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Association between heavy metals and colon cancer: an ecological study based on geographical information systems in North-Eastern Iran
BACKGROUND: Colorectal cancer has increased in Middle Eastern countries and exposure to environmental pollutants such as heavy metals has been implicated. However, data linking them to this disease are generally lacking. This study aimed to explore the spatial pattern of age-standardized incidence r...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8048218/ https://www.ncbi.nlm.nih.gov/pubmed/33858386 http://dx.doi.org/10.1186/s12885-021-08148-1 |
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author | Kiani, Behzad Hashemi Amin, Fatemeh Bagheri, Nasser Bergquist, Robert Mohammadi, Ali Akbar Yousefi, Mahmood Faraji, Hossein Roshandel, Gholamreza Beirami, Somayeh Rahimzadeh, Hadi Hoseini, Benyamin |
author_facet | Kiani, Behzad Hashemi Amin, Fatemeh Bagheri, Nasser Bergquist, Robert Mohammadi, Ali Akbar Yousefi, Mahmood Faraji, Hossein Roshandel, Gholamreza Beirami, Somayeh Rahimzadeh, Hadi Hoseini, Benyamin |
author_sort | Kiani, Behzad |
collection | PubMed |
description | BACKGROUND: Colorectal cancer has increased in Middle Eastern countries and exposure to environmental pollutants such as heavy metals has been implicated. However, data linking them to this disease are generally lacking. This study aimed to explore the spatial pattern of age-standardized incidence rate (ASR) of colon cancer and its potential association with the exposure level of the amount of heavy metals existing in rice produced in north-eastern Iran. METHODS: Cancer data were drawn from the Iranian population-based cancer registry of Golestan Province, north-eastern Iran. Samples of 69 rice milling factories were analysed for the concentration levels of cadmium, nickel, cobalt, copper, selenium, lead and zinc. The inverse distance weighting (IDW) algorithm was used to interpolate the concentration of this kind of heavy metals on the surface of the study area. Exploratory regression analysis was conducted to build ordinary least squares (OLS) models including every possible combination of the candidate explanatory variables and chose the most useful ones to show the association between heavy metals and the ASR of colon cancer. RESULTS: The highest concentrations of heavy metals were found in the central part of the province and particularly counties with higher amount of cobalt were shown to be associated with higher ASR of men with colon cancer. In contrast, selenium concentrations were higher in areas with lower ASR of colon cancer in men. A significant regression equation for men with colon cancer was found (F(4,137) = 38.304, P < .000) with an adjusted R(2) of 0.77. The predicted ASR of men colon cancer was − 58.36 with the coefficients for cobalt = 120.33; cadmium = 80.60; selenium = − 6.07; nickel = − 3.09; and zinc = − 0.41. The association of copper and lead with colon cancer in men was not significant. We did not find a significant outcome for colon cancer in women. CONCLUSION: Increased amounts of heavy metals in consumed rice may impact colon cancer incidence, both positively and negatively. While there were indications of an association between high cobalt concentrations and an increased risk for colon cancer, we found that high selenium concentrations might instead decrease the risk. Further investigations are needed to clarify if there are ecological or other reasons for these discrepancies. Regular monitoring of the amount of heavy metals in consumed rice is recommended. |
format | Online Article Text |
id | pubmed-8048218 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-80482182021-04-15 Association between heavy metals and colon cancer: an ecological study based on geographical information systems in North-Eastern Iran Kiani, Behzad Hashemi Amin, Fatemeh Bagheri, Nasser Bergquist, Robert Mohammadi, Ali Akbar Yousefi, Mahmood Faraji, Hossein Roshandel, Gholamreza Beirami, Somayeh Rahimzadeh, Hadi Hoseini, Benyamin BMC Cancer Research Article BACKGROUND: Colorectal cancer has increased in Middle Eastern countries and exposure to environmental pollutants such as heavy metals has been implicated. However, data linking them to this disease are generally lacking. This study aimed to explore the spatial pattern of age-standardized incidence rate (ASR) of colon cancer and its potential association with the exposure level of the amount of heavy metals existing in rice produced in north-eastern Iran. METHODS: Cancer data were drawn from the Iranian population-based cancer registry of Golestan Province, north-eastern Iran. Samples of 69 rice milling factories were analysed for the concentration levels of cadmium, nickel, cobalt, copper, selenium, lead and zinc. The inverse distance weighting (IDW) algorithm was used to interpolate the concentration of this kind of heavy metals on the surface of the study area. Exploratory regression analysis was conducted to build ordinary least squares (OLS) models including every possible combination of the candidate explanatory variables and chose the most useful ones to show the association between heavy metals and the ASR of colon cancer. RESULTS: The highest concentrations of heavy metals were found in the central part of the province and particularly counties with higher amount of cobalt were shown to be associated with higher ASR of men with colon cancer. In contrast, selenium concentrations were higher in areas with lower ASR of colon cancer in men. A significant regression equation for men with colon cancer was found (F(4,137) = 38.304, P < .000) with an adjusted R(2) of 0.77. The predicted ASR of men colon cancer was − 58.36 with the coefficients for cobalt = 120.33; cadmium = 80.60; selenium = − 6.07; nickel = − 3.09; and zinc = − 0.41. The association of copper and lead with colon cancer in men was not significant. We did not find a significant outcome for colon cancer in women. CONCLUSION: Increased amounts of heavy metals in consumed rice may impact colon cancer incidence, both positively and negatively. While there were indications of an association between high cobalt concentrations and an increased risk for colon cancer, we found that high selenium concentrations might instead decrease the risk. Further investigations are needed to clarify if there are ecological or other reasons for these discrepancies. Regular monitoring of the amount of heavy metals in consumed rice is recommended. BioMed Central 2021-04-15 /pmc/articles/PMC8048218/ /pubmed/33858386 http://dx.doi.org/10.1186/s12885-021-08148-1 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Kiani, Behzad Hashemi Amin, Fatemeh Bagheri, Nasser Bergquist, Robert Mohammadi, Ali Akbar Yousefi, Mahmood Faraji, Hossein Roshandel, Gholamreza Beirami, Somayeh Rahimzadeh, Hadi Hoseini, Benyamin Association between heavy metals and colon cancer: an ecological study based on geographical information systems in North-Eastern Iran |
title | Association between heavy metals and colon cancer: an ecological study based on geographical information systems in North-Eastern Iran |
title_full | Association between heavy metals and colon cancer: an ecological study based on geographical information systems in North-Eastern Iran |
title_fullStr | Association between heavy metals and colon cancer: an ecological study based on geographical information systems in North-Eastern Iran |
title_full_unstemmed | Association between heavy metals and colon cancer: an ecological study based on geographical information systems in North-Eastern Iran |
title_short | Association between heavy metals and colon cancer: an ecological study based on geographical information systems in North-Eastern Iran |
title_sort | association between heavy metals and colon cancer: an ecological study based on geographical information systems in north-eastern iran |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8048218/ https://www.ncbi.nlm.nih.gov/pubmed/33858386 http://dx.doi.org/10.1186/s12885-021-08148-1 |
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