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Salles FJ, Frydas IS, Papaioannou N, Schultz DR, Luz MS, Rogero MM, Sarigiannis DA, Olympio KPK. Occupational exposure to potentially toxic elements alters gene expression profiles in formal and informal Brazilian workers. ENVIRONMENTAL RESEARCH 2023; 236:116835. [PMID: 37543127 DOI: 10.1016/j.envres.2023.116835] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 07/14/2023] [Accepted: 08/03/2023] [Indexed: 08/07/2023]
Abstract
Chemical elements, such as toxic metals, have previously demonstrated their ability to alter gene expression in humans and other species. In this study, microarray analysis was used to compare the gene expression profiles of different occupational exposure populations: a) informal workers who perform soldering of jewelry inside their houses (n = 22) in São Paulo (SP) State; and b) formal workers from a steel company (n = 10) in Rio de Janeiro (RJ) state, Brazil. Control participants were recruited from the same neighborhoods without occupational chemical exposure (n = 19 in SP and n = 8 in RJ). A total of 68 blood samples were collected and RNA was extracted and hybridized using an Agilent microarray platform. Data pre-processing, statistical and pathway analysis were performed using GeneSpring software. Different expression was detected by fold-change analysis resulting in 16 up- and 33 down-regulated genes in informal workers compared to the control group. Pathway analysis revealed genes enriched in MAPK, Toll-like receptor, and NF-kappa B signaling pathways, involved in inflammatory and immune responses. In formal workers, 20 up- and 50 down-regulated genes were found related to antimicrobial peptides, defensins, neutrophil degranulation, Fc-gamma receptor-dependent phagocytosis, and pathways associated with atherosclerosis development, which is one of the main factors involved in the progression of cardiovascular diseases. The gene IFI27 was the only one commonly differentially expressed between informal and formal workers and is known to be associated with various types of cancer. In conclusion, differences in gene expression related to occupational exposure are mainly associated with inflammation and immune response. Previous research has identified a link between inflammation and immune responses and the development of chronic diseases, suggesting that prolonged occupational exposures to potentially toxic elements in Brazilian metal workers could lead to negative health outcomes. Further analysis should be carried out to investigate its direct effects and to validate causal associations.
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Affiliation(s)
- Fernanda Junqueira Salles
- Department of Environmental Health, School of Public Health, University of Sao Paulo, Av. Dr. Arnaldo, 715, Cerqueira Cesar, CEP 01246-904, São Paulo, SP, Brazil; The Human Exposome Research Group/ Expossoma e Saúde do Trabalhador - eXsat, School of Public Health, University of Sao Paulo, Av. Dr. Arnaldo, 715, Cerqueira César, Sao Paulo, SP, 01246-000, Brazil.
| | - Ilias S Frydas
- Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece; HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Balkan Center, Bldg. B, 10th Km Thessaloniki-Thermi Road, 57001, Greece.
| | - Nafsika Papaioannou
- Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece; HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Balkan Center, Bldg. B, 10th Km Thessaloniki-Thermi Road, 57001, Greece.
| | - Dayna R Schultz
- Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece; HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Balkan Center, Bldg. B, 10th Km Thessaloniki-Thermi Road, 57001, Greece.
| | - Maciel Santos Luz
- Laboratory of Metallurgical Process, Institute for Technological Research, Sao Paulo, SP, Brazil.
| | - Marcelo Macedo Rogero
- Nutritional Genomics and Inflammation Laboratory, Department of Nutrition, School of Public Health, University of Sao Paulo, 01246-904 São Paulo, Brazil.
| | - Dimosthenis A Sarigiannis
- Environmental Engineering Laboratory, Department of Chemical Engineering, Aristotle University of Thessaloniki, Thessaloniki, 54124, Greece; HERACLES Research Center on the Exposome and Health, Center for Interdisciplinary Research and Innovation, Balkan Center, Bldg. B, 10th Km Thessaloniki-Thermi Road, 57001, Greece; National Hellenic Research Foundation, Athens, Greece; Environmental Health Engineering, Science, Technology and Society Department, School for Advanced Study (IUSS), Pavia, Italy.
