Adaptive and nonadaptive causes of heterogeneity in genetic differentiation across the Mimulus guttatus genome
Genetic diversity becomes structured among populations over time due to genetic drift and divergent selection. Although population structure is often treated as a uniform underlying factor, recent resequencing studies of wild populations have demonstrated that diversity in many regions of the genome...
Gespeichert in:
Veröffentlicht in: | Molecular ecology 2021-12, Vol.30 (23), p.6486-6507 |
---|---|
Hauptverfasser: | , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 6507 |
---|---|
container_issue | 23 |
container_start_page | 6486 |
container_title | Molecular ecology |
container_volume | 30 |
creator | Colicchio, Jack M. Hamm, Lauren N. Verdonk, Hannah E. Kooyers, Nicholas J. Blackman, Benjamin K. |
description | Genetic diversity becomes structured among populations over time due to genetic drift and divergent selection. Although population structure is often treated as a uniform underlying factor, recent resequencing studies of wild populations have demonstrated that diversity in many regions of the genome may be structured quite dissimilar to the genome‐wide pattern. Here, we explored the adaptive and nonadaptive causes of such genomic heterogeneity using population‐level, whole genome resequencing data obtained from annual Mimulus guttatus individuals collected across a rugged environment landscape. We found substantial variation in how genetic differentiation is structured both within and between chromosomes, although, in contrast to other studies, known inversion polymorphisms appear to serve only minor roles in this heterogeneity. In addition, much of the genome can be clustered into eight among‐population genetic differentiation patterns, but only two of these clusters are particularly consistent with patterns of isolation by distance. By performing genotype‐environment association analysis, we also identified genomic intervals where local adaptation to specific climate factors has accentuated genetic differentiation among populations, and candidate genes in these windows indicate climate adaptation may proceed through changes affecting specialized metabolism, drought resistance, and development. Finally, by integrating our findings with previous studies, we show that multiple aspects of plant reproductive biology may be common targets of balancing selection and that variants historically involved in climate adaptation among populations have probably also fuelled rapid adaptation to microgeographic environmental variation within sites. |
doi_str_mv | 10.1111/mec.16087 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2554354088</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2554354088</sourcerecordid><originalsourceid>FETCH-LOGICAL-c3537-ecf9e9617447d603d037120d8b73a230085cb49001f51e83d68fbbb059a55ff73</originalsourceid><addsrcrecordid>eNp1kU9P4zAQxS3EaimwB74AssQFDqHjOE6cI6rKH4lqL7sSN8tJxmCU2CV2QP32uBQ4rLRzmRnpp6d58wg5YXDJUs0HbC9ZCbLaIzPGS5HldfGwT2ZQl3nGQPIDchjCMwDjuRA_yQEvclnnADPirjq9jvYVqXYddd7pr73VU8BAvaFPGHH0j-jQxg21jm7HaFvaWWNwRBetjtY7qtvRh0DjE9KVHaZ-CvRxilHH7YDOD3hMfhjdB_z12Y_I3-vln8Vtdv_75m5xdZ-1XPAqw9bUWJesKoqqK4F3wCuWQyebiuucA0jRNkWdDBnBUPKulKZpGhC1FsKYih-R853uevQvE4aoBhta7Hvt0E9BpTcUXBQgZULP_kGf_TS6dJ3KSyg4VOmKRF3sqA-LIxq1Hu2gx41ioLYhqBSC-gghsaefilMzYPdNfn09AfMd8GZ73PxfSa2Wi53kO8VskS4</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2604307744</pqid></control><display><type>article</type><title>Adaptive and nonadaptive causes of heterogeneity in genetic differentiation across the Mimulus guttatus genome</title><source>MEDLINE</source><source>Wiley Journals</source><creator>Colicchio, Jack M. ; Hamm, Lauren N. ; Verdonk, Hannah E. ; Kooyers, Nicholas J. ; Blackman, Benjamin K.</creator><creatorcontrib>Colicchio, Jack M. ; Hamm, Lauren N. ; Verdonk, Hannah E. ; Kooyers, Nicholas J. ; Blackman, Benjamin K.</creatorcontrib><description>Genetic diversity becomes structured among populations over time due to genetic drift and divergent selection. Although population structure is often treated as a uniform underlying factor, recent resequencing studies of wild populations have demonstrated that diversity in many regions of the genome may be structured quite dissimilar to the genome‐wide pattern. Here, we explored the adaptive and nonadaptive causes of such genomic heterogeneity using population‐level, whole genome resequencing data obtained from annual Mimulus guttatus individuals collected across a rugged environment landscape. We found substantial variation in how genetic differentiation is structured both within and between chromosomes, although, in contrast to other studies, known inversion polymorphisms appear to serve only minor roles in this heterogeneity. In addition, much of the genome can be clustered into eight among‐population genetic differentiation patterns, but only two of these clusters are particularly consistent with patterns of isolation by distance. By performing genotype‐environment association analysis, we also identified genomic intervals where local adaptation to specific climate factors has accentuated genetic differentiation among populations, and candidate genes in these windows indicate climate adaptation may proceed through changes affecting specialized metabolism, drought resistance, and development. Finally, by integrating our findings with previous studies, we show that multiple aspects of plant reproductive biology may be common targets of balancing selection and that variants historically involved in climate adaptation among populations have probably also fuelled rapid adaptation to microgeographic environmental variation within sites.</description><identifier>ISSN: 0962-1083</identifier><identifier>EISSN: 1365-294X</identifier><identifier>DOI: 10.1111/mec.16087</identifier><identifier>PMID: 34289200</identifier><language>eng</language><publisher>England: Blackwell Publishing Ltd</publisher><subject>Adaptation ; Adaptation, Physiological ; Association analysis ; balancing selection ; Chromosome Inversion ; Chromosomes ; Climate ; Climate adaptation ; Climate change ; Differentiation ; Divergence ; Drought resistance ; Genetic diversity ; Genetic Drift ; Genetic Variation ; Genomes ; genomic heterogeneity ; Genomics ; genotype‐environment association analysis ; Heterogeneity ; Humans ; local adaptation ; Metabolism ; Mimulus - genetics ; Mimulus guttatus ; monkeyflowers ; Polymorphism, Genetic ; Population genetics ; Population structure ; Population studies ; Populations ; Selection, Genetic</subject><ispartof>Molecular ecology, 2021-12, Vol.30 (23), p.6486-6507</ispartof><rights>2021 John Wiley & Sons Ltd</rights><rights>2021 John Wiley & Sons Ltd.</rights><rights>Copyright © 2021 John Wiley & Sons Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3537-ecf9e9617447d603d037120d8b73a230085cb49001f51e83d68fbbb059a55ff73</citedby><cites>FETCH-LOGICAL-c3537-ecf9e9617447d603d037120d8b73a230085cb49001f51e83d68fbbb059a55ff73</cites><orcidid>0000-0003-4936-6153 ; 0000-0003-3398-7377 ; 0000-0002-9297-7403</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.16087$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fmec.16087$$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/34289200$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Colicchio, Jack M.</creatorcontrib><creatorcontrib>Hamm, Lauren N.</creatorcontrib><creatorcontrib>Verdonk, Hannah E.</creatorcontrib><creatorcontrib>Kooyers, Nicholas J.</creatorcontrib><creatorcontrib>Blackman, Benjamin K.</creatorcontrib><title>Adaptive and nonadaptive causes of heterogeneity in genetic differentiation across the Mimulus guttatus genome</title><title>Molecular ecology</title><addtitle>Mol Ecol</addtitle><description>Genetic diversity becomes structured among populations over time due to genetic drift and divergent selection. Although population structure is often treated as a uniform underlying factor, recent resequencing studies of wild populations have demonstrated that diversity in many regions of the genome may be structured quite dissimilar to the genome‐wide pattern. Here, we explored the adaptive and nonadaptive causes of such genomic heterogeneity using population‐level, whole genome resequencing data obtained from annual Mimulus guttatus individuals collected across a rugged environment landscape. We found substantial variation in how genetic differentiation is structured both within and between chromosomes, although, in contrast to other studies, known inversion polymorphisms appear to serve only minor roles in this heterogeneity. In addition, much of the genome can be clustered into eight among‐population genetic differentiation patterns, but only two of these clusters are particularly consistent with patterns of isolation by distance. By performing genotype‐environment association analysis, we also identified genomic intervals where local adaptation to specific climate factors has accentuated genetic differentiation among populations, and candidate genes in these windows indicate climate adaptation may proceed through changes affecting specialized metabolism, drought resistance, and development. Finally, by integrating our findings with previous studies, we show that multiple aspects of plant reproductive biology may be common targets of balancing selection and that variants historically involved in climate adaptation among populations have probably also fuelled rapid adaptation to microgeographic environmental variation within sites.