Genome‐wide epigenetic isolation by environment in a widespread Anolis lizard
Epigenetic changes can provide a pathway for organisms to respond to local environmental conditions by influencing gene expression. However, we still know little about the spatial distribution of epigenetic variation in natural systems, how it relates to the distribution of genetic variation and the...
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Veröffentlicht in: | Molecular ecology 2020-01, Vol.29 (1), p.40-55 |
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creator | Wogan, Guinevere O. U. Yuan, Michael L. Mahler, D. Luke Wang, Ian J. |
description | Epigenetic changes can provide a pathway for organisms to respond to local environmental conditions by influencing gene expression. However, we still know little about the spatial distribution of epigenetic variation in natural systems, how it relates to the distribution of genetic variation and the environmental structure of the landscape, and the processes that generate and maintain it. Studies examining spatial patterns of genetic and epigenetic variation can provide valuable insights into how ecological and population processes contribute to epigenetic divergence across heterogeneous landscapes. Here, we perform a comparative analysis of spatial genetic and epigenetic variation based on 8,459 single nucleotide polymorphisms (SNPs) and 8,580 single methylation variants (SMVs) from eight populations of the Puerto Rican crested anole, Anolis cristatellus, an abundant lizard in the adaptive radiations of anoles on the Greater Antilles that occupies a diverse range of habitats. Using generalized dissimilarity modelling and multiple matrix regression, we found that genome‐wide epigenetic differentiation is strongly correlated with environmental divergence, even after controlling for the underlying genetic structure. We also detected significant associations between key environmental variables and 96 SMVs, including 42 located in promoter regions or gene bodies. Our results suggest an environmental basis for population‐level epigenetic differentiation in this system and contribute to better understanding how environmental gradients structure epigenetic variation in nature. |
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U. ; Yuan, Michael L. ; Mahler, D. Luke ; Wang, Ian J.</creator><creatorcontrib>Wogan, Guinevere O. U. ; Yuan, Michael L. ; Mahler, D. Luke ; Wang, Ian J.</creatorcontrib><description>Epigenetic changes can provide a pathway for organisms to respond to local environmental conditions by influencing gene expression. However, we still know little about the spatial distribution of epigenetic variation in natural systems, how it relates to the distribution of genetic variation and the environmental structure of the landscape, and the processes that generate and maintain it. Studies examining spatial patterns of genetic and epigenetic variation can provide valuable insights into how ecological and population processes contribute to epigenetic divergence across heterogeneous landscapes. Here, we perform a comparative analysis of spatial genetic and epigenetic variation based on 8,459 single nucleotide polymorphisms (SNPs) and 8,580 single methylation variants (SMVs) from eight populations of the Puerto Rican crested anole, Anolis cristatellus, an abundant lizard in the adaptive radiations of anoles on the Greater Antilles that occupies a diverse range of habitats. Using generalized dissimilarity modelling and multiple matrix regression, we found that genome‐wide epigenetic differentiation is strongly correlated with environmental divergence, even after controlling for the underlying genetic structure. We also detected significant associations between key environmental variables and 96 SMVs, including 42 located in promoter regions or gene bodies. Our results suggest an environmental basis for population‐level epigenetic differentiation in this system and contribute to better understanding how environmental gradients structure epigenetic variation in nature.</description><identifier>ISSN: 0962-1083</identifier><identifier>EISSN: 1365-294X</identifier><identifier>DOI: 10.1111/mec.15301</identifier><identifier>PMID: 31710739</identifier><language>eng</language><publisher>England: Blackwell Publishing Ltd</publisher><subject>anole ; Comparative analysis ; Differentiation ; Divergence ; DNA methylation ; Environmental conditions ; Environmental gradient ; Epigenetics ; Gene expression ; Genetic analysis ; Genetic diversity ; Genetic structure ; Genomes ; isolation by distance ; landscape epigenetics ; landscape genetics ; Lizards ; Methylation ; Nucleotides ; population structure ; Regression analysis ; Single-nucleotide polymorphism ; Spatial analysis ; Spatial distribution</subject><ispartof>Molecular ecology, 2020-01, Vol.29 (1), p.40-55</ispartof><rights>2019 John Wiley & Sons Ltd</rights><rights>2019 John Wiley & Sons Ltd.