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Christopher-de Vries Y, Burstyn I, Christensen MW, Notø H, Straif K, Pukkala E, Schlünssen V, Bertke S, van Tongeren M, Kolstad HA, McElvenny D, Basinas I. Assessing occupational styrene exposure in the European and US Glass Reinforced Plastics Industry for the period between 1947 and 2020. Int J Hyg Environ Health 2025; 264:114494. [PMID: 39642664 PMCID: PMC11932287 DOI: 10.1016/j.ijheh.2024.114494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 11/15/2024] [Accepted: 11/25/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND We aimed to develop a method for assessing occupational styrene exposures for application in epidemiological studies on risks of lymphohematopoietic neoplasms and other malignant and non-malignant diseases in the European and the US glass reinforced plastics industries. METHOD We estimated a linear mixed effects model based on individual airborne personal measurements of styrene from the glass reinforced plastics industry in Denmark, Norway, Sweden, UK, and the US. The most suitable model was chosen based on its predictive power as assessed using cross validation with different combinations of predictors; and by comparing their prediction errors. RESULTS We created a database containing 21,201 personal and area measurements but a subset of 14,440 personal measurements that spanned a period from 1962 to 2018, were used in the analysis. The selected model included fixed effects for year, sampling duration, measurement reason, product, process and random effects for country and worker. There was strong agreement between the model's predictions and actual exposure values indicating a good fit (Lin's CCC: 0.85 95% CI 0.84, 0.85). There were regional differences in exposure levels, with the UK and the US having comparable exposures that were higher than those in the Nordic countries. Higher exposures were consistent with measurements collected for inspection purposes, the lamination process, and specific products. Styrene exposure levels have decreased annually on average by 7%. CONCLUSION Our exposure model and the resulting exposure predictions will enable estimation of lifetime occupational exposure for individual workers in the European and the US glass reinforced plastics industry and possibly related health risks among employees. The approach facilitates understanding of the uncertainty in our prediction model and can inform analysis of the bias that application of our exposure assessment approach can produce in epidemiologic analyses of exposure-response associations. Addressing systematic sources of bias can increase confidence in the conclusions of the epidemiologic analysis.
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Affiliation(s)
- Yvette Christopher-de Vries
- Research Group, Institute of Occupational Medicine, Research Avenue North, Riccarton Edinburgh, Midlothian, EH14 4AP, UK; National Institute for Public Health and the Environment (RIVM), The Netherlands.
| | - Igor Burstyn
- Department of Environmental and Occupational Health, Dornsife School of Public Health, Drexel University, Philadelphia, PA, 19102, United States
| | - Mette Wulf Christensen
- Department of Occupational Medicine, Danish Ramazzini Centre, Aarhus University Hospital, Palle Juul-Jensens Blvd. 99, DK-8200, Aarhus N, Denmark; Institute of Clinical Medicine, Aarhus University, Palle Juul-Jensens Blvd. 82, 8200, Aarhus N, Denmark
| | - Hilde Notø
- National Institute of Occupational Health (STAMI), Gydas vei 8, 0363, Oslo, Norway
| | - Kurt Straif
- Boston College, MA, United States; ISGlobal, Barcelona Institute for Global Health, Barcelona, Spain
| | - Eero Pukkala
- Finnish Cancer Registry, Institute for Statistical and Epidemiological Cancer Research, Mäkelänkatu 2, 00500 Helsinki, Finland; Health Sciences Unit, Faculty of Social Sciences, Tampere University, Arvo Ylpön katu 34, 33520, Tampere, Finland
| | - Vivi Schlünssen
- Department of Public Health, unit for Environment, Occupation and Health, Danish Ramazzini Centre, Aarhus University, Bartholins Allé 2, DK-8000, Aarhus C, Denmark
| | - Stephen Bertke
- National Institute for Occupational Safety and Health, Division of Field Studies and Engineering, Cincinnati, OH, United States
| | - Martie van Tongeren
- Centre for Occupational and Environmental Health, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Henrik A Kolstad
- Department of Occupational Medicine, Danish Ramazzini Centre, Aarhus University Hospital, Palle Juul-Jensens Blvd. 99, DK-8200, Aarhus N, Denmark; Institute of Clinical Medicine, Aarhus University, Palle Juul-Jensens Blvd. 82, 8200, Aarhus N, Denmark
| | - Damien McElvenny
- Research Group, Institute of Occupational Medicine, Research Avenue North, Riccarton Edinburgh, Midlothian, EH14 4AP, UK; Centre for Occupational and Environmental Health, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