| | - Kelly Polido Kaneshiro Olympio
- Department of Environmental Health, School of Public Health, University of Sao Paulo, Av. Dr. Arnaldo, 715, Cerqueira Cesar, CEP 01246-904, São Paulo, SP, Brazil; The Human Exposome Research Group/ Expossoma e Saúde do Trabalhador - eXsat, School of Public Health, University of Sao Paulo, Av. Dr. Arnaldo, 715, Cerqueira César, Sao Paulo, SP, 01246-000, Brazil.
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Rana HK, Akhtar MR, Islam MB, Ahmed MB, Liò P, Quinn JMW, Huq F, Moni MA. Genetic effects of welding fumes on the development of respiratory system diseases. Comput Biol Med 2019; 108:142-149. [PMID: 31005006 DOI: 10.1016/j.compbiomed.2019.04.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2019] [Revised: 04/03/2019] [Accepted: 04/04/2019] [Indexed: 12/19/2022]
Abstract
BACKGROUND The welding process releases potentially hazardous gases and fumes, mainly composed of metallic oxides, fluorides and silicates. Long term welding fume (WF) inhalation is a recognized health issue that carries a risk of developing chronic health problems, particularly respiratory system diseases (RSDs). Aside from general airway irritation, WF exposure may drive direct cellular responses in the respiratory system which increase risk of RSD, but these are not well understood. METHODS We developed a quantitative framework to identify gene expression effects of WF exposure that may affect RSD development. We analyzed gene expression microarray data from WF-exposed tissues and RSD-affected tissues, including chronic bronchitis (CB), asthma (AS), pulmonary edema (PE), lung cancer (LC) datasets. We built disease-gene (diseasome) association networks and identified dysregulated signaling and ontological pathways, and protein-protein interaction sub-network using neighborhood-based benchmarking and multilayer network topology. RESULTS We observed many genes with altered expression in WF-exposed tissues were also among differentially expressed genes (DEGs) in RSD tissues; for CB, AS, PE and LC there were 34, 27, 50 and 26 genes respectively. DEG analysis, using disease association networks, pathways, ontological analysis and protein-protein interaction sub-network suggest significant links between WF exposure and the development of CB, AS, PE and LC. CONCLUSIONS Our network-based analysis and investigation of the genetic links of WFs and RSDs confirm a number of genes and gene products are plausible participants in RSD development. Our results are a significant resource to identify causal influences on the development of RSDs, particularly in the context of WF exposure.
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Affiliation(s)
- Humayan Kabir Rana
- Department of Computer Science and Engineering, Green University of Bangladesh, Bangladesh
| | - Mst Rashida Akhtar
- Department of Computer Science and Engineering, Varendra University, Rajshahi, Bangladesh
| | - M Babul Islam
- Department of Applied Physics and Electronic Engineering, University of Rajshahi, Bangladesh
| | - Mohammad Boshir Ahmed
- School of Civil and Environmental Engineering, University of Technology Sydney, NSW, 2007, Australia
| | - Pietro Liò
- Computer Laboratory, The University of Cambridge, 15 JJ Thomson Avenue, Cambridge, UK
| | - Julian M W Quinn
- Bone Biology Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
| | - Fazlul Huq
- Discipline of Pathology, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Australia
| | - Mohammad Ali Moni
- Bone Biology Division, Garvan Institute of Medical Research, Darlinghurst, NSW, Australia; Discipline of Pathology, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Australia.
