A genome-wide methylation study of body fat traits in the Norfolk Island isolate

Natural variation in body fat is explained by both genetic and environmental effects. Epigenetic mechanisms such as DNA methylation can mediate these effects causing changes in gene expression leading to onset of obesity. Studies of genetic isolates have the potential to provide new epigenetic insig...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Nutrition, metabolism, and cardiovascular diseases metabolism, and cardiovascular diseases, 2021-05, Vol.31 (5), p.1556-1563
Hauptverfasser: Cao, Van T., Lea, Rodney A., Sutherland, Heidi G., Benton, Miles C., Pishva, Reza S., Haupt, Larisa M., Griffiths, Lyn R.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1563
container_issue 5
container_start_page 1556
container_title Nutrition, metabolism, and cardiovascular diseases
container_volume 31
creator Cao, Van T.
Lea, Rodney A.
Sutherland, Heidi G.
Benton, Miles C.
Pishva, Reza S.
Haupt, Larisa M.
Griffiths, Lyn R.
description Natural variation in body fat is explained by both genetic and environmental effects. Epigenetic mechanisms such as DNA methylation can mediate these effects causing changes in gene expression leading to onset of obesity. Studies of genetic isolates have the potential to provide new epigenetic insights with advantages such as reduced genetic diversity and environmental exposures. This was an exploratory study of genome-wide DNA methylation in relation to body fat traits in 47 healthy adults from the genetic isolate of Norfolk Island. Quantitative body fat traits (body fat percentage, body mass index, hip circumference, waist circumference, waist-hip-ratio and weight) were carefully measured. DNA methylation data was obtained from peripheral blood using Illumina 450K arrays. Multi-trait analysis was performed using Principal Component Analysis (PCA). CpG by trait association testing was performed using stepwise linear regressions. Two components were identified that explained approximately 89% of the phenotypic variance. In total, 5 differential methylated positions (DMPs) were identified at genome-wide significance (P≤ 2.4 × 10−7), which mapped to GOT2-CDH8, LYSMD3, HIBADH, ADGRD1 and EBF4 genes. Gene set enrichment analysis of 848 genes containing suggestive DMPs (P≤ 1.0 × 10−4) implicated the Cadherin (28 genes, Padj = 6.76 × 10−7) and Wnt signaling pathways (38 genes, Padj = 7.78 × 10−6). This study provides new insights into the epigenetically influenced genes and pathways underlying body fat variation in a healthy cohort and provides targets for consideration in future studies of obesity risk.
doi_str_mv 10.1016/j.numecd.2021.01.027
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2524302759</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0939475321000478</els_id><sourcerecordid>2524302759</sourcerecordid><originalsourceid>FETCH-LOGICAL-c395t-f1c3a2013b91d191bb015ef60e63dda9adbc4548be7e3123ae248977230b6bad3</originalsourceid><addsrcrecordid>eNp9kEtLAzEUhYMotj7-gUiWbqbmMdNpNoKIj0JRF7oOedyxqTOTmmSU_nsjrS6FC2dzzj33fgidUTKhhE4vV5N-6MDYCSOMTkgeVu-hMa0EKXjNxD4aE8FFUdYVH6GjGFeE8Jrw8hCNOJ9RIioxRs_X-A1630Hx5SzgDtJy06rkfI9jGuwG-wZrn7VRCaegXIrY9TgtAT_60Pj2Hc9jq3qLXfQ5CCfooFFthNOdHqPXu9uXm4di8XQ_v7leFIaLKhUNNVwxQrkW1FJBtSa0gmZKYMqtVUJZbcqqnGmogVPGFbByJuqacaKnWll-jC62e9fBfwwQk-xcNNDmW8APUbKKlTwjqUS2llurCT7GAI1cB9epsJGUyB-WciW3LOUPS0nysDrHzncNg-7A_oV-4WXD1dYA-c9PB0FG46A3YF0Ak6T17v-Gb-ijhwM</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2524302759</pqid></control><display><type>article</type><title>A genome-wide methylation study of body fat traits in the Norfolk Island isolate</title><source>Elsevier ScienceDirect Journals Complete</source><creator>Cao, Van T. ; Lea, Rodney A. ; Sutherland, Heidi G. ; Benton, Miles C. ; Pishva, Reza S. ; Haupt, Larisa M. ; Griffiths, Lyn R.</creator><creatorcontrib>Cao, Van T. ; Lea, Rodney A. ; Sutherland, Heidi G. ; Benton, Miles C. ; Pishva, Reza S. ; Haupt, Larisa M. ; Griffiths, Lyn R.