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Short-term effects of ozone on out-of-hospital coronary
deaths: a case-crossover analysis in Tuscany
D. Nuvolone1, D. Balzi1,2, M. Chini3, D. Scala3, F. Giovannini3, A. Barchielli1,2
1. Epidemiology Unit, Regional Agency for Public Health of Tuscany (ARS), Italy.2. Epidemiology Unit, Local Health Unit 10 – Florence, Italy. 3. CRTQA, Regional Agency for Environmental Protection of Tuscany (ARPAT), Italy
EuroEpi2010 - Epidemiology and Public Health in Evolving Europe - Daniela Nuvolone November 8th, 2010
Air Quality Data
Meteorological Data
Objectives
Analyse the short-term effects of ozone on out-of-hospital coronary deaths in Tuscany (Italy), 2002-2005
RMR - Regional Mortality Registry ICD-9 410-414Hospital discharge DB
SIRA - Regional Environmental Information SystemDaily values: O3 - PM10 – NO2 – CO
Monitoring sites managed by ARPAT and SIAN (National Agricultural Information System) Daily values : Temperature – Relative humidity
Health Data
EuroEpi2010 - Epidemiology and Public Health in Evolving Europe - Daniela Nuvolone November 8th, 2010
Air quality data: identification of six homogeneous urban areas (2002-2005)
1. Selection of monitoring sites: “urban background” and “traffic” sites with annual mean value ofCO<0,8 mg/m3
2. Correlation analysis between sites to define areas with plausible homogeneous air quality levels (Pearson’s coefficients>0.5)
5 sites: PratoPrato municipality
2 sites: PistoiaPistoia municipality
7 sites: Pisa-Cascina-Pontedera-Livorno-Viareggio
Pisa-Livorno area
3 sites: Lucca – Capannori-Montecatini Terme
Lucca area
7 sites: Firenze-Calenzano-Scandicci-Signa
Florence metropolitan area
3 sites: ArezzoArezzo municipality
Definition of a UNIQUE DAILY VALUE
for each AREA
HealthHealth DataData
Selection of cases based on residence municipality(42% of total residents in Tuscany region)
EuroEpi2010 - Epidemiology and Public Health in Evolving Europe - Daniela Nuvolone November 8th, 2010
Statistical analyses
1. Case-crossover study design: selection of controls according to time-stratified method
2. OR estimates by means of conditional logistic regression models
Time-dependent confounding variables
3. Area-specific analyses of the associations between out-of-hospital events and ozone levels, at different lag(lag0, 0-1, 0-2, 0-3, 0-4, 0-5, 3-5)
4. Area-specific stratified analyses by gender, age, chronic conditions(susceptibility analysis using hospital admissions in the previous 3 years)
5. Area-specific analyses of bipollutant models
6. Meta-analyses (random effect) of area-specific results
population decrease during summer holidaysinfluenza epidemicsholidaysapparent temperature (piecewise linear spline)
EuroEpi2010 - Epidemiology and Public Health in Evolving Europe - Daniela Nuvolone November 8th, 2010
Air Quality Data
0.69
0.61
0.51
1.02
0.57
0.61
SD
0.99
0.86
1.04
1.28
0.91
1.10
Mean
CO mg/m3
18.8439.7222.8633.9326.8794.90Prato
15.5432.8926.2935.9626.50106.21Pistoia
12.5933.5417.5040.6819.1397.42Pisa-Livorno
14.2128.5218.7436.27--Lucca
16.9538.2719.5738.4724.8397.20Firenze
10.3339.3011.5628.1523.9893.58Arezzo
SDMeanSDMeanSDMean
NO2 μg/m3PM10 μg/m3O3 μg/m3 *Areas
* April-September
EuroEpi2010 - Epidemiology and Public Health in Evolving Europe - Daniela Nuvolone November 8th, 2010
1002,1831,530Total
8,819385Prato
8,1177181Pistoia
31,7692407Pisa-Livorno
11,5252182Lucca
35,7779580Florence metropolitan
4,19095Arezzo
%No
Events*Inhabitants(thousands)
Area
* April-September
Health Data
EuroEpi2010 - Epidemiology and Public Health in Evolving Europe - Daniela Nuvolone November 8th, 2010
1,950Peripheral artery diseases
3,479Stroke
11,3262Cardiac diseases hospitalizations
2,258Chronic renal failure
7,2168Chronic heart failure
4,9114Arrhythmias
9,0204AMI
8,5203Ischemic heart diseases
2,049COPD
5,0122Hypertension
3,683Diabetes
Specific chronic conditions
77,31700≥75
22,7483<75
Age (y)
49,31070Females
50,71113Males
Sex
%N
Distribution of events by gender, age, and chronic conditions
EuroEpi2010 - Epidemiology and Public Health in Evolving Europe - Daniela Nuvolone November 8th, 2010
LAG
OR
0,850
0,900
0,950
1,000
1,050
1,100
1,150
0 1 2 3 4 5 0-2 0-5 3-5
Pooled resultsAssociations between ozone and out-of-hospital coronary deaths at different lag patterns: OR and 95% confidence intervals, relative to a 10μg/m3 O3 increase Years 2002– 2005.
EuroEpi2010 - Epidemiology and Public Health in Evolving Europe - Daniela Nuvolone November 8th, 2010
Ischemic heart diseases
OR
Stratified Analyses Results (lag 0-5)Associations between ozone and out-of-hospital coronary deaths: OR and 95% confidence intervals, relative to a 10μg/m3 O3 increase Years 2002– 2005
0,800
0,900
1,000
1,100
1,200
1,300
1,400
1,500
<75 >=75 Males Females Yes
GenderAge group
EuroEpi2010 - Epidemiology and Public Health in Evolving Europe - Daniela Nuvolone November 8th, 2010
Bipollutant Models Results (lag 0-5)
0,850
0,900
0,950
1,000
1,050
1,100
1,150
1,200
1,250
Base model Model with CO lag0-5 Model with NO2 lag0-5 Model with PM10 lag0-5
OR
EuroEpi2010 - Epidemiology and Public Health in Evolving Europe - Daniela Nuvolone November 8th, 2010
Conclusions
Our study adds further evidence to the acute adverse health effects of ozone.
Our results suggest the presence of more susceptible groups of populations, mainly females and subjects with previous hospital admissions for ischemic heartdiseases.
Ozone risk estimates do not vary after adjusting for the effects of other pollutantsand temperature.
As observed in other studies, the adverse CV effects are found at pollutants levels lower than EU current standards