Geographical and environmental gradients shape phenotypic trait variation and genetic structure in Populus trichocarpa
Populus trichocarpa is widespread across western North America spanning extensive variation in photoperiod, growing season and climate. We investigated trait variation in P. trichocarpa using over 2000 trees from a common garden at Vancouver, Canada, representing replicate plantings of 461 genotypes...
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creator | McKown, Athena D. Guy, Robert D. Klápště, Jaroslav Geraldes, Armando Friedmann, Michael Cronk, Quentin C. B. El‐Kassaby, Yousry A. Mansfield, Shawn D. Douglas, Carl J. |
description | Populus trichocarpa is widespread across western North America spanning extensive variation in photoperiod, growing season and climate. We investigated trait variation in P. trichocarpa using over 2000 trees from a common garden at Vancouver, Canada, representing replicate plantings of 461 genotypes originating from 136 provenance localities.
We measured 40 traits encompassing phenological events, biomass accumulation, growth rates, and leaf, isotope and gas exchange-based ecophysiology traits. With replicated plantings and 29 354 single nucleotide polymorphisms (SNPs) from 3518 genes, we estimated both broad-sense trait heritability (H
2) and overall population genetic structure from principal component analysis.
Populus trichocarpa had high phenotypic variation and moderate/high H
2 for many traits. H
2 ranged from 0.3 to 0.9 in phenology, 0.3 to 0.8 in biomass and 0.1 to 0.8 in ecophysiology traits. Most traits correlated strongly with latitude, maximum daylength and temperature of tree origin, but not necessarily with elevation, precipitation or heat: moisture indices. Trait H
2 values reflected trait correlation strength with geoclimate variables. The population genetic structure had one significant principal component (PC1) which correlated with daylength and showed enrichment for genes relating to circadian rhythm and photoperiod.
Robust relationships between traits, population structure and geoclimate in P. trichocarpa reflect patterns which suggest that range-wide geographical and environment gradients have shaped its genotypic and phenotypic variability. |
doi_str_mv | 10.1111/nph.12601 |
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We measured 40 traits encompassing phenological events, biomass accumulation, growth rates, and leaf, isotope and gas exchange-based ecophysiology traits. With replicated plantings and 29 354 single nucleotide polymorphisms (SNPs) from 3518 genes, we estimated both broad-sense trait heritability (H
2) and overall population genetic structure from principal component analysis.
Populus trichocarpa had high phenotypic variation and moderate/high H
2 for many traits. H
2 ranged from 0.3 to 0.9 in phenology, 0.3 to 0.8 in biomass and 0.1 to 0.8 in ecophysiology traits. Most traits correlated strongly with latitude, maximum daylength and temperature of tree origin, but not necessarily with elevation, precipitation or heat: moisture indices. Trait H
2 values reflected trait correlation strength with geoclimate variables. The population genetic structure had one significant principal component (PC1) which correlated with daylength and showed enrichment for genes relating to circadian rhythm and photoperiod.
Robust relationships between traits, population structure and geoclimate in P. trichocarpa reflect patterns which suggest that range-wide geographical and environment gradients have shaped its genotypic and phenotypic variability.</description><identifier>ISSN: 0028-646X</identifier><identifier>EISSN: 1469-8137</identifier><identifier>DOI: 10.1111/nph.12601</identifier><identifier>PMID: 24491114</identifier><language>eng</language><publisher>England: New Phytologist Trust</publisher><subject>Biomass ; British Columbia ; Circadian rhythm ; Circadian rhythms ; Climate ; clinal variation ; Correlation ; Daylength ; Ecological genetics ; Ecophysiology ; Elevation ; Environment ; Environmental gradient ; Evolutionary genetics ; Gas exchange ; Gene Ontology ; Genes ; Genes, Plant ; Genetic analysis ; Genetic diversity ; Genetic structure ; Genetic variability ; Genetic variation ; Genotypes ; Geography ; Gradients ; Growth rate ; Growth traits ; Heat exchange ; Heritability ; Inheritance Patterns - genetics ; Isotopes ; landscape genetics ; latitude ; Nucleotides ; Phenology ; Phenotype ; Phenotypic traits ; Phenotypic variation ; Phenotypic variations ; Photoperiod ; Photoperiods ; Polymorphism, Single Nucleotide - genetics ; poplar (Populus trichocarpa) ; Population genetics ; Population structure ; Populus - genetics ; Populus trichocarpa ; Principal Component Analysis ; Principal components analysis ; Provenance ; Quantitative Trait, Heritable ; Single-nucleotide polymorphism</subject><ispartof>The New phytologist, 2014-03, Vol.201 (4), p.1263-1276</ispartof><rights>2014 New Phytologist Trust</rights><rights>2013 The Authors. New Phytologist © 2013 New Phytologist Trust</rights><rights>2013 The Authors. New Phytologist © 2013 New Phytologist Trust.