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Caruso G, Nanni A, Curcio A, Lombardi G, Somma T, Minutoli L, Caffo M. Impact of Heavy Metals on Glioma Tumorigenesis. Int J Mol Sci 2023; 24:15432. [PMID: 37895109 PMCID: PMC10607278 DOI: 10.3390/ijms242015432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 10/13/2023] [Accepted: 10/19/2023] [Indexed: 10/29/2023] Open
Abstract
Recently, an increase in the incidence of brain tumors has been observed in the most industrialized countries. This event triggered considerable interest in the study of heavy metals and their presence in the environment (air, water, soil, and food). It is probable that their accumulation in the body could lead to a high risk of the onset of numerous pathologies, including brain tumors, in humans. Heavy metals are capable of generating reactive oxygen, which plays a key role in various pathological mechanisms. Alteration of the homeostasis of heavy metals could cause the overproduction of reactive oxygen species and induce DNA damage, lipid peroxidation, and the alteration of proteins. A large number of studies have shown that iron, cadmium, lead, nickel, chromium, and mercury levels were significantly elevated in patients affected by gliomas. In this study, we try to highlight a possible correlation between the most frequently encountered heavy metals, their presence in the environment, their sources, and glioma tumorigenesis. We also report on the review of the relevant literature.
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Affiliation(s)
- Gerardo Caruso
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Unit of Neurosurgery, Università degli Studi di Messina, 98125 Messina, Italy; (A.N.); (A.C.); (M.C.)
| | - Aristide Nanni
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Unit of Neurosurgery, Università degli Studi di Messina, 98125 Messina, Italy; (A.N.); (A.C.); (M.C.)
| | - Antonello Curcio
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Unit of Neurosurgery, Università degli Studi di Messina, 98125 Messina, Italy; (A.N.); (A.C.); (M.C.)
| | - Giuseppe Lombardi
- Department of Oncology, Oncology 1, Veneto Institute of Oncology IOV-IRCCS, 35128 Padua, Italy;
| | - Teresa Somma
- Division of Neurosurgery, Department of Neurological Sciences, Università degli Studi di Napoli Federico II, 80125 Naples, Italy;
| | - Letteria Minutoli
- Department of Clinical and Experimental Medicine, Università degli Studi di Messina, 98125 Messina, Italy;
| | - Maria Caffo
- Department of Biomedical and Dental Sciences and Morphofunctional Imaging, Unit of Neurosurgery, Università degli Studi di Messina, 98125 Messina, Italy; (A.N.); (A.C.); (M.C.)
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Nguyen VK, Colacino J, Patel CJ, Sartor M, Jolliet O. Identification of occupations susceptible to high exposure and risk associated with multiple toxicants in an observational study: National Health and Nutrition Examination Survey 1999-2014. EXPOSOME 2022; 2:osac004. [PMID: 35832257 PMCID: PMC9266352 DOI: 10.1093/exposome/osac004] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 04/29/2022] [Accepted: 06/08/2022] [Indexed: 01/18/2023]
Abstract
Occupational exposures to toxicants are estimated to cause over 370 000 premature deaths annually. The risks due to multiple workplace chemical exposures and those occupations most susceptible to the resulting health effects remain poorly characterized. The aim of this study is to identify occupations with elevated toxicant biomarker concentrations and increased health risk associated with toxicant exposures in a diverse working US population. For this observational study of 51 008 participants, we used data from the 1999-2014 National Health and Nutrition Examination Survey. We characterized differences in chemical exposures by occupational group for 131 chemicals by applying a series of generalized linear models with the outcome as biomarker concentrations and the main predictor as the occupational groups, adjusting for age, sex, race/ethnicity, poverty income ratio, study period, and biomarker of tobacco use. For each occupational group, we calculated percentages of participants with chemical biomarker levels exceeding acceptable health-based guidelines. Blue-collar workers from "Construction," "Professional, Scientific, Technical Services," "Real Estate, Rental, Leasing," "Manufacturing," and "Wholesale Trade" have higher biomarker levels of toxicants such as several heavy metals, acrylamide, glycideamide, and several volatile organic compounds (VOCs) compared with their white-collar counterparts. Moreover, blue-collar workers from these industries have toxicant concentrations exceeding acceptable levels: arsenic (16%-58%), lead (1%-3%), cadmium (1%-11%), glycideamide (3%-6%), and VOCs (1%-33%). Blue-collar workers have higher toxicant levels relative to their white-collar counterparts, often exceeding acceptable levels associated with noncancer effects. Our findings identify multiple occupations to prioritize for targeted interventions and health policies to monitor and reduce toxicant exposures.
