Genome-Wide Association Study of Wood Anatomical and Morphological Traits in Populus trichocarpa.
Identifieur interne : 000375 ( Main/Exploration ); précédent : 000374; suivant : 000376Genome-Wide Association Study of Wood Anatomical and Morphological Traits in Populus trichocarpa.
Auteurs : Hari B. Chhetri [États-Unis] ; Anna Furches [États-Unis] ; David Macaya-Sanz [États-Unis] ; Alejandro R. Walker [États-Unis] ; David Kainer [États-Unis] ; Piet Jones [États-Unis] ; Anne E. Harman-Ware [États-Unis] ; Timothy J. Tschaplinski [États-Unis] ; Daniel Jacobson [États-Unis] ; Gerald A. Tuskan [États-Unis] ; Stephen P. Difazio [États-Unis]Source :
- Frontiers in plant science [ 1664-462X ] ; 2020.
Abstract
To understand the genetic mechanisms underlying wood anatomical and morphological traits in Populus trichocarpa, we used 869 unrelated genotypes from a common garden in Clatskanie, Oregon that were previously collected from across the distribution range in western North America. Using GEMMA mixed model analysis, we tested for the association of 25 phenotypic traits and nine multitrait combinations with 6.741 million SNPs covering the entire genome. Broad-sense trait heritabilities ranged from 0.117 to 0.477. Most traits were significantly correlated with geoclimatic variables suggesting a role of climate and geography in shaping the variation of this species. Fifty-seven SNPs from single trait GWAS and 11 SNPs from multitrait GWAS passed an FDR threshold of 0.05, leading to the identification of eight and seven nearby candidate genes, respectively. The percentage of phenotypic variance explained (PVE) by the significant SNPs for both single and multitrait GWAS ranged from 0.01% to 6.18%. To further evaluate the potential roles of candidate genes, we used a multi-omic network containing five additional data sets, including leaf and wood metabolite GWAS layers and coexpression and comethylation networks. We also performed a functional enrichment analysis on coexpression nearest neighbors for each gene model identified by the wood anatomical and morphological trait GWAS analyses. Genes affecting cell wall composition and transport related genes were enriched in wood anatomy and stomatal density trait networks. Signaling and metabolism related genes were also common in networks for stomatal density. For leaf morphology traits (leaf dry and wet weight) the networks were significantly enriched for GO terms related to photosynthetic processes as well as cellular homeostasis. The identified genes provide further insights into the genetic control of these traits, which are important determinants of the suitability and sustainability of improved genotypes for lignocellulosic biofuel production.
DOI: 10.3389/fpls.2020.545748
PubMed: 33013968
PubMed Central: PMC7509168
Affiliations:
Links toward previous steps (curation, corpus...)
Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Genome-Wide Association Study of Wood Anatomical and Morphological Traits in <i>Populus trichocarpa</i>.</title><author><name sortKey="Chhetri, Hari B" sort="Chhetri, Hari B" uniqKey="Chhetri H" first="Hari B" last="Chhetri">Hari B. Chhetri</name><affiliation wicri:level="2"><nlm:affiliation>Department of Biology, West Virginia University, Morgantown, WV, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Biology, West Virginia University, Morgantown, WV</wicri:regionArea><placeName><region type="state">Virginie-Occidentale</region></placeName></affiliation></author><author><name sortKey="Furches, Anna" sort="Furches, Anna" uniqKey="Furches A" first="Anna" last="Furches">Anna Furches</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Macaya Sanz, David" sort="Macaya Sanz, David" uniqKey="Macaya Sanz D" first="David" last="Macaya-Sanz">David Macaya-Sanz</name><affiliation wicri:level="2"><nlm:affiliation>Department of Biology, West Virginia University, Morgantown, WV, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Biology, West Virginia University, Morgantown, WV</wicri:regionArea><placeName><region type="state">Virginie-Occidentale</region></placeName></affiliation></author><author><name sortKey="Walker, Alejandro R" sort="Walker, Alejandro R" uniqKey="Walker A" first="Alejandro R" last="Walker">Alejandro R. Walker</name><affiliation wicri:level="2"><nlm:affiliation>Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, FL, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, FL</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author><author><name sortKey="Kainer, David" sort="Kainer, David" uniqKey="Kainer D" first="David" last="Kainer">David Kainer</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Jones, Piet" sort="Jones, Piet" uniqKey="Jones P" first="Piet" last="Jones">Piet Jones</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Harman Ware, Anne E" sort="Harman Ware, Anne E" uniqKey="Harman Ware A" first="Anne E" last="Harman-Ware">Anne E. Harman-Ware</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Center, and National Bioenergy Center, National Renewable Energy Laboratory, Golden, CO, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Center, and National Bioenergy Center, National Renewable Energy Laboratory, Golden, CO</wicri:regionArea><placeName><region type="state">Colorado</region></placeName></affiliation></author><author><name sortKey="Tschaplinski, Timothy J" sort="Tschaplinski, Timothy J" uniqKey="Tschaplinski T" first="Timothy J" last="Tschaplinski">Timothy J. Tschaplinski</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Jacobson, Daniel" sort="Jacobson, Daniel" uniqKey="Jacobson D" first="Daniel" last="Jacobson">Daniel Jacobson</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Tuskan, Gerald A" sort="Tuskan, Gerald A" uniqKey="Tuskan G" first="Gerald