</rights><rights>Copyright © 2014 New Phytologist Trust</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/newphytologist.201.4.1263$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/newphytologist.201.4.1263$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>314,776,780,799,1411,1427,27901,27902,45550,45551,46384,46808,57992,58225</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24491114$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>McKown, Athena D.</creatorcontrib><creatorcontrib>Guy, Robert D.</creatorcontrib><creatorcontrib>Klápště, Jaroslav</creatorcontrib><creatorcontrib>Geraldes, Armando</creatorcontrib><creatorcontrib>Friedmann, Michael</creatorcontrib><creatorcontrib>Cronk, Quentin C. B.</creatorcontrib><creatorcontrib>El‐Kassaby, Yousry A.</creatorcontrib><creatorcontrib>Mansfield, Shawn D.</creatorcontrib><creatorcontrib>Douglas, Carl J.</creatorcontrib><title>Geographical and environmental gradients shape phenotypic trait variation and genetic structure in Populus trichocarpa</title><title>The New phytologist</title><addtitle>New Phytol</addtitle><description>Populus trichocarpa is widespread across western North America spanning extensive variation in photoperiod, growing season and climate. We investigated trait variation in P. trichocarpa using over 2000 trees from a common garden at Vancouver, Canada, representing replicate plantings of 461 genotypes originating from 136 provenance localities.
We measured 40 traits encompassing phenological events, biomass accumulation, growth rates, and leaf, isotope and gas exchange-based ecophysiology traits. With replicated plantings and 29 354 single nucleotide polymorphisms (SNPs) from 3518 genes, we estimated both broad-sense trait heritability (H
2) and overall population genetic structure from principal component analysis.
Populus trichocarpa had high phenotypic variation and moderate/high H
2 for many traits. H
2 ranged from 0.3 to 0.9 in phenology, 0.3 to 0.8 in biomass and 0.1 to 0.8 in ecophysiology traits. Most traits correlated strongly with latitude, maximum daylength and temperature of tree origin, but not necessarily with elevation, precipitation or heat: moisture indices. Trait H
2 values reflected trait correlation strength with geoclimate variables. The population genetic structure had one significant principal component (PC1) which correlated with daylength and showed enrichment for genes relating to circadian rhythm and photoperiod.
Robust relationships between traits, population structure and geoclimate in P. trichocarpa reflect patterns which suggest that range-wide geographical and environment gradients have shaped its genotypic and phenotypic variability.</description><subject>Biomass</subject><subject>British Columbia</subject><subject>Circadian rhythm</subject><subject>Circadian rhythms</subject><subject>Climate</subject><subject>clinal variation</subject><subject>Correlation</subject><subject>Daylength</subject><subject>Ecological genetics</subject><subject>Ecophysiology</subject><subject>Elevation</subject><subject>Environment</subject><subject>Environmental gradient</subject><subject>Evolutionary genetics</subject><subject>Gas exchange</subject><subject>Gene Ontology</subject><subject>Genes</subject><subject>Genes, Plant</subject><subject>Genetic analysis</subject><subject>Genetic diversity</subject><subject>Genetic structure</subject><subject>Genetic variability</subject><subject>Genetic variation</subject><subject>Genotypes</subject><subject>Geography</subject><subject>Gradients</subject><subject>Growth rate</subject><subject>Growth traits</subject><subject>Heat exchange</subject><subject>Heritability</subject><subject>Inheritance Patterns - genetics</subject><subject>Isotopes</subject><subject>landscape