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Biomass traits and candidate genes for bioenergy revealed through association genetics in coppiced European Populus nigra (L.)

Identifieur interne : 000641 ( Pmc/Checkpoint ); précédent : 000640; suivant : 000642

Biomass traits and candidate genes for bioenergy revealed through association genetics in coppiced European Populus nigra (L.)

Auteurs : Mike Robert Allwright ; Adrienne Payne ; Giovanni Emiliani ; Suzanne Milner ; Maud Viger ; Franchesca Rouse ; Joost J. B. Keurentjes [Pays-Bas] ; Aurélie Bérard [France] ; Henning Wildhagen [Allemagne] ; Patricia Faivre-Rampant [France] ; Andrea Polle [Allemagne] ; Michele Morgante [Italie] ; Gail Taylor

Source :

RBID : PMC:5017058

Abstract

Background

Second generation (2G) bioenergy from lignocellulosic feedstocks has the potential to develop as a sustainable source of renewable energy; however, significant hurdles still remain for large-scale commercialisation. Populus is considered as a promising 2G feedstock and understanding the genetic basis of biomass yield and feedstock quality are a research priority in this model tree species.

Results

We report the first coppiced biomass study for 714 members of a wide population of European black poplar (Populus nigra L.), a native European tree, selected from 20 river populations ranging in latitude and longitude between 40.5 and 52.1°N and 1.0 and 16.4°E, respectively. When grown at a single site in southern UK, significant Site of Origin (SO) effects were seen for 14 of the 15 directly measured or derived traits including biomass yield, leaf area and stomatal index. There was significant correlation (p < 0.001) between biomass yield traits over 3 years of harvest which identified leaf size and cell production as strong predictors of biomass yield. A 12 K Illumina genotyping array (constructed from 10,331 SNPs in 14 QTL regions and 4648 genes) highlighted significant population genetic structure with pairwise FST showing strong differentiation (p < 0.001) between the Spanish and Italian subpopulations. Robust associations reaching genome-wide significance are reported for main stem height and cell number per leaf; two traits tightly linked to biomass yield. These genotyping and phenotypic data were also used to show the presence of significant isolation by distance (IBD) and isolation by adaption (IBA) within this population.

Conclusions

The three associations identified reaching genome-wide significance at p < 0.05 include a transcription factor; a putative stress response gene and a gene of unknown function. None of them have been previously linked to bioenergy yield; were shown to be differentially expressed in a panel of three selected genotypes from the collection and represent exciting, novel candidates for further study in a bioenergy tree native to Europe and Euro-Asia. A further 26 markers (22 genes) were found to reach putative significance and are also of interest for biomass yield, leaf area, epidermal cell expansion and stomatal patterning. This research on European P. nigra provides an important foundation for the development of commercial native trees for bioenergy and for advanced, molecular breeding in these species.

Electronic supplementary material

The online version of this article (doi:10.1186/s13068-016-0603-1) contains supplementary material, which is available to authorized users.


Url:
DOI: 10.1186/s13068-016-0603-1
PubMed: 27617034
PubMed Central: 5017058


Affiliations:


Links toward previous steps (curation, corpus...)


