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Published in: BMC Public Health 1/2009

Open Access 01-12-2009 | Research article

Study of non-Hodgkin's lymphoma mortality associated with industrial pollution in Spain, using Poisson models

Authors: Rebeca Ramis, Enrique Vidal, Javier García-Pérez, Virginia Lope, Nuria Aragonés, Beatriz Pérez-Gómez, Marina Pollán, Gonzalo López-Abente

Published in: BMC Public Health | Issue 1/2009

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Abstract

Background

Non-Hodgkin's lymphomas (NHLs) have been linked to proximity to industrial areas, but evidence regarding the health risk posed by residence near pollutant industries is very limited. The European Pollutant Emission Register (EPER) is a public register that furnishes valuable information on industries that release pollutants to air and water, along with their geographical location.
This study sought to explore the relationship between NHL mortality in small areas in Spain and environmental exposure to pollutant emissions from EPER-registered industries, using three Poisson-regression-based mathematical models.

Methods

Observed cases were drawn from mortality registries in Spain for the period 1994–2003. Industries were grouped into the following sectors: energy; metal; mineral; organic chemicals; waste; paper; food; and use of solvents. Populations having an industry within a radius of 1, 1.5, or 2 kilometres from the municipal centroid were deemed to be exposed. Municipalities outside those radii were considered as reference populations.
The relative risks (RRs) associated with proximity to pollutant industries were estimated using the following methods: Poisson Regression; mixed Poisson model with random provincial effect; and spatial autoregressive modelling (BYM model).

Results

Only proximity of paper industries to population centres (>2 km) could be associated with a greater risk of NHL mortality (mixed model: RR:1.24, 95% CI:1.09–1.42; BYM model: RR:1.21, 95% CI:1.01–1.45; Poisson model: RR:1.16, 95% CI:1.06–1.27). Spatial models yielded higher estimates.