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Affiliation(s)
- Vy Kim Nguyen
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Informatics, Medical School, Harvard University, Boston, MA, USA
| | - Justin Colacino
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, USA
- Department of Nutritional Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Chirag J Patel
- Department of Biomedical Informatics, Medical School, Harvard University, Boston, MA, USA
| | - Maureen Sartor
- Department of Computational Medicine and Bioinformatics, Medical School, University of Michigan, Ann Arbor, MI, USA
| | - Olivier Jolliet
- Department of Environmental Health Sciences, School of Public Health, University of Michigan, Ann Arbor, MI, USA
- Quantitative Sustainability Assessment, Department of Environmental and Resource Engineering, Technical University of Denmark, Kgs. Lyngby, Denmark
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3
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Zhong P, Lin Y, Chen T. A decreased risk of meningioma in women smokers was only observed in American studies rather than studies conducted in other countries: a systematic review and meta-analysis. Chin Neurosurg J 2021; 7:45. [PMID: 34724983 PMCID: PMC8559372 DOI: 10.1186/s41016-021-00261-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Accepted: 09/18/2021] [Indexed: 11/13/2022] Open
Abstract
Background Whether smoking is related to a decreased risk of meningioma in women is still controversial. We conducted a systematic review and meta-analysis examining the association between smoking and risk of meningiomas in women. Methods Two authors independently performed a systematic literature review in the PubMed, Cochrane Library, and EMBASE databases. We identified case-control and cohort studies quantifying associations between smoking and risk of meningioma in women. A meta-analysis by pooling studies was performed according to the multivariate-adjusted risk estimates and 95% confidence intervals (CIs) preferentially. We further conducted additional subgroup and sensitivity analyses to explore possible explanations of the results. Results A total of seven observational studies were included, with a total of 2132 female patients diagnosed with meningiomas. Ever smoking was associated with a significantly reduced risk of meningioma in women, with pooled odds ratio (OR) of 0.83 (95% CI 0.70–0.98). Similar findings were noted for current (OR 0.78, 95% CI 0.66–0.93) and past (OR 0.82, 95% CI 0.71–0.94) smokers. However, considering the areas, the OR of ever smoking was 0.77 (95% CI 0.68–0.87) in three American studies, but 0.99 (95% CI 0.73–1.35) in four studies conducted in other countries. Conclusions Based on limited epidemiological evidence, a decreased risk of meningioma in women smokers was only observed in American studies rather than studies conducted in other countries.
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Affiliation(s)
- Ping Zhong
- BE and Phase I Clinical Trial Center, The First Affiliated Hospital of Xiamen University, Xiamen, People's Republic of China.
| | - Yiting Lin
- Department of Respiratory and Critical Care Medicine, Xiamen Haicang Hospital, Xiamen, People's Republic of China
| | - Ting Chen
- Department of Medical Examination and Blood Collection, Xiamen Blood Center, Xiamen, People's Republic of China
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Occupational Lead Exposure and Brain Tumors: Systematic Review and Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17113975. [PMID: 32503353 PMCID: PMC7312535 DOI: 10.3390/ijerph17113975] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2020] [Revised: 05/27/2020] [Accepted: 05/29/2020] [Indexed: 12/23/2022]
Abstract
(1) Background: Due to inconsistencies in epidemiological findings, there has been uncertainty regarding the association of lead compounds with brain tumors. We performed a meta-analysis of published case-control and cohort studies exploring lead compound exposure and brain tumor risk. (2) Methods: We searched PubMed, Embase®, and Cochrane to find eligible studies. Eighteen studies were selected for assessment of occupational exposure to lead compound and brain tumor. Pooled estimates of odds ratios (ORs) were obtained using random effects models. We assessed the differences through subgroup analysis according to tumor type, study design, measurements of exposure, and tumor outcome. Statistical tests for publication bias, heterogeneity, and sensitivity analysis were applied. (3) Results: Our systematic review and meta-analysis showed a not significant association with lead exposure and risk of benign and malignant brain tumors (pooled OR = 1.11, 95% Confidence Interval (CI): 0.95–1.29). Including only malignant brain tumors, the risk of brain tumor was significantly increased (pooled OR = 1.13, 95% CI: 1.04–1.24). (4) Conclusions: This meta-analysis provides suggestive evidence for an association between lead compound exposure and brain tumor. In future studies, it will be necessary to identify the effect of lead compounds according to the types of brain tumor.
