Paternal DNA Methylation May Be Associated With Gestational Age at Birth
Background: How epigenetic modifications of DNA are associated with gestational age at birth is not fully understood. We investigated potential effects of differential paternal DNA methylation (DNAm) on offspring gestational age at birth by conducting an epigenome-wide search for cytosine-phosphate-...
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creator | Luo, Rui Mukherjee, Nandini Chen, Su Jiang, Yu Arshad, S Hasan Holloway, John W Hedman, Anna Gruzieva, Olena Andolf, Ellika Pershagen, Goran Almqvist, Catarina Karmaus, Wilfried JJ |
description | Background:
How epigenetic modifications of DNA are associated with gestational age at birth is not fully understood. We investigated potential effects of differential paternal DNA methylation (DNAm) on offspring gestational age at birth by conducting an epigenome-wide search for cytosine-phosphate-guanine (CpG) sites.
Methods:
Study participants in this study consist of male cohort members or partners of the F1-generation of the Isle of Wight Birth Cohort (IoWBC). DNAm levels in peripheral blood from F1-fathers (n = 92) collected around pregnancy of their spouses were analyzed using the Illumina 450K array. A 5-step statistical analysis was performed. First, a training-testing screening approach was applied to select CpG sites that are potentially associated with gestational age at birth. Second, functional enrichment analysis was employed to identify biological processes. Third, by centralizing on biologically informative genes, Cox proportional hazards models were used to assess the hazard ratios of individual paternal CpGs on gestational age adjusting for confounders. Fourth, to assess the validity of our results, we compared our CpG-gestational age correlations within a Born into Life Study in Sweden (n = 15). Finally, we investigated the correlation between the detected CpGs and differential gene expression in F2 cord blood in the IoWBC.
Results:
Analysis of DNAm of fathers collected around their partner’s pregnancy identified 216 CpG sites significantly associated with gestational age at birth. Functional enrichment pathways analyses of the annotated genes revealed 2 biological pathways significantly related to cell-cell membrane adhesion molecules. Differential methylation of 9 cell membrane adhesion pathway-related CpGs were significantly associated with gestational age at birth after adjustment for confounders. The replication sample showed correlation coefficients of 2 pathway-related CpGs with gestational age at birth within 95% confidence intervals of correlation coefficients in IoWBC. Finally, CpG sites of protocadherin (PCDH) gene clusters were associated with gene expression of PCDH in F2 cord blood.
Conclusions:
Our findings suggest that differential paternal DNAm may affect gestational age at birth through cell-cell membrane adhesion molecules. The results are novel but require future replication in a larger cohort. |
doi_str_mv | 10.1177/2516865720930701 |
