Gender-specific transcriptomic response to environmental exposure in flemish adults
Flanders, Belgium, is one of the most densely populated areas in Europe. The Flemish Environment and Health Survey (2002–2006) aimed at determining exposure to pollutants of neonates, adolescents, and older adults and to assess associated biological and health effects. This study investigated genome...
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Veröffentlicht in: | Environmental and molecular mutagenesis 2013-08, Vol.54 (7), p.574-588 |
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creator | De Coster, Sam van Leeuwen, Danitsja M. Jennen, Danyel G.J. Koppen, Gudrun Den Hond, Elly Nelen, Vera Schoeters, Greet Baeyens, Willy van Delft, Joost H.M. Kleinjans, Jos C.S. van Larebeke, Nicolas |
description | Flanders, Belgium, is one of the most densely populated areas in Europe. The Flemish Environment and Health Survey (2002–2006) aimed at determining exposure to pollutants of neonates, adolescents, and older adults and to assess associated biological and health effects. This study investigated genome wide gene expression changes associated with a range of environmental pollutants, including cadmium, lead, PCBs, dioxin, hexachlorobenzene, p,p'‐DDE, benzene, and PAHs. Gene expression levels were measured in peripheral blood cells of 20 adults with relatively high and 20 adults with relatively low combined internal exposure levels, all non‐smokers aged 50–65. Pearson correlation was used to analyze associations between pollutants and gene expression levels, separately for both genders. Pollutant‐ and gender‐specific correlation analysis results were obtained. For organochlorine pollutants, analysis within genders revealed that genes were predominantly regulated in opposite directions in males and females. Significantly modulated pathways were found to be associated with each of the exposure biomarkers measured. Pathways and/or genes related to estrogen and STAT5 signaling were correlated to organochlorine exposures in both genders. Our work demonstrates that gene expression in peripheral blood is influenced by environmental pollutants. In particular, gender‐specific changes are associated with organochlorine pollutants, including gender‐specific modulation of endocrine related pathways and genes. These pathways and genes have previously been linked to endocrine disruption related disorders, which in turn have been associated with organochlorine exposure. Based on our results, we recommend that males and females be considered separately when analyzing gene expression changes associated with exposures that may include chemicals with endocrine disrupting properties. Environ. Mol. Mutagen. 54:574‐588, 2013. © 2013 Wiley Periodicals, Inc. |
doi_str_mv | 10.1002/em.21774 |
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The Flemish Environment and Health Survey (2002–2006) aimed at determining exposure to pollutants of neonates, adolescents, and older adults and to assess associated biological and health effects. This study investigated genome wide gene expression changes associated with a range of environmental pollutants, including cadmium, lead, PCBs, dioxin, hexachlorobenzene, p,p'‐DDE, benzene, and PAHs. Gene expression levels were measured in peripheral blood cells of 20 adults with relatively high and 20 adults with relatively low combined internal exposure levels, all non‐smokers aged 50–65. Pearson correlation was used to analyze associations between pollutants and gene expression levels, separately for both genders. Pollutant‐ and gender‐specific correlation analysis results were obtained. For organochlorine pollutants, analysis within genders revealed that genes were predominantly regulated in opposite directions in males and females. Significantly modulated pathways were found to be associated with each of the exposure biomarkers measured. Pathways and/or genes related to estrogen and STAT5 signaling were correlated to organochlorine exposures in both genders. Our work demonstrates that gene expression in peripheral blood is influenced by environmental pollutants. In particular, gender‐specific changes are associated with organochlorine pollutants, including gender‐specific modulation of endocrine related pathways and genes. These pathways and genes have previously been linked to endocrine disruption related disorders, which in turn have been associated with organochlorine exposure. Based on our results, we recommend that males and females be considered separately when analyzing gene expression changes associated with exposures that may include chemicals with endocrine disrupting properties. Environ. Mol. Mutagen. 54:574‐588, 2013. © 2013 Wiley Periodicals, Inc.</description><identifier>ISSN: 0893-6692</identifier><identifier>EISSN: 1098-2280</identifier><identifier>DOI: 10.1002/em.21774</identifier><identifier>PMID: 23653218</identifier><language>eng</language><publisher>United States: Blackwell Publishing Ltd</publisher><subject>Aged ; Belgium ; Biomarkers ; endocrine disruption ; Endocrine disruptors ; Environmental Exposure ; Female ; gene expression ; human biomonitoring ; Humans ; Male ; metals ; Middle Aged ; organochlorine ; Sex Factors ; Transcriptome</subject><ispartof>Environmental and molecular mutagenesis, 2013-08, Vol.54 (7), p.574-588</ispartof><rights>Copyright © 2013 Wiley Periodicals, Inc.