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Steenland K, Barry V, Anttila A, Sallmen M, Mueller W, Ritchie P, McElvenny DM, Straif K. Cancer incidence among workers with blood lead measurements in two countries. Occup Environ Med 2019; 76:603-610. [PMID: 31296664 DOI: 10.1136/oemed-2019-105786] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2019] [Revised: 06/19/2019] [Accepted: 06/27/2019] [Indexed: 12/28/2022]
Abstract
OBJECTIVE Study carcinogenicity of inorganic lead, classified as 'probably carcinogenic' to humans by the International Agency for Research on Cancer (brain, lung, kidney and stomach). METHODS We conducted internal and external analyses for cancer incidence in two cohorts of 29 874 lead-exposed workers with past blood lead data (Finland, n=20 752, Great Britain=9122), with 6790 incident cancers. Exposure was maximum measured blood lead. RESULTS The combined cohort had a median maximum blood lead of 29 μg/dL, a mean first blood lead test of 1977, and was 87% male. Significant (p<0.05) positive trends, using the log of maximum blood lead, were found for brain cancer (malignant), Hodgkin's lymphoma, lung cancer and rectal cancer, while a significant negative trend was found for melanoma. Borderline significant positive trends (0.05≤p≤0.10) were found for oesophageal cancer, meningioma and combined malignant/benign brain cancer. Categorical analyses reflected these trends. Significant interactions by country were found for lung, brain and oesophageal cancer, with Finland showing strong positive trends, and Great Britain showing modest or no trends. Larynx cancer in Finland also showed a positive trend (p=0.05). External analyses for high exposure workers (maximum blood lead >40 μg/dL) showed a significant excess for lung cancer in both countries combined, and significant excesses in Finland for brain and lung cancer. The Great Britain data were limited by small numbers for some cancers, and limited variation in exposure. CONCLUSIONS We found strong positive incidence trends with increasing blood lead level, for several outcomes in internal analysis. Two of these, lung and brain cancer, were sites of a priori interest.
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Affiliation(s)
| | - Vaughn Barry
- Rollins School of Public Health, Atlanta, Georgia, USA
| | | | - Markku Sallmen
- Finnish Institute of Occupational Health, Helsinki, Finland
| | | | | | | | - Kurt Straif
- International Agency for Research on Cancer, Lyon, France
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6
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Barthélemy EJ, Park KB, Johnson W. Neurosurgery and Sustainable Development Goals. World Neurosurg 2018; 120:143-152. [DOI: 10.1016/j.wneu.2018.08.070] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 08/09/2018] [Accepted: 08/11/2018] [Indexed: 12/14/2022]
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McElvenny DM, van Tongeren M, Turner MC, Benke G, Figuerola J, Fleming S, Hours M, Kincl L, Krewski D, McLean D, Parent MÉ, Richardson L, Schlehofer B, Schlaefer K, Sadetzki S, Schüz J, Siemiatycki J, Cardis E. The INTEROCC case-control study: risk of meningioma and occupational exposure to selected combustion products, dusts and other chemical agents. Occup Environ Med 2018; 75:12-22. [PMID: 28947494 DOI: 10.1136/oemed-2016-104280] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2016] [Revised: 06/08/2017] [Accepted: 06/20/2017] [Indexed: 11/03/2022]
Abstract
BACKGROUND Little is known about occupational risk factors for meningioma. OBJECTIVES To study whether risk of meningioma is associated with several occupational exposures, including selected combustion products, dusts and other chemical agents. METHODS The INTEROCC study was an international case-control study of brain cancer conducted in seven countries. Data collection by interview included lifetime occupational histories. A job exposure matrix was used to derive estimates of exposure for the 12 agents. ORs for ever versus never exposed and for exposure-response using duration of exposure and cumulative exposure were derived using conditional logistic regression stratified by sex, age group, country/region, adjusted for education. RESULTS These analyses included 1906 cases and 5565 controls. For 11 of the 12 agents, no excess risk was found for ever exposed. For ever exposure to oil mists, an elevated OR of 1.57 (95% CI 1.10 to 2.22, 51 exposed cases) was found. Statistically significant exposure-response relationships were observed with cumulative exposure (p=0.01) and duration of exposure (p=0.04). Among women, there were also significant trends for cumulative and duration of exposure to asbestos and excesses in the highest exposure categories for formaldehyde. CONCLUSIONS Most agents examined did not provoke excess risks of meningioma. The main finding from this study is that it is the first study to identify a statistical association between exposure to oil mists and meningioma. This may be a chance finding or could be due to confounding with iron exposure and further research is required to understand whether the relationship is causal.
