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Bollati V, Marinelli B, Apostoli P, Bonzini M, Nordio F, Hoxha M, Pegoraro V, Motta V, Tarantini L, Cantone L, Schwartz J, Bertazzi PA, Baccarelli A. Exposure to metal-rich particulate matter modifies the expression of candidate microRNAs in peripheral blood leukocytes. ENVIRONMENTAL HEALTH PERSPECTIVES 2010; 118:763-8. [PMID: 20061215 PMCID: PMC2898851 DOI: 10.1289/ehp.0901300] [Citation(s) in RCA: 251] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2009] [Accepted: 01/08/2010] [Indexed: 05/20/2023]
Abstract
BACKGROUND Altered patterns of gene expression mediate the effects of particulate matter (PM) on human health, but mechanisms through which PM modifies gene expression are largely undetermined. MicroRNAs (miRNAs) are highly conserved, noncoding small RNAs that regulate the expression of broad gene networks at the posttranscriptional level. OBJECTIVES We evaluated the effects of exposure to PM and PM metal components on candidate miRNAs (miR-222, miR-21, and miR-146a) related with oxidative stress and inflammatory processes in 63 workers at an electric-furnace steel plant. METHODS We measured miR-222, miR-21, and miR-146a expression in blood leukocyte RNA on the first day of a workweek (baseline) and after 3 days of work (postexposure). Relative expression of miRNAs was measured by real-time polymerase chain reaction. We measured blood oxidative stress (8-hydroxyguanine) and estimated individual exposures to PM1 (< 1 microm in aerodynamic diameter), PM10 (< 10 microm in aerodynamic diameter), coarse PM (PM10 minus PM1), and PM metal components (chromium, lead, cadmium, arsenic, nickel, manganese) between the baseline and postexposure measurements. RESULTS Expression of miR-222 and miR-21 (using the 2-DeltaDeltaCT method) was significantly increased in postexposure samples (miR-222: baseline = 0.68 +/- 3.41, postexposure = 2.16 +/- 2.25, p = 0.002; miR-21: baseline = 4.10 +/- 3.04, postexposure = 4.66 +/- 2.63, p = 0.05). In postexposure samples, miR-222 expression was positively correlated with lead exposure (beta = 0.41, p = 0.02), whereas miR-21 expression was associated with blood 8-hydroxyguanine (beta = 0.11, p = 0.03) but not with individual PM size fractions or metal components. Postexposure expression of miR-146a was not significantly different from baseline (baseline = 0.61 +/- 2.42, postexposure = 1.90 +/- 3.94, p = 0.19) but was negatively correlated with exposure to lead (beta = -0.51, p = 0.011) and cadmium (beta = -0.42, p = 0.04). CONCLUSIONS Changes in miRNA expression may represent a novel mechanism mediating responses to PM and its metal components.
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Affiliation(s)
- Valentina Bollati
- Center of Molecular and Genetic Epidemiology, Department of Environmental and Occupational Health, Università degli Studi di Milano and IRCCS Fondazione Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Barbara Marinelli
- Center of Molecular and Genetic Epidemiology, Department of Environmental and Occupational Health, Università degli Studi di Milano and IRCCS Fondazione Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Pietro Apostoli
- Department of Experimental and Applied Medicine, Occupational Medicine and Industrial Hygiene, University of Brescia, Brescia, Italy
| | - Matteo Bonzini
- Department of Clinical and Biological Sciences, University of Insubria, Varese, Italy
| | - Francesco Nordio
- Center of Molecular and Genetic Epidemiology, Department of Environmental and Occupational Health, Università degli Studi di Milano and IRCCS Fondazione Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
- Department of Clinical Medicine, Nephrology and Health Sciences, University of Parma Medical School, Parma, Italy
| | - Mirjam Hoxha
- Center of Molecular and Genetic Epidemiology, Department of Environmental and Occupational Health, Università degli Studi di Milano and IRCCS Fondazione Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Valeria Pegoraro
- Center of Molecular and Genetic Epidemiology, Department of Environmental and Occupational Health, Università degli Studi di Milano and IRCCS Fondazione Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Valeria Motta
- Center of Molecular and Genetic Epidemiology, Department of Environmental and Occupational Health, Università degli Studi di Milano and IRCCS Fondazione Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Letizia Tarantini
- Center of Molecular and Genetic Epidemiology, Department of Environmental and Occupational Health, Università degli Studi di Milano and IRCCS Fondazione Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Laura Cantone
- Center of Molecular and Genetic Epidemiology, Department of Environmental and Occupational Health, Università degli Studi di Milano and IRCCS Fondazione Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Joel Schwartz
- Exposure, Epidemiology and Risk Program, Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
| | - Pier Alberto Bertazzi
- Center of Molecular and Genetic Epidemiology, Department of Environmental and Occupational Health, Università degli Studi di Milano and IRCCS Fondazione Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Andrea Baccarelli
- Center of Molecular and Genetic Epidemiology, Department of Environmental and Occupational Health, Università degli Studi di Milano and IRCCS Fondazione Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy
- Exposure, Epidemiology and Risk Program, Department of Environmental Health, Harvard School of Public Health, Boston, Massachusetts, USA
- Address correspondence to A. Baccarelli, Center of Molecular and Genetic Epidemiology, Department of Environmental and Occupational Health, Via San Barnaba 8, 20122 Milan, Italy. Telephone: 39-0250320145. Fax: 39-0250320103. E-mail:
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603
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Baccarelli A, Tarantini L, Wright RO, Bollati V, Litonjua AA, Zanobetti A, Sparrow D, Vokonas P, Schwartz J. Repetitive element DNA methylation and circulating endothelial and inflammation markers in the VA normative aging study. Epigenetics 2010; 5:222-8. [PMID: 20305373 PMCID: PMC3155741 DOI: 10.4161/epi.5.3.11377] [Citation(s) in RCA: 95] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Lower blood DNA methylation has been associated with atherosclerosis and high cardiovascular risk. Mechanisms linking DNA hypomethylation to increased cardiovascular risk are still largely unknown. In a population of community-dwelling elderly individuals, we evaluated whether DNA methylation in LINE-1 repetitive element, heavily methylated sequences dispersed throughout the human genome, was associated with circulating Vascular Cell Adhesion Molecule-1 (VCAM-1), Inter- Cellular Adhesion Molecule-1 (ICAM-1), and C-reactive protein (CRP). METHODS AND RESULTS We measured LINE-1 methylation by bisulfite PCR-Pyrosequencing on 742 blood DNA samples from male participants in the Boston area Normative Aging Study (mean age=74.8 years). Mean serum VCAM-1 increased progressively in association with LINE-1 hypomethylation (from 975.2 to 1063.4 ng/ml in the highest vs. lowest methylation quintiles; ptrend= 0.004). The association between VCAM-1 and LINE-1 hypomethylation was significant in individuals without ischemic heart disease or stroke (n=480; p=0.001), but not in those with prevalent disease (n=262; p=0.57). Serum ICAM-1 and CRP were not associated with LINE-1 methylation (p-trend=> 0.25). All results were confirmed by multivariable analyses adjusting for age, BMI, smoking, pack-years, and ischemic heart disease/stroke. CONCLUSIONS LINE-1 element hypomethylation is associated with higher serum VCAM-1. Our data provide new insights into epigenetic events that may accompany the development of cardiovascular disease.
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Affiliation(s)
- Andrea Baccarelli
- Center of Molecular and Genetic Epidemiology, University of Milan & IRCCS Maggiore Policlinico Hospital, Mangiagalli and Regina Elena Foundation, Milan, Italy
- Exposure Epidemiology and Risk Program, Harvard School of Public Health, Boston, MA, USA
- CORRESPONDING AUTHOR Andrea Baccarelli, MD PhD, Center of Molecular and Genetic Epidemiology, University of Milan & IRCCS Maggiore Hospital, Mangiagalli and Regina Elena Foundation, Via San Barnaba 8, 20122 Milan, Italy, Tel +39 02-50320145, Fax +39 02-50320103,
| | - Letizia Tarantini
- Center of Molecular and Genetic Epidemiology, University of Milan & IRCCS Maggiore Policlinico Hospital, Mangiagalli and Regina Elena Foundation, Milan, Italy
| | - Robert O. Wright
- Exposure Epidemiology and Risk Program, Harvard School of Public Health, Boston, MA, USA
- Channing Laboratory, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Valentina Bollati
- Center of Molecular and Genetic Epidemiology, University of Milan & IRCCS Maggiore Policlinico Hospital, Mangiagalli and Regina Elena Foundation, Milan, Italy
| | - Augusto A. Litonjua
- Channing Laboratory, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Antonella Zanobetti
- Exposure Epidemiology and Risk Program, Harvard School of Public Health, Boston, MA, USA
| | - David Sparrow
- VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Pantel Vokonas
- VA Normative Aging Study, Veterans Affairs Boston Healthcare System and the Department of Medicine, Boston University School of Medicine, Boston, MA, USA
| | - Joel Schwartz
- Exposure Epidemiology and Risk Program, Harvard School of Public Health, Boston, MA, USA
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604
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Kovatsi L, Leda K, Georgiou E, Elisavet G, Ioannou A, Antrea I, Haitoglou C, Costas H, Tzimagiorgis G, George T, Tsoukali H, Helen T, Kouidou S, Sofia K. p16 promoter methylation in Pb2+ -exposed individuals. Clin Toxicol (Phila) 2010; 48:124-8. [PMID: 20199129 DOI: 10.3109/15563650903567091] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND One of the principle symptoms of lead poisoning is the development of neurological disorders. Neuronal response is closely related to DNA methylation changes. Aim. In this study, we estimated p16 methylation in nine individuals exposed to lead using methylation-specific polymerase chain reaction followed by analysis of the methylated cytosine content of the product by thermal denaturation. RESULTS We found that, based on lead blood concentration, lead-exposed individuals were divided into two groups. Among highly exposed individuals (blood Pb(2+) concentration = 51-100 microg/dL), we observed complete CpG methylation, whereas for low Pb(2+) concentrations (blood Pb(2+) concentration = 6-11 microg/dL), we observed partial methylation. CONCLUSION Our results show that among lead-overexposed individuals, p16 methylation is frequent and extensive, and suggest that DNA methylation could be involved in the mechanism by which lead induces neurotoxicity.
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Affiliation(s)
- Leda Kovatsi
- Laboratory of Forensic Medicine and Toxicology, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece.
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605
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Abstract
Epigenetics investigates heritable changes in gene expression that occur without changes in DNA sequence. Several epigenetic mechanisms, including DNA methylation and histone modifications, can change genome function under exogenous influence. We review current evidence indicating that epigenetic alterations mediate effects caused by exposure to environmental toxicants. Results obtained from animal models indicate that in utero or early-life environmental exposures produce effects that can be inherited transgenerationally and are accompanied by epigenetic alterations. The search for human equivalents of the epigenetic mechanisms identified in animal models is under way. Recent investigations have identified a number of environmental toxicants that cause altered methylation of human repetitive elements or genes. Some exposures can alter epigenetic states and the same and/or similar epigenetic alterations can be found in patients with the disease of concern. On the basis of current evidence, we propose possible models for the interplay between environmental exposures and the human epigenome. Several investigations have examined the relationship between exposure to environmental chemicals and epigenetics, and have identified toxicants that modify epigenetic states. Whether environmental exposures have transgenerational epigenetic effects in humans remains to be elucidated. In spite of the current limitations, available evidence supports the concept that epigenetics holds substantial potential for furthering our understanding of the molecular mechanisms of environmental toxicants, as well as for predicting health-related risks due to conditions of environmental exposure and individual susceptibility.
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607
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Direct and transgenerational impact on Daphnia magna of chemicals with a known effect on DNA methylation. Comp Biochem Physiol C Toxicol Pharmacol 2009; 151:278-85. [PMID: 19961956 DOI: 10.1016/j.cbpc.2009.11.007] [Citation(s) in RCA: 79] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2009] [Revised: 11/18/2009] [Accepted: 11/19/2009] [Indexed: 12/14/2022]
Abstract
The purpose of this study is to investigate (1) the induction of epigenetic effects in the crustacean Daphnia magna using DNA methylation as an epigenetic mark and (2) the potential stable transfer of such an epigenetic effect to non-exposed subsequent generations. Daphnids were exposed to chemical substances known to affect DNA methylation in mammals: vinclozolin, 5-azacytidine, 2'-deoxy-5-azacytidine, genistein and biochanin A. Effects on overall DNA cytosine methylation, body length and reproduction were evaluated in 21day experiments. Using a multi-generational experimental design these endpoints were also evaluated in the F(1) and F(2) generation of both exposed and non-exposed offspring from F(0) daphnids exposed to 5-azacytidine, genistein or vinclozolin. A reduction in DNA methylation was consistently observed in daphnids exposed to vinclozolin and 5-azacytidine. Only in organisms exposed to 5-azacytidine was this effect transferred to the two subsequent non-exposed generations. A concurrent reduction in body length at day 7 was observed in these treatments. For the first time, exposure to environmental chemicals was shown to affect DNA methylation in the parental generation of D. magna. We also demonstrated a transgenerational alteration in an epigenetic system in D. magna, which indicates the possibility of transgenerational inheritance of environment-induced epigenetic changes in non-exposed subsequent generations.
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608
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Cetta F, Dhamo A, Malagnino G. Linking environmental particulate matter with genetic alterations. ENVIRONMENTAL HEALTH PERSPECTIVES 2009; 117:A340; author reply A340-1. [PMID: 19672380 PMCID: PMC2721883 DOI: 10.1289/ehp.0900830r] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Affiliation(s)
- Francesco Cetta
- Department of Surgery Research, Doctorate in Oncology and Genetics, University of Siena, Siena, Italy, E-mail:
| | - Armand Dhamo
- Department of Surgery Research, Doctorate in Oncology and Genetics, University of Siena, Siena, Italy, E-mail:
| | - Giuliana Malagnino
- Department of Surgery Research, Doctorate in Oncology and Genetics, University of Siena, Siena, Italy, E-mail:
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