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Ali N, Ljunggren S, Karlsson HM, Wierzbicka A, Pagels J, Isaxon C, Gudmundsson A, Rissler J, Nielsen J, Lindh CH, Kåredal M. Comprehensive proteome analysis of nasal lavage samples after controlled exposure to welding nanoparticles shows an induced acute phase and a nuclear receptor, LXR/RXR, activation that influence the status of the extracellular matrix. Clin Proteomics 2018; 15:20. [PMID: 29760600 PMCID: PMC5946400 DOI: 10.1186/s12014-018-9196-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2017] [Accepted: 05/02/2018] [Indexed: 12/27/2022] Open
Abstract
BACKGROUND Epidemiological studies have shown that many welders experience respiratory symptoms. During the welding process a large number of airborne nanosized particles are generated, which might be inhaled and deposited in the respiratory tract. Knowledge of the underlying mechanisms behind observed symptoms is still partly lacking, although inflammation is suggested to play a central role. The aim of this study was to investigate the effects of welding fume particle exposure on the proteome expression level in welders suffering from respiratory symptoms, and changes in protein mediators in nasal lavage samples were analyzed. Such mediators will be helpful to clarify the pathomechanisms behind welding fume particle-induced effects. METHODS In an exposure chamber, 11 welders with work-related symptoms in the lower airways during the last month were exposed to mild-steel welding fume particles (1 mg/m3) and to filtered air, respectively, in a double-blind manner. Nasal lavage samples were collected before, immediately after, and the day after exposure. The proteins in the nasal lavage were analyzed with two different mass spectrometry approaches, label-free discovery shotgun LC-MS/MS and a targeted selected reaction monitoring LC-MS/MS analyzing 130 proteins and four in vivo peptide degradation products. RESULTS The analysis revealed 30 significantly changed proteins that were associated with two main pathways; activation of acute phase response signaling and activation of LXR/RXR, which is a nuclear receptor family involved in lipid signaling. Connective tissue proteins and proteins controlling the degradation of such tissues, including two different matrix metalloprotease proteins, MMP8 and MMP9, were among the significantly changed enzymes and were identified as important key players in the pathways. CONCLUSION Exposure to mild-steel welding fume particles causes measurable changes on the proteome level in nasal lavage matrix in exposed welders, although no clinical symptoms were manifested. The results suggested that the exposure causes an immediate effect on the proteome level involving acute phase proteins and mediators regulating lipid signaling. Proteases involved in maintaining the balance between the formation and degradation of extracellular matrix proteins are important key proteins in the induced effects.
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Affiliation(s)
- Neserin Ali
- Division of Occupational and Environmental Medicine, Lund University, Lund, Sweden
| | - Stefan Ljunggren
- Occupational and Environmental Medicine Center, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Helen M. Karlsson
- Occupational and Environmental Medicine Center, Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Aneta Wierzbicka
- Department of Design Sciences, Ergonomics and Aerosol Technology, Lund University, Lund, Sweden
| | - Joakim Pagels
- Department of Design Sciences, Ergonomics and Aerosol Technology, Lund University, Lund, Sweden
| | - Christina Isaxon
- Department of Design Sciences, Ergonomics and Aerosol Technology, Lund University, Lund, Sweden
| | - Anders Gudmundsson
- Department of Design Sciences, Ergonomics and Aerosol Technology, Lund University, Lund, Sweden
| | - Jenny Rissler
- Department of Design Sciences, Ergonomics and Aerosol Technology, Lund University, Lund, Sweden
| | - Jörn Nielsen
- Division of Occupational and Environmental Medicine, Lund University, Lund, Sweden
| | - Christian H. Lindh
- Division of Occupational and Environmental Medicine, Lund University, Lund, Sweden
| | - Monica Kåredal
- Division of Occupational and Environmental Medicine, Lund University, Lund, Sweden