Links to Exploration step

PMC:5017058

Le document en format XML

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<name sortKey="Wildhagen, Henning" sort="Wildhagen, Henning" uniqKey="Wildhagen H" first="Henning" last="Wildhagen">Henning Wildhagen</name>
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<name sortKey="Faivre Rampant, Patricia" sort="Faivre Rampant, Patricia" uniqKey="Faivre Rampant P" first="Patricia" last="Faivre-Rampant">Patricia Faivre-Rampant</name>
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<name sortKey="Morgante, Michele" sort="Morgante, Michele" uniqKey="Morgante M" first="Michele" last="Morgante">Michele Morgante</name>
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<wicri:noRegion>33100 Udine</wicri:noRegion>
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<name sortKey="Taylor, Gail" sort="Taylor, Gail" uniqKey="Taylor G" first="Gail" last="Taylor">Gail Taylor</name>
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<wicri:noCountry code="subfield">SO17 1BJ UK</wicri:noCountry>
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<title level="j">Biotechnology for Biofuels</title>
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<div type="abstract" xml:lang="en">
<sec>
<title>Background</title>
<p>Second generation (2G) bioenergy from lignocellulosic feedstocks has the potential to develop as a sustainable source of renewable energy; however, significant hurdles still remain for large-scale commercialisation.
<italic>Populus</italic>
is considered as a promising 2G feedstock and understanding the genetic basis of biomass yield and feedstock quality are a research priority in this model tree species.</p>
</sec>
<sec>
<title>Results</title>
<p>We report the first coppiced biomass study for 714 members of a wide population of European black poplar (
<italic>Populus nigra</italic>
L.), a native European tree, selected from 20 river populations ranging in latitude and longitude between 40.5 and 52.1°N and 1.0 and 16.4°E, respectively. When grown at a single site in southern UK, significant Site of Origin (SO) effects were seen for 14 of the 15 directly measured or derived traits including biomass yield, leaf area and stomatal index. There was significant correlation (
<italic>p</italic>
 < 0.001) between biomass yield traits over 3 years of harvest which identified leaf size and cell production as strong predictors of biomass yield. A 12 K Illumina genotyping array (constructed from 10,331 SNPs in 14 QTL regions and 4648 genes) highlighted significant population genetic structure with pairwise F
<sub>ST</sub>
showing strong differentiation (
<italic>p</italic>
 < 0.001) between the Spanish and Italian subpopulations. Robust associations reaching genome-wide significance are reported for main stem height and cell number per leaf; two traits tightly linked to biomass yield. These genotyping and phenotypic data were also used to show the presence of significant isolation by distance (IBD) and isolation by adaption (IBA) within this population.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>The three associations identified reaching genome-wide significance at
<italic>p</italic>
 < 0.05 include a transcription factor; a putative stress response gene and a gene of unknown function. None of them have been previously linked to bioenergy yield; were shown to be differentially expressed in a panel of three selected genotypes from the collection and represent exciting, novel candidates for further study in a bioenergy tree native to Europe and Euro-Asia. A further 26 markers (22 genes) were found to reach putative significance and are also of interest for biomass yield, leaf area, epidermal cell expansion and stomatal patterning. This research on European
<italic>P. nigra</italic>
provides an important foundation for the development of commercial native trees for bioenergy and for advanced, molecular breeding in these species.</p>
</sec>
<sec>
<title>Electronic supplementary material</title>
<p>The online version of this article (doi:10.1186/s13068-016-0603-1) contains supplementary material, which is available to authorized users.</p>
</sec>
</div>
</front>
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</TEI>
<pmc article-type="research-article">
<pmc-dir>properties open_access</pmc-dir>