genetics</subject><subject>latitude</subject><subject>Nucleotides</subject><subject>Phenology</subject><subject>Phenotype</subject><subject>Phenotypic traits</subject><subject>Phenotypic variation</subject><subject>Phenotypic variations</subject><subject>Photoperiod</subject><subject>Photoperiods</subject><subject>Polymorphism, Single Nucleotide - genetics</subject><subject>poplar (Populus trichocarpa)</subject><subject>Population genetics</subject><subject>Population structure</subject><subject>Populus - genetics</subject><subject>Populus trichocarpa</subject><subject>Principal Component Analysis</subject><subject>Principal components analysis</subject><subject>Provenance</subject><subject>Quantitative Trait, Heritable</subject><subject>Single-nucleotide polymorphism</subject><issn>0028-646X</issn><issn>1469-8137</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkU9v1DAQxS0EotuFA18AReLCJVv_S-IcUQVtpYr2QKXeLMeebrzK2sZ2ttpvj7tbeuBAffHI835PM34IfSJ4Rco5c2FcEdpi8gYtCG_7WhDWvUULjKmoW97en6DTlDYY475p6Xt0QjnvC8gXaHcBfh1VGK1WU6WcqcDtbPRuCy6Xl9IztpSpSqMKUIURnM_7YHWVo7K52qloVbbeHeA1OMill3KcdZ4jVNZVtz7M05wKYPXotYpBfUDvHtSU4OPzvUR3P77_Or-sr28urs6_XdcbLjCpB66opob2HIaup0wIAw3osgXmXNChJ502BrAQhGqmHigdWgHcME6VEaJlS_T16Bui_z1DynJrk4ZpUg78nCRpCGWMCdy8LuV9X75VlDGW6Ms_0o2foyuLSNoQhnnTd-R_quLFuo62B6_Pz6p52IKRIdqtinv5N6IiODsKHu0E-5c-wfIpe1myl4fs5c_by0NRiNWR2KTs4wvh4DGM--wnv7ZlGFoQ_oQy9gfOILGx</recordid><startdate>201403</startdate><enddate>201403</enddate><creator>McKown, Athena D.</creator><creator>Guy, Robert D.</creator><creator>Klápště, Jaroslav</creator><creator>Geraldes, Armando</creator><creator>Friedmann, Michael</creator><creator>Cronk, Quentin C. B.</creator><creator>El‐Kassaby, Yousry A.</creator><creator>Mansfield, Shawn D.</creator><creator>Douglas, Carl J.</creator><general>New Phytologist Trust</general><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7QO</scope><scope>7SN</scope><scope>8FD</scope><scope>C1K</scope><scope>F1W</scope><scope>FR3</scope><scope>H95</scope><scope>L.G</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope></search><sort><creationdate>201403</creationdate><title>Geographical and environmental gradients shape phenotypic trait variation and genetic structure in Populus trichocarpa</title><author>McKown, Athena D. ; Guy, Robert D. ; Klápště, Jaroslav ; Geraldes, Armando ; Friedmann, Michael ; Cronk, Quentin C. B. ; El‐Kassaby, Yousry A. ; Mansfield, Shawn D. ; Douglas, Carl J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-j4801-b4a2c2d294eb792388de5ec95604482b917cdde08812c3af22b68e4d342ad8863</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Biomass</topic><topic>British Columbia</topic><topic>Circadian rhythm</topic><topic>Circadian rhythms</topic><topic>Climate</topic><topic>clinal variation</topic><topic>Correlation</topic><topic>Daylength</topic><topic>Ecological genetics</topic><topic>Ecophysiology</topic><topic>Elevation</topic><topic>Environment</topic><topic>Environmental gradient</topic><topic>Evolutionary genetics</topic><topic>Gas exchange</topic><topic>Gene Ontology</topic><topic>Genes</topic><topic>Genes, Plant</topic><topic>Genetic analysis</topic><topic>Genetic diversity</topic><topic>Genetic structure</topic><topic>Genetic variability</topic><topic>Genetic variation</topic><topic>Genotypes</topic><topic>Geography</topic><topic>Gradients</topic><topic>Growth rate</topic><topic>Growth traits</topic><topic>Heat exchange</topic><topic>Heritability</topic><topic>Inheritance Patterns - genetics</topic><topic>Isotopes</topic><topic>landscape genetics</topic><topic>latitude</topic><topic>Nucleotides</topic><topic>Phenology</topic><topic>Phenotype</topic><topic>Phenotypic traits</topic><topic>Phenotypic variation</topic><topic>Phenotypic variations</topic><topic>Photoperiod</topic><topic>Photoperiods</topic><topic>Polymorphism, Single Nucleotide - genetics</topic><topic>poplar (Populus trichocarpa)</topic><topic>Population genetics</topic><topic>Population structure</topic><topic>Populus - genetics</topic><topic>Populus trichocarpa</topic><topic>Principal Component Analysis</topic><topic>Principal components analysis</topic><topic>Provenance</topic><topic>Quantitative Trait, Heritable</topic><topic>Single-nucleotide polymorphism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>McKown, Athena D.</creatorcontrib><creatorcontrib>Guy, Robert D.</creatorcontrib><creatorcontrib>Klápště, Jaroslav</creatorcontrib><creatorcontrib>Geraldes, Armando</creatorcontrib><creatorcontrib>Friedmann, Michael</creatorcontrib><creatorcontrib>Cronk, Quentin C. B.