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fullrecord | <record><control><sourceid>proquest_swepu</sourceid><recordid>TN_cdi_swepub_primary_oai_swepub_ki_se_467943</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sage_id>10.1177_2516865720930701</sage_id><sourcerecordid>2473716778</sourcerecordid><originalsourceid>FETCH-LOGICAL-c500t-7e1a0fa1e08ebbdf288ff76279c7349bac18cfb1582ea0f12c383ba27094b66c3</originalsourceid><addsrcrecordid>eNp1kd9PwjAQxxujEYO8-2Sa-Dztj63tXkwGKpiA-qDxselKx4aD4Vo0_Pd2gggmPvVy9_l-764HwBlGlxhzfkUizASLOEExRRzhA3DSpIImd7gTt0DH2ilCiKAoZDQ6Bi1KYhbimJ2AwZNypp6rEt48JHBkXL4qlSuqORypFewamFhb6cJDY_hauBz2jXXfgJckEwOVg92idvkpOMpUaU1n87bBy93tc28QDB_7971kGOgIIRdwgxXKFDZImDQdZ0SILOOM8FhzGsap0ljoLMWRIMaDmGgqaKoIR3GYMqZpGwRrX_tpFstULupipuqVrFQhN6k3HxkZMh6H1PPXa95XZmaszdzVqtyT7VfmRS4n1YfkoRAi5t7gYmNQV-9Lv72cVsvmx6wkIaccM86Fp9Ca0nVlbW2ybQeMZHMu-fdcXnK-O9lW8HOcnVXVxPx2_dfwC9O0nLs</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2473716778</pqid></control><display><type>article</type><title>Paternal DNA Methylation May Be Associated With Gestational Age at Birth</title><source>PubMed Central</source><source>SWEPUB Freely available online</source><source>PubMed Central Open Access</source><creator>Luo, Rui ; Mukherjee, Nandini ; Chen, Su ; Jiang, Yu ; Arshad, S Hasan ; Holloway, John W ; Hedman, Anna ; Gruzieva, Olena ; Andolf, Ellika ; Pershagen, Goran ; Almqvist, Catarina ; Karmaus, Wilfried JJ</creator><creatorcontrib>Luo, Rui ; Mukherjee, Nandini ; Chen, Su ; Jiang, Yu ; Arshad, S Hasan ; Holloway, John W ; Hedman, Anna ; Gruzieva, Olena ; Andolf, Ellika ; Pershagen, Goran ; Almqvist, Catarina ; Karmaus, Wilfried JJ</creatorcontrib><description>Background:
How epigenetic modifications of DNA are associated with gestational age at birth is not fully understood. We investigated potential effects of differential paternal DNA methylation (DNAm) on offspring gestational age at birth by conducting an epigenome-wide search for cytosine-phosphate-guanine (CpG) sites.
Methods:
Study participants in this study consist of male cohort members or partners of the F1-generation of the Isle of Wight Birth Cohort (IoWBC). DNAm levels in peripheral blood from F1-fathers (n = 92) collected around pregnancy of their spouses were analyzed using the Illumina 450K array. A 5-step statistical analysis was performed. First, a training-testing screening approach was applied to select CpG sites that are potentially associated with gestational age at birth. Second, functional enrichment analysis was employed to identify biological processes. Third, by centralizing on biologically informative genes, Cox proportional hazards models were used to assess the hazard ratios of individual paternal CpGs on gestational age adjusting for confounders. Fourth, to assess the validity of our results, we compared our CpG-gestational age correlations within a Born into Life Study in Sweden (n = 15). Finally, we investigated the correlation between the detected CpGs and differential gene expression in F2 cord blood in the IoWBC.
Results:
Analysis of DNAm of fathers collected around their partner’s pregnancy identified 216 CpG sites significantly associated with gestational age at birth. Functional enrichment pathways analyses of the annotated genes revealed 2 biological pathways significantly related to cell-cell membrane adhesion molecules. Differential methylation of 9 cell membrane adhesion pathway-related CpGs were significantly associated with gestational age at birth after adjustment for confounders. The replication sample showed correlation coefficients of 2 pathway-related CpGs with gestational age at birth within 95% confidence intervals of correlation coefficients in IoWBC. Finally, CpG sites of protocadherin (PCDH) gene clusters were associated with gene expression of PCDH in F2 cord blood.
