Factors underlying variable DNA methylation in a human community cohort
Epigenetics is emerging as an attractive mechanism to explain the persistent genomic embedding of early-life experiences. Tightly linked to chromatin, which packages DNA into chromosomes, epigenetic marks primarily serve to regulate the activity of genes. DNA methylation is the most accessible and c...
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creator | Lam, Lucia L. Emberly, Eldon Fraser, Hunter B. Neumann, Sarah M. Chen, Edith Miller, Gregory E. Kobor, Michael S. |
description | Epigenetics is emerging as an attractive mechanism to explain the persistent genomic embedding of early-life experiences. Tightly linked to chromatin, which packages DNA into chromosomes, epigenetic marks primarily serve to regulate the activity of genes. DNA methylation is the most accessible and characterized component of the many chromatin marks that constitute the epigenome, making it an ideal target for epigenetic studies in human populations. Here, using peripheral blood mononuclear cells collected from a community-based cohort stratified for early-life socioeconomic status, we measured DNA methylation in the promoter regions of more than 14,000 human genes. Using this approach, we broadly assessed and characterized epigenetic variation, identified some of the factors that sculpt the epigenome, and determined its functional relation to gene expression. We found that the leukocyte composition of peripheral blood covaried with patterns of DNA methylation at many sites, as did demographic factors, such as sex, age, and ethnicity. Furthermore, psychosocial factors, such as perceived stress, and cortisol output were associated with DNA methylation, as was early-life socioeconomic status. Interestingly, we determined that DNA methylation was strongly correlated to the ex vivo inflammatory response of peripheral blood mononuclear cells to stimulation with microbial products that engage Toll-like receptors. In contrast, our work found limited effects of DNA methylation marks on the expression of associated genes across individuals, suggesting a more complex relationship than anticipated. |
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Tightly linked to chromatin, which packages DNA into chromosomes, epigenetic marks primarily serve to regulate the activity of genes. DNA methylation is the most accessible and characterized component of the many chromatin marks that constitute the epigenome, making it an ideal target for epigenetic studies in human populations. Here, using peripheral blood mononuclear cells collected from a community-based cohort stratified for early-life socioeconomic status, we measured DNA methylation in the promoter regions of more than 14,000 human genes. Using this approach, we broadly assessed and characterized epigenetic variation, identified some of the factors that sculpt the epigenome, and determined its functional relation to gene expression. We found that the leukocyte composition of peripheral blood covaried with patterns of DNA methylation at many sites, as did demographic factors, such as sex, age, and ethnicity. Furthermore, psychosocial factors, such as perceived stress, and cortisol output were associated with DNA methylation, as was early-life socioeconomic status. Interestingly, we determined that DNA methylation was strongly correlated to the ex vivo inflammatory response of peripheral blood mononuclear cells to stimulation with microbial products that engage Toll-like receptors. In contrast, our work found limited effects of DNA methylation marks on the expression of associated genes across individuals, suggesting a more complex relationship than anticipated.</description><identifier>ISSN: 0027-8424</identifier><identifier>EISSN: 1091-6490</identifier><identifier>DOI: 10.1073/pnas.1121249109</identifier><identifier>PMID: 23045638</identifier><language>eng</language><publisher>United States: National Academy of Sciences</publisher><subject>Adult ; Biological Embedding of Early Social Adversity: From Fruit Flies to Kindergartners Sackler ; Blood ; Chromatin ; Chromosomes ; Cohort Studies ; COLLOQUIUM PAPERS ; Correlations ; cortisol ; DNA ; DNA methylation ; DNA Methylation - genetics ; Epigenesis, Genetic ; Epigenetics ; Female ; Gene Expression ; genes ; Genetic loci ; Genetic variation ; Genetics, Population ; human communities ; Humans ; inflammation ; Leukocytes ; Leukocytes - metabolism ; Life Change Events ; Male ; Methylation ; Middle Aged ; mononuclear leukocytes ; nationalities and ethnic groups ; P values ; Poverty ; Principal Component Analysis ; promoter regions ; Promoter Regions, Genetic ; psychosocial factors ; Social Class ; Socioeconomic factors ; socioeconomic status ; Stress, Psychological ; Toll-like receptors ; Young Adult</subject><ispartof>Proceedings of the National Academy of Sciences - PNAS, 2012-10, Vol.109 (Supplement 2), p.17253-17260</ispartof><rights>Copyright National Academy of Sciences</rights><rights>Copyright National Academy of Sciences Oct 16, 2012</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c643t-d9967f1e294ea7a0d6d865e6ac27d923c644278f1fdb2a0b07fad5d152ed0bd43</citedby><cites>FETCH-LOGICAL-c643t-d9967f1e294ea7a0d6d865e6ac27d923c644278f1fdb2a0b07fad5d152ed0bd43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttp://www.pnas.org/content/109/Supplement%202.cover.gif</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/41763521$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/41763521$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>230,314,723,776,780,799,881,27901,27902,53766,53768,57992,58225</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23045638$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lam, Lucia L.</creatorcontrib><creatorcontrib>Emberly, Eldon</creatorcontrib><creatorcontrib>Fraser, Hunter B.</creatorcontrib><creatorcontrib>Neumann, Sarah M.</creatorcontrib><creatorcontrib>Chen, Edith</creatorcontrib><creatorcontrib>Miller, Gregory E.</creatorcontrib><creatorcontrib>Kobor, Michael S.</creatorcontrib><title>Factors underlying variable DNA methylation in a human community cohort</title><title>Proceedings of the National Academy of Sciences - PNAS</title><addtitle>Proc Natl Acad Sci U S A</addtitle><description>Epigenetics is emerging as an attractive mechanism to explain the persistent genomic embedding of early-life experiences. Tightly linked to chromatin, which packages DNA into chromosomes, epigenetic marks primarily serve to regulate the activity of genes. DNA methylation is the most accessible and characterized component of the many chromatin marks that constitute the epigenome, making it an ideal target for epigenetic studies in human populations. Here, using peripheral blood mononuclear cells collected from a community-based cohort stratified for early-life socioeconomic status, we measured DNA methylation in the promoter regions of more than 14,000 human genes. Using this approach, we broadly assessed and characterized epigenetic variation, identified some of the factors that sculpt the epigenome, and determined its functional relation to gene expression. We found that the leukocyte composition of peripheral blood covaried with patterns of DNA methylation at many sites, as did demographic factors, such as sex, age, and ethnicity. Furthermore, psychosocial factors, such as perceived stress, and cortisol output were associated with DNA methylation, as was early-life socioeconomic status. Interestingly, we determined that DNA methylation was strongly correlated to the ex vivo inflammatory response of peripheral blood mononuclear cells to stimulation with microbial products that engage Toll-like receptors. In contrast, our work found limited effects of DNA methylation marks on the expression of associated genes across individuals, suggesting a more complex relationship than anticipated.</description><subject>Adult</subject><subject>Biological Embedding of Early Social Adversity: From Fruit Flies to Kindergartners Sackler</subject><subject>Blood</subject><subject>Chromatin</subject><subject>Chromosomes</subject><subject>Cohort Studies</subject><subject>COLLOQUIUM PAPERS</subject><subject>Correlations</subject><subject>cortisol</subject><subject>DNA</subject><subject>DNA methylation</subject><subject>DNA Methylation - genetics</subject><subject>Epigenesis, Genetic</subject><subject>Epigenetics</subject><subject>Female</subject><subject>Gene Expression</subject><subject>genes</subject><subject>Genetic loci</subject><subject>Genetic variation</subject><subject>Genetics, Population</subject><subject>human communities</subject><subject>Humans</subject><subject>inflammation</subject><subject>Leukocytes</subject><subject>Leukocytes - metabolism</subject><subject>Life Change Events</subject><subject>Male</subject><subject>Methylation</subject><subject>Middle Aged</subject><subject>mononuclear