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Khosravipour M, Ghanbari Kakavandi M, Gharagozlou F, Nadri F, Barzegar A, Emami K, Valadi Athar H. Independent, modified, and interacting effects of long-term noise, extremely low-frequency electromagnetic fields, and shift work exposures on liver enzymes. Environ Pollut 2023; 333:122036. [PMID: 37321317 DOI: 10.1016/j.envpol.2023.122036] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Revised: 05/21/2023] [Accepted: 06/12/2023] [Indexed: 06/17/2023]
Abstract
To quantify long-term independent, modified, and interacting effects of noise, extremely low-frequency electromagnetic fields (ELF-EMFs), and shift work exposures on liver enzymes, a four-year repeated measures study was performed among male workers in a thermal power plant industry from 2016 to 2020. The 8-h equivalent sound pressure levels (Leq) were measured at weighting channels of Z, A, and C for octave-band frequencies. The 8-h time-weighted average of ELF-EMFs levels was measured for each participant. Shift work schedule was determined based on job titles, including 3-rotating night shift work and fixed day shift work schedules. The fasting blood samples were taken to determine liver enzymes (AST, Aspartate transaminase; ALT, Alanine transaminase). The percentage change (PC) and 95% confidence interval (CI) of AST and ALT enzymes were estimated by the different bootstrapped-mixed-effects linear regression models. Per 10-dB noise increase, we found a significantly higher PC (95% CI) of AST and ALT (only LAeq) levels in all regression models with the highest changes for LAeq. For the octave-band noise analysis, there was an upward trend from 31.5 Hz to 1 kHz frequencies and a downward trend from 1 to 8 kHz frequencies. Per 1 mG ELF-EMFs increase, we observed a significantly higher PC (95% CI) of AST and ALT enzymes in the main adjusted and the main adjusted + shift work models. The 3-rotating night than fixed day shift workers had a significant PC in the unadjusted model for AST enzyme and the fully adjusted and the main adjusted + ELF-EMFs models for ALT enzyme. Significant negative two-way or/and three-way interaction effects among the noise, ELF-EMFs, and shift work were observed for both AST and ALT enzymes. Our findings indicated long-term noise, ELF-EMFs, and 3-rotating night shift work exposures may be significantly associated with changes in the levels of liver enzymes.
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Affiliation(s)
- Masoud Khosravipour
- Department of Occupational Health Engineering, School of Public Health, Tehran University of Medical Sciences, Tehran, Iran.
| | - Masoud Ghanbari Kakavandi
- Department of Occupational Health Engineering, School of Public Health, Kermanshah University of Medical Sciences, Kermanshah, Iran; Research center for Environmental Determinant of Health (RCEDH), Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Faramarz Gharagozlou
- Department of Occupational Health Engineering, School of Public Health, Kermanshah University of Medical Sciences, Kermanshah, Iran; Research center for Environmental Determinant of Health (RCEDH), Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Farshad Nadri
- Department of Occupational Health Engineering, School of Public Health, Kermanshah University of Medical Sciences, Kermanshah, Iran; Research center for Environmental Determinant of Health (RCEDH), Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Akbar Barzegar
- Department of Occupational Health Engineering, School of Public Health, Kermanshah University of Medical Sciences, Kermanshah, Iran; Research center for Environmental Determinant of Health (RCEDH), Health Institute, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Khosro Emami
- Department of Occupational Health Engineering, School of Public Health, Kermanshah University of Medical Sciences, Kermanshah, Iran
| | - Hossein Valadi Athar
- Department of Occupational Health Engineering, School of Public Health, Hamadan University of Medical Sciences, Hamadan, Iran.