Conclusions:
Our findings suggest that differential paternal DNAm may affect gestational age at birth through cell-cell membrane adhesion molecules. The results are novel but require future replication in a larger cohort.</description><identifier>ISSN: 2516-8657</identifier><identifier>EISSN: 2516-8657</identifier><identifier>DOI: 10.1177/2516865720930701</identifier><identifier>PMID: 32964196</identifier><language>eng</language><publisher>London, England: SAGE Publications</publisher><subject>Age ; Cell adhesion molecules ; Cell membranes ; Cord blood ; CpG islands ; Cytosine ; Deoxyribonucleic acid ; DNA ; DNA methylation ; Epigenetics ; Gene clusters ; Gene expression ; Gestational age ; Guanine ; Original Research ; Peripheral blood ; Pregnancy ; Protocadherin ; Replication ; Statistical analysis</subject><ispartof>Epigenetics insights, 2020, Vol.13, p.2516865720930701</ispartof><rights>The Author(s) 2020</rights><rights>The Author(s) 2020.</rights><rights>The Author(s) 2020. This work is licensed under the Creative Commons Attribution – Non-Commercial License https://creativecommons.org/licenses/by-nc/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2020 2020 SAGE Publications Ltd unless otherwise noted. Manuscript content on this site is licensed under Creative Commons Licenses</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c500t-7e1a0fa1e08ebbdf288ff76279c7349bac18cfb1582ea0f12c383ba27094b66c3</citedby><cites>FETCH-LOGICAL-c500t-7e1a0fa1e08ebbdf288ff76279c7349bac18cfb1582ea0f12c383ba27094b66c3</cites><orcidid>0000-0003-4147-5654</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7488897/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7488897/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,550,723,776,780,881,4009,27902,27903,27904,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32964196$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttp://kipublications.ki.se/Default.aspx?queryparsed=id:232964196$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Luo, Rui</creatorcontrib><creatorcontrib>Mukherjee, Nandini</creatorcontrib><creatorcontrib>Chen, Su</creatorcontrib><creatorcontrib>Jiang, Yu</creatorcontrib><creatorcontrib>Arshad, S Hasan</creatorcontrib><creatorcontrib>Holloway, John W</creatorcontrib><creatorcontrib>Hedman, Anna</creatorcontrib><creatorcontrib>Gruzieva, Olena</creatorcontrib><creatorcontrib>Andolf, Ellika</creatorcontrib><creatorcontrib>Pershagen, Goran</creatorcontrib><creatorcontrib>Almqvist, Catarina</creatorcontrib><creatorcontrib>Karmaus, Wilfried JJ</creatorcontrib><title>Paternal DNA Methylation May Be Associated With Gestational Age at Birth</title><title>Epigenetics insights</title><addtitle>Epigenet Insights</addtitle><description>Background:
How epigenetic modifications of DNA are associated with gestational age at birth is not fully understood. We investigated potential effects of differential paternal DNA methylation (DNAm) on offspring gestational age at birth by conducting an epigenome-wide search for cytosine-phosphate-guanine (CpG) sites.
Methods:
Study participants in this study consist of male cohort members or partners of the F1-generation of the Isle of Wight Birth Cohort (IoWBC). DNAm levels in peripheral blood from F1-fathers (n = 92) collected around pregnancy of their spouses were analyzed using the Illumina 450K array. A 5-step statistical analysis was performed. First, a training-testing screening approach was applied to select CpG sites that are potentially associated with gestational age at birth. Second, functional enrichment analysis was employed to identify biological processes. Third, by centralizing on biologically informative genes, Cox proportional hazards models were used to assess the hazard ratios of individual paternal CpGs on gestational age adjusting for confounders. Fourth, to assess the validity of our results, we compared our CpG-gestational age correlations within a Born into Life Study in Sweden (n = 15). Finally, we investigated the correlation between the detected CpGs and differential gene expression in F2 cord blood in the IoWBC.
Results:
Analysis of DNAm of fathers collected around their partner’s pregnancy identified 216 CpG sites significantly associated with gestational age at birth. Functional enrichment pathways analyses of the annotated genes revealed 2 biological pathways significantly related to cell-cell membrane adhesion molecules. Differential methylation of 9 cell membrane adhesion pathway-related CpGs were significantly associated with gestational age at birth after adjustment for confounders. The replication sample showed correlation coefficients of 2 pathway-related CpGs with gestational age at birth within 95% confidence intervals of correlation coefficients in IoWBC. Finally, CpG sites of protocadherin (PCDH) gene clusters were associated with gene expression of PCDH in F2 cord blood.
