Development of a GIS-based indicator for environmental pesticide exposure and its application to a Belgian case–control study on bladder cancer
We developed two indicators to assess the exposure of residents to agricultural pesticide use and applied it in a case–control study on bladder cancer in the province of Limburg, Belgium. The first indicator used a distance-weighted measure of crop area for specified crops (fruit trees, fruit bushes...
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Published in | International journal of hygiene and environmental health Vol. 212; no. 2; pp. 172 - 185 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
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Elsevier GmbH
01.03.2009
Elsevier |
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Online Access | Get full text |
ISSN | 1438-4639 1618-131X 1618-131X |
DOI | 10.1016/j.ijheh.2008.06.001 |
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Abstract | We developed two indicators to assess the exposure of residents to agricultural pesticide use and applied it in a case–control study on bladder cancer in the province of Limburg, Belgium. The first indicator used a distance-weighted measure of crop area for specified crops (fruit trees, fruit bushes and vegetables). The second indicator used a distance-weighted measure of pesticide use. We used information at three scale levels: (a) information at individual's level, such as distance to crop fields; (b) information at the level of the municipality, such as time-series of crop area; and (c) regional information, such as pesticide use. Pesticide use data were available per group of pesticides (fungicides, herbicides, insecticides, growth regulators and group of other pesticides). Indicators were calculated for each individual in the case–control study. The indicators were calculated per year for a period of 20 years, taking into account address history. Variation of pesticide use and toxicity with time was addressed by a relative risk factor. A very strong correlation was found between the area of fruit trees and bushes and the use of fungicides as well as the use of “other pesticides”, indicating that these groups of pesticides are predominantly used in fruit production. The indicator for fruit trees is highly skewed to the right, indicating a high number of subjects with low potential exposure to fruit trees. Pesticide pressure indicators are less skewed as they combine application to multiple crops; the highest skewness is found for fungicides corresponding with the distribution for fruit trees. Statistical analysis revealed no association between the indicators and the incidence of bladder cancer. The results show that, using GIS, it is possible to reconstruct potential environmental pesticide exposure accounting for changes in pesticide use, crop area and residence history. Validation of the method with measured exposure is considered essential in view of its future application in other studies. |
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AbstractList | We developed two indicators to assess the exposure of residents to agricultural pesticide use and applied it in a case-control study on bladder cancer in the province of Limburg, Belgium. The first indicator used a distance-weighted measure of crop area for specified crops (fruit trees, fruit bushes and vegetables). The second indicator used a distance-weighted measure of pesticide use. We used information at three scale levels: (a) information at individual's level, such as distance to crop fields; (b) information at the level of the municipality, such as time-series of crop area; and (c) regional information, such as pesticide use. Pesticide use data were available per group of pesticides (fungicides, herbicides, insecticides, growth regulators and group of other pesticides). Indicators were calculated for each individual in the case-control study. The indicators were calculated per year for a period of 20 years, taking into account address history. Variation of pesticide use and toxicity with time was addressed by a relative risk factor. A very strong correlation was found between the area of fruit trees and bushes and the use of fungicides as well as the use of "other pesticides", indicating that these groups of pesticides are predominantly used in fruit production. The indicator for fruit trees is highly skewed to the right, indicating a high number of subjects with low potential exposure to fruit trees. Pesticide pressure indicators are less skewed as they combine application to multiple crops; the highest skewness is found for fungicides corresponding with the distribution for fruit trees. Statistical analysis revealed no association between the indicators and the incidence of bladder cancer. The results show that, using GIS, it is possible to reconstruct potential environmental pesticide exposure accounting for changes in pesticide use, crop area and residence history. Validation of the method with measured exposure is considered essential in view of its future application in other studies.We developed two indicators to assess the exposure of residents to agricultural pesticide use and applied it in a case-control study on bladder cancer in the province of Limburg, Belgium. The first indicator used a distance-weighted measure of crop area for specified crops (fruit trees, fruit bushes and vegetables). The second indicator used a distance-weighted measure of pesticide use. We used information at three scale levels: (a) information at individual's level, such as distance to crop fields; (b) information at the level of the municipality, such as time-series of crop area; and (c) regional information, such as pesticide use. Pesticide use data were available per group of pesticides (fungicides, herbicides, insecticides, growth regulators and group of other pesticides). Indicators were calculated for each individual in the case-control study. The indicators were calculated per year for a period of 20 years, taking into account address history. Variation of pesticide use and toxicity with time was addressed by a relative risk factor. A very strong correlation was found between the area of fruit trees and bushes and the use of fungicides as well as the use of "other pesticides", indicating that these groups of pesticides are predominantly used in fruit production. The indicator for fruit trees is highly skewed to the right, indicating a high number of subjects with low potential exposure to fruit trees. Pesticide pressure indicators are less skewed as they combine application to multiple crops; the highest skewness is found for fungicides corresponding with the distribution for fruit trees. Statistical analysis revealed no association between the indicators and the incidence of bladder cancer. The results show that, using GIS, it is possible to reconstruct potential environmental pesticide exposure accounting for changes in pesticide use, crop area and residence history. Validation of the method with measured exposure is considered essential in view of its future application in other studies. We developed two indicators to assess the exposure of residents to agricultural pesticide use and applied it in a case-control study on bladder cancer in the province of Limburg, Belgium. The first indicator used a distance-weighted measure of crop area for specified crops (fruit trees, fruit bushes and vegetables). The second indicator used a distance-weighted measure of pesticide use. We used information at three scale levels: (a) information at individual's level, such as distance to crop fields; (b) information at the level of the municipality, such as time-series of crop area; and (c) regional information, such as pesticide use. Pesticide use data were available per group of pesticides (fungicides, herbicides, insecticides, growth regulators and group of other pesticides). Indicators were calculated for each individual in the case-control study. The indicators were calculated per year for a period of 20 years, taking into account address history. Variation of pesticide use and toxicity with time was addressed by a relative risk factor. A very strong correlation was found between the area of fruit trees and bushes and the use of fungicides as well as the use of "other pesticides", indicating that these groups of pesticides are predominantly used in fruit production. The indicator for fruit trees is highly skewed to the right, indicating a high number of subjects with low potential exposure to fruit trees. Pesticide pressure indicators are less skewed as they combine application to multiple crops; the highest skewness is found for fungicides corresponding with the distribution for fruit trees. Statistical analysis revealed no association between the indicators and the incidence of bladder cancer. The results show that, using GIS, it is possible to reconstruct potential environmental pesticide exposure accounting for changes in pesticide use, crop area and residence history. Validation of the method with measured exposure is considered essential in view of its future application in other studies. |
Author | Cornelis, Christa Buntinx, Frank Kellen, Eliane Zeegers, Maurice Schoeters, Greet |
Author_xml | – sequence: 1 givenname: Christa surname: Cornelis fullname: Cornelis, Christa email: christa.cornelis@vito.be organization: VITO, Boeretang 200, 2400 Mol, Belgium – sequence: 2 givenname: Greet surname: Schoeters fullname: Schoeters, Greet organization: VITO, Boeretang 200, 2400 Mol, Belgium – sequence: 3 givenname: Eliane surname: Kellen fullname: Kellen, Eliane organization: Department of General Practice, Katholieke Universiteit Leuven – Comprehensive Cancer Institute, Limburg, Belgium – sequence: 4 givenname: Frank surname: Buntinx fullname: Buntinx, Frank organization: Department of General Practice, Katholieke Universiteit Leuven – Comprehensive Cancer Institute, Limburg, Belgium – sequence: 5 givenname: Maurice surname: Zeegers fullname: Zeegers, Maurice organization: Unit of Genetic Epidemiology, Department of Public Health & Epidemiology, University of Birmingham, Birmingham B15 2TT, UK |
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Keywords | Environmental epidemiology Risk assessment Pesticides Bladder cancer Exposure assessment Indicator Geographic information systems Risk Case control study Epidemiology Health and environment Sanitary surveillance Public health Human Urinary system disease Exposure Urinary tract disease Malignant tumor Geographic information system Risk factor Environment Environmental medicine Bladder disease Application Cancer |
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Snippet | We developed two indicators to assess the exposure of residents to agricultural pesticide use and applied it in a case–control study on bladder cancer in the... We developed two indicators to assess the exposure of residents to agricultural pesticide use and applied it in a case-control study on bladder cancer in the... We developed two indicators to assess the exposure of residents to agricultural pesticide use and applied it in a case -control study on bladder cancer in the... |
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SubjectTerms | Air Pollutants - adverse effects Air Pollutants - analysis Air. Soil. Water. Waste. Feeding Belgium - epidemiology Biological and medical sciences Bladder cancer Case-Control Studies Crops, Agricultural - chemistry Environment. Living conditions Environmental epidemiology Environmental Exposure - analysis Environmental Exposure - statistics & numerical data Environmental Monitoring - methods Epidemiological Monitoring Exposure assessment Geographic Information Systems Humans Indicator Medical sciences Miscellaneous Occupational Exposure - adverse effects Occupational Exposure - analysis Pesticides Pesticides - adverse effects Pesticides - analysis Public health. Hygiene Public health. Hygiene-occupational medicine Risk Risk Assessment Rural Health Statistics, Nonparametric Toxicology Urinary Bladder Neoplasms - epidemiology Water Pollutants, Chemical - adverse effects Water Pollutants, Chemical - analysis |
Title | Development of a GIS-based indicator for environmental pesticide exposure and its application to a Belgian case–control study on bladder cancer |
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