Skip to main content
Top
Published in: BMC Cancer 1/2021

Open Access 01-12-2021 | Colon Cancer | Research article

Association between heavy metals and colon cancer: an ecological study based on geographical information systems in North-Eastern Iran

Authors: Behzad Kiani, Fatemeh Hashemi Amin, Nasser Bagheri, Robert Bergquist, Ali Akbar Mohammadi, Mahmood Yousefi, Hossein Faraji, Gholamreza Roshandel, Somayeh Beirami, Hadi Rahimzadeh, Benyamin Hoseini

Published in: BMC Cancer | Issue 1/2021

Login to get access

Abstract

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 R2 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.
Literature
3.
go back to reference Setareh S, Zahiri Esfahani M, Zare Bandamiri M, Raeesi A, Abbasi R. Using data mining for survival prediction in patients with colon cancer. Iran J Epidemiol. 2018;14(1):19–29. Setareh S, Zahiri Esfahani M, Zare Bandamiri M, Raeesi A, Abbasi R. Using data mining for survival prediction in patients with colon cancer. Iran J Epidemiol. 2018;14(1):19–29.
6.
go back to reference Goshayeshi L, Ghaffarzadegan K, Khooei A et a. Prevalence and clinicopathological characteristics of mismatch repair-deficient colorectal carcinoma in early onset cases as compared with lateonset cases: a retrospective cross-sectional study in Northeastern Iran. BMJ Open. 2018. https://doi.org/10.1136/bmjopen-2018-023102. Goshayeshi L, Ghaffarzadegan K, Khooei A et a. Prevalence and clinicopathological characteristics of mismatch repair-deficient colorectal carcinoma in early onset cases as compared with lateonset cases: a retrospective cross-sectional study in Northeastern Iran. BMJ Open. 2018. https://​doi.​org/​10.​1136/​bmjopen-2018-023102.
7.
go back to reference Khorram MR, Goshayeshi L, Maghool F, Bergquist R, Ghaffarzadegan K, Eslami S, et al. Prevalence of mismatch repair-deficient colorectal adenoma/polyp in early-onset, advanced cases: a cross-sectional study based on Iranian hereditary colorectal Cancer registry. J Gastrointest Cancer. 2021;52(1):263–8. https://doi.org/10.1007/s12029-020-00395-y. Khorram MR, Goshayeshi L, Maghool F, Bergquist R, Ghaffarzadegan K, Eslami S, et al. Prevalence of mismatch repair-deficient colorectal adenoma/polyp in early-onset, advanced cases: a cross-sectional study based on Iranian hereditary colorectal Cancer registry. J Gastrointest Cancer. 2021;52(1):263–8. https://​doi.​org/​10.​1007/​s12029-020-00395-y.
13.
go back to reference Nasreddine L, Rehaime M, Kassaify Z, Rechmany R, Jaber F. Dietary exposure to pesticide residues from foods of plant origin and drinks in Lebanon. Environ Monit Assess. 2016;188(8):485.CrossRefPubMedPubMedCentral Nasreddine L, Rehaime M, Kassaify Z, Rechmany R, Jaber F. Dietary exposure to pesticide residues from foods of plant origin and drinks in Lebanon. Environ Monit Assess. 2016;188(8):485.CrossRefPubMedPubMedCentral
20.
go back to reference Sobhan AS. Health risk assessment of as and Zn in canola and soybean oils consumed in Kermanshah, Iran. J Adv Environ Health Res. 2016;4(2):62–7. Sobhan AS. Health risk assessment of as and Zn in canola and soybean oils consumed in Kermanshah, Iran. J Adv Environ Health Res. 2016;4(2):62–7.
30.
go back to reference Kukusamude C, Sricharoen P, Limchoowong N, Kongsri S. Heavy metals and probabilistic risk assessment via rice consumption in Thailand. Food Chem. 2020;334:127402.CrossRefPubMed Kukusamude C, Sricharoen P, Limchoowong N, Kongsri S. Heavy metals and probabilistic risk assessment via rice consumption in Thailand. Food Chem. 2020;334:127402.CrossRefPubMed
34.
go back to reference Goshayeshi L, Pourahmadi A, Ghayour-Mobarhan M, Hashtarkhani S, Karimian S, Shahhosein Dastjerdi R, et al. Colorectal cancer risk factors in north-eastern Iran: A retrospective cross-sectional study based on geographical information systems, spatial autocorrelation and regression analysis. Geospatial Health. 2019;14(2):219–28. https://doi.org/10.4081/gh.2019.793. Goshayeshi L, Pourahmadi A, Ghayour-Mobarhan M, Hashtarkhani S, Karimian S, Shahhosein Dastjerdi R, et al. Colorectal cancer risk factors in north-eastern Iran: A retrospective cross-sectional study based on geographical information systems, spatial autocorrelation and regression analysis. Geospatial Health. 2019;14(2):219–28. https://​doi.​org/​10.​4081/​gh.​2019.​793.