</rights><rights>Copyright © 2020 John Wiley & Sons Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3531-10ec7f052b4700bde5852c87a365669f2bab8275e0edbc06ccaa6eb0a8e501fc3</citedby><cites>FETCH-LOGICAL-c3531-10ec7f052b4700bde5852c87a365669f2bab8275e0edbc06ccaa6eb0a8e501fc3</cites><orcidid>0000-0003-1877-0591 ; 0000-0003-2554-9414</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fmec.15301$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fmec.15301$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31710739$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wogan, Guinevere O. U.</creatorcontrib><creatorcontrib>Yuan, Michael L.</creatorcontrib><creatorcontrib>Mahler, D. Luke</creatorcontrib><creatorcontrib>Wang, Ian J.</creatorcontrib><title>Genome‐wide epigenetic isolation by environment in a widespread Anolis lizard</title><title>Molecular ecology</title><addtitle>Mol Ecol</addtitle><description>Epigenetic changes can provide a pathway for organisms to respond to local environmental conditions by influencing gene expression. However, we still know little about the spatial distribution of epigenetic variation in natural systems, how it relates to the distribution of genetic variation and the environmental structure of the landscape, and the processes that generate and maintain it. Studies examining spatial patterns of genetic and epigenetic variation can provide valuable insights into how ecological and population processes contribute to epigenetic divergence across heterogeneous landscapes. Here, we perform a comparative analysis of spatial genetic and epigenetic variation based on 8,459 single nucleotide polymorphisms (SNPs) and 8,580 single methylation variants (SMVs) from eight populations of the Puerto Rican crested anole, Anolis cristatellus, an abundant lizard in the adaptive radiations of anoles on the Greater Antilles that occupies a diverse range of habitats. Using generalized dissimilarity modelling and multiple matrix regression, we found that genome‐wide epigenetic differentiation is strongly correlated with environmental divergence, even after controlling for the underlying genetic structure. We also detected significant associations between key environmental variables and 96 SMVs, including 42 located in promoter regions or gene bodies. Our results suggest an environmental basis for population‐level epigenetic differentiation in this system and contribute to better understanding how environmental gradients structure epigenetic variation in nature.</description><subject>anole</subject><subject>Comparative analysis</subject><subject>Differentiation</subject><subject>Divergence</subject><subject>DNA methylation</subject><subject>Environmental conditions</subject><subject>Environmental gradient</subject><subject>Epigenetics</subject><subject>Gene expression</subject><subject>Genetic analysis</subject><subject>Genetic diversity</subject><subject>Genetic structure</subject><subject>Genomes</subject><subject>isolation by distance</subject><subject>landscape epigenetics</subject><subject>landscape genetics</subject><subject>Lizards</subject><subject>Methylation</subject><subject>Nucleotides</subject><subject>population structure</subject><subject>Regression analysis</subject><subject>Single-nucleotide polymorphism</subject><subject>Spatial analysis</subject><subject>Spatial distribution</subject><issn>0962-1083</issn><issn>1365-294X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp10MFKAzEUBdAgitbqwh-QgBtdtH1JmpnpUkqtQqUbBXdDJvNGUmaSmrSWuvIT_Ea_xNRWF4Jv8zaHy-UScsagy-L1GtRdJgWwPdJiIpEdPug_7ZMWDBLeYZCJI3IcwgyACS7lITkSLGWQikGLTMdoXYOf7x8rUyLFuXlGiwujqQmuVgvjLC3WFO2r8c42aBfUWKroRoe5R1XSa-tqE2ht3pQvT8hBpeqAp7vfJo83o4fhbWcyHd8NrycdLaRgsRTqtALJi34KUJQoM8l1lqrYPkkGFS9UkfFUImBZaEi0VirBAlSGElilRZtcbnPn3r0sMSzyxgSNda0sumXIuWB9YCxNINKLP3Tmlt7GdlGJvswg5Rt1tVXauxA8Vvncm0b5dc4g36ycx5Xz75WjPd8lLosGy1_5M2sEvS1YmRrX_yfl96PhNvILPeGGzw</recordid><startdate>202001</startdate><enddate>202001</enddate><creator>Wogan, Guinevere O. U.</creator><creator>Yuan, Michael L.</creator><creator>Mahler, D. Luke</creator><creator>Wang, Ian J.