On the causes of gene-body methylation variation in Arabidopsis thaliana
Gene-body methylation (gbM) refers to sparse CG methylation of coding regions, which is especially prominent in evolutionarily conserved house-keeping genes. It is found in both plants and animals, but is directly and stably (epigenetically) inherited over multiple generations in the former. Studies...
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description | Gene-body methylation (gbM) refers to sparse CG methylation of coding regions, which is especially prominent in evolutionarily conserved house-keeping genes. It is found in both plants and animals, but is directly and stably (epigenetically) inherited over multiple generations in the former. Studies in Arabidopsis thaliana have demonstrated that plants originating from different parts of the world exhibit genome-wide differences in gbM, which could reflect direct selection on gbM, but which could also reflect an epigenetic memory of ancestral genetic and/or environmental factors. Here we look for evidence of such factors in F2 plants resulting from a cross between a southern Swedish line with low gbM and a northern Swedish line with high gbM, grown at two different temperatures. Using bisulfite-sequencing data with nucleotide-level resolution on hundreds of individuals, we confirm that CG sites are either methylated (nearly 100% methylation across sampled cells) or unmethylated (approximately 0% methylation across sampled cells), and show that the higher level of gbM in the northern line is due to more sites being methylated. Furthermore, methylation variants almost always show Mendelian segregation, consistent with their being directly and stably inherited through meiosis. To explore how the differences between the parental lines could have arisen, we focused on somatic deviations from the inherited state, distinguishing between gains (relative to the inherited 0% methylation) and losses (relative to the inherited 100% methylation) at each site in the F2 generation. We demonstrate that deviations predominantly affect sites that differ between the parental lines, consistent with these sites being more mutable. Gains and losses behave very differently in terms of the genomic distribution, and are influenced by the local chromatin state. We find clear evidence for different trans-acting genetic polymorphism affecting gains and losses, with those affecting gains showing strong environmental interactions (G×E). Direct effects of the environment were minimal. In conclusion, we show that genetic and environmental factors can change gbM at a cellular level, and hypothesize that these factors can also lead to transgenerational differences between individuals via the inclusion of such changes in the zygote. If true, this could explain genographic pattern of gbM with selection, and would cast doubt on estimates of epimutation rates from inbred lines in constant envi |
doi_str_mv | 10.1371/journal.pgen.1010728 |
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It is found in both plants and animals, but is directly and stably (epigenetically) inherited over multiple generations in the former. Studies in Arabidopsis thaliana have demonstrated that plants originating from different parts of the world exhibit genome-wide differences in gbM, which could reflect direct selection on gbM, but which could also reflect an epigenetic memory of ancestral genetic and/or environmental factors. Here we look for evidence of such factors in F2 plants resulting from a cross between a southern Swedish line with low gbM and a northern Swedish line with high gbM, grown at two different temperatures. Using bisulfite-sequencing data with nucleotide-level resolution on hundreds of individuals, we confirm that CG sites are either methylated (nearly 100% methylation across sampled cells) or unmethylated (approximately 0% methylation across sampled cells), and show that the higher level of gbM in the northern line is due to more sites being methylated. Furthermore, methylation variants almost always show Mendelian segregation, consistent with their being directly and stably inherited through meiosis. To explore how the differences between the parental lines could have arisen, we focused on somatic deviations from the inherited state, distinguishing between gains (relative to the inherited 0% methylation) and losses (relative to the inherited 100% methylation) at each site in the F2 generation. We demonstrate that deviations predominantly affect sites that differ between the parental lines, consistent with these sites being more mutable. Gains and losses behave very differently in terms of the genomic distribution, and are influenced by the local chromatin state. We find clear evidence for different trans-acting genetic polymorphism affecting gains and losses, with those affecting gains showing strong environmental interactions (G×E). Direct effects of the environment were minimal. In conclusion, we show that genetic and environmental factors can change gbM at a cellular level, and hypothesize that these factors can also lead to transgenerational differences between individuals via the inclusion of such changes in the zygote. If true, this could explain genographic pattern of gbM with selection, and would cast doubt on estimates of epimutation rates from inbred lines in constant environments.</description><identifier>ISSN: 1553-7404</identifier><identifier>ISSN: 1553-7390</identifier><identifier>EISSN: 1553-7404</identifier><identifier>DOI: 10.1371/journal.pgen.1010728</identifier><identifier>PMID: 37141384</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Arabidopsis - genetics ; Arabidopsis thaliana ; Biology and Life Sciences ; Bisulfite ; Chromatin ; DNA methylation ; DNA Methylation - genetics ; Environmental factors ; Epigenesis, Genetic ; Epigenetic inheritance ; Epigenetics ; Gene loci ; Gene polymorphism ; Genes ; Genes, Plant ; Genetic aspects ; Genetic polymorphisms ; Genetic research ; Genetic variation ; Genomes ; Genomics ; Genomics - methods ; Genotype & phenotype ; Inbreeding ; Meiosis ; Methylation ; Physical Sciences ; Plant genetics ; Research and Analysis Methods ; Sulfites ; Temperature ; Zygotes</subject><ispartof>PLoS genetics, 2023-05, Vol.19 (5), p.e1010728-e1010728</ispartof><rights>Copyright: © 2023 Pisupati et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</rights><rights>COPYRIGHT 2023 Public Library of Science</rights><rights>2023 Pisupati et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2023 Pisupati et al 2023 Pisupati et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c727t-b54e38992512406a6a84b8ecb7801544469d9b945389f183a78d5058608f58d93</citedby><cites>FETCH-LOGICAL-c727t-b54e38992512406a6a84b8ecb7801544469d9b945389f183a78d5058608f58d93</cites><orcidid>0000-0001-7178-9748</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/PMC10187938/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10187938/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,728,781,785,865,886,2103,2929,23868,27926,27927,53793,53795</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37141384$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Springer, Nathan M.</contributor><creatorcontrib>Pisupati, Rahul</creatorcontrib><creatorcontrib>Nizhynska, Viktoria</creatorcontrib><creatorcontrib>Mollá Morales, Almudena</creatorcontrib><creatorcontrib>Nordborg, Magnus</creatorcontrib><title>On the causes of gene-body methylation variation in Arabidopsis thaliana</title><title>PLoS genetics</title><addtitle>PLoS Genet</addtitle><description>Gene-body methylation (gbM) refers to sparse CG methylation of coding regions, which is especially prominent in evolutionarily conserved house-keeping genes. It is found in both plants and animals, but is directly and stably (epigenetically) inherited over multiple generations in the former. Studies in Arabidopsis thaliana have demonstrated that plants originating from different parts of the world exhibit genome-wide differences in gbM, which could reflect direct selection on gbM, but which could also reflect an epigenetic memory of ancestral genetic and/or environmental factors. Here we look for evidence of such factors in F2 plants resulting from a cross between a southern Swedish line with low gbM and a northern Swedish line with high gbM, grown at two different temperatures. Using bisulfite-sequencing data with nucleotide-level resolution on hundreds of individuals, we confirm that CG sites are either methylated (nearly 100% methylation across sampled cells) or unmethylated (approximately 0% methylation across sampled cells), and show that the higher level of gbM in the northern line is due to more sites being methylated. Furthermore, methylation variants almost always show Mendelian segregation, consistent with their being directly and stably inherited through meiosis. To explore how the differences between the parental lines could have arisen, we focused on somatic deviations from the inherited state, distinguishing between gains (relative to the inherited 0% methylation) and losses (relative to the inherited 100% methylation) at each site in the F2 generation. We demonstrate that deviations predominantly affect sites that differ between the parental lines, consistent with these sites being more mutable. Gains and losses behave very differently in terms of the genomic distribution, and are influenced by the local chromatin state. We find clear evidence for different trans-acting genetic polymorphism affecting gains and losses, with those affecting gains showing strong environmental interactions (G×E). Direct effects of the environment were minimal. In conclusion, we show that genetic and environmental factors can change gbM at a cellular level, and hypothesize that these factors can also lead to transgenerational differences between individuals via the inclusion of such changes in the zygote. If true, this could explain genographic pattern of gbM with selection, and would cast doubt on estimates of epimutation rates from inbred lines in constant environments.</description><subject>Arabidopsis - genetics</subject><subject>Arabidopsis thaliana</subject><subject>Biology and Life Sciences</subject><subject>Bisulfite</subject><subject>Chromatin</subject><subject>DNA methylation</subject><subject>DNA Methylation - genetics</subject><subject>Environmental factors</subject><subject>Epigenesis, Genetic</subject><subject>Epigenetic inheritance</subject><subject>Epigenetics</subject><subject>Gene loci</subject><subject>Gene polymorphism</subject><subject>Genes</subject><subject>Genes, Plant</subject><subject>Genetic aspects</subject><subject>Genetic polymorphisms</subject><subject>Genetic research</subject><subject>Genetic variation</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Genomics - methods</subject><subject>Genotype & phenotype</subject><subject>Inbreeding</subject><subject>Meiosis</subject><subject>Methylation</subject><subject>Physical Sciences</subject><subject>Plant genetics</subject><subject>Research and Analysis Methods</subject><subject>Sulfites</subject><subject>Temperature</subject><subject>Zygotes</subject><issn>1553-7404</issn><issn>1553-7390</issn><issn>1553-7404</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>DOA</sourceid><recordid>eNqVk12LEzEUhoMo7lr9B6IDguhFazJJJsmVlEXdwmLBr9uQr2lTppNuMrPYf2-6nV06shdKLhKS533PSU4OAC8RnCHM0IdN6GOrmtlu5doZggiykj8C54hSPGUEkscn6zPwLKUNhJhywZ6Cs6wnCHNyDi6XbdGtXWFUn1wqQl1kOzfVwe6LrevW-0Z1PrTFjYr-uPJtMY9Kext2yacsVo1XrXoOntSqSe7FME_Az8-fflxcTq-WXxYX86upYSXrppoSh7kQJUUlgZWqFCeaO6MZh4gSQiphhRaEZqhGHCvGLYWUV5DXlFuBJ-D10XfXhCSHR0iy5JhjzBijmVgcCRvURu6i36q4l0F5ebsR4kqq2HnTOElFaa0RFdQlIxRqTiunHREaEaKNLbPXxyFar7fOGtd2UTUj0_FJ69dyFW5kLghnIuc0Ae8Ghxiue5c6ufXJuKZRrQv9IXEEBRI0Zz8Bb_5CH77eQK1UvoFv65ADm4OpnDNKMCblbdjZA1Qe1m29Ca2rfd4fCd6PBJnp3O9ulf9Fkovv3_6D_frv7PLXmH17wq6darp1Ck1_-HdpDJIjaGJIKbr6viIIykN33L2cPHSHHLojy16dVvNedNcO-A88xAZa</recordid><startdate>20230504</startdate><enddate>20230504</enddate><creator>Pisupati, Rahul</creator><creator>Nizhynska, Viktoria</creator><creator>Mollá Morales, Almudena</creator><creator>Nordborg, Magnus</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><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>IOV</scope><scope>ISN</scope><scope>ISR</scope><scope>3V.</scope><scope>7QP</scope><scope>7QR</scope><scope>7SS</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-7178-9748</orcidid></search><sort><creationdate>20230504</creationdate><title>On the causes of gene-body methylation variation in Arabidopsis thaliana</title><author>Pisupati, Rahul ; Nizhynska, Viktoria ; Mollá Morales, Almudena ; Nordborg, Magnus</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c727t-b54e38992512406a6a84b8ecb7801544469d9b945389f183a78d5058608f58d93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Arabidopsis - genetics</topic><topic>Arabidopsis thaliana</topic><topic>Biology and Life Sciences</topic><topic>Bisulfite</topic><topic>Chromatin</topic><topic>DNA methylation</topic><topic>DNA Methylation - genetics</topic><topic>Environmental factors</topic><topic>Epigenesis, Genetic</topic><topic>Epigenetic inheritance</topic><topic>Epigenetics</topic><topic>Gene loci</topic><topic>Gene polymorphism</topic><topic>Genes</topic><topic>Genes, Plant</topic><topic>Genetic aspects</topic><topic>Genetic polymorphisms</topic><topic>Genetic research</topic><topic>Genetic variation</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Genomics - methods</topic><topic>Genotype & phenotype</topic><topic>Inbreeding</topic><topic>Meiosis</topic><topic>Methylation</topic><topic>Physical Sciences</topic><topic>Plant genetics</topic><topic>Research and Analysis Methods</topic><topic>Sulfites</topic><topic>Temperature</topic><topic>Zygotes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pisupati, Rahul</creatorcontrib><creatorcontrib>Nizhynska, Viktoria</creatorcontrib><creatorcontrib>Mollá Morales, Almudena</creatorcontrib><creatorcontrib>Nordborg, Magnus</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Opposing Viewpoints Resource Center</collection><collection>Gale In Context: Canada</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>ProQuest_Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Technology Research Database</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)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>PML(ProQuest Medical Library)</collection><collection>ProQuest Biological Science Journals</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Publicly Available Content Database (Proquest) (PQ_SDU_P3)</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>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Directory of Open Access Journals</collection><jtitle>PLoS genetics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pisupati, Rahul</au><au>Nizhynska, Viktoria</au><au>Mollá Morales, Almudena</au><au>Nordborg, Magnus</au><au>Springer, Nathan M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>On the causes of gene-body methylation variation in Arabidopsis thaliana</atitle><jtitle>PLoS genetics</jtitle><addtitle>PLoS Genet</addtitle><date>2023-05-04</date><risdate>2023</risdate><volume>19</volume><issue>5</issue><spage>e1010728</spage><epage>e1010728</epage><pages>e1010728-e1010728</pages><issn>1553-7404</issn><issn>1553-7390</issn><eissn>1553-7404</eissn><abstract>Gene-body methylation (gbM) refers to sparse CG methylation of coding regions, which is especially prominent in evolutionarily conserved house-keeping genes. It is found in both plants and animals, but is directly and stably (epigenetically) inherited over multiple generations in the former. Studies in Arabidopsis thaliana have demonstrated that plants originating from different parts of the world exhibit genome-wide differences in gbM, which could reflect direct selection on gbM, but which could also reflect an epigenetic memory of ancestral genetic and/or environmental factors. Here we look for evidence of such factors in F2 plants resulting from a cross between a southern Swedish line with low gbM and a northern Swedish line with high gbM, grown at two different temperatures. Using bisulfite-sequencing data with nucleotide-level resolution on hundreds of individuals, we confirm that CG sites are either methylated (nearly 100% methylation across sampled cells) or unmethylated (approximately 0% methylation across sampled cells), and show that the higher level of gbM in the northern line is due to more sites being methylated. Furthermore, methylation variants almost always show Mendelian segregation, consistent with their being directly and stably inherited through meiosis. To explore how the differences between the parental lines could have arisen, we focused on somatic deviations from the inherited state, distinguishing between gains (relative to the inherited 0% methylation) and losses (relative to the inherited 100% methylation) at each site in the F2 generation. We demonstrate that deviations predominantly affect sites that differ between the parental lines, consistent with these sites being more mutable. Gains and losses behave very differently in terms of the genomic distribution, and are influenced by the local chromatin state. We find clear evidence for different trans-acting genetic polymorphism affecting gains and losses, with those affecting gains showing strong environmental interactions (G×E). Direct effects of the environment were minimal. In conclusion, we show that genetic and environmental factors can change gbM at a cellular level, and hypothesize that these factors can also lead to transgenerational differences between individuals via the inclusion of such changes in the zygote. If true, this could explain genographic pattern of gbM with selection, and would cast doubt on estimates of epimutation rates from inbred lines in constant environments.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>37141384</pmid><doi>10.1371/journal.pgen.1010728</doi><tpages>e1010728</tpages><orcidid>https://orcid.org/0000-0001-7178-9748</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Arabidopsis - genetics Arabidopsis thaliana Biology and Life Sciences Bisulfite Chromatin DNA methylation DNA Methylation - genetics Environmental factors Epigenesis, Genetic Epigenetic inheritance Epigenetics Gene loci Gene polymorphism Genes Genes, Plant Genetic aspects Genetic polymorphisms Genetic research Genetic variation Genomes Genomics Genomics - methods Genotype & phenotype Inbreeding Meiosis Methylation Physical Sciences Plant genetics Research and Analysis Methods Sulfites Temperature Zygotes |
title | On the causes of gene-body methylation variation in Arabidopsis thaliana |
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