</creatorcontrib><creatorcontrib>El‐Kassaby, Yousry A.</creatorcontrib><creatorcontrib>Mansfield, Shawn D.</creatorcontrib><creatorcontrib>Douglas, Carl J.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>Biotechnology Research Abstracts</collection><collection>Ecology Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Engineering Research Database</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 1: Biological Sciences & Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</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>The New phytologist</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>McKown, Athena D.</au><au>Guy, Robert D.</au><au>Klápště, Jaroslav</au><au>Geraldes, Armando</au><au>Friedmann, Michael</au><au>Cronk, Quentin C. B.</au><au>El‐Kassaby, Yousry A.</au><au>Mansfield, Shawn D.</au><au>Douglas, Carl J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Geographical and environmental gradients shape phenotypic trait variation and genetic structure in Populus trichocarpa</atitle><jtitle>The New phytologist</jtitle><addtitle>New Phytol</addtitle><date>2014-03</date><risdate>2014</risdate><volume>201</volume><issue>4</issue><spage>1263</spage><epage>1276</epage><pages>1263-1276</pages><issn>0028-646X</issn><eissn>1469-8137</eissn><abstract>Populus trichocarpa is widespread across western North America spanning extensive variation in photoperiod, growing season and climate. We investigated trait variation in P. trichocarpa using over 2000 trees from a common garden at Vancouver, Canada, representing replicate plantings of 461 genotypes originating from 136 provenance localities.
We measured 40 traits encompassing phenological events, biomass accumulation, growth rates, and leaf, isotope and gas exchange-based ecophysiology traits. With replicated plantings and 29 354 single nucleotide polymorphisms (SNPs) from 3518 genes, we estimated both broad-sense trait heritability (H
2) and overall population genetic structure from principal component analysis.
Populus trichocarpa had high phenotypic variation and moderate/high H
2 for many traits. H
2 ranged from 0.3 to 0.9 in phenology, 0.3 to 0.8 in biomass and 0.1 to 0.8 in ecophysiology traits. Most traits correlated strongly with latitude, maximum daylength and temperature of tree origin, but not necessarily with elevation, precipitation or heat: moisture indices. Trait H
2 values reflected trait correlation strength with geoclimate variables. The population genetic structure had one significant principal component (PC1) which correlated with daylength and showed enrichment for genes relating to circadian rhythm and photoperiod.
Robust relationships between traits, population structure and geoclimate in P. trichocarpa reflect patterns which suggest that range-wide geographical and environment gradients have shaped its genotypic and phenotypic variability.</abstract><cop>England</cop><pub>New Phytologist Trust</pub><pmid>24491114</pmid><doi>10.1111/nph.12601</doi><tpages>14</tpages><oa>free_for_read</oa></addata></record> |
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source | Jstor Complete Legacy; Wiley Free Content; MEDLINE; IngentaConnect Free/Open Access Journals; Wiley Online Library Journals Frontfile Complete; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals |
subjects | Biomass British Columbia Circadian rhythm Circadian rhythms Climate clinal variation Correlation Daylength Ecological genetics Ecophysiology Elevation Environment Environmental gradient Evolutionary genetics Gas exchange Gene Ontology Genes Genes, Plant Genetic analysis Genetic diversity Genetic structure Genetic variability Genetic variation Genotypes Geography Gradients Growth rate Growth traits Heat exchange Heritability Inheritance Patterns - genetics Isotopes landscape genetics latitude Nucleotides Phenology Phenotype Phenotypic traits Phenotypic variation Phenotypic variations Photoperiod Photoperiods Polymorphism, Single Nucleotide - genetics poplar (Populus trichocarpa) Population genetics Population structure Populus - genetics Populus trichocarpa Principal Component Analysis Principal components analysis Provenance Quantitative Trait, Heritable Single-nucleotide polymorphism |
title | Geographical and environmental gradients shape phenotypic trait variation and genetic structure in Populus trichocarpa |
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