| | - Ioannis Basinas
- Centre for Occupational and Environmental Health, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK
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Sadighara P, Abedini A, Zirak MR, Salehi A, Darbandi Azar S, Mirzaei G, Vakili Saatloo N. Relationship between styrene exposure and prolactin secretion in human and animal studies: A systematic review. Hum Exp Toxicol 2022; 41:9603271221133538. [PMID: 36321261 DOI: 10.1177/09603271221133538] [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] [Indexed: 06/16/2023]
Abstract
Styrene is widely used in industrial applications. Inhalation exposure occurs in the industry. Some studies indicated that serum prolactin concentrations increased after exposure to styrene, while other studies found no change. In this systematic review, the search was done with the keywords styrene and prolactin in the PubMed, Science Direct, Web of Science and Scopus databases, regardless of the publication period. 118 studies were obtained and only seven articles were finally selected according to exclusion and inclusion criteria. The effect of styrene on prolactin secretion was selected in both human and animal studies. The increased response was seen in inhalation exposures. Subcutaneous exposure has no significant effect on prolactin levels. The observed responses were both dose-dependent and gender-dependent. Changes in serum prolactin were more frequent in women compared to exposed men. Dopamine depletion was not observed in all studies, so more tests on laboratory animals are necessary to clarify the possible mechanism.
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Affiliation(s)
- P Sadighara
- Faculty of Public Health, Department of Environmental Health, Food Safety Division, 48439Tehran University of Medical Sciences, Tehran, Iran
| | - A Abedini
- Faculty of Public Health, Department of Environmental Health, Food Safety Division, 48439Tehran University of Medical Sciences, Tehran, Iran
| | - M-R Zirak
- Department of Pharmacodynamics and Toxicology, School of Pharmacy, Mashhad University of Medical Sciences, Mashhad, Iran
| | - A Salehi
- Faculty of Public Health, Department of Environmental Health, Food Safety Division, 48439Tehran University of Medical Sciences, Tehran, Iran
| | - S Darbandi Azar
- Department of Nutrition Research, National Nutrition and Food Technology Research Institute, 556492Shaheed Beheshti University, Tehran, Iran
| | - G Mirzaei
- Faculty of Public Health, Department of Environmental Health, Food Safety Division, 48439Tehran University of Medical Sciences, Tehran, Iran
| | - N Vakili Saatloo
- Faculty of Veterinary Medicine, Department of Food Hygiene and Quality Control, 117045Urmia University, Urmia, Iran
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Yu G, Lu L, Ma Z, Wu S. Genetically Predicted Telomere Length and Its Relationship With Alzheimer's Disease. Front Genet 2021; 12:595864. [PMID: 33679878 PMCID: PMC7934420 DOI: 10.3389/fgene.2021.595864] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 01/19/2021] [Indexed: 01/25/2023] Open
Abstract
Are shorter telomeres causal risk factors for Alzheimer’s disease (AD)? This study aimed to examine if shorter telomeres were causally associated with a higher risk of AD using Mendelian randomization (MR) analysis. Two-sample MR methods were applied to the summary effect sizes and standard errors from a genome-wide association study for AD. Twenty single nucleotide polymorphisms of genome-wide significance were selected as instrumental variables for leukocyte telomere length. The main analyses were performed primarily using the random-effects inverse-variance weighted method and complemented with the other three methods: weighted median approaches, MR-Egger regression, and weighted mode approach. The intercept of MR-Egger regression was used to assess horizontal pleiotropy. We found that longer telomeres were associated with lower risks of AD (odds ratio = 0.79, 95% confidence interval: 0.67, 0.93, P = 0.004). Comparable results were obtained using weighted median approaches, MR-Egger regression, and weighted mode approaches. The intercept of the MR-Egger regression was close to zero. This may show that there was not suggestive of horizontal pleiotropy. Our findings provided additional evidence regarding the putative causal association between shorter telomere length and the higher risk of AD.
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Affiliation(s)
- Guangping Yu
- Wuqing Center for Disease Control and Prevention, Tianjin, China
| | | | - Zaihong Ma
- Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou, China
| | - Shouhai Wu
- The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China
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