</creatorcontrib><description>Natural variation in body fat is explained by both genetic and environmental effects. Epigenetic mechanisms such as DNA methylation can mediate these effects causing changes in gene expression leading to onset of obesity. Studies of genetic isolates have the potential to provide new epigenetic insights with advantages such as reduced genetic diversity and environmental exposures. This was an exploratory study of genome-wide DNA methylation in relation to body fat traits in 47 healthy adults from the genetic isolate of Norfolk Island. Quantitative body fat traits (body fat percentage, body mass index, hip circumference, waist circumference, waist-hip-ratio and weight) were carefully measured. DNA methylation data was obtained from peripheral blood using Illumina 450K arrays. Multi-trait analysis was performed using Principal Component Analysis (PCA). CpG by trait association testing was performed using stepwise linear regressions. Two components were identified that explained approximately 89% of the phenotypic variance. In total, 5 differential methylated positions (DMPs) were identified at genome-wide significance (P≤ 2.4 × 10−7), which mapped to GOT2-CDH8, LYSMD3, HIBADH, ADGRD1 and EBF4 genes. Gene set enrichment analysis of 848 genes containing suggestive DMPs (P≤ 1.0 × 10−4) implicated the Cadherin (28 genes, Padj = 6.76 × 10−7) and Wnt signaling pathways (38 genes, Padj = 7.78 × 10−6). This study provides new insights into the epigenetically influenced genes and pathways underlying body fat variation in a healthy cohort and provides targets for consideration in future studies of obesity risk.</description><identifier>ISSN: 0939-4753</identifier><identifier>EISSN: 1590-3729</identifier><identifier>DOI: 10.1016/j.numecd.2021.01.027</identifier><identifier>PMID: 33810959</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>blood ; body fat ; Body fat trait ; body mass index ; cadherins ; DNA methylation ; Epigenetics ; genes ; genetic variation ; hip circumference ; metabolism ; nutrition ; Obesity ; Pacific Ocean Islands ; phenotypic variation ; principal component analysis ; risk ; waist circumference ; waist-to-hip ratio</subject><ispartof>Nutrition, metabolism, and cardiovascular diseases, 2021-05, Vol.31 (5), p.1556-1563</ispartof><rights>2021 The Italian Diabetes Society, the Italian Society for the Study of Atherosclerosis, the Italian Society of Human Nutrition and the Department of Clinical Medicine and Surgery, Federico II University</rights><rights>Copyright © 2021 The Italian Diabetes Society, the Italian Society for the Study of Atherosclerosis, the Italian Society of Human Nutrition and the Department of Clinical Medicine and Surgery, Federico II University. Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c395t-f1c3a2013b91d191bb015ef60e63dda9adbc4548be7e3123ae248977230b6bad3</citedby><cites>FETCH-LOGICAL-c395t-f1c3a2013b91d191bb015ef60e63dda9adbc4548be7e3123ae248977230b6bad3</cites><orcidid>0000-0002-7735-8110 ; 0000-0002-8512-1498 ; 0000-0002-6774-5475</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.numecd.2021.01.027$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3536,27903,27904,45974</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33810959$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Cao, Van T.</creatorcontrib><creatorcontrib>Lea, Rodney A.</creatorcontrib><creatorcontrib>Sutherland, Heidi G.</creatorcontrib><creatorcontrib>Benton, Miles C.</creatorcontrib><creatorcontrib>Pishva, Reza S.</creatorcontrib><creatorcontrib>Haupt, Larisa M.</creatorcontrib><creatorcontrib>Griffiths, Lyn R.</creatorcontrib><title>A genome-wide methylation study of body fat traits in the Norfolk Island isolate</title><title>Nutrition, metabolism, and cardiovascular diseases</title><addtitle>Nutr Metab Cardiovasc Dis</addtitle><description>Natural variation in body fat is explained by both genetic and environmental effects. Epigenetic mechanisms such as DNA methylation can mediate these effects causing changes in gene expression leading to onset of obesity. Studies of genetic isolates have the potential to provide new epigenetic insights with advantages such as reduced genetic diversity and environmental exposures. This