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Castaño-Vinyals G, Sadetzki S, Vermeulen R, Momoli F, Kundi M, Merletti F, Maslanyj M, Calderon C, Wiart J, Lee AK, Taki M, Sim M, Armstrong B, Benke G, Schattner R, Hutter HP, Krewski D, Mohipp C, Ritvo P, Spinelli J, Lacour B, Remen T, Radon K, Weinmann T, Petridou ET, Moschovi M, Pourtsidis A, Oikonomou K, Kanavidis P, Bouka E, Dikshit R, Nagrani R, Chetrit A, Bruchim R, Maule M, Migliore E, Filippini G, Miligi L, Mattioli S, Kojimahara N, Yamaguchi N, Ha M, Choi K, Kromhout H, Goedhart G, 't Mannetje A, Eng A, Langer CE, Alguacil J, Aragonés N, Morales-Suárez-Varela M, Badia F, Albert A, Carretero G, Cardis E. Wireless phone use in childhood and adolescence and neuroepithelial brain tumours: Results from the international MOBI-Kids study. Environ Int 2022; 160:107069. [PMID: 34974237 DOI: 10.1016/j.envint.2021.107069] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 12/22/2021] [Accepted: 12/24/2021] [Indexed: 06/14/2023]
Abstract
In recent decades, the possibility that use of mobile communicating devices, particularly wireless (mobile and cordless) phones, may increase brain tumour risk, has been a concern, particularly given the considerable increase in their use by young people. MOBI-Kids, a 14-country (Australia, Austria, Canada, France, Germany, Greece, India, Israel, Italy, Japan, Korea, the Netherlands, New Zealand, Spain) case-control study, was conducted to evaluate whether wireless phone use (and particularly resulting exposure to radiofrequency (RF) and extremely low frequency (ELF) electromagnetic fields (EMF)) increases risk of brain tumours in young people. Between 2010 and 2015, the study recruited 899 people with brain tumours aged 10 to 24 years old and 1,910 controls (operated for appendicitis) matched to the cases on date of diagnosis, study region and age. Participation rates were 72% for cases and 54% for controls. The mean ages of cases and controls were 16.5 and 16.6 years, respectively; 57% were males. The vast majority of study participants were wireless phones users, even in the youngest age group, and the study included substantial numbers of long-term (over 10 years) users: 22% overall, 51% in the 20-24-year-olds. Most tumours were of the neuroepithelial type (NBT; n = 671), mainly glioma. The odds ratios (OR) of NBT appeared to decrease with increasing time since start of use of wireless phones, cumulative number of calls and cumulative call time, particularly in the 15-19 years old age group. A decreasing trend in ORs was also observed with increasing estimated cumulative RF specific energy and ELF induced current density at the location of the tumour. Further analyses suggest that the large number of ORs below 1 in this study is unlikely to represent an unknown causal preventive effect of mobile phone exposure: they can be at least partially explained by differential recall by proxies and prodromal symptoms affecting phone use before diagnosis of the cases. We cannot rule out, however, residual confounding from sources we did not measure. Overall, our study provides no evidence of a causal association between wireless phone use and brain tumours in young people. However, the sources of bias summarised above prevent us from ruling out a small increased risk.
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Affiliation(s)
- G Castaño-Vinyals
- Barcelona Institute of Global Health (ISGlobal), 88 Doctor Aiguader, E-08003 Barcelona, Spain; University Pompeu Fabra, Barcelona, Spain; CIBER Epidemiologia y Salud Pública, Madrid, Spain; IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
| | - S Sadetzki
- Cancer & Radiation Epidemiology Unit, Gertner Institute for Epidemiology & Health Policy Research, Sheba Medical Center, Tel-Hashomer, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel; Ministry of Health, Jerusalem, Israel
| | - R Vermeulen
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, the Netherlands
| | - F Momoli
- School of Epidemiology and Public Health, University of Ottawa, Canada; Risk Science International, Ottawa, Canada
| | - M Kundi
- Department of Environmental Health, Center for Public Health, Medical University Vienna, Austria
| | - F Merletti
- Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO-Piemonte, Turin, Italy
| | | | | | - J Wiart
- Laboratoire de Traitement et Communication de l'Information (LTCI), Telecom Paris, Institut Polytechnique de Paris, 91120 Palaiseau, France
| | - A-K Lee
- Radio Technology Research Department, Electronics and Telecommunications Research Institute (ETRI), Yuseong-gu, Daejeon, Korea
| | - M Taki
- Department of Electrical & Electronic Engineering, Graduate Schools of Science and Engineering, Tokyo Metropolitan University, Tokyo, Japan
| | - M Sim
- School of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - B Armstrong
- School of Population and Global Health, The University of Western Australia, Perth 6009, Australia
| | - G Benke
- School of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - R Schattner
- School of Epidemiology and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - H-P Hutter
- Department of Environmental Health, Center for Public Health, Medical University Vienna, Austria
| | - D Krewski
- Risk Science International, Ottawa, Canada; School of Epidemiology and Public Health, University of Ottawa Faculty of Medicine, Ottawa, Ontario, Canada; McLaughlin Centre for Population Health Risk Assessment, University of Ottawa Faculty of Medicine, Ottawa, Ontario, Canada
| | - C Mohipp
- University of Ottawa, Ottawa, Canada
| | - P Ritvo
- York University, Toronto, Ontario, Canada
| | - J Spinelli
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | - B Lacour
- French National Registry of Childhood Solid Tumors, CHRU, Nancy, France; Inserm UMR 1153, Center of Research in Epidemiology and StatisticS (CRESS), Paris University, Epidemiology of Childhood and Adolescent Cancers Team (EPICEA), Paris, France
| | - T Remen
- Inserm UMR 1153, Center of Research in Epidemiology and StatisticS (CRESS), Paris University, Epidemiology of Childhood and Adolescent Cancers Team (EPICEA), Paris, France
| | - K Radon
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany
| | - T Weinmann
- Institute and Clinic for Occupational, Social and Environmental Medicine, University Hospital, LMU Munich, Munich, Germany
| | - E Th Petridou
- Hellenic Society for Social Pediatrics & Health Promotion, Greece; Dept of Hygiene and Epidemiology, Medical School, National and Kapodistrian University of Athens, Greece
| | - M Moschovi
- Hellenic Society for Social Pediatrics & Health Promotion, Greece
| | - A Pourtsidis
- Hellenic Society for Social Pediatrics & Health Promotion, Greece
| | - K Oikonomou
- Hellenic Society for Social Pediatrics & Health Promotion, Greece
| | - P Kanavidis
- Hellenic Society for Social Pediatrics & Health Promotion, Greece
| | - E Bouka
- Hellenic Society for Social Pediatrics & Health Promotion, Greece
| | - R Dikshit
- Centre for Cancer Epidemiology, Tata Memorial Centre, Kharghar, Navi Mumbai 410210, India
| | - R Nagrani
- Centre for Cancer Epidemiology, Tata Memorial Centre, Kharghar, Navi Mumbai 410210, India; Leibniz Institute for Prevention Research and Epidemiology - BIPS, Achterstrasse 30, 28359 Bremen, Germany
| | - A Chetrit
- Cancer & Radiation Epidemiology Unit, Gertner Institute for Epidemiology & Health Policy Research, Sheba Medical Center, Tel-Hashomer, Israel
| | - R Bruchim
- Cancer & Radiation Epidemiology Unit, Gertner Institute for Epidemiology & Health Policy Research, Sheba Medical Center, Tel-Hashomer, Israel
| | - M Maule
- Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO-Piemonte, Turin, Italy
| | - E Migliore
- Cancer Epidemiology Unit, Department of Medical Sciences, University of Turin and CPO-Piemonte, Turin, Italy
| | - G Filippini
- Scientific Director's Office, Carlo Besta Foundation and Neurological Institute, Milan, Italy
| | - L Miligi
- Environmental and Occupational Epidemiology Branch, Institute for Cancer Research, Prevention and Clinical Network (ISPRO), Florence, Italy
| | - S Mattioli
- Department of Medical and Surgical Sciences, Alma Mater Studiorum-University of Bologna, Italy
| | - N Kojimahara
- Department of Public Health, Tokyo Women's Medical University, Tokyo, Japan; Graduate School of Public Health, Shizuoka Graduate University of Public Health, Shizuoka, Japan
| | - N Yamaguchi
- Department of Public Health, Tokyo Women's Medical University, Tokyo, Japan; Saiseikai Research Institute of Care and Welfare, Tokyo, Japan
| | - M Ha
- Department of Preventive Medicine, Dankook University College of Medicine, 119 Dandae-ro, Cheonan, Chungnam, South Korea
| | - K Choi
- Department of Preventive Medicine, Dankook University College of Medicine, 119 Dandae-ro, Cheonan, Chungnam, South Korea
| | - H Kromhout
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, the Netherlands
| | - G Goedhart
- Institute for Risk Assessment Sciences (IRAS), Utrecht University, Utrecht, the Netherlands
| | - A 't Mannetje
- Centre for Public Health Research, Massey University, Wellington, New Zealand
| | - A Eng
- Centre for Public Health Research, Massey University, Wellington, New Zealand
| | - C E Langer
- Barcelona Institute of Global Health (ISGlobal), 88 Doctor Aiguader, E-08003 Barcelona, Spain; University Pompeu Fabra, Barcelona, Spain; CIBER Epidemiologia y Salud Pública, Madrid, Spain
| | - J Alguacil
- CIBER Epidemiologia y Salud Pública, Madrid, Spain; Centro de Investigación en Recursos Naturales, Salud y Medio Ambiente (RENSMA), Universidad de Huelva, Huelva, Spain
| | - N Aragonés
- CIBER Epidemiologia y Salud Pública, Madrid, Spain; Epidemiology Section, Public Health Division, Department of Health of Madrid, 28035 Madrid, Spain
| | - M Morales-Suárez-Varela
- CIBER Epidemiologia y Salud Pública, Madrid, Spain; Unit of Public Health and Environmental Care, Department of Preventive Medicine and Public Health, Food Sciences, Toxicology and Forensic Medicine, University of Valencia, Valencia, Spain
| | - F Badia
- Barcelona Institute of Global Health (ISGlobal), 88 Doctor Aiguader, E-08003 Barcelona, Spain; University Pompeu Fabra, Barcelona, Spain; CIBER Epidemiologia y Salud Pública, Madrid, Spain; Institut Cartogràfic i Geològic de Catalunya, Barcelona, Spain
| | - A Albert
- Barcelona Institute of Global Health (ISGlobal), 88 Doctor Aiguader, E-08003 Barcelona, Spain; University Pompeu Fabra, Barcelona, Spain; CIBER Epidemiologia y Salud Pública, Madrid, Spain
| | - G Carretero
- Barcelona Institute of Global Health (ISGlobal), 88 Doctor Aiguader, E-08003 Barcelona, Spain; University Pompeu Fabra, Barcelona, Spain; CIBER Epidemiologia y Salud Pública, Madrid, Spain; Institut Català d'Oncologia, L'Hospitalet de Llobregat, Spain
| | - E Cardis
- Barcelona Institute of Global Health (ISGlobal), 88 Doctor Aiguader, E-08003 Barcelona, Spain; University Pompeu Fabra, Barcelona, Spain; CIBER Epidemiologia y Salud Pública, Madrid, Spain.
