Examining the Effects of Environment, Geography, and Elevation on Patterns of DNA Methylation Across Populations of Two Widespread Bumble Bee Species
Abstract Understanding the myriad avenues through which spatial and environmental factors shape evolution is a major focus in biological research. From a molecular perspective, much work has been focused on genomic sequence variation; however, recently there has been increased interest in how epigen...
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description | Abstract
Understanding the myriad avenues through which spatial and environmental factors shape evolution is a major focus in biological research. From a molecular perspective, much work has been focused on genomic sequence variation; however, recently there has been increased interest in how epigenetic variation may be shaped by different variables across the landscape. DNA methylation has been of particular interest given that it is dynamic and can alter gene expression, potentially offering a path for a rapid response to environmental change. We utilized whole genome enzymatic methyl sequencing to evaluate the distribution of CpG methylation across the genome and to analyze patterns of spatial and environmental association in the methylomes of two broadly distributed montane bumble bees (Bombus vancouverensis Cresson and Bombus vosnesenskii Radoszkowski) across elevational gradients in the western US. Methylation patterns in both species are similar at the genomic scale with ∼1% of CpGs being methylated and most methylation being found in exons. At the landscape scale, neither species exhibited strong spatial or population structuring in patterns of methylation, although some weak relationships between methylation and distance or environmental variables were detected. Differential methylation analysis suggests a stronger environment association in B. vancouverensis given the larger number of differentially methylated CpG's compared to B. vosnesenskii. We also observed only a handful of genes with both differentially methylated CpGs and previously detected environmentally associated outlier SNPs. Overall results reveal a weak but present pattern in variation in methylation over the landscape in both species. |
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Understanding the myriad avenues through which spatial and environmental factors shape evolution is a major focus in biological research. From a molecular perspective, much work has been focused on genomic sequence variation; however, recently there has been increased interest in how epigenetic variation may be shaped by different variables across the landscape. DNA methylation has been of particular interest given that it is dynamic and can alter gene expression, potentially offering a path for a rapid response to environmental change. We utilized whole genome enzymatic methyl sequencing to evaluate the distribution of CpG methylation across the genome and to analyze patterns of spatial and environmental association in the methylomes of two broadly distributed montane bumble bees (Bombus vancouverensis Cresson and Bombus vosnesenskii Radoszkowski) across elevational gradients in the western US. Methylation patterns in both species are similar at the genomic scale with ∼1% of CpGs being methylated and most methylation being found in exons. At the landscape scale, neither species exhibited strong spatial or population structuring in patterns of methylation, although some weak relationships between methylation and distance or environmental variables were detected. Differential methylation analysis suggests a stronger environment association in B. vancouverensis given the larger number of differentially methylated CpG's compared to B. vosnesenskii. We also observed only a handful of genes with both differentially methylated CpGs and previously detected environmentally associated outlier SNPs. Overall results reveal a weak but present pattern in variation in methylation over the landscape in both species.</description><identifier>ISSN: 1759-6653</identifier><identifier>EISSN: 1759-6653</identifier><identifier>DOI: 10.1093/gbe/evae207</identifier><identifier>PMID: 39327899</identifier><language>eng</language><publisher>UK: Oxford University Press</publisher><subject>Altitude ; Animals ; Bees - genetics ; Bombus vosnesenskii ; CpG Islands ; DNA Methylation ; DNA sequencing ; Environment ; Environmental changes ; Environmental factors ; Epigenetics ; Exons ; Gene expression ; Genomes ; Genomics ; Geographical distribution ; Geography ; Nucleotide sequence ; Single-nucleotide polymorphism ; Variation</subject><ispartof>Genome biology and evolution, 2024-10, Vol.16 (10)</ispartof><rights>The Author(s) 2024. Published by Oxford University Press on behalf of Society for Molecular Biology and Evolution. 