Population genomics of the eastern cottonwood (Populus deltoides)

Despite its economic importance as a bioenergy crop and key role in riparian ecosystems, little is known about genetic diversity and adaptation of the eastern cottonwood (Populus deltoides). Here, we report the first population genomics study for this species, conducted on a sample of 425 unrelated...

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Published inEcology and evolution Vol. 7; no. 22; pp. 9426 - 9440
Main Authors Fahrenkrog, Annette M., Neves, Leandro G., Resende, Márcio F. R., Dervinis, Christopher, Davenport, Ruth, Barbazuk, W. Brad, Kirst, Matias
Format Journal Article
LanguageEnglish
Published England John Wiley & Sons, Inc 01.11.2017
Wiley Blackwell (John Wiley & Sons)
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Abstract Despite its economic importance as a bioenergy crop and key role in riparian ecosystems, little is known about genetic diversity and adaptation of the eastern cottonwood (Populus deltoides). Here, we report the first population genomics study for this species, conducted on a sample of 425 unrelated individuals collected in 13 states of the southeastern United States. The trees were genotyped by targeted resequencing of 18,153 genes and 23,835 intergenic regions, followed by the identification of single nucleotide polymorphisms (SNPs). This natural P. deltoides population showed low levels of subpopulation differentiation (FST = 0.022–0.106), high genetic diversity (θW = 0.00100, π = 0.00170), a large effective population size (Ne ≈ 32,900), and low to moderate levels of linkage disequilibrium. Additionally, genomewide scans for selection (Tajima's D), subpopulation differentiation (XTX), and environmental association analyses with eleven climate variables carried out with two different methods (LFMM and BAYENV2) identified genes putatively involved in local adaptation. Interestingly, many of these genes were also identified as adaptation candidates in another poplar species, Populus trichocarpa, indicating possible convergent evolution. This study constitutes the first assessment of genetic diversity and local adaptation in P. deltoides throughout the southern part of its range, information we expect to be of use to guide management and breeding strategies for this species in future, especially in the face of climate change. Forest tree species are especially vulnerable to the effects of climate change, with their survival and adaptation capacity determined in part by their genetic makeup. Applying a combination of population genomics methods to uncover signatures of selection and discover genetic markers associated with the environment, we identified a set of candidate genes for adaptation in the eastern cottonwood (Populus deltoides). This species is relevant as a feedstock for wood products and bioenergy, as well as a key component of riparian ecosystems in North America.
AbstractList Abstract Despite its economic importance as a bioenergy crop and key role in riparian ecosystems, little is known about genetic diversity and adaptation of the eastern cottonwood ( Populus deltoides ). Here, we report the first population genomics study for this species, conducted on a sample of 425 unrelated individuals collected in 13 states of the southeastern United States. The trees were genotyped by targeted resequencing of 18,153 genes and 23,835 intergenic regions, followed by the identification of single nucleotide polymorphisms ( <styled-content style='fixed-case'>SNP</styled-content> s). This natural P. deltoides population showed low levels of subpopulation differentiation ( F ST  = 0.022–0.106), high genetic diversity (θ W  = 0.00100, π = 0.00170), a large effective population size ( N e  ≈ 32,900), and low to moderate levels of linkage disequilibrium. Additionally, genomewide scans for selection (Tajima's D ), subpopulation differentiation ( <styled-content style='fixed-case'> X T X </styled-content> ), and environmental association analyses with eleven climate variables carried out with two different methods ( <styled-content style='fixed-case'>LFMM</styled-content> and <styled-content style='fixed-case'>BAYENV</styled-content> 2) identified genes putatively involved in local adaptation. Interestingly, many of these genes were also identified as adaptation candidates in another poplar species, Populus trichocarpa , indicating possible convergent evolution. This study constitutes the first assessment of genetic diversity and local adaptation in P. deltoides throughout the southern part of its range, information we expect to be of use to guide management and breeding strategies for this species in future, especially in the face of climate change.
Abstract Despite its economic importance as a bioenergy crop and key role in riparian ecosystems, little is known about genetic diversity and adaptation of the eastern cottonwood ( Populus deltoides ). Here, we report the first population genomics study for this species, conducted on a sample of 425 unrelated individuals collected in 13 states of the southeastern United States. The trees were genotyped by targeted resequencing of 18,153 genes and 23,835 intergenic regions, followed by the identification of single nucleotide polymorphisms ( SNP s). This natural P. deltoides population showed low levels of subpopulation differentiation ( F ST  = 0.022–0.106), high genetic diversity (θ W  = 0.00100, π = 0.00170), a large effective population size ( N e  ≈ 32,900), and low to moderate levels of linkage disequilibrium. Additionally, genomewide scans for selection (Tajima's D ), subpopulation differentiation ( X T X ), and environmental association analyses with eleven climate variables carried out with two different methods ( LFMM and BAYENV 2) identified genes putatively involved in local adaptation. Interestingly, many of these genes were also identified as adaptation candidates in another poplar species, Populus trichocarpa , indicating possible convergent evolution. This study constitutes the first assessment of genetic diversity and local adaptation in P. deltoides throughout the southern part of its range, information we expect to be of use to guide management and breeding strategies for this species in future, especially in the face of climate change.