<front>
<journal-meta>
<journal-id journal-id-type="nlm-ta">Biotechnol Biofuels</journal-id>
<journal-id journal-id-type="iso-abbrev">Biotechnol Biofuels</journal-id>
<journal-title-group>
<journal-title>Biotechnology for Biofuels</journal-title>
</journal-title-group>
<issn pub-type="epub">1754-6834</issn>
<publisher>
<publisher-name>BioMed Central</publisher-name>
<publisher-loc>London</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="pmid">27617034</article-id>
<article-id pub-id-type="pmc">5017058</article-id>
<article-id pub-id-type="publisher-id">603</article-id>
<article-id pub-id-type="doi">10.1186/s13068-016-0603-1</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Biomass traits and candidate genes for bioenergy revealed through association genetics in coppiced European
<italic>Populus nigra</italic>
(L.)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Allwright</surname>
<given-names>Mike Robert</given-names>
</name>
<address>
<email>M.R.Allwright@soton.ac.uk</email>
</address>
<xref ref-type="aff" rid="Aff1">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Payne</surname>
<given-names>Adrienne</given-names>
</name>
<address>
<email>A.Payne@soton.ac.uk</email>
</address>
<xref ref-type="aff" rid="Aff1">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Emiliani</surname>
<given-names>Giovanni</given-names>
</name>
<address>
<email>emiliani@ivalsa.cnr.it</email>
</address>
<xref ref-type="aff" rid="Aff2">2</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Milner</surname>
<given-names>Suzanne</given-names>
</name>
<address>
<email>S.Milner@soton.ac.uk</email>
</address>
<xref ref-type="aff" rid="Aff1">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Viger</surname>
<given-names>Maud</given-names>
</name>
<address>
<email>M.Viger@soton.ac.uk</email>
</address>
<xref ref-type="aff" rid="Aff1">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rouse</surname>
<given-names>Franchesca</given-names>
</name>
<address>
<email>franchesca.rouse@hotmail.com</email>
</address>
<xref ref-type="aff" rid="Aff1">1</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Keurentjes</surname>
<given-names>Joost J. B.</given-names>
</name>
<address>
<email>joost.keurentjes@wur.nl</email>
</address>
<xref ref-type="aff" rid="Aff3">3</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bérard</surname>
<given-names>Aurélie</given-names>
</name>
<address>
<email>berard@cng.fr</email>
</address>
<xref ref-type="aff" rid="Aff4">4</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wildhagen</surname>
<given-names>Henning</given-names>
</name>
<address>
<email>henning.wildhagen@forst.uni-goettingen.de</email>
</address>
<xref ref-type="aff" rid="Aff5">5</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Faivre-Rampant</surname>
<given-names>Patricia</given-names>
</name>
<address>
<email>faivre@versailles.inra.fr</email>
</address>
<xref ref-type="aff" rid="Aff4">4</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Polle</surname>
<given-names>Andrea</given-names>
</name>
<address>
<email>apolle@gwdg.de</email>
</address>
<xref ref-type="aff" rid="Aff5">5</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Morgante</surname>
<given-names>Michele</given-names>
</name>
<address>
<email>michele.morgante@uniud.it</email>
</address>
<xref ref-type="aff" rid="Aff6">6</xref>
<xref ref-type="aff" rid="Aff7">7</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Taylor</surname>
<given-names>Gail</given-names>
</name>
<address>
<phone>(+44) 023 8059 2335</phone>
<email>G.Taylor@soton.ac.uk</email>
</address>
<xref ref-type="aff" rid="Aff1">1</xref>
</contrib>
<aff id="Aff1">
<label>1</label>
Centre for Biological Sciences, Life Sciences Building, University of Southampton, Southampton, SO17 1BJ UK</aff>
<aff id="Aff2">
<label>2</label>
CNR-IVALSA, Sesto Fiorentino, via Madonna del Piano, 10, 50019 Sesto Fiorentino, FI Italy</aff>
<aff id="Aff3">
<label>3</label>
Laboratory of Genetics, Wageningen University and Research, 6708PB Wageningen, The Netherlands</aff>
<aff id="Aff4">
<label>4</label>
US1279 EPGV, CEA-IG/CNG, INRA, 91057 Evry, France</aff>
<aff id="Aff5">
<label>5</label>
Georg-August-Universität Göttingen, 37077 Göttingen, Germany</aff>
<aff id="Aff6">
<label>6</label>
