Cargando…
Arsenic and chromium topsoil levels and cancer mortality in Spain
Spatio-temporal cancer mortality studies in Spain have revealed patterns for some tumours which display a distribution that is similar across the sexes and persists over time. Such characteristics would be common to tumours that shared risk factors, including the chemical soil composition. The objec...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5010621/ https://www.ncbi.nlm.nih.gov/pubmed/27239676 http://dx.doi.org/10.1007/s11356-016-6806-y |
_version_ | 1782451708495921152 |
---|---|
author | Núñez, Olivier Fernández-Navarro, Pablo Martín-Méndez, Iván Bel-Lan, Alejandro Locutura, Juan F. López-Abente, Gonzalo |
author_facet | Núñez, Olivier Fernández-Navarro, Pablo Martín-Méndez, Iván Bel-Lan, Alejandro Locutura, Juan F. López-Abente, Gonzalo |
author_sort | Núñez, Olivier |
collection | PubMed |
description | Spatio-temporal cancer mortality studies in Spain have revealed patterns for some tumours which display a distribution that is similar across the sexes and persists over time. Such characteristics would be common to tumours that shared risk factors, including the chemical soil composition. The objective of the present study is to assess the association between levels of chromium and arsenic in soil and the cancer mortality. This is an ecological cancer mortality study at municipal level, covering 861,440 cancer deaths in 7917 Spanish mainland towns from 1999 to 2008. Chromium and arsenic topsoil levels (partial extraction) were determined by ICP-MS at 13,317 sampling points. To estimate the effect of these concentrations on mortality, we fitted Besag, York and Mollié models, which included, as explanatory variables, each town’s chromium and arsenic soil levels, estimated by kriging. In addition, we also fitted geostatistical-spatial models including sample locations and town centroids (non-aligned data), using the integrated nested Laplace approximation (INLA) and stochastic partial differential equations (SPDE). All results were adjusted for socio-demographic variables and proximity to industrial emissions. The results showed a statistical association in men and women alike, between arsenic soil levels and mortality due to cancers of the stomach, pancreas, lung and brain and non-Hodgkin’s lymphomas (NHL). Among men, an association was observed with cancers of the prostate, buccal cavity and pharynx, oesophagus, colorectal and kidney. Chromium topsoil levels were associated with mortality among women alone, in cancers of the upper gastrointestinal tract, breast and NHL. Our results suggest that chronic exposure arising from low levels of arsenic and chromium in topsoil could be a potential risk factor for developing cancer. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s11356-016-6806-y) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5010621 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-50106212016-09-16 Arsenic and chromium topsoil levels and cancer mortality in Spain Núñez, Olivier Fernández-Navarro, Pablo Martín-Méndez, Iván Bel-Lan, Alejandro Locutura, Juan F. López-Abente, Gonzalo Environ Sci Pollut Res Int Research Article Spatio-temporal cancer mortality studies in Spain have revealed patterns for some tumours which display a distribution that is similar across the sexes and persists over time. Such characteristics would be common to tumours that shared risk factors, including the chemical soil composition. The objective of the present study is to assess the association between levels of chromium and arsenic in soil and the cancer mortality. This is an ecological cancer mortality study at municipal level, covering 861,440 cancer deaths in 7917 Spanish mainland towns from 1999 to 2008. Chromium and arsenic topsoil levels (partial extraction) were determined by ICP-MS at 13,317 sampling points. To estimate the effect of these concentrations on mortality, we fitted Besag, York and Mollié models, which included, as explanatory variables, each town’s chromium and arsenic soil levels, estimated by kriging. In addition, we also fitted geostatistical-spatial models including sample locations and town centroids (non-aligned data), using the integrated nested Laplace approximation (INLA) and stochastic partial differential equations (SPDE). All results were adjusted for socio-demographic variables and proximity to industrial emissions. The results showed a statistical association in men and women alike, between arsenic soil levels and mortality due to cancers of the stomach, pancreas, lung and brain and non-Hodgkin’s lymphomas (NHL). Among men, an association was observed with cancers of the prostate, buccal cavity and pharynx, oesophagus, colorectal and kidney. Chromium topsoil levels were associated with mortality among women alone, in cancers of the upper gastrointestinal tract, breast and NHL. Our results suggest that chronic exposure arising from low levels of arsenic and chromium in topsoil could be a potential risk factor for developing cancer. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s11356-016-6806-y) contains supplementary material, which is available to authorized users. Springer Berlin Heidelberg 2016-05-30 2016 /pmc/articles/PMC5010621/ /pubmed/27239676 http://dx.doi.org/10.1007/s11356-016-6806-y Text en © The Author(s) 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Research Article Núñez, Olivier Fernández-Navarro, Pablo Martín-Méndez, Iván Bel-Lan, Alejandro Locutura, Juan F. López-Abente, Gonzalo Arsenic and chromium topsoil levels and cancer mortality in Spain |
title | Arsenic and chromium topsoil levels and cancer mortality in Spain |
title_full | Arsenic and chromium topsoil levels and cancer mortality in Spain |
title_fullStr | Arsenic and chromium topsoil levels and cancer mortality in Spain |
title_full_unstemmed | Arsenic and chromium topsoil levels and cancer mortality in Spain |
title_short | Arsenic and chromium topsoil levels and cancer mortality in Spain |
title_sort | arsenic and chromium topsoil levels and cancer mortality in spain |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5010621/ https://www.ncbi.nlm.nih.gov/pubmed/27239676 http://dx.doi.org/10.1007/s11356-016-6806-y |
work_keys_str_mv | AT nunezolivier arsenicandchromiumtopsoillevelsandcancermortalityinspain AT fernandeznavarropablo arsenicandchromiumtopsoillevelsandcancermortalityinspain AT martinmendezivan arsenicandchromiumtopsoillevelsandcancermortalityinspain AT bellanalejandro arsenicandchromiumtopsoillevelsandcancermortalityinspain AT locuturajuanf arsenicandchromiumtopsoillevelsandcancermortalityinspain AT lopezabentegonzalo arsenicandchromiumtopsoillevelsandcancermortalityinspain |