Despite its economic importance as a bioenergy crop and key role in riparian ecosystems, little is known about genetic diversity and adaptation of the eastern cottonwood (Populus deltoides). Here, we report the first population genomics study for this species, conducted on a sample of 425 unrelated individuals collected in 13 states of the southeastern United States. The trees were genotyped by targeted resequencing of 18,153 genes and 23,835 intergenic regions, followed by the identification of single nucleotide polymorphisms (SNPs). This natural P. deltoides population showed low levels of subpopulation differentiation (FST = 0.022–0.106), high genetic diversity (θW = 0.00100, π = 0.00170), a large effective population size (Ne ≈ 32,900), and low to moderate levels of linkage disequilibrium. Additionally, genomewide scans for selection (Tajima's D), subpopulation differentiation (XTX), and environmental association analyses with eleven climate variables carried out with two different methods (LFMM and BAYENV2) identified genes putatively involved in local adaptation. Interestingly, many of these genes were also identified as adaptation candidates in another poplar species, Populus trichocarpa, indicating possible convergent evolution. This study constitutes the first assessment of genetic diversity and local adaptation in P. deltoides throughout the southern part of its range, information we expect to be of use to guide management and breeding strategies for this species in future, especially in the face of climate change. Forest tree species are especially vulnerable to the effects of climate change, with their survival and adaptation capacity determined in part by their genetic makeup. Applying a combination of population genomics methods to uncover signatures of selection and discover genetic markers associated with the environment, we identified a set of candidate genes for adaptation in the eastern cottonwood (Populus deltoides). This species is relevant as a feedstock for wood products and bioenergy, as well as a key component of riparian ecosystems in North America.
Despite its economic importance as a bioenergy crop and key role in riparian ecosystems, little is known about genetic diversity and adaptation of the eastern cottonwood (Populus deltoides). Here, we report the first population genomics study for this species, conducted on a sample of 425 unrelated individuals collected in 13 states of the southeastern United States. The trees were genotyped by targeted resequencing of 18,153 genes and 23,835 intergenic regions, followed by the identification of single nucleotide polymorphisms (SNPs). This natural P. deltoides population showed low levels of subpopulation differentiation (FST = 0.022–0.106), high genetic diversity (θW = 0.00100, π = 0.00170), a large effective population size (Ne ≈ 32,900), and low to moderate levels of linkage disequilibrium. Additionally, genomewide scans for selection (Tajima's D), subpopulation differentiation (XTX), and environmental association analyses with eleven climate variables carried out with two different methods (LFMM and BAYENV2) identified genes putatively involved in local adaptation. Interestingly, many of these genes were also identified as adaptation candidates in another poplar species, Populus trichocarpa, indicating possible convergent evolution. This study constitutes the first assessment of genetic diversity and local adaptation in P. deltoides throughout the southern part of its range, information we expect to be of use to guide management and breeding strategies for this species in future, especially in the face of climate change.
Despite its economic importance as a bioenergy crop and key role in riparian ecosystems, little is known about genetic diversity and adaptation of the eastern cottonwood ( ). Here, we report the first population genomics study for this species, conducted on a sample of 425 unrelated individuals collected in 13 states of the southeastern United States. The trees were genotyped by targeted resequencing of 18,153 genes and 23,835 intergenic regions, followed by the identification of single nucleotide polymorphisms (SNPs). This natural population showed low levels of subpopulation differentiation (  = 0.022-0.106), high genetic diversity (θ  = 0.00100, π = 0.00170), a large effective population size (  ≈ 32,900), and low to moderate levels of linkage disequilibrium. Additionally, genomewide scans for selection (Tajima's ), subpopulation differentiation ( ), and environmental association analyses with eleven climate variables carried out with two different methods (LFMM and BAYENV2) identified genes putatively involved in local adaptation. Interestingly, many of these genes were also identified as adaptation candidates in another poplar species, , indicating possible convergent evolution. This study constitutes the first assessment of genetic diversity and local adaptation in throughout the southern part of its range, information we expect to be of use to guide management and breeding strategies for this species in future, especially in the face of climate change.