Conclusions:
Our findings suggest that differential paternal DNAm may affect gestational age at birth through cell-cell membrane adhesion molecules. The results are novel but require future replication in a larger cohort.</description><subject>Age</subject><subject>Cell adhesion molecules</subject><subject>Cell membranes</subject><subject>Cord blood</subject><subject>CpG islands</subject><subject>Cytosine</subject><subject>Deoxyribonucleic acid</subject><subject>DNA</subject><subject>DNA methylation</subject><subject>Epigenetics</subject><subject>Gene clusters</subject><subject>Gene expression</subject><subject>Gestational age</subject><subject>Guanine</subject><subject>Original Research</subject><subject>Peripheral blood</subject><subject>Pregnancy</subject><subject>Protocadherin</subject><subject>Replication</subject><subject>Statistical analysis</subject><issn>2516-8657</issn><issn>2516-8657</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>AFRWT</sourceid><sourceid>BENPR</sourceid><sourceid>D8T</sourceid><recordid>eNp1kd9PwjAQxxujEYO8-2Sa-Dztj63tXkwGKpiA-qDxselKx4aD4Vo0_Pd2gggmPvVy9_l-764HwBlGlxhzfkUizASLOEExRRzhA3DSpIImd7gTt0DH2ilCiKAoZDQ6Bi1KYhbimJ2AwZNypp6rEt48JHBkXL4qlSuqORypFewamFhb6cJDY_hauBz2jXXfgJckEwOVg92idvkpOMpUaU1n87bBy93tc28QDB_7971kGOgIIRdwgxXKFDZImDQdZ0SILOOM8FhzGsap0ljoLMWRIMaDmGgqaKoIR3GYMqZpGwRrX_tpFstULupipuqVrFQhN6k3HxkZMh6H1PPXa95XZmaszdzVqtyT7VfmRS4n1YfkoRAi5t7gYmNQV-9Lv72cVsvmx6wkIaccM86Fp9Ca0nVlbW2ybQeMZHMu-fdcXnK-O9lW8HOcnVXVxPx2_dfwC9O0nLs</recordid><startdate>2020</startdate><enddate>2020</enddate><creator>Luo, Rui</creator><creator>Mukherjee, Nandini</creator><creator>Chen, Su</creator><creator>Jiang, Yu</creator><creator>Arshad, S Hasan</creator><creator>Holloway, John W</creator><creator>Hedman, Anna</creator><creator>Gruzieva, Olena</creator><creator>Andolf, Ellika</creator><creator>Pershagen, Goran</creator><creator>Almqvist, Catarina</creator><creator>Karmaus, Wilfried JJ</creator><general>SAGE Publications</general><general>Sage Publications Ltd</general><scope>AFRWT</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8AO</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AYAGU</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>5PM</scope><scope>ADTPV</scope><scope>AOWAS</scope><scope>D8T</scope><scope>ZZAVC</scope><orcidid>https://orcid.org/0000-0003-4147-5654</orcidid></search><sort><creationdate>2020</creationdate><title>Paternal DNA Methylation May Be Associated With Gestational Age at Birth</title><author>Luo, Rui ; Mukherjee, Nandini ; Chen, Su ; Jiang, Yu ; Arshad, S Hasan ; Holloway, John W ; Hedman, Anna ; Gruzieva, Olena ; Andolf, Ellika ; Pershagen, Goran ; Almqvist, Catarina ; Karmaus, Wilfried JJ</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c500t-7e1a0fa1e08ebbdf288ff76279c7349bac18cfb1582ea0f12c383ba27094b66c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Age</topic><topic>Cell adhesion molecules</topic><topic>Cell membranes</topic><topic>Cord blood</topic><topic>CpG islands</topic><topic>Cytosine</topic><topic>Deoxyribonucleic acid</topic><topic>DNA</topic><topic>DNA methylation</topic><topic>Epigenetics</topic><topic>Gene clusters</topic><topic>Gene expression</topic><topic>Gestational age</topic><topic>Guanine</topic><topic>Original Research</topic><topic>Peripheral blood</topic><topic>Pregnancy</topic><topic>Protocadherin</topic><topic>Replication</topic><topic>Statistical analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Luo, Rui</creatorcontrib><creatorcontrib>Mukherjee, Nandini</creatorcontrib><creatorcontrib>Chen, Su</creatorcontrib><creatorcontrib>Jiang, Yu</creatorcontrib><creatorcontrib>Arshad, S Hasan</creatorcontrib><creatorcontrib>Holloway, John W</creatorcontrib><creatorcontrib>Hedman, Anna</creatorcontrib><creatorcontrib>Gruzieva, Olena</creatorcontrib><creatorcontrib>Andolf, Ellika</creatorcontrib><creatorcontrib>Pershagen, Goran</creatorcontrib><creatorcontrib>Almqvist, Catarina</creatorcontrib><creatorcontrib>Karmaus, Wilfried JJ</creatorcontrib><collection>Sage Journals GOLD Open Access 2024</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>ProQuest