Title: Arsenic and Nonmelanoma Skin Cancer in Slovakia
1Arsenic and Nonmelanoma Skin Cancer in Slovakia
- Beate Pesch
- Environmental Health Research Institute, Germany
2Part of the EU-funded Project EXPASCAN
Exposure to Arsenic and Cancer in Central
Eastern Europe
- www.icconsultants.co.uk/EXPASCAN.html
3PARTNERS Imperial College IC Consultants,
London, UK State Health Institutes, Prievidza,
Bankska Bystrica, SK Institute of Hygiene and
Epidemiology, Prague, CZ Environmental Health
Research Institute, Duesseldorf, D University of
Cluj, RO
4Objective
- Estimation of the risk of environmental arsenic
exposure from power plant emissions for
non-melanoma skin cancer (NMSC)
5Estimation of the risk of environmental arsenic
exposure
- Choose study design(s)
- Assess exposure
- Estimate risk
- Discuss confounders
6Arsenic and arsenic compounds
- Environmental Health Criteria (EHC) 2nd
edition, 224 2001 - WHO, Geneva
- www.inchem.org
7Estimate by Distance to the Power Plant
- Environmental As exposure
- NMSC incidence
- Associate As exposure with NMSC risk control
for covariates
8ENO Power Plant (Slovakia)
9Environmental Arsenic Exposure
- Historical As exposure
- Air pollution modelling
- (Colvile et al. 2001)
- Current As exposure
- Measurement of As in soil, house dust
- (Keegan et al. 2002)
-
10Arsenic Emissions (tons/year) of the ENO Power
Plant, Slovakia
200
As t/a
100
0
1953
1960
1970
1980
1990
1999
Year
11(No Transcript)
12Arsenic (mg/g) in soil 1999 by distance from the
plant Distance N Median Min Max lt 5 km
40 41 14 134 5-10 km 102 23 9
139 gt10 km 68 20 10 53
13(No Transcript)
14(No Transcript)
15Cancer Incidence Analysis
- Prievidza district versus Slovakia
- Within Prievidza district by distance to the
plant
16Comparative Incidence Figures (CIF) Prievidza
district versus Slovakia 1975-84
- All malignancies 1.1
- NMSC 1.6
- Lung cancer 1.0
- Bladder cancer 0.9
17 CIF by Distance to the Power Plantcutoff 7.5
km 1977-1991
- Basal cell carcinoma 1.6Squamous cell ca.
1.6 - Lung cancer 1.0
- Bladder cancer 1.1
18SIR NMSC (1996-1999)by Distance to the Plant
- lt5km 5-10 km gt10km
- Reference
- District 1.2 1.1 0.8
- 0.9- 1.6 1.0-1.3 0.6-0.9
- Slovakia 1.6 1.5 1.0
- 1.2- 2.2 1.3-1.7 0.9-1.3
19Population-based Case-Control Study
- 264 NMSC cases (1996-99)response rate 80
- 286 population controls
- response rate 72
- Matching by sex, age
20Statistical Power
- ? 5 one-sided
- ? 20 (power 80)
- controls exposed to As10
- N cases 264
- N controls 286
- RR to be detected gt 1.9
21NMSC Risk Estimation
- Logistic regression
- conditional on age, genderOdds Ratio (OR),
95 CI - Potential confounders occupational As exposure
- smoking
22Occupational As exposure (Job-Exposure Matrix)
23Cigarette Smoking
24Skin Type UV Exposure
25Fresh Vegetables Fruits
26Exposure Assessment and Risk Estimationfor
Environmental Arsenic
- Dietary habits
- Residential history
27Arsenic Exposurefrom Dietary Habits
- AsNut1 S w(f ) I(f) 25 food items f
w(f) food frequencies I(f) annual As
intake - AsNut2 AsNut1 s if self-support s 2,
else 1
28Arsenic Exposure with Dietary Habits
29As Exposurefrom Residential Data
- AsRes1 S E(t) w(d(t),t)
- for all places of residenceE(t) annual
emissionw(d(t),t) immission weight
30Correction of spatial selection bias for
distance-related variables AsRes
- (1) Random re-sampling of controls SAS
Surveyselect - (2) Bootstrap method OR, 95 CI for
R800 re-sampled groups
31Arsenic Exposure with Residential Data
32Environmental Arsenic Exposure NMSC Risk
- Elevated NMSC incidence in the vicinity of the
plant. - As exposure from dietary and residential data are
associated with excess risk. - Residual confounding can not be excluded.