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Dierschke K, Isaxon C, Andersson UBK, Assarsson E, Axmon A, Stockfelt L, Gudmundsson A, Jönsson BAG, Kåredal M, Löndahl J, Pagels J, Wierzbicka A, Bohgard M, Nielsen J. Acute respiratory effects and biomarkers of inflammation due to welding-derived nanoparticle aggregates. Int Arch Occup Environ Health 2017; 90:451-463. [PMID: 28258373 PMCID: PMC5486570 DOI: 10.1007/s00420-017-1209-z] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2016] [Accepted: 02/10/2017] [Indexed: 11/26/2022]
Abstract
Purpose Welders are exposed to airborne particles from the welding environment and often develop symptoms work-related from the airways. A large fraction of the particles from welding are in the nano-size range. In this study we investigate if the welders’ airways are affected by exposure to particles derived from gas metal arc welding in mild steel in levels corresponding to a normal welding day. Method In an exposure chamber, 11 welders with and 10 welders without work-related symptoms from the lower airways and 11 non-welders without symptoms, were exposed to welding fumes (1 mg/m3) and to filtered air, respectively, in a double-blind manner. Symptoms from eyes and upper and lower airways and lung function were registered. Blood and nasal lavage (NL) were sampled before, immediately after and the morning after exposure for analysis of markers of oxidative stress. Exhaled breath condensate (EBC) for analysis of leukotriene B4 (LT-B4) was sampled before, during and immediately after exposure. Results No adverse effects of welding exposure were found regarding symptoms and lung function. However, EBC LT-B4 decreased significantly in all participants after welding exposure compared to filtered air. NL IL-6 increased immediately after exposure in the two non-symptomatic groups and blood neutrophils tended to increase in the symptomatic welder group. The morning after, neutrophils and serum IL-8 had decreased in all three groups after welding exposure. Remarkably, the symptomatic welder group had a tenfold higher level of EBC LT-B4 compared to the two groups without symptoms. Conclusion Despite no clinical adverse effects at welding, changes in inflammatory markers may indicate subclinical effects even at exposure below the present Swedish threshold limit (8 h TWA respirable dust).
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Affiliation(s)
- Katrin Dierschke
- Division of Occupational and Environmental Medicine, Department of Laboratory Medicine, Lund University, 221 85, Lund, Sweden.
| | - Christina Isaxon
- Ergonomics and Aerosol Technology, Department of Design Sciences, Lund University, Lund, Sweden
| | - Ulla B K Andersson
- Division of Occupational and Environmental Medicine, Department of Laboratory Medicine, Lund University, 221 85, Lund, Sweden
| | - Eva Assarsson
- Division of Occupational and Environmental Medicine, Department of Laboratory Medicine, Lund University, 221 85, Lund, Sweden
| | - Anna Axmon
- Division of Occupational and Environmental Medicine, Department of Laboratory Medicine, Lund University, 221 85, Lund, Sweden
| | - Leo Stockfelt
- Occupational and Environmental Medicine, Gothenburg University, Gothenburg, Sweden
| | - Anders Gudmundsson
- Ergonomics and Aerosol Technology, Department of Design Sciences, Lund University, Lund, Sweden
| | - Bo A G Jönsson
- Division of Occupational and Environmental Medicine, Department of Laboratory Medicine, Lund University, 221 85, Lund, Sweden
| | - Monica Kåredal
- Division of Occupational and Environmental Medicine, Department of Laboratory Medicine, Lund University, 221 85, Lund, Sweden
| | - Jakob Löndahl
- Ergonomics and Aerosol Technology, Department of Design Sciences, Lund University, Lund, Sweden
| | - Joakim Pagels
- Ergonomics and Aerosol Technology, Department of Design Sciences, Lund University, Lund, Sweden
| | - Aneta Wierzbicka
- Ergonomics and Aerosol Technology, Department of Design Sciences, Lund University, Lund, Sweden
| | - Mats Bohgard
- Ergonomics and Aerosol Technology, Department of Design Sciences, Lund University, Lund, Sweden
| | - Jörn Nielsen
- Division of Occupational and Environmental Medicine, Department of Laboratory Medicine, Lund University, 221 85, Lund, Sweden