35.
go back to reference Zazouli MA, Bandpei AM, Ebrahimi M, Izanloo H. Investigation of cadmium and lead contents in Iranian rice cultivated in Babol region. Asian J Chem. 2010;22(2):1369. Zazouli MA, Bandpei AM, Ebrahimi M, Izanloo H. Investigation of cadmium and lead contents in Iranian rice cultivated in Babol region. Asian J Chem. 2010;22(2):1369.
45.
go back to reference Chen K, Liao QL, Ma ZW, Jin Y, Hua M, Bi J, et al. Association of soil arsenic and nickel exposure with cancer mortality rates, a town-scale ecological study in Suzhou, China. Environ Sci Pollut Res Int. 2015;22(7):5395-404. https://doi.org/10.1007/s11356-014-3790-y. Epub 2014/11/21. Chen K, Liao QL, Ma ZW, Jin Y, Hua M, Bi J, et al. Association of soil arsenic and nickel exposure with cancer mortality rates, a town-scale ecological study in Suzhou, China. Environ Sci Pollut Res Int. 2015;22(7):5395-404. https://​doi.​org/​10.​1007/​s11356-014-3790-y. Epub 2014/11/21.
47.
go back to reference Rahimzadeh H, Sadeghi M, Beirami S, Bay A, Mansurian M, Roshandel G. Association of heavy metals and selenium content in Rice with incidence of esophageal Cancer in Golestan Province, Iran. J Clin Basic Res. 2017;1(1):27–32.CrossRef Rahimzadeh H, Sadeghi M, Beirami S, Bay A, Mansurian M, Roshandel G. Association of heavy metals and selenium content in Rice with incidence of esophageal Cancer in Golestan Province, Iran. J Clin Basic Res. 2017;1(1):27–32.CrossRef
49.
go back to reference Abdolmohammad-Zadeh H, Ebrahimzadeh E. Determination of cobalt in water samples by atomic absorption spectrometry after pre-concentration with a simple ionic liquid-based dispersive liquid-liquid micro-extraction methodology. Cent Eur J Chem. 2010;8(3):617–25. Abdolmohammad-Zadeh H, Ebrahimzadeh E. Determination of cobalt in water samples by atomic absorption spectrometry after pre-concentration with a simple ionic liquid-based dispersive liquid-liquid micro-extraction methodology. Cent Eur J Chem. 2010;8(3):617–25.
54.
go back to reference Peiravi R, Alidadi H, Dehghan AA, Vahedian M. Heavy metals concentrations in Mashhad drinking water network. Zahedan J Res Med Sci. 2013;15(9):74–6. Peiravi R, Alidadi H, Dehghan AA, Vahedian M. Heavy metals concentrations in Mashhad drinking water network. Zahedan J Res Med Sci. 2013;15(9):74–6.
57.
go back to reference Whanger PD. Selenium in the treatment of heavy metal poisoning and chemical carcinogenesis. J Trace Elem Electrolytes Health Dis. 1992;6(4):209–21.PubMed Whanger PD. Selenium in the treatment of heavy metal poisoning and chemical carcinogenesis. J Trace Elem Electrolytes Health Dis. 1992;6(4):209–21.PubMed
59.
61.
go back to reference Fakheri H, Bari Z, Merat S. Familial aspects of colorectal cancers in southern littoral of Caspian Sea. Arch Iran Med. 2011;14(3):175–8 DOI: 011143/AIM.006.PubMed Fakheri H, Bari Z, Merat S. Familial aspects of colorectal cancers in southern littoral of Caspian Sea. Arch Iran Med. 2011;14(3):175–8 DOI: 011143/AIM.006.PubMed
Metadata
Title
Association between heavy metals and colon cancer: an ecological study based on geographical information systems in North-Eastern Iran
Authors
Behzad Kiani
Fatemeh Hashemi Amin
Nasser Bagheri
Robert Bergquist
Ali Akbar Mohammadi
Mahmood Yousefi
Hossein Faraji
Gholamreza Roshandel
Somayeh Beirami
Hadi Rahimzadeh
Benyamin Hoseini
Publication date
01-12-2021
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2021
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-021-08148-1

Other articles of this Issue 1/2021

BMC Cancer 1/2021 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine