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Global Gene Expression Profiling of a Population Exposed to a Range of Benzene Levels
BACKGROUND: Benzene, an established cause of acute myeloid leukemia (AML), may also cause one or more lymphoid malignancies in humans. Previously, we identified genes and pathways associated with exposure to high (> 10 ppm) levels of benzene through transcriptomic analyses of blood cells from a s...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Texto |
Lenguaje: | English |
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National Institute of Environmental Health Sciences
2011
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3094412/ https://www.ncbi.nlm.nih.gov/pubmed/21147609 http://dx.doi.org/10.1289/ehp.1002546 |
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author | McHale, Cliona M. Zhang, Luoping Lan, Qing Vermeulen, Roel Li, Guilan Hubbard, Alan E. Porter, Kristin E. Thomas, Reuben Portier, Christopher J. Shen, Min Rappaport, Stephen M. Yin, Songnian Smith, Martyn T. Rothman, Nathaniel |
author_facet | McHale, Cliona M. Zhang, Luoping Lan, Qing Vermeulen, Roel Li, Guilan Hubbard, Alan E. Porter, Kristin E. Thomas, Reuben Portier, Christopher J. Shen, Min Rappaport, Stephen M. Yin, Songnian Smith, Martyn T. Rothman, Nathaniel |
author_sort | McHale, Cliona M. |
collection | PubMed |
description | BACKGROUND: Benzene, an established cause of acute myeloid leukemia (AML), may also cause one or more lymphoid malignancies in humans. Previously, we identified genes and pathways associated with exposure to high (> 10 ppm) levels of benzene through transcriptomic analyses of blood cells from a small number of occupationally exposed workers. OBJECTIVES: The goals of this study were to identify potential biomarkers of benzene exposure and/or early effects and to elucidate mechanisms relevant to risk of hematotoxicity, leukemia, and lymphoid malignancy in occupationally exposed individuals, many of whom were exposed to benzene levels < 1 ppm, the current U.S. occupational standard. METHODS: We analyzed global gene expression in the peripheral blood mononuclear cells of 125 workers exposed to benzene levels ranging from < 1 ppm to > 10 ppm. Study design and analysis with a mixed-effects model minimized potential confounding and experimental variability. RESULTS: We observed highly significant widespread perturbation of gene expression at all exposure levels. The AML pathway was among the pathways most significantly associated with benzene exposure. Immune response pathways were associated with most exposure levels, potentially providing biological plausibility for an association between lymphoma and benzene exposure. We identified a 16-gene expression signature associated with all levels of benzene exposure. CONCLUSIONS: Our findings suggest that chronic benzene exposure, even at levels below the current U.S. occupational standard, perturbs many genes, biological processes, and pathways. These findings expand our understanding of the mechanisms by which benzene may induce hematotoxicity, leukemia, and lymphoma and reveal relevant potential biomarkers associated with a range of exposures. |
format | Text |
id | pubmed-3094412 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | National Institute of Environmental Health Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-30944122011-06-16 Global Gene Expression Profiling of a Population Exposed to a Range of Benzene Levels McHale, Cliona M. Zhang, Luoping Lan, Qing Vermeulen, Roel Li, Guilan Hubbard, Alan E. Porter, Kristin E. Thomas, Reuben Portier, Christopher J. Shen, Min Rappaport, Stephen M. Yin, Songnian Smith, Martyn T. Rothman, Nathaniel Environ Health Perspect Research BACKGROUND: Benzene, an established cause of acute myeloid leukemia (AML), may also cause one or more lymphoid malignancies in humans. Previously, we identified genes and pathways associated with exposure to high (> 10 ppm) levels of benzene through transcriptomic analyses of blood cells from a small number of occupationally exposed workers. OBJECTIVES: The goals of this study were to identify potential biomarkers of benzene exposure and/or early effects and to elucidate mechanisms relevant to risk of hematotoxicity, leukemia, and lymphoid malignancy in occupationally exposed individuals, many of whom were exposed to benzene levels < 1 ppm, the current U.S. occupational standard. METHODS: We analyzed global gene expression in the peripheral blood mononuclear cells of 125 workers exposed to benzene levels ranging from < 1 ppm to > 10 ppm. Study design and analysis with a mixed-effects model minimized potential confounding and experimental variability. RESULTS: We observed highly significant widespread perturbation of gene expression at all exposure levels. The AML pathway was among the pathways most significantly associated with benzene exposure. Immune response pathways were associated with most exposure levels, potentially providing biological plausibility for an association between lymphoma and benzene exposure. We identified a 16-gene expression signature associated with all levels of benzene exposure. CONCLUSIONS: Our findings suggest that chronic benzene exposure, even at levels below the current U.S. occupational standard, perturbs many genes, biological processes, and pathways. These findings expand our understanding of the mechanisms by which benzene may induce hematotoxicity, leukemia, and lymphoma and reveal relevant potential biomarkers associated with a range of exposures. National Institute of Environmental Health Sciences 2011-05 2010-12-13 /pmc/articles/PMC3094412/ /pubmed/21147609 http://dx.doi.org/10.1289/ehp.1002546 Text en http://creativecommons.org/publicdomain/mark/1.0/ Publication of EHP lies in the public domain and is therefore without copyright. All text from EHP may be reprinted freely. Use of materials published in EHP should be acknowledged (for example, ?Reproduced with permission from Environmental Health Perspectives?); pertinent reference information should be provided for the article from which the material was reproduced. Articles from EHP, especially the News section, may contain photographs or illustrations copyrighted by other commercial organizations or individuals that may not be used without obtaining prior approval from the holder of the copyright. |
spellingShingle | Research McHale, Cliona M. Zhang, Luoping Lan, Qing Vermeulen, Roel Li, Guilan Hubbard, Alan E. Porter, Kristin E. Thomas, Reuben Portier, Christopher J. Shen, Min Rappaport, Stephen M. Yin, Songnian Smith, Martyn T. Rothman, Nathaniel Global Gene Expression Profiling of a Population Exposed to a Range of Benzene Levels |
title | Global Gene Expression Profiling of a Population Exposed to a Range of Benzene Levels |
title_full | Global Gene Expression Profiling of a Population Exposed to a Range of Benzene Levels |
title_fullStr | Global Gene Expression Profiling of a Population Exposed to a Range of Benzene Levels |
title_full_unstemmed | Global Gene Expression Profiling of a Population Exposed to a Range of Benzene Levels |
title_short | Global Gene Expression Profiling of a Population Exposed to a Range of Benzene Levels |
title_sort | global gene expression profiling of a population exposed to a range of benzene levels |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3094412/ https://www.ncbi.nlm.nih.gov/pubmed/21147609 http://dx.doi.org/10.1289/ehp.1002546 |
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