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Affiliation(s)
| | - Martie van Tongeren
- Institute of Occupational Medicine, Edinburgh, UK
- Centre for Occupational and Environmental Health, Centre for Epidemiology, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Medicine, Biology and Health, University of Manchester, UK
| | - Michelle C Turner
- Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- McLaughlin Centre for Population Health Risk Assessment, University of Ottawa, Ottawa, Canada
| | | | - Jordi Figuerola
- Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Sarah Fleming
- Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Martine Hours
- Unité Mixte de Recherche Epidémiologique Transport Travail Environnement Université Lyon 1/IFSTTAR, Université de Lyon, Lyon, France
| | - Laurel Kincl
- College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon, USA
| | - Daniel Krewski
- McLaughlin Centre for Population Health Risk Assessment, University of Ottawa, Ottawa, Canada
- Department of Epidemiology and Community Medicine, Faculty of Medicine, University of Ottawa, Ottawa, Canada
| | - Dave McLean
- Centre for Public Health Research, Massey University, Wellington, New Zealand
| | | | | | - Brigitte Schlehofer
- Unit of Environmental Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Klaus Schlaefer
- Unit of Environmental Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Siegal Sadetzki
- The Cancer & Radiation Epidemiology Unit, The Gertner Institute, Chaim Sheba Medical Center, Tel Hashomer, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Joachim Schüz
- International Agency for Research on Cancer (IARC), Section of Environment and Radiation, Lyon, France
| | - Jack Siemiatycki
- University of Montreal Hospital Research Centre, Montreal, Canada
| | - Elisabeth Cardis
- Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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8
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Turner MC, Benke G, Bowman JD, Figuerola J, Fleming S, Hours M, Kincl L, Krewski D, McLean D, Parent ME, Richardson L, Sadetzki S, Schlaefer K, Schlehofer B, Schüz J, Siemiatycki J, van Tongeren M, Cardis E. Interactions between occupational exposure to extremely low frequency magnetic fields and chemicals for brain tumour risk in the INTEROCC study. Occup Environ Med 2017; 74:802-809. [PMID: 28600451 PMCID: PMC8640944 DOI: 10.1136/oemed-2016-104080] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 05/02/2017] [Accepted: 05/10/2017] [Indexed: 11/03/2022]
Abstract
OBJECTIVES In absence of clear evidence regarding possible effects of occupational chemical exposures on brain tumour aetiology, it is worthwhile to explore the hypothesis that such exposures might act on brain tumour risk in interaction with occupational exposure to extremely low frequency magnetic fields (ELF). METHODS INTEROCC is a seven-country (Australia, Canada, France, Germany, Israel, New Zealand and UK), population-based, case-control study, based on the larger INTERPHONE study. Incident cases of primary glioma and meningioma were ascertained from 2000 to 2004. Job titles were coded into standard international occupational classifications and estimates of ELF and chemical exposures were assigned based on job-exposure matrices. Dichotomous indicators of cumulative ELF (≥50th vs <50th percentile, 1-4 year exposure time window) and chemical exposures (ever vs never, 5-year lag) were created. Interaction was assessed on both the additive and multiplicative scales. RESULTS A total of 1939 glioma cases, 1822 meningioma cases and 5404 controls were included in the analysis, using conditional logistic regression. There was no clear evidence for interactions between ELF and any of the chemical exposures assessed for either glioma or meningioma risk. For glioma, subjects in the low ELF/metal exposed group had a lower risk than would be predicted from marginal effects. Results were similar according to different exposure time windows, to cut-points of exposure or in exposed-only analyses. CONCLUSIONS There was no clear evidence for interactions between occupational ELF and chemical exposures in relation to glioma or meningioma risk observed. Further research with more refined estimates of occupational exposures is recommended.