was an exploratory study of genome-wide DNA methylation in relation to body fat traits in 47 healthy adults from the genetic isolate of Norfolk Island. Quantitative body fat traits (body fat percentage, body mass index, hip circumference, waist circumference, waist-hip-ratio and weight) were carefully measured. DNA methylation data was obtained from peripheral blood using Illumina 450K arrays. Multi-trait analysis was performed using Principal Component Analysis (PCA). CpG by trait association testing was performed using stepwise linear regressions. Two components were identified that explained approximately 89% of the phenotypic variance. In total, 5 differential methylated positions (DMPs) were identified at genome-wide significance (P≤ 2.4 × 10−7), which mapped to GOT2-CDH8, LYSMD3, HIBADH, ADGRD1 and EBF4 genes. Gene set enrichment analysis of 848 genes containing suggestive DMPs (P≤ 1.0 × 10−4) implicated the Cadherin (28 genes, Padj = 6.76 × 10−7) and Wnt signaling pathways (38 genes, Padj = 7.78 × 10−6). This study provides new insights into the epigenetically influenced genes and pathways underlying body fat variation in a healthy cohort and provides targets for consideration in future studies of obesity risk.</description><subject>blood</subject><subject>body fat</subject><subject>Body fat trait</subject><subject>body mass index</subject><subject>cadherins</subject><subject>DNA methylation</subject><subject>Epigenetics</subject><subject>genes</subject><subject>genetic variation</subject><subject>hip circumference</subject><subject>metabolism</subject><subject>nutrition</subject><subject>Obesity</subject><subject>Pacific Ocean Islands</subject><subject>phenotypic variation</subject><subject>principal component analysis</subject><subject>risk</subject><subject>waist circumference</subject><subject>waist-to-hip ratio</subject><issn>0939-4753</issn><issn>1590-3729</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kEtLAzEUhYMotj7-gUiWbqbmMdNpNoKIj0JRF7oOedyxqTOTmmSU_nsjrS6FC2dzzj33fgidUTKhhE4vV5N-6MDYCSOMTkgeVu-hMa0EKXjNxD4aE8FFUdYVH6GjGFeE8Jrw8hCNOJ9RIioxRs_X-A1630Hx5SzgDtJy06rkfI9jGuwG-wZrn7VRCaegXIrY9TgtAT_60Pj2Hc9jq3qLXfQ5CCfooFFthNOdHqPXu9uXm4di8XQ_v7leFIaLKhUNNVwxQrkW1FJBtSa0gmZKYMqtVUJZbcqqnGmogVPGFbByJuqacaKnWll-jC62e9fBfwwQk-xcNNDmW8APUbKKlTwjqUS2llurCT7GAI1cB9epsJGUyB-WciW3LOUPS0nysDrHzncNg-7A_oV-4WXD1dYA-c9PB0FG46A3YF0Ak6T17v-Gb-ijhwM</recordid><startdate>20210506</startdate><enddate>20210506</enddate><creator>Cao, Van T.</creator><creator>Lea, Rodney A.</creator><creator>Sutherland, Heidi G.</creator><creator>Benton, Miles C.</creator><creator>Pishva, Reza S.</creator><creator>Haupt, Larisa M.</creator><creator>Griffiths, Lyn R.</creator><general>Elsevier B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0002-7735-8110</orcidid><orcidid>https://orcid.org/0000-0002-8512-1498</orcidid><orcidid>https://orcid.org/0000-0002-6774-5475</orcidid></search><sort><creationdate>20210506</creationdate><title>A genome-wide methylation study of body fat traits in the Norfolk Island isolate</title><author>Cao, Van T. ; Lea, Rodney A. ; Sutherland, Heidi G. ; Benton, Miles C. ; Pishva, Reza S. ; Haupt, Larisa M. ; Griffiths, Lyn R.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c395t-f1c3a2013b91d191bb015ef60e63dda9adbc4548be7e3123ae248977230b6bad3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>blood</topic><topic>body fat</topic><topic>Body fat trait</topic><topic>body mass index</topic><topic>cadherins</topic><topic>DNA methylation</topic><topic>Epigenetics</topic><topic>genes</topic><topic>genetic variation</topic><topic>hip circumference</topic><topic>metabolism</topic><topic>nutrition</topic><topic>Obesity</topic><topic>Pacific Ocean Islands</topic><topic>phenotypic variation</topic><topic>principal component analysis</topic><topic>risk</topic><topic>waist circumference</topic><topic>waist-to-hip ratio</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Cao, Van T.</creatorcontrib><creatorcontrib>Lea, Rodney A.</creatorcontrib><creatorcontrib>Sutherland, Heidi G.</creatorcontrib><creatorcontrib>Benton, Miles C.</creatorcontrib><creatorcontrib>Pishva, Reza S.</creatorcontrib><creatorcontrib>Haupt, Larisa M.</creatorcontrib><creatorcontrib>Griffiths, Lyn R.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Nutrition, metabolism, and cardiovascular diseases</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cao, Van T.</au><au>Lea, Rodney A.</au><au>Sutherland, Heidi G.</au><au>Benton, Miles C.</au><au>Pishva, Reza S.</au><au>Haupt, Larisa M.</au><au>Griffiths, Lyn R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A genome-wide methylation study of body fat traits in the Norfolk Island isolate</atitle><jtitle>Nutrition, metabolism, and cardiovascular diseases</jtitle><addtitle>Nutr Metab Cardiovasc Dis</addtitle><date>2021-05-06</date><risdate>2021</risdate><volume>31</volume><issue>5</issue><spage>1556</spage><epage>1563</epage><pages>1556-1563</pages><issn>0939-4753</issn><eissn>1590-3729</eissn><abstract>Natural variation in body fat is explained by both genetic and environmental effects. Epigenetic mechanisms such as DNA methylation can mediate these effects causing changes in gene expression leading to onset of obesity. Studies of genetic isolates have the potential to provide new epigenetic insights with advantages such as reduced genetic diversity and environmental exposures. This was an exploratory study of genome-wide DNA methylation in relation to body fat traits in 47 healthy adults from the genetic isolate of Norfolk Island. Quantitative body fat traits (body fat percentage, body mass index, hip circumference, waist circumference, waist-hip-ratio and weight) were carefully measured. DNA methylation data was obtained from peripheral blood using Illumina 450K arrays. Multi-trait analysis was performed using Principal Component Analysis (PCA). CpG by trait association testing was performed using stepwise linear regressions. Two components were identified that explained approximately 89% of the phenotypic variance. In total, 5 differential methylated positions (DMPs) were identified at genome-wide significance (P≤ 2.4 × 10−7), which mapped to GOT2-CDH8, LYSMD3, HIBADH, ADGRD1 and EBF4 genes. Gene set enrichment analysis of 848 genes containing suggestive DMPs (P≤ 1.0 × 10−4) implicated the Cadherin (28 genes, Padj = 6.76 × 10−7) and Wnt signaling pathways (38 genes, Padj = 7.78 × 10−6). This study provides new insights into the epigenetically influenced genes and pathways underlying body fat variation in a healthy cohort and provides targets for consideration in future studies of obesity risk.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>33810959</pmid><doi>10.1016/j.numecd.2021.01.027</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-7735-8110</orcidid><orcidid>https://orcid.org/0000-0002-8512-1498</orcidid><orcidid>https://orcid.org/0000-0002-6774-5475</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 0939-4753
ispartof Nutrition, metabolism, and cardiovascular diseases, 2021-05, Vol.31 (5), p.1556-1563
issn 0939-4753
1590-3729
language eng
recordid cdi_proquest_miscellaneous_2524302759
source Elsevier ScienceDirect Journals Complete
subjects blood
body fat
Body fat trait
body mass index
cadherins
DNA methylation
Epigenetics
genes
genetic variation
hip circumference
metabolism
nutrition
Obesity
Pacific Ocean Islands
phenotypic variation
principal component analysis
risk
waist circumference
waist-to-hip ratio
title A genome-wide methylation study of body fat traits in the Norfolk Island isolate
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-22T20%3A26%3A12IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20genome-wide%20methylation%20study%20of%20body%20fat%20traits%20in%20the%20Norfolk%20Island%20isolate&rft.jtitle=Nutrition,%20metabolism,%20and%20cardiovascular%20diseases&rft.au=Cao,%20Van%20T.&rft.date=2021-05-06&rft.volume=31&rft.issue=5&rft.spage=1556&rft.epage=1563&rft.pages=1556-1563&rft.issn=0939-4753&rft.eissn=1590-3729&rft_id=info:doi/10.1016/j.numecd.2021.01.027&rft_dat=%3Cproquest_cross%3E2524302759%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2524302759&rft_id=info:pmid/33810959&rft_els_id=S0939475321000478&rfr_iscdi=true