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...
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Veröffentlicht in: | Nutrition, metabolism, and cardiovascular diseases metabolism, and cardiovascular diseases, 2021-05, Vol.31 (5), p.1556-1563 |
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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 |
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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> |
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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 |
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