</description><subject>Adaptation</subject><subject>Adaptation, Physiological</subject><subject>Association analysis</subject><subject>balancing selection</subject><subject>Chromosome Inversion</subject><subject>Chromosomes</subject><subject>Climate</subject><subject>Climate adaptation</subject><subject>Climate change</subject><subject>Differentiation</subject><subject>Divergence</subject><subject>Drought resistance</subject><subject>Genetic diversity</subject><subject>Genetic Drift</subject><subject>Genetic Variation</subject><subject>Genomes</subject><subject>genomic heterogeneity</subject><subject>Genomics</subject><subject>genotype‐environment association analysis</subject><subject>Heterogeneity</subject><subject>Humans</subject><subject>local adaptation</subject><subject>Metabolism</subject><subject>Mimulus - genetics</subject><subject>Mimulus guttatus</subject><subject>monkeyflowers</subject><subject>Polymorphism, Genetic</subject><subject>Population genetics</subject><subject>Population structure</subject><subject>Population studies</subject><subject>Populations</subject><subject>Selection, Genetic</subject><issn>0962-1083</issn><issn>1365-294X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kU9P4zAQxS3EaimwB74AssQFDqHjOE6cI6rKH4lqL7sSN8tJxmCU2CV2QP32uBQ4rLRzmRnpp6d58wg5YXDJUs0HbC9ZCbLaIzPGS5HldfGwT2ZQl3nGQPIDchjCMwDjuRA_yQEvclnnADPirjq9jvYVqXYddd7pr73VU8BAvaFPGHH0j-jQxg21jm7HaFvaWWNwRBetjtY7qtvRh0DjE9KVHaZ-CvRxilHH7YDOD3hMfhjdB_z12Y_I3-vln8Vtdv_75m5xdZ-1XPAqw9bUWJesKoqqK4F3wCuWQyebiuucA0jRNkWdDBnBUPKulKZpGhC1FsKYih-R853uevQvE4aoBhta7Hvt0E9BpTcUXBQgZULP_kGf_TS6dJ3KSyg4VOmKRF3sqA-LIxq1Hu2gx41ioLYhqBSC-gghsaefilMzYPdNfn09AfMd8GZ73PxfSa2Wi53kO8VskS4</recordid><startdate>202112</startdate><enddate>202112</enddate><creator>Colicchio, Jack M.</creator><creator>Hamm, Lauren N.</creator><creator>Verdonk, Hannah E.</creator><creator>Kooyers, Nicholas J.</creator><creator>Blackman, Benjamin K.</creator><general>Blackwell Publishing Ltd</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>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/0000-0003-4936-6153</orcidid><orcidid>https://orcid.org/0000-0003-3398-7377</orcidid><orcidid>https://orcid.org/0000-0002-9297-7403</orcidid></search><sort><creationdate>202112</creationdate><title>Adaptive and nonadaptive causes of heterogeneity in genetic differentiation across the Mimulus guttatus genome</title><author>Colicchio, Jack M. ; Hamm, Lauren N. ; Verdonk, Hannah E. ; Kooyers, Nicholas J. ; Blackman, Benjamin K.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3537-ecf9e9617447d603d037120d8b73a230085cb49001f51e83d68fbbb059a55ff73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adaptation</topic><topic>Adaptation, Physiological</topic><topic>Association analysis</topic><topic>balancing selection</topic><topic>Chromosome Inversion</topic><topic>Chromosomes</topic><topic>Climate</topic><topic>Climate adaptation</topic><topic>Climate change</topic><topic>Differentiation</topic><topic>Divergence</topic><topic>Drought resistance</topic><topic>Genetic diversity</topic><topic>Genetic Drift</topic><topic>Genetic Variation</topic><topic>Genomes</topic><topic>genomic heterogeneity</topic><topic>Genomics</topic><topic>genotype‐environment association analysis</topic><topic>Heterogeneity</topic><topic>Humans</topic><topic>local adaptation</topic><topic>Metabolism</topic><topic>Mimulus - genetics</topic><topic>Mimulus guttatus</topic><topic>monkeyflowers</topic><topic>Polymorphism, Genetic</topic><topic>Population genetics</topic><topic>Population structure</topic><topic>Population studies</topic><topic>Populations</topic><topic>Selection, Genetic</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Colicchio, Jack M.</creatorcontrib><creatorcontrib>Hamm, Lauren N.