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Affiliation(s)
- Michelle C Turner
- Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- McLaughlin Centre for Population Health Risk Assessment, University of Ottawa, Ottawa, Canada
| | | | - Joseph D Bowman
- National Institute for Occupational Safety and Health, Cincinnati, Ohio, USA
| | - Jordi Figuerola
- Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | | | - Martine Hours
- Université de Lyon, Université Lyon 1/IFSTTAR, Unité Mixte de Recherche Epidémiologique Transport Travail Environnement, Lyon, France
| | | | - Daniel Krewski
- McLaughlin Centre for Population Health Risk Assessment, University of Ottawa, Ottawa, Canada
- School of Epidemiology, Public Health and Disease Prevention, Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | | | | | | | - Siegal Sadetzki
- The Cancer & Radiation Epidemiology Unit, The Gertner Institute, Chaim Sheba Medical Center, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | - Klaus Schlaefer
- Unit of Environmental Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Brigitte Schlehofer
- Unit of Environmental Epidemiology, German Cancer Research Center, Heidelberg, Germany
| | - Joachim Schüz
- International Agency for Research on Cancer (IARC), Section of Environment and Radiation, Lyon, France
| | - Jack Siemiatycki
- University of Montreal Hospital Research Centre, Montreal, Canada
| | | | - Elisabeth Cardis
- Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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Benke G, Turner MC, Fleming S, Figuerola J, Kincl L, Richardson L, Blettner M, Hours M, Krewski D, McLean D, Parent ME, Sadetzki S, Schlaefer K, Schlehofer B, Siemiatycki J, van Tongeren M, Cardis E. Occupational solvent exposure and risk of glioma in the INTEROCC study. Br J Cancer 2017; 117:1246-1254. [PMID: 28910824 PMCID: PMC5674105 DOI: 10.1038/bjc.2017.285] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2016] [Revised: 07/25/2017] [Accepted: 07/27/2017] [Indexed: 12/23/2022] Open
Abstract
Background: The aetiology of glioma remains largely unknown. Occupational solvent exposure has been suggested as a putative cause of glioma, but past studies have been inconsistent. We examined the association between a range of solvents and glioma risk within the INTEROCC project, a study of brain tumours and occupational exposures based on data from seven national case–control studies conducted in the framework of the INTERPHONE study. We also investigated associations according to tumour grade. Methods: Data from the seven countries were standardised and then combined into one aggregate data set. Pooled odds ratios (ORs) were estimated for adjusted models that included sex, age, country–region of residence and level of educational attainment. Exposures to any solvent or 11 specific solvents or subgroups were assessed using a modified version of the FINJEM job exposure matrix (JEM) specifically developed for the study, called INTEROCC-JEM. Results: Analysis included 2000 glioma cases and 5565 controls. For glioma and ever/never exposure to any solvent, the OR was 0.91 (95% confidence interval: 0.74–1.11). All ORs were <1.0 for specific solvents/subgroups. There were no increases in risk according to high or low grade of tumour. Conclusions: The results of this study show no consistent associations for any solvent exposures overall or by grade of tumour.