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Migault L, Piel C, Carles C, Delva F, Lacourt A, Cardis E, Zaros C, de Seze R, Baldi I, Bouvier G. Maternal cumulative exposure to extremely low frequency electromagnetic fields and pregnancy outcomes in the Elfe cohort. Environ Int 2018; 112:165-173. [PMID: 29275242 DOI: 10.1016/j.envint.2017.12.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2017] [Revised: 12/15/2017] [Accepted: 12/15/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVES To study the relations between maternal cumulative exposure to extremely low frequency electromagnetic fields (ELF EMF) and the risk of moderate prematurity and small for gestational age within the Elfe cohort. METHODS The Elfe study included 18,329 infants born at 33weeks of gestation or more in France in 2011 and was designed to follow the children until 20years of age. Gestational age and anthropometric data at birth were collected in medical records and small for gestational age was defined according to a French customized growth standard. During interviews, mothers were asked to report their job status during pregnancy. If employed, their occupation was coded according to the International Standard Classification of Occupations 1988 and the date on which they stopped their work was recorded. Cumulative exposure to ELF EMF during pregnancy was assessed, for both mothers who worked and those who did not during pregnancy, using a recently-updated job-exposure matrix (JEM). Cumulative exposure was considered as a categorical variable (<17.5, 17.5-23.8, 23.8-36.2, 36.2-61.6 or ≥61.6μT-days), a binary variable (<44.1 and ≥44.1μT-days) and a continuous variable. Associations were analyzed by logistic regression, adjusting for the mother's lifestyle factors, sociodemographic characteristics and some mother's medical history during and before pregnancy. Analyses were restricted to single births and to complete values for the pregnancy outcomes (n=16,733). RESULTS Cumulative exposure was obtained for 96.0% of the mothers. Among them, 37.5% were classified in the 23.8-36.2μT-days category, but high exposures were rare: 1.3% in the ≥61.6μT-days category and 5.5% in the ≥44.1μT-days category. No significant association was observed between maternal cumulative exposure and moderate prematurity and small for gestational age in this exposure range. CONCLUSION This large population-based study does not suggest that maternal exposure to ELF EMF during pregnancy is highly associated with risks of moderate prematurity or small for gestational age.
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Affiliation(s)
- L Migault
- University of Bordeaux, Inserm U1219 EPICENE Team, Bordeaux Population Health Research Center, 146 rue Leo Saignat, 33076 Bordeaux Cedex, France.
| | - C Piel
- University of Bordeaux, Inserm U1219 EPICENE Team, Bordeaux Population Health Research Center, 146 rue Leo Saignat, 33076 Bordeaux Cedex, France
| | - C Carles
- University of Bordeaux, Inserm U1219 EPICENE Team, Bordeaux Population Health Research Center, 146 rue Leo Saignat, 33076 Bordeaux Cedex, France; Bordeaux University Hospital, Service de Médecine du Travail et pathologie professionnelle, 608 avenue Léon Duguit, 33600 Pessac, France
| | - F Delva
- University of Bordeaux, Inserm U1219 EPICENE Team, Bordeaux Population Health Research Center, 146 rue Leo Saignat, 33076 Bordeaux Cedex, France
| | - A Lacourt
- University of Bordeaux, Inserm U1219 EPICENE Team, Bordeaux Population Health Research Center, 146 rue Leo Saignat, 33076 Bordeaux Cedex, France
| | - E Cardis
- Barcelona Institute for Global Health (ISGlobal), Doctor Aiguader, 88, 08003 Barcelona, Spain; Universitat Pompeu Fabra Barcelona, Spain; CIBER Epidemiologia y Salud Pública (CIBERESP), Madrid, Spain
| | - C Zaros
- Joint research unit Elfe, Ined-Inserm-EFS, 133 Boulevard Davout, 75020 Paris, France
| | - R de Seze
- TOXI PERITOX UMR-I-01 unit, INERIS, Parc ALATA BP2, 60550 Verneuil en Halatte, UPJV, Amiens, France
| | - I Baldi
- University of Bordeaux, Inserm U1219 EPICENE Team, Bordeaux Population Health Research Center, 146 rue Leo Saignat, 33076 Bordeaux Cedex, France; Bordeaux University Hospital, Service de Médecine du Travail et pathologie professionnelle, 608 avenue Léon Duguit, 33600 Pessac, France
| | - G Bouvier
- University of Bordeaux, Inserm U1219 EPICENE Team, Bordeaux Population Health Research Center, 146 rue Leo Saignat, 33076 Bordeaux Cedex, France
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