</creatorcontrib><creatorcontrib>Verdonk, Hannah E.</creatorcontrib><creatorcontrib>Kooyers, Nicholas J.</creatorcontrib><creatorcontrib>Blackman, Benjamin K.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><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>Colicchio, Jack M.</au><au>Hamm, Lauren N.</au><au>Verdonk, Hannah E.</au><au>Kooyers, Nicholas J.</au><au>Blackman, Benjamin K.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Adaptive and nonadaptive causes of heterogeneity in genetic differentiation across the Mimulus guttatus genome</atitle><jtitle>Molecular ecology</jtitle><addtitle>Mol Ecol</addtitle><date>2021-12</date><risdate>2021</risdate><volume>30</volume><issue>23</issue><spage>6486</spage><epage>6507</epage><pages>6486-6507</pages><issn>0962-1083</issn><eissn>1365-294X</eissn><abstract>Genetic diversity becomes structured among populations over time due to genetic drift and divergent selection. Although population structure is often treated as a uniform underlying factor, recent resequencing studies of wild populations have demonstrated that diversity in many regions of the genome may be structured quite dissimilar to the genome‐wide pattern. Here, we explored the adaptive and nonadaptive causes of such genomic heterogeneity using population‐level, whole genome resequencing data obtained from annual Mimulus guttatus individuals collected across a rugged environment landscape. We found substantial variation in how genetic differentiation is structured both within and between chromosomes, although, in contrast to other studies, known inversion polymorphisms appear to serve only minor roles in this heterogeneity. In addition, much of the genome can be clustered into eight among‐population genetic differentiation patterns, but only two of these clusters are particularly consistent with patterns of isolation by distance. By performing genotype‐environment association analysis, we also identified genomic intervals where local adaptation to specific climate factors has accentuated genetic differentiation among populations, and candidate genes in these windows indicate climate adaptation may proceed through changes affecting specialized metabolism, drought resistance, and development. Finally, by integrating our findings with previous studies, we show that multiple aspects of plant reproductive biology may be common targets of balancing selection and that variants historically involved in climate adaptation among populations have probably also fuelled rapid adaptation to microgeographic environmental variation within sites.</abstract><cop>England</cop><pub>Blackwell Publishing Ltd</pub><pmid>34289200</pmid><doi>10.1111/mec.16087</doi><tpages>22</tpages><orcidid>https://orcid.org/0000-0003-4936-6153</orcidid><orcidid>https://orcid.org/0000-0003-3398-7377</orcidid><orcidid>https://orcid.org/0000-0002-9297-7403</orcidid></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0962-1083 |
ispartof | Molecular ecology, 2021-12, Vol.30 (23), p.6486-6507 |
issn | 0962-1083 1365-294X |
language | eng |
recordid | cdi_proquest_miscellaneous_2554354088 |
source | MEDLINE; Wiley Journals |
subjects | Adaptation Adaptation, Physiological Association analysis balancing selection Chromosome Inversion Chromosomes Climate Climate adaptation Climate change Differentiation Divergence Drought resistance Genetic diversity Genetic Drift Genetic Variation Genomes genomic heterogeneity Genomics genotype‐environment association analysis Heterogeneity Humans local adaptation Metabolism Mimulus - genetics Mimulus guttatus monkeyflowers Polymorphism, Genetic Population genetics Population structure Population studies Populations Selection, Genetic |
title | Adaptive and nonadaptive causes of heterogeneity in genetic differentiation across the Mimulus guttatus genome |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-03T11%3A38%3A18IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Adaptive%20and%20nonadaptive%20causes%20of%20heterogeneity%20in%20genetic%20differentiation%20across%20the%20Mimulus%20guttatus%20genome&rft.jtitle=Molecular%20ecology&rft.au=Colicchio,%20Jack%20M.&rft.date=2021-12&rft.volume=30&rft.issue=23&rft.spage=6486&rft.epage=6507&rft.pages=6486-6507&rft.issn=0962-1083&rft.eissn=1365-294X&rft_id=info:doi/10.1111/mec.16087&rft_dat=%3Cproquest_cross%3E2554354088%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2604307744&rft_id=info:pmid/34289200&rfr_iscdi=true |