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4204-78c2f77ddc8690958f6f1cb8f0015319171d80624f3686c18831ad83c9fab0d13</citedby><cites>FETCH-LOGICAL-c4204-78c2f77ddc8690958f6f1cb8f0015319171d80624f3686c18831ad83c9fab0d13</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fem.21774$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fem.21774$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,777,781,1412,27905,27906,45555,45556</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23653218$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>De Coster, Sam</creatorcontrib><creatorcontrib>van Leeuwen, Danitsja M.</creatorcontrib><creatorcontrib>Jennen, Danyel G.J.</creatorcontrib><creatorcontrib>Koppen, Gudrun</creatorcontrib><creatorcontrib>Den Hond, Elly</creatorcontrib><creatorcontrib>Nelen, Vera</creatorcontrib><creatorcontrib>Schoeters, Greet</creatorcontrib><creatorcontrib>Baeyens, Willy</creatorcontrib><creatorcontrib>van Delft, Joost H.M.</creatorcontrib><creatorcontrib>Kleinjans, Jos C.S.</creatorcontrib><creatorcontrib>van Larebeke, Nicolas</creatorcontrib><title>Gender-specific transcriptomic response to environmental exposure in flemish adults</title><title>Environmental and molecular mutagenesis</title><addtitle>Environ. Mol. Mutagen</addtitle><description>Flanders, Belgium, is one of the most densely populated areas in Europe. The Flemish Environment and Health Survey (2002–2006) aimed at determining exposure to pollutants of neonates, adolescents, and older adults and to assess associated biological and health effects. This study investigated genome wide gene expression changes associated with a range of environmental pollutants, including cadmium, lead, PCBs, dioxin, hexachlorobenzene, p,p'‐DDE, benzene, and PAHs. Gene expression levels were measured in peripheral blood cells of 20 adults with relatively high and 20 adults with relatively low combined internal exposure levels, all non‐smokers aged 50–65. Pearson correlation was used to analyze associations between pollutants and gene expression levels, separately for both genders. Pollutant‐ and gender‐specific correlation analysis results were obtained. For organochlorine pollutants, analysis within genders revealed that genes were predominantly regulated in opposite directions in males and females. Significantly modulated pathways were found to be associated with each of the exposure biomarkers measured. Pathways and/or genes related to estrogen and STAT5 signaling were correlated to organochlorine exposures in both genders. Our work demonstrates that gene expression in peripheral blood is influenced by environmental pollutants. In particular, gender‐specific changes are associated with organochlorine pollutants, including gender‐specific modulation of endocrine related pathways and genes. These pathways and genes have previously been linked to endocrine disruption related disorders, which in turn have been associated with organochlorine exposure. Based on our results, we recommend that males and females be considered separately when analyzing gene expression changes associated with exposures that may include chemicals with endocrine disrupting properties. Environ. Mol. Mutagen. 54:574‐588, 2013. © 2013 Wiley Periodicals, Inc.</description><subject>Aged</subject><subject>Belgium</subject><subject>Biomarkers</subject><subject>endocrine disruption</subject><subject>Endocrine disruptors</subject><subject>Environmental Exposure</subject><subject>Female</subject><subject>gene expression</subject><subject>human biomonitoring</subject><subject>Humans</subject><subject>Male</subject><subject>metals</subject><subject>Middle Aged</subject><subject>organochlorine</subject><subject>Sex Factors</subject><subject>Transcriptome</subject><issn>0893-6692</issn><issn>1098-2280</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp10F9P2zAUBXALbaJdQeITTJH2spd0_pM49iPqWDfB4KEgeLNc51pzSezMTjb49sugLRIST1dX-uno6CB0QvCcYEy_QDunpKqKAzQlWIqcUoHfoSkWkuWcSzpBH1LaYExIIekhmlDGS0aJmKLVEnwNMU8dGGedyfqofTLRdX1oxzdC6oJPkPUhA__HxeBb8L1uMnjoQhoiZM5ntoHWpV-ZroemT0fovdVNguPtnaGbb2fXi-_5xdXyx-L0IjcFxUVeCUNtVdW1EVxiWQrLLTFrYceeJSOSVKQWmNPCMi64IUIwomvBjLR6jWvCZujzc24Xw-8BUq_GEgaaRnsIQ1KkLDClBWNypJ9e0U0Yoh_bjYpKQSXm7CXQxJBSBKu66FodHxXB6v_QClr1NPRIP24Dh3UL9R7ulh1B_gz-ugYe3wxSZz93gVvvUg8Pe6_jveIVq0p1e7lUX-_46vq8vFNL9g-Jg5Td</recordid><startdate>201308</startdate><enddate>201308</enddate><creator>De Coster, Sam</creator><creator>van Leeuwen, Danitsja M.</creator><creator>Jennen, Danyel G.J.</creator><creator>Koppen, Gudrun</creator><creator>Den Hond, Elly</creator><creator>Nelen, Vera</creator><creator>Schoeters, Greet</creator><creator>Baeyens, Willy</creator><creator>van Delft, Joost H.M.</creator><creator>Kleinjans, Jos C.S.