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Affiliation(s)
- Geza Benke
- Department of Epidemiology and Preventive Medicine, Monash University, Melbourne 3004, Australia
| | - Michelle C Turner
- Barcelona Institute for Global Health (ISGlobal), Barcelona 08036, Spain.,Department of Experimental and Health Sciences, Universitat Pompeu Fabra (UPF), Barcelona 08003, Spain.,CIBER Epidemiología y Salud Pública (CIBERESP), Madrid 028020, Spain.,McLaughlin Centre for Population Health Risk Assessment, University of Ottawa, Ottawa K1H 8M5, Canada
| | - Sarah Fleming
- Leeds Institute of Cardiovascular and Metabolic Medicine, Institute of Cancer &Pathology, University of Leeds, Leeds LS2 9LN, UK
| | - Jordi Figuerola
- Barcelona Institute for Global Health (ISGlobal), Barcelona 08036, Spain.,Department of Experimental and Health Sciences, Universitat Pompeu Fabra (UPF), Barcelona 08003, Spain.,CIBER Epidemiología y Salud Pública (CIBERESP), Madrid 028020, Spain
| | - Laurel Kincl
- Environmental and Occupational Health program in the College of Public Health and Human Sciences, Oregon State University, Corvallis, OR 97331, USA
| | - Lesley Richardson
- University of Montreal Hospital Research Centre (CRCHUM), Montreal H2X OA9, Canada
| | - Maria Blettner
- Institute of Medical Biostatistics, Epidemiology and Informatics, University Medical Center, Johannes-Gutenberg University Mainz, Mainz 55131, Germany
| | - Martine Hours
- Unité Mixte de Recherche Epidémiologique Transport Travail Environnement Université Lyon 1/IFSTTAR, Université de Lyon, Lyon 69675, France
| | - Daniel Krewski
- McLaughlin Centre for Population Health Risk Assessment, University of Ottawa, Ottawa K1H 8M5, Canada.,School of Epidemiology, Public Health and Disease Prevention, Faculty of Medicine, University of Ottawa, Ottawa K1G 5Z3, Canada
| | - David McLean
- Centre for Public Health Research, Massey University, Wellington 6140, New Zealand
| | - Marie-Elise Parent
- INRS-Institut Armand-Frappier, Université du Québec, Laval H7V 1B7, Canada
| | - Siegal Sadetzki
- The Cancer &Radiation Epidemiology Unit, The Gertner Institute, Chaim Sheba Medical Center, Tel Hashomer 52620, Israel.,Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv 6997801, Israel
| | - Klaus Schlaefer
- German Cancer Research Center (DKFZ), Heidelberg 69120, Germany
| | | | - Jack Siemiatycki
- University of Montreal Hospital Research Centre (CRCHUM), Montreal H2X OA9, Canada
| | - Martie van Tongeren
- Institute of Occupational Medicine, Edinburgh EH14 4AP, UK.,Centre for Occupational and Environmental Health, Centre for Epidemiology, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK
| | - Elisabeth Cardis
- Barcelona Institute for Global Health (ISGlobal), Barcelona 08036, Spain.,Department of Experimental and Health Sciences, Universitat Pompeu Fabra (UPF), Barcelona 08003, Spain.,CIBER Epidemiología y Salud Pública (CIBERESP), Madrid 028020, Spain
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10
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Parent ME, Turner MC, Lavoué J, Richard H, Figuerola J, Kincl L, Richardson L, Benke G, Blettner M, Fleming S, Hours M, Krewski D, McLean D, Sadetzki S, Schlaefer K, Schlehofer B, Schüz J, Siemiatycki J, van Tongeren M, Cardis E. Lifetime occupational exposure to metals and welding fumes, and risk of glioma: a 7-country population-based case-control study. Environ Health 2017; 16:90. [PMID: 28841833 PMCID: PMC5574088 DOI: 10.1186/s12940-017-0300-y] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 08/15/2017] [Indexed: 05/04/2023]
Abstract
BACKGROUND Brain tumor etiology is poorly understood. Based on their ability to pass through the blood-brain barrier, it has been hypothesized that exposure to metals may increase the risk of brain cancer. Results from the few epidemiological studies on this issue are limited and inconsistent. METHODS We investigated the relationship between glioma risk and occupational exposure to five metals - lead, cadmium, nickel, chromium and iron- as well as to welding fumes, using data from the seven-country INTEROCC study. A total of 1800 incident glioma cases and 5160 controls aged 30-69 years were included in the analysis. Lifetime occupational exposure to the agents was assessed using the INTEROCC JEM, a modified version of the Finnish job exposure matrix FINJEM. RESULTS In general, cases had a slightly higher prevalence of exposure to the various metals and welding fumes than did controls, with the prevalence among ever exposed ranging between 1.7 and 2.2% for cadmium to 10.2 and 13.6% for iron among controls and cases, respectively. However, in multivariable logistic regression analyses, there was no association between ever exposure to any of the agents and risk of glioma with odds ratios (95% confidence intervals) ranging from 0.8 (0.7-1.0) for lead to 1.1 (0.7-1.6) for cadmium. Results were consistent across models considering cumulative exposure or duration, as well as in all sensitivity analyses conducted. CONCLUSIONS Findings from this large-scale international study provide no evidence for an association between occupational exposure to any of the metals under scrutiny or welding fumes, and risk of glioma.