Pharma Collection</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Australia & New Zealand Database</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>PubMed Central (Full Participant titles)</collection><collection>SwePub</collection><collection>SwePub Articles</collection><collection>SWEPUB Freely available online</collection><collection>SwePub Articles full text</collection><jtitle>Epigenetics insights</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Luo, Rui</au><au>Mukherjee, Nandini</au><au>Chen, Su</au><au>Jiang, Yu</au><au>Arshad, S Hasan</au><au>Holloway, John W</au><au>Hedman, Anna</au><au>Gruzieva, Olena</au><au>Andolf, Ellika</au><au>Pershagen, Goran</au><au>Almqvist, Catarina</au><au>Karmaus, Wilfried JJ</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Paternal DNA Methylation May Be Associated With Gestational Age at Birth</atitle><jtitle>Epigenetics insights</jtitle><addtitle>Epigenet Insights</addtitle><date>2020</date><risdate>2020</risdate><volume>13</volume><spage>2516865720930701</spage><pages>2516865720930701-</pages><issn>2516-8657</issn><eissn>2516-8657</eissn><abstract>Background:
How epigenetic modifications of DNA are associated with gestational age at birth is not fully understood. We investigated potential effects of differential paternal DNA methylation (DNAm) on offspring gestational age at birth by conducting an epigenome-wide search for cytosine-phosphate-guanine (CpG) sites.
Methods:
Study participants in this study consist of male cohort members or partners of the F1-generation of the Isle of Wight Birth Cohort (IoWBC). DNAm levels in peripheral blood from F1-fathers (n = 92) collected around pregnancy of their spouses were analyzed using the Illumina 450K array. A 5-step statistical analysis was performed. First, a training-testing screening approach was applied to select CpG sites that are potentially associated with gestational age at birth. Second, functional enrichment analysis was employed to identify biological processes. Third, by centralizing on biologically informative genes, Cox proportional hazards models were used to assess the hazard ratios of individual paternal CpGs on gestational age adjusting for confounders. Fourth, to assess the validity of our results, we compared our CpG-gestational age correlations within a Born into Life Study in Sweden (n = 15). Finally, we investigated the correlation between the detected CpGs and differential gene expression in F2 cord blood in the IoWBC.
Results:
Analysis of DNAm of fathers collected around their partner’s pregnancy identified 216 CpG sites significantly associated with gestational age at birth. Functional enrichment pathways analyses of the annotated genes revealed 2 biological pathways significantly related to cell-cell membrane adhesion molecules. Differential methylation of 9 cell membrane adhesion pathway-related CpGs were significantly associated with gestational age at birth after adjustment for confounders. The replication sample showed correlation coefficients of 2 pathway-related CpGs with gestational age at birth within 95% confidence intervals of correlation coefficients in IoWBC. Finally, CpG sites of protocadherin (PCDH) gene clusters were associated with gene expression of PCDH in F2 cord blood.
Conclusions:
Our findings suggest that differential paternal DNAm may affect gestational age at birth through cell-cell membrane adhesion molecules. The results are novel but require future replication in a larger cohort.</abstract><cop>London, England</cop><pub>SAGE Publications</pub><pmid>32964196</pmid><doi>10.1177/2516865720930701</doi><orcidid>https://orcid.org/0000-0003-4147-5654</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Age Cell adhesion molecules Cell membranes Cord blood CpG islands Cytosine Deoxyribonucleic acid DNA DNA methylation Epigenetics Gene clusters Gene expression Gestational age Guanine Original Research Peripheral blood Pregnancy Protocadherin Replication Statistical analysis |
title | Paternal DNA Methylation May Be Associated With Gestational Age at Birth |
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