmas de Gran Canaria and Santa Cruz de Tenerife (approximately 200 km. off the northwest African coast), in addition to the climatic characteristics of the Canary Islands, creates a particular setting that influences the ambient air quality of both cities. The predominance of the trade winds, which blow almost constantly from May to October, facilitates the dispersion of primary pollutants over the ocean from these urban environments, whereas the proximity to the Western Coast of Morocco and the Sahara Desert promotes the seasonality arrival of natural particulate matter on the islands (Bergametti et al., 1989, Gobierno de Canarias, 2008), leading to high concentrations not only of PM10, but also of PM2.5 (Viana et al., 2002, Querol et al., 2004, Claiborn et al., 2000). Mineral dust input contributes around 10 μg/m3 of PM to the annual PM10 average background in these cities and 3.7 μg/m3 to PM2.5 (López-Villarrubia et al., 2008). These special features offer an ideal opportunity to analyze the effect on daily mortality of each of the PM size fractions in these two Canary Island cities.
Therefore, in the population and among health professionals there is a perception of the negative effects of particulate matter on health, but until now this issue has not been addressed from the epidemiological point of view.
The main objective of the present study was to assess the acute effects of PM10, PM2.5 and PM10–2.5 on the increased risk of daily mortality due to (1) all causes, (excluding accidents and injuries), (2) respiratory and (3) heart disease mortality in residents in Las Palmas de Gran Canaria (L/P de Gran Canaria) and Santa Cruz de Tenerife (S/C de Tenerife) during the period 2001 to 2004. In order to examine this association, various modelling issues which are still of great interest in epidemiological studies, have been addressed: (1) the question of PM size-specific impact assessment, (2) the potential confounding of PM effects by co-pollutants, (3) the temporal relationship between exposure and effect (lagged and cumulative effect), (4) the shape of the concentration-response curve, and (5) the possibility of a non-linear association.
Section snippets
Methods
L/P de Gran Canaria and S/C de Tenerife are located in the northeastern areas of the islands of Gran Canaria and Tenerife, respectively. Although they share general climatic features, their specific environments define certain differences between them. The city of L/P de Gran Canaria, with a population of approximately 374,000 inhabitants, is located largely on an isthmus. This allows free circulation of the northeast trade winds, thus providing regular dispersive conditions. Road traffic is
Data description
Table 1 summarizes the distribution of daily levels of air pollutants, meteorological variables, and mortality count data from January 1, 2001 to December 31, 2004 in the two cities, with days limited to restricted PM series (below values stated in methods Section 2.2). A total of 13,117 deaths in L/P de Gran Canaria and 7745 in S/C de Tenerife were recorded for the analysis. The mean daily mortality counts for all natural causes were 7.4 in L/P de Gran Canaria, and 4.4 in S/C de Tenerife.
PM10
Discussion
The results of this study suggest the existence of a short-term association spreading over several succeeding days between the PM size fractions and the risk of mortality for both heart and respiratory diseases during 2001 to 2004. The effect-size estimate was higher for respiratory mortality than for heart disease mortality and this in turn was higher than for total mortality in both cities. These findings are in line with the results of previous studies (Zanobetti and Schwartz, 2009, Ostro et
Conclusions
This study provides the first epidemiological evidence that in the two capital cities of The Canary Islands, current levels of both coarse and fine particulate matter are associated with an increase in mortality risk. The results suggest that PM2.5 presents a higher impact on heart disease mortality whereas increases in PM10–2.5 are related to respiratory mortality risk increase. The results of two-pollutant models also support the possible specificity of this effect. Spline curves are quite
Acknowledgment
This study was funded by the Fundación Canaria de Investigación y Salud (FUNCIS) PI 57/05.
References (70)
- et al.
Air pollution and health
Lancet
(2002) - et al.
Heart rate variability associated with particulate air pollution
Am. Heart J.
(1999) - et al.
Specification and origin of PM10 and PM2.5 in Spain
J. Aero. Sci.
(2004) - et al.
Influence of African dust on the levels of atmospheric particulates in the Canary Island air quality network
Atmosph. Environ.
(2002) - et al.
GAMs with integrated model selection using penalized regression splines and applications to environmental modelling
Ecol. Modelling
(2002) - et al.
Meta-analysis of time series studies and panel studies of particulate matter (PM) and Ozone (O3)
(2004) - et al.
Involvement of microbial components and toll-like receptors 2 and 4 in cytokine responses to air pollution particles
Am. J. Respir. Cell. Mol. Biol.
(2002) - et al.
The exposure–response curve for ozone and risk of mortality and the adequacy of current regulations
Environ. Health Perspect.
(2006) - et al.
Time-series studies of particulate matter
Annu. Rev. Public Health
(2004) - et al.
African dust observed over Canary Islands: source-regions identification and transport pattern for some summer situations
J. Geophys. Res.
(1989)
The lag structure between particulate air pollution and respiratory and cardiovascular deaths in 10 US cities
J. Occup. Environ. Med.
Transitional regression models, with application to environmental time series
JASA
Epidemiological evidence of effects of coarse airborne particles on health
Eur. Respir. J.
Association between particulate and gas-phase components of urban air pollution and daily mortality in eight Canadian cities
Inh. Toxicol.
Airborne coarse particles and mortality
Inh. Toxicol.
Effect of the fine fraction of particulate matter versus the coarse mass and other pollutants on daily mortality in Santiago
Chile J. Air Waste Manage Assoc.
Windblown dust contributes to high PM2.5 concentrations
J. Air Waste Manage Assoc.
Estimating particulate matter-mortality dose-response curves and threshold levels: an analysis of daily time-series for the 20 U.S. largest cities
Am. J. Epidemiol.
Epidemiologic evidence of cardiovascular effects of particulate air pollution
Environ. Health Perspect.
Air pollution and mortality: estimating regional and national dose-response relationships
J. Am. Stat. Assoc.
Daily mortality and air pollution in Santa Clara County, California: 1989–1996
Environ. Health Perspect
The role of particle composition on the association between PM2.5 and mortality
Epidemiology
Ambient pollution and heart rate variability
Circulation
Effects of particulate air pollution on blood pressure and heart rate in subjects with cardiovascular disease: a multicenter approach
Environ. Health Perspect.
A personal sampling of particles in adults: relation among personal, indoor, and outdoor air concentrations
Am. J. Epidemiol.
Differentiating the effects of fine and coarse particles on daily mortality in Shanghai
China Environ. Int
Air pollution, oxidative stress, and allergic response
Lancet
Is daily mortality associated specifically with fine particles? Data reconstruction and replication of analyses
J. Air Waste Manag. Assoc.
Association of fine particulate matter from different sources with daily mortality in six U.S. cities
Environ. Health Perspect.
Daily variation of particulate air pollution and poor cardiac autonomic control in the elderly
Environ. Health Perspect
Air pollution and community health: a critical review and data sourcebook
Cited by (0)
- ☆
Ethics were not required for this study because only aggregated and denominalized data were obtained.