leukocytes</subject><subject>nationalities and ethnic groups</subject><subject>P values</subject><subject>Poverty</subject><subject>Principal Component Analysis</subject><subject>promoter regions</subject><subject>Promoter Regions, Genetic</subject><subject>psychosocial factors</subject><subject>Social Class</subject><subject>Socioeconomic factors</subject><subject>socioeconomic status</subject><subject>Stress, Psychological</subject><subject>Toll-like receptors</subject><subject>Young Adult</subject><issn>0027-8424</issn><issn>1091-6490</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFks1v1DAQxS0EokvhzAkUiQtCSjvjz-RSqSq0IFVwAM6WEzvdrBI72Eml_e_xapctcOnFY8m_ebbfG0JeI5whKHY-eZPOEClSXiPUT8gqr1hKXsNTsgKgqqw45SfkRUobAKhFBc_JCWXAhWTVitxcm3YOMRWLty4O297fFfcm9qYZXPHx62Uxunm9HczcB1_0vjDFehmNL9owjovv523erUOcX5JnnRmSe3Wop-Tn9acfV5_L2283X64ub8tWcjaXtq6l6tDRmjujDFhpKymcNC1VtqYsU5yqqsPONtRAA6ozVlgU1FloLGen5GKvOy3N6Gzr_BzNoKfYjyZudTC9_vfE92t9F-4140qxCrLA-4NADL8Wl2Y99ql1w2C8C0vSmBlQVTbqcVRIWTEpER9HEQVIAVRk9N1_6CYs0WfTsmC-NWcjWabO91QbQ0rRdccvIuhd9HoXvX6IPne8_duZI_8n6wx8OAC7zge5Wn9fpmlwY3ZMU40qPzLDb_bwJuXxONIclWSCIvsNQQXCHw</recordid><startdate>20121016</startdate><enddate>20121016</enddate><creator>Lam, Lucia L.</creator><creator>Emberly, Eldon</creator><creator>Fraser, Hunter B.</creator><creator>Neumann, Sarah M.</creator><creator>Chen, Edith</creator><creator>Miller, Gregory E.</creator><creator>Kobor, Michael S.</creator><general>National Academy of Sciences</general><general>National Acad Sciences</general><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>7QG</scope><scope>7QL</scope><scope>7QP</scope><scope>7QR</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><scope>5PM</scope></search><sort><creationdate>20121016</creationdate><title>Factors underlying variable DNA methylation in a human community cohort</title><author>Lam, Lucia L. ; 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Tightly linked to chromatin, which packages DNA into chromosomes, epigenetic marks primarily serve to regulate the activity of genes. DNA methylation is the most accessible and characterized component of the many chromatin marks that constitute the epigenome, making it an ideal target for epigenetic studies in human populations. Here, using peripheral blood mononuclear cells collected from a community-based cohort stratified for early-life socioeconomic status, we measured DNA methylation in the promoter regions of more than 14,000 human genes. Using this approach, we broadly assessed and characterized epigenetic variation, identified some of the factors that sculpt the epigenome, and determined its functional relation to gene expression. We found that the leukocyte composition of peripheral blood covaried with patterns of DNA methylation at many sites, as did demographic factors, such as sex, age, and ethnicity. Furthermore, psychosocial factors, such as perceived stress, and cortisol output were associated with DNA methylation, as was early-life socioeconomic status. Interestingly, we determined that DNA methylation was strongly correlated to the ex vivo inflammatory response of peripheral blood mononuclear cells to stimulation with microbial products that engage Toll-like receptors. In contrast, our work found limited effects of DNA methylation marks on the expression of associated genes across individuals, suggesting a more complex relationship than anticipated.</abstract><cop>United States</cop><pub>National Academy of Sciences</pub><pmid>23045638</pmid><doi>10.1073/pnas.1121249109</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Biological Embedding of Early Social Adversity: From Fruit Flies to Kindergartners Sackler Blood Chromatin Chromosomes Cohort Studies COLLOQUIUM PAPERS Correlations cortisol DNA DNA methylation DNA Methylation - genetics Epigenesis, Genetic Epigenetics Female Gene Expression genes Genetic loci Genetic variation Genetics, Population human communities Humans inflammation Leukocytes Leukocytes - metabolism Life Change Events Male Methylation Middle Aged mononuclear leukocytes nationalities and ethnic groups P values Poverty Principal Component Analysis promoter regions Promoter Regions, Genetic psychosocial factors Social Class Socioeconomic factors socioeconomic status Stress, Psychological Toll-like receptors Young Adult |
title | Factors underlying variable DNA methylation in a human community cohort |
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