</creator><general>Blackwell Publishing Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SN</scope><scope>7SS</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-1877-0591</orcidid><orcidid>https://orcid.org/0000-0003-2554-9414</orcidid></search><sort><creationdate>202001</creationdate><title>Genome‐wide epigenetic isolation by environment in a widespread Anolis lizard</title><author>Wogan, Guinevere O. U. ; Yuan, Michael L. ; Mahler, D. Luke ; Wang, Ian J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3531-10ec7f052b4700bde5852c87a365669f2bab8275e0edbc06ccaa6eb0a8e501fc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>anole</topic><topic>Comparative analysis</topic><topic>Differentiation</topic><topic>Divergence</topic><topic>DNA methylation</topic><topic>Environmental conditions</topic><topic>Environmental gradient</topic><topic>Epigenetics</topic><topic>Gene expression</topic><topic>Genetic analysis</topic><topic>Genetic diversity</topic><topic>Genetic structure</topic><topic>Genomes</topic><topic>isolation by distance</topic><topic>landscape epigenetics</topic><topic>landscape genetics</topic><topic>Lizards</topic><topic>Methylation</topic><topic>Nucleotides</topic><topic>population structure</topic><topic>Regression analysis</topic><topic>Single-nucleotide polymorphism</topic><topic>Spatial analysis</topic><topic>Spatial distribution</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wogan, Guinevere O. U.</creatorcontrib><creatorcontrib>Yuan, Michael L.</creatorcontrib><creatorcontrib>Mahler, D. Luke</creatorcontrib><creatorcontrib>Wang, Ian J.</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Molecular ecology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wogan, Guinevere O. U.</au><au>Yuan, Michael L.</au><au>Mahler, D. Luke</au><au>Wang, Ian J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genome‐wide epigenetic isolation by environment in a widespread Anolis lizard</atitle><jtitle>Molecular ecology</jtitle><addtitle>Mol Ecol</addtitle><date>2020-01</date><risdate>2020</risdate><volume>29</volume><issue>1</issue><spage>40</spage><epage>55</epage><pages>40-55</pages><issn>0962-1083</issn><eissn>1365-294X</eissn><abstract>Epigenetic changes can provide a pathway for organisms to respond to local environmental conditions by influencing gene expression. However, we still know little about the spatial distribution of epigenetic variation in natural systems, how it relates to the distribution of genetic variation and the environmental structure of the landscape, and the processes that generate and maintain it. Studies examining spatial patterns of genetic and epigenetic variation can provide valuable insights into how ecological and population processes contribute to epigenetic divergence across heterogeneous landscapes. Here, we perform a comparative analysis of spatial genetic and epigenetic variation based on 8,459 single nucleotide polymorphisms (SNPs) and 8,580 single methylation variants (SMVs) from eight populations of the Puerto Rican crested anole, Anolis cristatellus, an abundant lizard in the adaptive radiations of anoles on the Greater Antilles that occupies a diverse range of habitats. Using generalized dissimilarity modelling and multiple matrix regression, we found that genome‐wide epigenetic differentiation is strongly correlated with environmental divergence, even after controlling for the underlying genetic structure. We also detected significant associations between key environmental variables and 96 SMVs, including 42 located in promoter regions or gene bodies. Our results suggest an environmental basis for population‐level epigenetic differentiation in this system and contribute to better understanding how environmental gradients structure epigenetic variation in nature.</abstract><cop>England</cop><pub>Blackwell Publishing Ltd</pub><pmid>31710739</pmid><doi>10.1111/mec.15301</doi><tpages>16</tpages><orcidid>https://orcid.org/0000-0003-1877-0591</orcidid><orcidid>https://orcid.org/0000-0003-2554-9414</orcidid></addata></record> |
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subjects | anole Comparative analysis Differentiation Divergence DNA methylation Environmental conditions Environmental gradient Epigenetics Gene expression Genetic analysis Genetic diversity Genetic structure Genomes isolation by distance landscape epigenetics landscape genetics Lizards Methylation Nucleotides population structure Regression analysis Single-nucleotide polymorphism Spatial analysis Spatial distribution |
title | Genome‐wide epigenetic isolation by environment in a widespread Anolis lizard |
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