Evidence map›Paper›PMID 33858386›Full record

ArticleBMC cancer2021

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

Behzad Kiani, Fatemeh Hashemi Amin, Nasser Bagheri, Robert Bergquist, Ali Akbar Mohammadi, Mahmood Yousefi, Hossein Faraji, Gholamreza Roshandel, Somayeh Beirami, Hadi Rahimzadeh and 1 more

Open access · goldAbstract read
In one paragraph

Article in BMC cancer, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
40citing papers in PubMed, 2 pooled it
4.7field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

40 citing papers in PubMed, 2 syntheses or guidelines pooled it, 110 citations in OpenAlex.

  1. Pooled it
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  9. Zinc, copper, copper-to-zinc ratio, and other biometals in blood serum and tumor tissue of patients with colorectal cancer.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2025
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  18. Heavy metal exposure as a risk factor in oral cancer.Cancer pathogenesis and therapy · 2024
    Article
  19. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 8 institutions in 3 countries.

Behzad KianiDepartment of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.ORCID https://orcid.org/0000-0002-8816-328X
Fatemeh Hashemi AminDepartment of Medical Informatics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
Nasser BagheriVisualization and Decision Analytics (VIDEA) lab, Centre for Mental Health Research, Research School of Population Health, College of Health and Medicine, The Australian National University, Canberra, Australia.ORCID https://orcid.org/0000-0003-1097-2797
Robert BergquistIngerod, Brastad, Sweden (formerly with the UNICEF/UNDP/World Bank/WHO Special Programme for Research and Training in Tropical Diseases, World Health Organization), Geneva, Switzerland.ORCID https://orcid.org/0000-0002-0190-1084
Ali Akbar MohammadiDepartment of Environmental Health Engineering, Neyshabur University of Medical Sciences, Neyshabur, Iran.
Mahmood YousefiDepartment of Environmental Health Engineering, School of Public Health, Iran University of Medical Sciences, Tehran, Iran.
Hossein FarajiDepartment of Environmental Health Engineering, Health Center, Babol University of Medical Sciences, Babol, Iran.
Gholamreza RoshandelGolestan Research Center of Gastroenterology and Hepatology, Golestan University of Medical Sciences, Gorgan, Iran.
Somayeh BeiramiDepartment of Environmental Health Engineering, Faculty of Health and Environmental Health Research Center, Golestan University of Medical Sciences, Gorgan, Iran.
Hadi Rahimzadeh *Department of Environmental Health Engineering, Faculty of Health and Environmental Health Research Center, Golestan University of Medical Sciences, Gorgan, Iran. Hadi_rahimzadeh@yahoo.com.
Benyamin Hoseini *Pharmaceutical Research Center, Mashhad University of Medical Sciences, Mashhad, Iran. HoseiniB1@nums.ac.ir.ORCID https://orcid.org/0000-0002-0355-6181
Golestan University · IRMashhad University of Medical Sciences · IRUniversity of Neyshabur · IRAustralian National University · AUBabol University of Medical Sciences · IRGolestan University of Medical Sciences · IRIran University of Medical Sciences · IRWorld Health Organization · CH

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundColorectal 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.

methodsCancer 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.

resultsThe 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

conclusionIncreased 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.

Indexed as

Colonic NeoplasmsDisease SusceptibilityFemaleGeographic Information SystemsGeography, MedicalHumansIranMaleMetals, HeavyPopulation SurveillanceSpatial AnalysisTrace ElementsMetals, HeavyTrace ElementsColon cancerGeographical information systemsGolestanHeavy metalsIranOrdinary least squareRegression modelSpatial analysisTrace elements

Identifiers

PMID33858386
PMCPMC8048218
OpenAlexW3109270945

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.