Conclusion

The reported association between exposure to air pollution from the paper, pulp and board industry and NHL mortality is independent of the model used. Inclusion of spatial random effects terms in the risk estimate improves the study of associations between environmental exposures and mortality.
The EPER could be of great utility when studying the effects of industrial pollution on the health of the population.
Literature
1.
go back to reference Johnson KC, Pan S, Fry R, Mao Y: Residential proximity to industrial plants and non-Hodgkin lymphoma. Epidemiology. 2003, 14: 687-693.PubMed Johnson KC, Pan S, Fry R, Mao Y: Residential proximity to industrial plants and non-Hodgkin lymphoma. Epidemiology. 2003, 14: 687-693.PubMed
2.
go back to reference Sans S, Elliott P, Kleinschmidt I, et al: Cancer incidence and mortality near the Baglan Bay petrochemical works, South Wales. Occup Environ Med. 1995, 52: 217-246. 10.1136/oem.52.4.217.CrossRefPubMedPubMedCentral Sans S, Elliott P, Kleinschmidt I, et al: Cancer incidence and mortality near the Baglan Bay petrochemical works, South Wales. Occup Environ Med. 1995, 52: 217-246. 10.1136/oem.52.4.217.CrossRefPubMedPubMedCentral
3.
go back to reference Sharp L, Black RJ, Harkness EF, McKinney PA: Incidence of childhood leukaemia and non-Hodgkin's lymphoma in the vicinity of nuclear sites in Scotland, 1968–93. Occup Environ Med. 1996, 53: 823-831. 10.1136/oem.53.12.823.CrossRefPubMedPubMedCentral Sharp L, Black RJ, Harkness EF, McKinney PA: Incidence of childhood leukaemia and non-Hodgkin's lymphoma in the vicinity of nuclear sites in Scotland, 1968–93. Occup Environ Med. 1996, 53: 823-831. 10.1136/oem.53.12.823.CrossRefPubMedPubMedCentral
4.
go back to reference Müller AM, Ihorst G, Mertelsmann R, Engelhardt M: Epidemiology of non-Hodgkin's lymphoma (NHL): trends, geographic distribution, and etiology. Ann Hematol. 2005, 84: 1-12. 10.1007/s00277-004-0939-7.CrossRefPubMed Müller AM, Ihorst G, Mertelsmann R, Engelhardt M: Epidemiology of non-Hodgkin's lymphoma (NHL): trends, geographic distribution, and etiology. Ann Hematol. 2005, 84: 1-12. 10.1007/s00277-004-0939-7.CrossRefPubMed
5.
go back to reference Pollan M, Lopez-Abente G, Moreno C, Vergara A, Aragones N, Ruiz M, Ardanaz E, Moreo P: Rising incidence of non-Hodgkin lymphoma in Spain: Analysis of period of diagnosis and cohort effects. Cancer Epidemiol Biomarkers Prev. 1998, 7 (7): 621-625.PubMed Pollan M, Lopez-Abente G, Moreno C, Vergara A, Aragones N, Ruiz M, Ardanaz E, Moreo P: Rising incidence of non-Hodgkin lymphoma in Spain: Analysis of period of diagnosis and cohort effects. Cancer Epidemiol Biomarkers Prev. 1998, 7 (7): 621-625.PubMed
6.
go back to reference Eltom MA, Jemal A, Mbulaiteye SM, Devesa SS, Biggar RJ: Trends in Kaposi's sarcoma and non-Hodgkin's lymphoma incidence in the United States from 1973 through 1998. J Natl Cancer Inst. 2002, 94 (16): 1204-10.CrossRefPubMed Eltom MA, Jemal A, Mbulaiteye SM, Devesa SS, Biggar RJ: Trends in Kaposi's sarcoma and non-Hodgkin's lymphoma incidence in the United States from 1973 through 1998. J Natl Cancer Inst. 2002, 94 (16): 1204-10.CrossRefPubMed
7.
go back to reference Fisher SG, Fisher RI: The epidemiology of non-Hodgkin lymphoma. Oncogene. 2004, 23: 6524-6534. 10.1038/sj.onc.1207843.CrossRefPubMed Fisher SG, Fisher RI: The epidemiology of non-Hodgkin lymphoma. Oncogene. 2004, 23: 6524-6534. 10.1038/sj.onc.1207843.CrossRefPubMed
8.
go back to reference Floret N, Mauny F, Challier B, Arveux P, Cahn JY, Viel JF: Dioxin emissions from a solid waste incinerator and risk of non-Hodgkin lymphoma. Epidemiology. 2003, 14: 392-398.PubMed Floret N, Mauny F, Challier B, Arveux P, Cahn JY, Viel JF: Dioxin emissions from a solid waste incinerator and risk of non-Hodgkin lymphoma. Epidemiology. 2003, 14: 392-398.PubMed
9.
go back to reference Blair A, Hartge P, Stewart PA, McAdams M, Lubin J: Mortality and cancer incidence of aircraft maintenance workers exposed to trichloroethylene and other organic solvents and chemicals: extended follow-up. Occup Environ Med. 1998, 55: 161-171. 10.1136/oem.55.3.161.CrossRefPubMedPubMedCentral Blair A, Hartge P, Stewart PA, McAdams M, Lubin J: Mortality and cancer incidence of aircraft maintenance workers exposed to trichloroethylene and other organic solvents and chemicals: extended follow-up. Occup Environ Med. 1998, 55: 161-171. 10.1136/oem.55.3.161.CrossRefPubMedPubMedCentral
10.
go back to reference Burnett C, Robinson C, Walker J: Cancer mortality in health and science technicians. Am J Ind Med. 1999, 36: 155-158. 10.1002/(SICI)1097-0274(199907)36:1<155::AID-AJIM22>3.0.CO;2-Z.CrossRefPubMed Burnett C, Robinson C, Walker J: Cancer mortality in health and science technicians. Am J Ind Med. 1999, 36: 155-158. 10.1002/(SICI)1097-0274(199907)36:1<155::AID-AJIM22>3.0.CO;2-Z.CrossRefPubMed
11.
go back to reference López-Abente G, Ramis R, Pollán M, Aragonés N, Pérez-Gómez B, Gómez-Barroso D, Carrasco JM, Lope V, García-Pérez J, Boldo E, García-Mendizábal MJ: Atlas municipal de mortalidad por cáncer en España, 1989–1998 (Atlas of municipal cancer mortality in Spain 1989–1998). 2006, Instituto de Salud Carlos III. Madrid López-Abente G, Ramis R, Pollán M, Aragonés N, Pérez-Gómez B, Gómez-Barroso D, Carrasco JM, Lope V, García-Pérez J, Boldo E, García-Mendizábal MJ: Atlas municipal de mortalidad por cáncer en España, 1989–1998 (Atlas of municipal cancer mortality in Spain 1989–1998). 2006, Instituto de Salud Carlos III. Madrid
12.
go back to reference Garcia-Perez J, Boldo E, Ramis R, Pollan M, Perez-Gomez B, Aragones N, Lopez-Abente G: Description of industrial pollution in Spain. BMC Public Health. 2007, 7: 40-10.1186/1471-2458-7-40.CrossRefPubMedPubMedCentral Garcia-Perez J, Boldo E, Ramis R, Pollan M, Perez-Gomez B, Aragones N, Lopez-Abente G: Description of industrial pollution in Spain. BMC Public Health. 2007, 7: 40-10.1186/1471-2458-7-40.CrossRefPubMedPubMedCentral
14.
go back to reference COMMISSION OF THE EUROPEAN COMMUNITIES: COMMISSION DECISION of 17 July 2000 on the implementation of a European pollutant emission register (EPER) according to Article 15 of Council Directive 96/61/EC concerning integrated pollution prevention and control (IPPC). Official Journal of the European Communities. 2000, 192: 36-43. COMMISSION OF THE EUROPEAN COMMUNITIES: COMMISSION DECISION of 17 July 2000 on the implementation of a European pollutant emission register (EPER) according to Article 15 of Council Directive 96/61/EC concerning integrated pollution prevention and control (IPPC). Official Journal of the European Communities. 2000, 192: 36-43.
15.
go back to reference Elliott P, Wakefield JC, Best NG, Briggs DJ, Eds: Spatial Epidemiology – methods and applications. 2000, Oxford, Oxford Medical Publications Elliott P, Wakefield JC, Best NG, Briggs DJ, Eds: Spatial Epidemiology – methods and applications. 2000, Oxford, Oxford Medical Publications
16.
go back to reference Garcia-Perez J, Boldo E, Ramis R, Vidal E, Aragones N, Perez-Gomez B, Pollan M, Lopez-Abente G: Validation of the geographic position of EPER-Spain industries. Int J Health Geogr. 2008, 7: 1-10.1186/1476-072X-7-1.CrossRefPubMedPubMedCentral Garcia-Perez J, Boldo E, Ramis R, Vidal E, Aragones N, Perez-Gomez B, Pollan M, Lopez-Abente G: Validation of the geographic position of EPER-Spain industries. Int J Health Geogr. 2008, 7: 1-10.1186/1476-072X-7-1.CrossRefPubMedPubMedCentral
17.
go back to reference Lawson AB: Statistical methods in spatial epidemiology. 2001, Chichester, Wiley Lawson AB: Statistical methods in spatial epidemiology. 2001, Chichester, Wiley
18.
go back to reference Selvin S, Schulman J, Merrill DW: Distance and risk measures for the analysis of spatial data: a study of childhood cancers. Soc Sci Med. 1992, 34: 769-777. 10.1016/0277-9536(92)90364-V.CrossRefPubMed Selvin S, Schulman J, Merrill DW: Distance and risk measures for the analysis of spatial data: a study of childhood cancers. Soc Sci Med. 1992, 34: 769-777. 10.1016/0277-9536(92)90364-V.CrossRefPubMed
19.