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Grants
- 001 World Health Organization
- R01 CA124759 NCI NIH HHS
- National Institutes of Health
- Agence Française de Sécurité Sanitaire de l'Environnement et du Travail
- European Fifth Framework Program
- International Union against Cancer
- Australian National Health and Medical Research Council
- University of Sydney Medical Foundation Program;
- Cancer Council NSW (AU)
- Cancer Council Victoria (AU)
- Canadian Institutes of Health Research
- Canada Research Chairs
- Guzzo-Cancer Research Society
- Fonds de Recherche du Québec - Santé
- National Sciences and Engineering Research Council of Canada
- Association pour la recherche sur le cancer
- German Federal Ministry for the Environment, Nuclear 45 Safety, and Nature Protection
- Ministry for the Environment and Traffic of the state of Baden
- Ministry for the Environment of the state of North Rhine-Westphalia
- MAIFOR Program (Mainzer Forschungsforderungsprogramm) of the University of Mainz
- Health Research Council of New Zealand
- Hawkes Bay Medical Research Foundation
- Wellington Medical Research Foundation
- Waikato Medical Research Foundation
- Cancer Society of New Zealand
- Mobile Telecommunications, Health and Research (MTHR) program, UK
- Health and Safety Executive, UK
- Department of Health, UK
- UK Network Operators (O2, Orange, T-Mobile, Vodafone, ‘3’)
- Scottish Executive
- Mobile Manufacturers’ Forum and GSM Association (with UICC)
- Canadian Wireless Telecommunications Association (with CIHR)
- Network operators Orange, SFR and Bouygues Telecom
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Affiliation(s)
- Marie-Elise Parent
- Epidemiology and Biostatistics Unit, INRS-Institut Armand-Frappier, Université du Québec, 531, Boul. Des Prairies, Laval, Quebec, H7V 1B7 Canada
- School of Public Health, University of Montreal, Montreal, Canada
- University of Montreal Hospital Research Centre (CRCHUM), Montreal, Canada
| | - Michelle C. Turner
- Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- McLaughlin Centre for Population Health Risk Assessment, University of Ottawa, Ottawa, Canada
| | - Jérôme Lavoué
- School of Public Health, University of Montreal, Montreal, Canada
- University of Montreal Hospital Research Centre (CRCHUM), Montreal, Canada
| | - Hugues Richard
- Epidemiology and Biostatistics Unit, INRS-Institut Armand-Frappier, Université du Québec, 531, Boul. Des Prairies, Laval, Quebec, H7V 1B7 Canada
| | - Jordi Figuerola
- Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | | | - Lesley Richardson
- University of Montreal Hospital Research Centre (CRCHUM), Montreal, Canada
| | | | - Maria Blettner
- Institute of Medical Biostatistics, Epidemiology and Informatics, University Medical Center, Johannes-Gutenberg University Mainz, Mainz, Germany
| | | | - Martine Hours
- Unité Mixte de Recherche Epidémiologique Transport Travail Environnement Université Lyon 1/IFSTTAR, Université de Lyon, Lyon, France
| | - Daniel Krewski
- McLaughlin Centre for Population Health Risk Assessment, University of Ottawa, Ottawa, Canada
- School of Epidemiology, Public Health and Disease Prevention, Faculty of Medicine, University of Ottawa, Ottawa, Canada
| | - David McLean
- Centre for Public Health Research, Massey University, Wellington, New Zealand
| | - Siegal Sadetzki
- The Cancer & Radiation Epidemiology Unit, The Gertner Institute, Chaim Sheba Medical Center, Ramat Gan, Israel
- Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv, Israel
| | | | | | - Joachim Schüz
- International Agency for Research on Cancer (IARC), Section of Environment and Radiation, Lyon, France
| | - Jack Siemiatycki
- School of Public Health, University of Montreal, Montreal, Canada
- University of Montreal Hospital Research Centre (CRCHUM), Montreal, Canada
| | - Martie van Tongeren
- Institute of Occupational Medicine, Edinburgh, UK
- Centre for Occupational and Environmental Health, Centre for Epidemiology, University of Manchester, Manchester, UK
| | - Elisabeth Cardis
- Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
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