</creator><creator>van Larebeke, Nicolas</creator><general>Blackwell Publishing Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>7TM</scope><scope>7U7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><scope>SOI</scope><scope>7T2</scope><scope>7TV</scope><scope>7U2</scope></search><sort><creationdate>201308</creationdate><title>Gender-specific transcriptomic response to environmental exposure in flemish adults</title><author>De Coster, Sam ; van Leeuwen, Danitsja M. ; Jennen, Danyel G.J. ; Koppen, Gudrun ; Den Hond, Elly ; Nelen, Vera ; Schoeters, Greet ; Baeyens, Willy ; van Delft, Joost H.M. ; Kleinjans, Jos C.S. ; van Larebeke, Nicolas</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4204-78c2f77ddc8690958f6f1cb8f0015319171d80624f3686c18831ad83c9fab0d13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Aged</topic><topic>Belgium</topic><topic>Biomarkers</topic><topic>endocrine disruption</topic><topic>Endocrine disruptors</topic><topic>Environmental Exposure</topic><topic>Female</topic><topic>gene expression</topic><topic>human biomonitoring</topic><topic>Humans</topic><topic>Male</topic><topic>metals</topic><topic>Middle Aged</topic><topic>organochlorine</topic><topic>Sex Factors</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>De Coster, Sam</creatorcontrib><creatorcontrib>van Leeuwen, Danitsja M.</creatorcontrib><creatorcontrib>Jennen, Danyel G.J.</creatorcontrib><creatorcontrib>Koppen, Gudrun</creatorcontrib><creatorcontrib>Den Hond, Elly</creatorcontrib><creatorcontrib>Nelen, Vera</creatorcontrib><creatorcontrib>Schoeters, Greet</creatorcontrib><creatorcontrib>Baeyens, Willy</creatorcontrib><creatorcontrib>van Delft, Joost H.M.</creatorcontrib><creatorcontrib>Kleinjans, Jos C.S.</creatorcontrib><creatorcontrib>van Larebeke, Nicolas</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>Environment Abstracts</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Pollution Abstracts</collection><collection>Safety Science and Risk</collection><jtitle>Environmental and molecular mutagenesis</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>De Coster, Sam</au><au>van Leeuwen, Danitsja M.</au><au>Jennen, Danyel G.J.</au><au>Koppen, Gudrun</au><au>Den Hond, Elly</au><au>Nelen, Vera</au><au>Schoeters, Greet</au><au>Baeyens, Willy</au><au>van Delft, Joost H.M.</au><au>Kleinjans, Jos C.S.</au><au>van Larebeke, Nicolas</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Gender-specific transcriptomic response to environmental exposure in flemish adults</atitle><jtitle>Environmental and molecular mutagenesis</jtitle><addtitle>Environ. Mol. Mutagen</addtitle><date>2013-08</date><risdate>2013</risdate><volume>54</volume><issue>7</issue><spage>574</spage><epage>588</epage><pages>574-588</pages><issn>0893-6692</issn><eissn>1098-2280</eissn><abstract>Flanders, Belgium, is one of the most densely populated areas in Europe. The Flemish Environment and Health Survey (2002–2006) aimed at determining exposure to pollutants of neonates, adolescents, and older adults and to assess associated biological and health effects. This study investigated genome wide gene expression changes associated with a range of environmental pollutants, including cadmium, lead, PCBs, dioxin, hexachlorobenzene, p,p'‐DDE, benzene, and PAHs. Gene expression levels were measured in peripheral blood cells of 20 adults with relatively high and 20 adults with relatively low combined internal exposure levels, all non‐smokers aged 50–65. Pearson correlation was used to analyze associations between pollutants and gene expression levels, separately for both genders. Pollutant‐ and gender‐specific correlation analysis results were obtained. For organochlorine pollutants, analysis within genders revealed that genes were predominantly regulated in opposite directions in males and females. Significantly modulated pathways were found to be associated with each of the exposure biomarkers measured. Pathways and/or genes related to estrogen and STAT5 signaling were correlated to organochlorine exposures in both genders. Our work demonstrates that gene expression in peripheral blood is influenced by environmental pollutants. In particular, gender‐specific changes are associated with organochlorine pollutants, including gender‐specific modulation of endocrine related pathways and genes. These pathways and genes have previously been linked to endocrine disruption related disorders, which in turn have been associated with organochlorine exposure. Based on our results, we recommend that males and females be considered separately when analyzing gene expression changes associated with exposures that may include chemicals with endocrine disrupting properties. Environ. Mol. Mutagen. 54:574‐588, 2013. © 2013 Wiley Periodicals, Inc.</abstract><cop>United States</cop><pub>Blackwell Publishing Ltd</pub><pmid>23653218</pmid><doi>10.1002/em.21774</doi><tpages>15</tpages></addata></record> |
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subjects | Aged Belgium Biomarkers endocrine disruption Endocrine disruptors Environmental Exposure Female gene expression human biomonitoring Humans Male metals Middle Aged organochlorine Sex Factors Transcriptome |
title | Gender-specific transcriptomic response to environmental exposure in flemish adults |
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