Dipartimento di Scienze agroalimentari, ambientali e animali, Università di Udine, Via delle Scienze 206, 33100 Udine, Italy</aff>
<aff id="Aff7">
<label>7</label>
Istituto di Genomica Applicata (IGA), via J. Linussio 51, 33100 Udine, Italy</aff>
</contrib-group>
<pub-date pub-type="epub">
<day>8</day>
<month>9</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="pmc-release">
<day>8</day>
<month>9</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="collection">
<year>2016</year>
</pub-date>
<volume>9</volume>
<issue>1</issue>
<elocation-id>195</elocation-id>
<history>
<date date-type="received">
<day>9</day>
<month>5</month>
<year>2016</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>8</month>
<year>2016</year>
</date>
</history>
<permissions>
<copyright-statement>© The Author(s) 2016</copyright-statement>
<license license-type="OpenAccess">
<license-p>
<bold>Open Access</bold>
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (
<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">http://creativecommons.org/licenses/by/4.0/</ext-link>
), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (
<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/publicdomain/zero/1.0/">http://creativecommons.org/publicdomain/zero/1.0/</ext-link>
) applies to the data made available in this article, unless otherwise stated.</license-p>
</license>
</permissions>
<abstract id="Abs1">
<sec>
<title>Background</title>
<p>Second generation (2G) bioenergy from lignocellulosic feedstocks has the potential to develop as a sustainable source of renewable energy; however, significant hurdles still remain for large-scale commercialisation.
<italic>Populus</italic>
is considered as a promising 2G feedstock and understanding the genetic basis of biomass yield and feedstock quality are a research priority in this model tree species.</p>
</sec>
<sec>
<title>Results</title>
<p>We report the first coppiced biomass study for 714 members of a wide population of European black poplar (
<italic>Populus nigra</italic>
L.), a native European tree, selected from 20 river populations ranging in latitude and longitude between 40.5 and 52.1°N and 1.0 and 16.4°E, respectively. When grown at a single site in southern UK, significant Site of Origin (SO) effects were seen for 14 of the 15 directly measured or derived traits including biomass yield, leaf area and stomatal index. There was significant correlation (
<italic>p</italic>
 < 0.001) between biomass yield traits over 3 years of harvest which identified leaf size and cell production as strong predictors of biomass yield. A 12 K Illumina genotyping array (constructed from 10,331 SNPs in 14 QTL regions and 4648 genes) highlighted significant population genetic structure with pairwise F
<sub>ST</sub>
showing strong differentiation (
<italic>p</italic>
 < 0.001) between the Spanish and Italian subpopulations. Robust associations reaching genome-wide significance are reported for main stem height and cell number per leaf; two traits tightly linked to biomass yield. These genotyping and phenotypic data were also used to show the presence of significant isolation by distance (IBD) and isolation by adaption (IBA) within this population.</p>
</sec>
<sec>
<title>Conclusions</title>
<p>The three associations identified reaching genome-wide significance at
<italic>p</italic>
 < 0.05 include a transcription factor; a putative stress response gene and a gene of unknown function. None of them have been previously linked to bioenergy yield; were shown to be differentially expressed in a panel of three selected genotypes from the collection and represent exciting, novel candidates for further study in a bioenergy tree native to Europe and Euro-Asia. A further 26 markers (22 genes) were found to reach putative significance and are also of interest for biomass yield, leaf area, epidermal cell expansion and stomatal patterning. This research on European
<italic>P. nigra</italic>
provides an important foundation for the development of commercial native trees for bioenergy and for advanced, molecular breeding in these species.</p>
</sec>
<sec>
<title>Electronic supplementary material</title>
<p>The online version of this article (doi:10.1186/s13068-016-0603-1) contains supplementary material, which is available to authorized users.</p>
</sec>
</abstract>