2024</rights><rights>The Author(s) 2024. Published by Oxford University Press on behalf of Society for Molecular Biology and Evolution.</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c329t-111adb09c6447016c6726c30b04438f9e7ad6447f080749626524d4d756eeb773</cites><orcidid>0000-0002-7889-9138 ; 0009-0007-3548-7663 ; 0000-0002-2364-5771 ; 0000-0003-3725-5640</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/PMC11474243/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11474243/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,1598,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39327899$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Heraghty, Sam D</creatorcontrib><creatorcontrib>Rahman, Sarthok Rasique</creatorcontrib><creatorcontrib>Verble, Kelton M</creatorcontrib><creatorcontrib>Lozier, Jeffrey D</creatorcontrib><title>Examining the Effects of Environment, Geography, and Elevation on Patterns of DNA Methylation Across Populations of Two Widespread Bumble Bee Species</title><title>Genome biology and evolution</title><addtitle>Genome Biol Evol</addtitle><description>Abstract
Understanding the myriad avenues through which spatial and environmental factors shape evolution is a major focus in biological research. From a molecular perspective, much work has been focused on genomic sequence variation; however, recently there has been increased interest in how epigenetic variation may be shaped by different variables across the landscape. DNA methylation has been of particular interest given that it is dynamic and can alter gene expression, potentially offering a path for a rapid response to environmental change. We utilized whole genome enzymatic methyl sequencing to evaluate the distribution of CpG methylation across the genome and to analyze patterns of spatial and environmental association in the methylomes of two broadly distributed montane bumble bees (Bombus vancouverensis Cresson and Bombus vosnesenskii Radoszkowski) across elevational gradients in the western US. Methylation patterns in both species are similar at the genomic scale with ∼1% of CpGs being methylated and most methylation being found in exons. At the landscape scale, neither species exhibited strong spatial or population structuring in patterns of methylation, although some weak relationships between methylation and distance or environmental variables were detected. Differential methylation analysis suggests a stronger environment association in B. vancouverensis given the larger number of differentially methylated CpG's compared to B. vosnesenskii. We also observed only a handful of genes with both differentially methylated CpGs and previously detected environmentally associated outlier SNPs. Overall results reveal a weak but present pattern in variation in methylation over the landscape in both species.</description><subject>Altitude</subject><subject>Animals</subject><subject>Bees - genetics</subject><subject>Bombus vosnesenskii</subject><subject>CpG Islands</subject><subject>DNA Methylation</subject><subject>DNA sequencing</subject><subject>Environment</subject><subject>Environmental changes</subject><subject>Environmental factors</subject><subject>Epigenetics</subject><subject>Exons</subject><subject>Gene expression</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Geographical distribution</subject><subject>Geography</subject><subject>Nucleotide sequence</subject><subject>Single-nucleotide polymorphism</subject><subject>Variation</subject><issn>1759-6653</issn><issn>1759-6653</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>TOX</sourceid><sourceid>EIF</sourceid><recordid>eNp9kUFvFCEcxSdGY2v15N2QmBgTuxYGFpaT2daxmlRtYo1HwjD_2aWZgRGY1f0gfl_pztpUDyYkEN6PB49XFE8Jfk2wpCerGk5go6HE4l5xSMRczjif0_t31gfFoxivMeaccfqwOKCSlmIh5WHxq_qpe-usW6G0BlS1LZgUkW9R5TY2eNeDS8foHPwq6GG9PUbaNajq8oXJeofyuNQpQXC7Q28_LdFHSOttN8lLE3yM6NIP47Szo65-ePTNNhCHALpBp2Nfd4BOAdCXAYyF-Lh40OouwpP9fFR8fVddnb2fXXw-_3C2vJgZWso0I4TopsbScMYEJtxwUXJDcY0Zo4tWgtDNjdTiBRZM8pLPS9awRsw5QC0EPSreTL7DWPfQmJw16E4NwfY6bJXXVv2tOLtWK79RhDDBSkazw8u9Q_DfR4hJ9TYa6DrtwI9RUUIww5QSntHn_6DXfgwu58tUucCEMUYy9Wqidj8XoL19DcHqpm-V-1b7vjP97G6AW_ZPwRl4MQF-HP7r9BtpZrTx</recordid><startdate>20241009</startdate><enddate>20241009</enddate><creator>Heraghty, Sam D</creator><creator>Rahman, Sarthok Rasique</creator><creator>Verble, Kelton M</creator><creator>Lozier, Jeffrey D</creator><general>Oxford University Press</general><scope>TOX</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>K9.