Despite its economic importance as a bioenergy crop and key role in riparian ecosystems, little is known about genetic diversity and adaptation of the eastern cottonwood ( Populus deltoides ). Here, we report the first population genomics study for this species, conducted on a sample of 425 unrelated individuals collected in 13 states of the southeastern United States. The trees were genotyped by targeted resequencing of 18,153 genes and 23,835 intergenic regions, followed by the identification of single nucleotide polymorphisms ( SNP s). This natural P. deltoides population showed low levels of subpopulation differentiation ( F ST  = 0.022–0.106), high genetic diversity (θ W  = 0.00100, π = 0.00170), a large effective population size ( N e  ≈ 32,900), and low to moderate levels of linkage disequilibrium. Additionally, genomewide scans for selection (Tajima's D ), subpopulation differentiation ( X T X ), and environmental association analyses with eleven climate variables carried out with two different methods ( LFMM and BAYENV 2) identified genes putatively involved in local adaptation. Interestingly, many of these genes were also identified as adaptation candidates in another poplar species, Populus trichocarpa , indicating possible convergent evolution. This study constitutes the first assessment of genetic diversity and local adaptation in P. deltoides throughout the southern part of its range, information we expect to be of use to guide management and breeding strategies for this species in future, especially in the face of climate change.
Author Resende, Márcio F. R.
Kirst, Matias
Barbazuk, W. Brad
Fahrenkrog, Annette M.
Davenport, Ruth
Neves, Leandro G.
Dervinis, Christopher
AuthorAffiliation 2 Plant Molecular and Cellular Biology Graduate Program University of Florida Gainesville FL USA
5 University of Florida Genetics Institute University of Florida Gainesville FL USA
4 Biology Department University of Florida Gainesville FL USA
6 Present address: RAPiD Genomics LLC 756 2nd Avenue Gainesville FL 32601 USA
1 School of Forest Resources and Conservation University of Florida Gainesville FL USA
3 Horticultural Sciences Department University of Florida Gainesville FL USA
AuthorAffiliation_xml – name: 5 University of Florida Genetics Institute University of Florida Gainesville FL USA
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– name: 2 Plant Molecular and Cellular Biology Graduate Program University of Florida Gainesville FL USA
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– name: 3 Horticultural Sciences Department University of Florida Gainesville FL USA
– name: 6 Present address: RAPiD Genomics LLC 756 2nd Avenue Gainesville FL 32601 USA
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  surname: Fahrenkrog
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  givenname: Leandro G.
  surname: Neves
  fullname: Neves, Leandro G.
  organization: University of Florida
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  givenname: Márcio F. R.
  surname: Resende
  fullname: Resende, Márcio F. R.
  organization: University of Florida
– sequence: 4
  givenname: Christopher
  surname: Dervinis
  fullname: Dervinis, Christopher
  organization: University of Florida
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  givenname: Ruth
  surname: Davenport
  fullname: Davenport, Ruth
  organization: University of Florida
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  organization: University of Florida
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https://www.osti.gov/biblio/1398844$$D View this record in Osti.gov
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Issue 22
Keywords exome capture
Populus deltoides
genetic diversity
local adaptation
eastern cottonwood
population structure
Language English
License Attribution
This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
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2013b; 200
2015; 82
2007; 177
2008; 25
2016b; 202
2014; 15
2016; 353
2014; 13
2013; 195
2002; 90
2013; 198
2014; 9
2011; 27
1975; 7
2005; 39
2014; 203
1993; 134
2014; 201
2001; 98
2007; 19
2015; 5
2010; 35
2012
2016; 209
2017; 26
2013; 43
2010
2009; 181
2009; 60
2009; 182
2010; 365
2015; 10
2006; 15
1996
2007
2010; 285
2014; 46
2015; 207
2000; 155
1992; 31
2016; 17
2006; 313
2011; 6
2016; 16
2017; 213
2011; 7
2015; 24
2008; 180
2012; 196
2014; 506
2013; 33
1989; 123
2013; 30
2016; 212
2011; 43
2007; 81
2015
1999; 74
2012; 6
2016a; 33
2014; 31
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Snippet Despite its economic importance as a bioenergy crop and key role in riparian ecosystems, little is known about genetic diversity and adaptation of the eastern...
Abstract Despite its economic importance as a bioenergy crop and key role in riparian ecosystems, little is known about genetic diversity and adaptation of the...
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SubjectTerms Adaptation
BASIC BIOLOGICAL SCIENCES
Biological evolution
Breeding
Climate change
Differentiation
eastern cottonwood
Economic importance
Environmental changes
Environmental organizations
ENVIRONMENTAL SCIENCES
Evolution
exome capture
Genes
Genetic diversity
Genomics
Identification methods
Linkage disequilibrium
local adaptation
Original Research
Plant breeding
Poplar
Population
Population number
population structure
Population studies
Populus deltoides
Renewable energy
Riparian environments
Single-nucleotide polymorphism
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Title Population genomics of the eastern cottonwood (Populus deltoides)
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fece3.3466
https://www.ncbi.nlm.nih.gov/pubmed/29187979
https://www.proquest.com/docview/1977882347
https://www.osti.gov/biblio/1398844
https://pubmed.ncbi.nlm.nih.gov/PMC5696417
Volume 7
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