go back to reference Diggle PJ: A point process modelling approach to raised incidence of a rare phenomenon in the vicinity of a prespecified point. J R Statist Soc A. 1990, 153: 349-362. 10.2307/2982977.CrossRef Diggle PJ: A point process modelling approach to raised incidence of a rare phenomenon in the vicinity of a prespecified point. J R Statist Soc A. 1990, 153: 349-362. 10.2307/2982977.CrossRef
20.
go back to reference Banco Español de Credito: Anuario del Mercado Español. 1993, Madrid: Banco Español de Credito Banco Español de Credito: Anuario del Mercado Español. 1993, Madrid: Banco Español de Credito
21.
go back to reference Clayton DG, Bernardinelli L, Montomoli C: Spatial correlation in ecological analysis. Int J Epidemiol. 1993, 22: 1193-1202. 10.1093/ije/22.6.1193.CrossRefPubMed Clayton DG, Bernardinelli L, Montomoli C: Spatial correlation in ecological analysis. Int J Epidemiol. 1993, 22: 1193-1202. 10.1093/ije/22.6.1193.CrossRefPubMed
22.
go back to reference Wakefield J: Disease mapping and spatial regression with count data. Biostatistics. 2007, 8: 158-183. 10.1093/biostatistics/kxl008.CrossRefPubMed Wakefield J: Disease mapping and spatial regression with count data. Biostatistics. 2007, 8: 158-183. 10.1093/biostatistics/kxl008.CrossRefPubMed
23.
go back to reference Ramis-Prieto R, Garcia-Perez J, Pollan M, Aragones N, Perez-Gomez B, Lopez-Abente G: Modelling of municipal mortality due to haematological neoplasias in Spain. J Epidemiol Community Health. 2007, 61: 165-171. 10.1136/jech.2005.041491.CrossRefPubMed Ramis-Prieto R, Garcia-Perez J, Pollan M, Aragones N, Perez-Gomez B, Lopez-Abente G: Modelling of municipal mortality due to haematological neoplasias in Spain. J Epidemiol Community Health. 2007, 61: 165-171. 10.1136/jech.2005.041491.CrossRefPubMed
24.
go back to reference Besag JE, York JC, Molliè A: Bayesian image restoration, with two applications in spatial statistics (with discussion). Annals of the Institute of Statistical Mathematics. 1991, 43: 1-59. 10.1007/BF00116466.CrossRef Besag JE, York JC, Molliè A: Bayesian image restoration, with two applications in spatial statistics (with discussion). Annals of the Institute of Statistical Mathematics. 1991, 43: 1-59. 10.1007/BF00116466.CrossRef
25.
26.
go back to reference Spiegelhalter D, Thomas D, Best N, Gilks W: BUGS: Bayesian inference using Gibbs sampling. Version 0.50. 1996, Cambridge: MRC. Biostatistics Unit Spiegelhalter D, Thomas D, Best N, Gilks W: BUGS: Bayesian inference using Gibbs sampling. Version 0.50. 1996, Cambridge: MRC. Biostatistics Unit
27.
go back to reference Hayes RB, Yin SN, Dosemeci M, Li GL, Wacholder S, Travis LB, Li CY, Rothman N, Hoover RN, Linet MS: Benzene and the dose-related incidence of hematologic neoplasms in China. J Natl Cancer Inst. 1997, 89: 1065-1071. 10.1093/jnci/89.14.1065.CrossRefPubMed Hayes RB, Yin SN, Dosemeci M, Li GL, Wacholder S, Travis LB, Li CY, Rothman N, Hoover RN, Linet MS: Benzene and the dose-related incidence of hematologic neoplasms in China. J Natl Cancer Inst. 1997, 89: 1065-1071. 10.1093/jnci/89.14.1065.CrossRefPubMed
28.
go back to reference Blair A, Linos A, Stewart PA, Burmeister LF, Gibson R, Everett G, Schuman L, Cantor KP: Evaluation of risks for non-Hodgkin's lymphoma by occupation and industry exposures from a case-control study. Am J Ind Med. 1993, 23: 301-312. 10.1002/ajim.4700230207.CrossRefPubMed Blair A, Linos A, Stewart PA, Burmeister LF, Gibson R, Everett G, Schuman L, Cantor KP: Evaluation of risks for non-Hodgkin's lymphoma by occupation and industry exposures from a case-control study. Am J Ind Med. 1993, 23: 301-312. 10.1002/ajim.4700230207.CrossRefPubMed
29.
go back to reference Hardell L, Lindström G, van Bavel B, Fredikson M, Liljegren G: Some aspects of the etiology of non-Hodgkin's lymphoma. Environ Health Perspect. 1998, 106 (S2): 679-681. 10.2307/3433819.CrossRefPubMedPubMedCentral Hardell L, Lindström G, van Bavel B, Fredikson M, Liljegren G: Some aspects of the etiology of non-Hodgkin's lymphoma. Environ Health Perspect. 1998, 106 (S2): 679-681. 10.2307/3433819.CrossRefPubMedPubMedCentral