</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-7889-9138</orcidid><orcidid>https://orcid.org/0009-0007-3548-7663</orcidid><orcidid>https://orcid.org/0000-0002-2364-5771</orcidid><orcidid>https://orcid.org/0000-0003-3725-5640</orcidid></search><sort><creationdate>20241009</creationdate><title>Examining the Effects of Environment, Geography, and Elevation on Patterns of DNA Methylation Across Populations of Two Widespread Bumble Bee Species</title><author>Heraghty, Sam D ; Rahman, Sarthok Rasique ; Verble, Kelton M ; Lozier, Jeffrey D</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c329t-111adb09c6447016c6726c30b04438f9e7ad6447f080749626524d4d756eeb773</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Altitude</topic><topic>Animals</topic><topic>Bees - genetics</topic><topic>Bombus vosnesenskii</topic><topic>CpG Islands</topic><topic>DNA Methylation</topic><topic>DNA sequencing</topic><topic>Environment</topic><topic>Environmental changes</topic><topic>Environmental factors</topic><topic>Epigenetics</topic><topic>Exons</topic><topic>Gene expression</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Geographical distribution</topic><topic>Geography</topic><topic>Nucleotide sequence</topic><topic>Single-nucleotide polymorphism</topic><topic>Variation</topic><toplevel>online_resources</toplevel><creatorcontrib>Heraghty, Sam D</creatorcontrib><creatorcontrib>Rahman, Sarthok Rasique</creatorcontrib><creatorcontrib>Verble, Kelton M</creatorcontrib><creatorcontrib>Lozier, Jeffrey D</creatorcontrib><collection>Oxford Journals Open Access Collection</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Genome biology and evolution</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Heraghty, Sam D</au><au>Rahman, Sarthok Rasique</au><au>Verble, Kelton M</au><au>Lozier, Jeffrey D</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Examining the Effects of Environment, Geography, and Elevation on Patterns of DNA Methylation Across Populations of Two Widespread Bumble Bee Species</atitle><jtitle>Genome biology and evolution</jtitle><addtitle>Genome Biol Evol</addtitle><date>2024-10-09</date><risdate>2024</risdate><volume>16</volume><issue>10</issue><issn>1759-6653</issn><eissn>1759-6653</eissn><abstract>Abstract
Understanding the myriad avenues through which spatial and environmental factors shape evolution is a major focus in biological research. From a molecular perspective, much work has been focused on genomic sequence variation; however, recently there has been increased interest in how epigenetic variation may be shaped by different variables across the landscape. DNA methylation has been of particular interest given that it is dynamic and can alter gene expression, potentially offering a path for a rapid response to environmental change. We utilized whole genome enzymatic methyl sequencing to evaluate the distribution of CpG methylation across the genome and to analyze patterns of spatial and environmental association in the methylomes of two broadly distributed montane bumble bees (Bombus vancouverensis Cresson and Bombus vosnesenskii Radoszkowski) across elevational gradients in the western US. Methylation patterns in both species are similar at the genomic scale with ∼1% of CpGs being methylated and most methylation being found in exons. At the landscape scale, neither species exhibited strong spatial or population structuring in patterns of methylation, although some weak relationships between methylation and distance or environmental variables were detected. Differential methylation analysis suggests a stronger environment association in B. vancouverensis given the larger number of differentially methylated CpG's compared to B. vosnesenskii. We also observed only a handful of genes with both differentially methylated CpGs and previously detected environmentally associated outlier SNPs. Overall results reveal a weak but present pattern in variation in methylation over the landscape in both species.</abstract><cop>UK</cop><pub>Oxford University Press</pub><pmid>39327899</pmid><doi>10.1093/gbe/evae207</doi><orcidid>https://orcid.org/0000-0002-7889-9138</orcidid><orcidid>https://orcid.org/0009-0007-3548-7663</orcidid><orcidid>https://orcid.org/0000-0002-2364-5771</orcidid><orcidid>https://orcid.org/0000-0003-3725-5640</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Altitude Animals Bees - genetics Bombus vosnesenskii CpG Islands DNA Methylation DNA sequencing Environment Environmental changes Environmental factors Epigenetics Exons Gene expression Genomes Genomics Geographical distribution Geography Nucleotide sequence Single-nucleotide polymorphism Variation |
title | Examining the Effects of Environment, Geography, and Elevation on Patterns of DNA Methylation Across Populations of Two Widespread Bumble Bee Species |
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