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Koedrith P, Kim HL, Seo YR. Integrative toxicogenomics-based approach to risk assessment of heavy metal mixtures/complexes: strategies and challenges. Mol Cell Toxicol 2015. [DOI: 10.1007/s13273-015-0026-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
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The ordinary work environment increases symptoms from eyes and airways in mild steel welders. Int Arch Occup Environ Health 2015; 88:1131-40. [PMID: 25744592 PMCID: PMC4608979 DOI: 10.1007/s00420-015-1041-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2014] [Accepted: 02/24/2015] [Indexed: 12/04/2022]
Abstract
Purpose
We aimed to follow diary-registered symptoms from eyes and airways in mild steel welders and relate them to different exposure measures. Furthermore, we would clarify the influence of possible effect modifiers. Methods
Non-smoking welders with (N = 74) and without (N = 32) work-related symptoms the last month were enroled. Symptoms and work tasks each day for three two-week periods during 1 year were obtained. Respirable dust (RD) was measured 1 day each period for each worker. The personal daily exposure was assessed as: (1) days at work, (2) welding time and (3) estimates of RD from welding and grinding, calculated from diary entries and measurements. Results Only 9.2 % of the particle measurements exceed the Swedish occupational exposure limit (OEL; 5 mg/m3). Days at work increased the risk of symptoms studied: eyes: 1.79 (1.46–2.19), nasal: 2.16 (1.81–2.58), dry cough: 1.50 (1.23–1.82) and wheezing and/or dyspnoea: 1.27 (1.03–1.56; odds ratio, 95 % confidence interval). No clear dose–response relationships were found for the other exposure estimates. Eye symptoms increased by number of years welding. Nasal symptoms and dry cough increased having forced expiratory volume in first second below median at baseline. Wheezing and/or dyspnoea increased in winter, by number of years welding, having a negative standard skin-prick test and having a vital capacity above median at baseline. Conclusion The current Swedish OEL may not protect welders against eye and airway symptoms. The results add to the evidence that welders should be offered regular medical surveillance from early in the career.
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Hedmer M, Karlsson JE, Andersson U, Jacobsson H, Nielsen J, Tinnerberg H. Exposure to respirable dust and manganese and prevalence of airways symptoms, among Swedish mild steel welders in the manufacturing industry. Int Arch Occup Environ Health 2013; 87:623-34. [PMID: 23979145 DOI: 10.1007/s00420-013-0896-3] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2013] [Accepted: 07/17/2013] [Indexed: 11/30/2022]
Affiliation(s)
- Maria Hedmer
- Division of Occupational and Environmental Medicine, Department of Laboratory Medicine, Lund University, 221 85, Lund, Sweden,
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Kanceljak-Macan B, Trošić I, Varnai VM, Pavičić I, Macan J. Induced sputum evaluation in restorers and conservators of cultural heritage. ARCHIVES OF ENVIRONMENTAL & OCCUPATIONAL HEALTH 2012; 67:229-238. [PMID: 23074980 DOI: 10.1080/19338244.2011.619217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
The objective of this study was to examine induced sputum (IS) cells profile from restorers/conservators of cultural heritage (restorers) with no lower airway symptoms and normal ventilatory lung function. The study involved 22 restorers and 48 control workers. Medical interview, physical examination, spirometry, skin prick testing to inhalatory allergens, and IS collection were performed. Compared with control workers, restorers demonstrated higher percentage of neutrophils (34% vs 15.5%; p = .004). This pattern was found only in male workers. They had almost 9 times greater chance to have increased proportion of sputum neutrophils than male controls (odds ratio [OR] 8.98, 95% confidence interval [CI] 1.98-40.7). The mobilization of eosinophils or macrophages into the airways was not established regardless of workers sex. Additional gender difference in sputum cells distribution was found for occupationally unexposed subjects, with higher proportion of sputum neutrophils in women.
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