30.
go back to reference Wartenberg D, Reyner D, Siegel Scott C: Trichloroethylene and cancer: epidemiologic evidence. Environ Health Perspect. 2000, 108 Suppl 2: 161-176.CrossRefPubMed Wartenberg D, Reyner D, Siegel Scott C: Trichloroethylene and cancer: epidemiologic evidence. Environ Health Perspect. 2000, 108 Suppl 2: 161-176.CrossRefPubMed
31.
go back to reference Lynge E, Anttila A, Hemminki K: Organic solvents and cancer. Cancer Causes Control. 1997, 8: 406-419. 10.1023/A:1018461406120.CrossRefPubMed Lynge E, Anttila A, Hemminki K: Organic solvents and cancer. Cancer Causes Control. 1997, 8: 406-419. 10.1023/A:1018461406120.CrossRefPubMed
32.
go back to reference Garabrant DH, Philbert MA: Review of 2,4-dichlorophenoxyacetic acid (2,4-D) epidemiology and toxicology. Crit Rev Toxic. 2002, 23 (4): 233-257. 10.1080/20024091064237.CrossRef Garabrant DH, Philbert MA: Review of 2,4-dichlorophenoxyacetic acid (2,4-D) epidemiology and toxicology. Crit Rev Toxic. 2002, 23 (4): 233-257. 10.1080/20024091064237.CrossRef
34.
go back to reference Cole P, Trichopoulos D, Pastides H, Starr T, Mandel JS: Dioxin and cancer: a critical review. Regul Toxicol Pharmacol. 2003, 38: 378-388. 10.1016/j.yrtph.2003.08.002.CrossRefPubMed Cole P, Trichopoulos D, Pastides H, Starr T, Mandel JS: Dioxin and cancer: a critical review. Regul Toxicol Pharmacol. 2003, 38: 378-388. 10.1016/j.yrtph.2003.08.002.CrossRefPubMed
35.
go back to reference Lee WJ, Teschke K, Kauppinen T, Andersen A, Jäppinen P, Szadkowska-Stanczyk I, Pearce N, Persson B, Bergeret A, Facchini LA, Kishi R, Kielkowski D, Rix BA, Henneberger P, Sunyer J, Colin D, Kogevinas M, Boffetta P: Mortality from lung cancer in workers exposed to sulfur dioxide in the pulp and paper industry. Environ Health Perspect. 2002, 110: 991-995.CrossRefPubMedPubMedCentral Lee WJ, Teschke K, Kauppinen T, Andersen A, Jäppinen P, Szadkowska-Stanczyk I, Pearce N, Persson B, Bergeret A, Facchini LA, Kishi R, Kielkowski D, Rix BA, Henneberger P, Sunyer J, Colin D, Kogevinas M, Boffetta P: Mortality from lung cancer in workers exposed to sulfur dioxide in the pulp and paper industry. Environ Health Perspect. 2002, 110: 991-995.CrossRefPubMedPubMedCentral
36.
go back to reference Nieuwenhuijsen M, Paustenbach D, Duarte-Davidson R: New developments in exposure assessment: the impact on the practice of health risk assessment and epidemiological studies. Environ Int. 2006, 32: 996-1009. 10.1016/j.envint.2006.06.015.CrossRefPubMed Nieuwenhuijsen M, Paustenbach D, Duarte-Davidson R: New developments in exposure assessment: the impact on the practice of health risk assessment and epidemiological studies. Environ Int. 2006, 32: 996-1009. 10.1016/j.envint.2006.06.015.CrossRefPubMed
37.
go back to reference Wakefield JC, Morris SE: The Bayesian modelling of disease risk in relation to a point source. Journal of the American Statistical Society. 2001, 96: 77-91.CrossRef Wakefield JC, Morris SE: The Bayesian modelling of disease risk in relation to a point source. Journal of the American Statistical Society. 2001, 96: 77-91.CrossRef
38.
go back to reference Kokki E, Penttinen A: Poisson regression with change-point prior in the modelling of disease risk around a point source. Biometrical Journal. 2003, 45: 689-703. 10.1002/bimj.200390042.CrossRef Kokki E, Penttinen A: Poisson regression with change-point prior in the modelling of disease risk around a point source. Biometrical Journal. 2003, 45: 689-703. 10.1002/bimj.200390042.CrossRef
Metadata
Title
Study of non-Hodgkin's lymphoma mortality associated with industrial pollution in Spain, using Poisson models
Authors
Rebeca Ramis
Enrique Vidal
Javier García-Pérez
Virginia Lope
Nuria Aragonés
Beatriz Pérez-Gómez
Marina Pollán
Gonzalo López-Abente
Publication date
01-12-2009
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2009
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-9-26

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