<kwd-group xml:lang="en">
<title>Keywords</title>
<kwd>Short rotation coppice (SRC)</kwd>
<kwd>Yield</kwd>
<kwd>Lignocellulosic</kwd>
<kwd>Genetics</kwd>
<kwd>Salicaceae</kwd>
<kwd>Leaf area</kwd>
</kwd-group>
<funding-group>
<award-group>
<funding-source>
<institution-wrap>
<institution-id institution-id-type="FundRef">http://dx.doi.org/10.13039/501100000268</institution-id>
<institution>Biotechnology and Biological Sciences Research Council</institution>
</institution-wrap>
</funding-source>
</award-group>
<award-group>
<funding-source>
<institution>POPYOMICS</institution>
</funding-source>
<award-id>FP5-QLK5-CT-2002-00953</award-id>
<principal-award-recipient>
<name>
<surname>Taylor</surname>
<given-names>Gail</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group>
<funding-source>
<institution>EVOLTREE</institution>
</funding-source>
<award-id>FP6-16322</award-id>
<principal-award-recipient>
<name>
<surname>Taylor</surname>
<given-names>Gail</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group>
<funding-source>
<institution>ENERGYPOPLAR</institution>
</funding-source>
<award-id>FP7-211917</award-id>
<principal-award-recipient>
<name>
<surname>Taylor</surname>
<given-names>Gail</given-names>
</name>
</principal-award-recipient>
</award-group>
<award-group>
<funding-source>
<institution>WATBIO</institution>
</funding-source>
<award-id>FP7-311922</award-id>
<principal-award-recipient>
<name>
<surname>Taylor</surname>
<given-names>Gail</given-names>
</name>
</principal-award-recipient>
</award-group>
</funding-group>
<custom-meta-group>
<custom-meta>
<meta-name>issue-copyright-statement</meta-name>
<meta-value>© The Author(s) 2016</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
</pmc>
<affiliations>
<list>
<country>
<li>Allemagne</li>
<li>France</li>
<li>Italie</li>
<li>Pays-Bas</li>
</country>
<region>
<li>Basse-Saxe</li>
<li>Île-de-France</li>
</region>
<settlement>
<li>Göttingen</li>
<li>Évry (Essonne)</li>
</settlement>
<orgName>
<li>Université de Göttingen</li>
</orgName>
</list>
<tree>
<noCountry>
<name sortKey="Allwright, Mike Robert" sort="Allwright, Mike Robert" uniqKey="Allwright M" first="Mike Robert" last="Allwright">Mike Robert Allwright</name>
<name sortKey="Emiliani, Giovanni" sort="Emiliani, Giovanni" uniqKey="Emiliani G" first="Giovanni" last="Emiliani">Giovanni Emiliani</name>
<name sortKey="Milner, Suzanne" sort="Milner, Suzanne" uniqKey="Milner S" first="Suzanne" last="Milner">Suzanne Milner</name>
<name sortKey="Payne, Adrienne" sort="Payne, Adrienne" uniqKey="Payne A" first="Adrienne" last="Payne">Adrienne Payne</name>
<name sortKey="Rouse, Franchesca" sort="Rouse, Franchesca" uniqKey="Rouse F" first="Franchesca" last="Rouse">Franchesca Rouse</name>
<name sortKey="Taylor, Gail" sort="Taylor, Gail" uniqKey="Taylor G" first="Gail" last="Taylor">Gail Taylor</name>
<name sortKey="Viger, Maud" sort="Viger, Maud" uniqKey="Viger M" first="Maud" last="Viger">Maud Viger</name>
</noCountry>
<country name="Pays-Bas">
<noRegion>
<name sortKey="Keurentjes, Joost J B" sort="Keurentjes, Joost J B" uniqKey="Keurentjes J" first="Joost J. B." last="Keurentjes">Joost J. B. Keurentjes</name>
</noRegion>
</country>
<country name="France">
<region name="Île-de-France">
<name sortKey="Berard, Aurelie" sort="Berard, Aurelie" uniqKey="Berard A" first="Aurélie" last="Bérard">Aurélie Bérard</name>
</region>
<name sortKey="Faivre Rampant, Patricia" sort="Faivre Rampant, Patricia" uniqKey="Faivre Rampant P" first="Patricia" last="Faivre-Rampant">Patricia Faivre-Rampant</name>
</country>
<country name="Allemagne">
<region name="Basse-Saxe">
<name sortKey="Wildhagen, Henning" sort="Wildhagen, Henning" uniqKey="Wildhagen H" first="Henning" last="Wildhagen">Henning Wildhagen</name>
</region>
<name sortKey="Polle, Andrea" sort="Polle, Andrea" uniqKey="Polle A" first="Andrea" last="Polle">Andrea Polle</name>
</country>
<country name="Italie">
<noRegion>
<name sortKey="Morgante, Michele" sort="Morgante, Michele" uniqKey="Morgante M" first="Michele" last="Morgante">Michele Morgante</name>
</noRegion>
<name sortKey="Morgante, Michele" sort="Morgante, Michele" uniqKey="Morgante M" first="Michele" last="Morgante">Michele Morgante</name>
</country>
</tree>
</affiliations>
</record>

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