A" last="Tuskan">Gerald A. Tuskan</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Difazio, Stephen P" sort="Difazio, Stephen P" uniqKey="Difazio S" first="Stephen P" last="Difazio">Stephen P. Difazio</name><affiliation wicri:level="2"><nlm:affiliation>Department of Biology, West Virginia University, Morgantown, WV, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Biology, West Virginia University, Morgantown, WV</wicri:regionArea><placeName><region type="state">Virginie-Occidentale</region></placeName></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PubMed</idno><date when="2020">2020</date><idno type="RBID">pubmed:33013968</idno><idno type="pmid">33013968</idno><idno type="doi">10.3389/fpls.2020.545748</idno><idno type="pmc">PMC7509168</idno><idno type="wicri:Area/Main/Corpus">000077</idno><idno type="wicri:explorRef" wicri:stream="Main" wicri:step="Corpus" wicri:corpus="PubMed">000077</idno><idno type="wicri:Area/Main/Curation">000077</idno><idno type="wicri:explorRef" wicri:stream="Main" wicri:step="Curation">000077</idno><idno type="wicri:Area/Main/Exploration">000077</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Genome-Wide Association Study of Wood Anatomical and Morphological Traits in <i>Populus trichocarpa</i>.</title><author><name sortKey="Chhetri, Hari B" sort="Chhetri, Hari B" uniqKey="Chhetri H" first="Hari B" last="Chhetri">Hari B. Chhetri</name><affiliation wicri:level="2"><nlm:affiliation>Department of Biology, West Virginia University, Morgantown, WV, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Biology, West Virginia University, Morgantown, WV</wicri:regionArea><placeName><region type="state">Virginie-Occidentale</region></placeName></affiliation></author><author><name sortKey="Furches, Anna" sort="Furches, Anna" uniqKey="Furches A" first="Anna" last="Furches">Anna Furches</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Macaya Sanz, David" sort="Macaya Sanz, David" uniqKey="Macaya Sanz D" first="David" last="Macaya-Sanz">David Macaya-Sanz</name><affiliation wicri:level="2"><nlm:affiliation>Department of Biology, West Virginia University, Morgantown, WV, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Biology, West Virginia University, Morgantown, WV</wicri:regionArea><placeName><region type="state">Virginie-Occidentale</region></placeName></affiliation></author><author><name sortKey="Walker, Alejandro R" sort="Walker, Alejandro R" uniqKey="Walker A" first="Alejandro R" last="Walker">Alejandro R. Walker</name><affiliation wicri:level="2"><nlm:affiliation>Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, FL, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, FL</wicri:regionArea><placeName><region type="state">Floride</region></placeName></affiliation></author><author><name sortKey="Kainer, David" sort="Kainer, David" uniqKey="Kainer D" first="David" last="Kainer">David Kainer</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Jones, Piet" sort="Jones, Piet" uniqKey="Jones P" first="Piet" last="Jones">Piet Jones</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Harman Ware, Anne E" sort="Harman Ware, Anne E" uniqKey="Harman Ware A" first="Anne E" last="Harman-Ware">Anne E. Harman-Ware</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Center, and National Bioenergy Center, National Renewable Energy Laboratory, Golden, CO, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Center, and National Bioenergy Center, National Renewable Energy Laboratory, Golden, CO</wicri:regionArea><placeName><region type="state">Colorado</region></placeName></affiliation></author><author><name sortKey="Tschaplinski, Timothy J" sort="Tschaplinski, Timothy J" uniqKey="Tschaplinski T" first="Timothy J" last="Tschaplinski">Timothy J. Tschaplinski</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Jacobson, Daniel" sort="Jacobson, Daniel" uniqKey="Jacobson D" first="Daniel" last="Jacobson">Daniel Jacobson</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation><affiliation wicri:level="2"><nlm:affiliation>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Tuskan, Gerald A" sort="Tuskan, Gerald A" uniqKey="Tuskan G" first="Gerald A" last="Tuskan">Gerald A. Tuskan</name><affiliation wicri:level="2"><nlm:affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN</wicri:regionArea><placeName><region type="state">Tennessee</region></placeName></affiliation></author><author><name sortKey="Difazio, Stephen P" sort="Difazio, Stephen P" uniqKey="Difazio S" first="Stephen P" last="Difazio">Stephen P. Difazio</name><affiliation wicri:level="2"><nlm:affiliation>Department of Biology, West Virginia University, Morgantown, WV, United States.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Biology, West Virginia University, Morgantown, WV</wicri:regionArea><placeName><region type="state">Virginie-Occidentale</region></placeName></affiliation></author></analytic><series><title level="j">Frontiers in plant science</title><idno type="ISSN">1664-462X</idno><imprint><date when="2020" type="published">2020</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">To understand the genetic mechanisms underlying wood anatomical and morphological traits in <i>Populus trichocarpa</i>, we used 869 unrelated genotypes from a common garden in Clatskanie, Oregon that were previously collected from across the distribution range in western North America. Using GEMMA mixed model analysis, we tested for the association of 25 phenotypic traits and nine multitrait combinations with 6.741 million SNPs covering the entire genome. Broad-sense trait heritabilities ranged from 0.117 to 0.477. Most traits were significantly correlated with geoclimatic variables suggesting a role of climate and geography in shaping the variation of this species. Fifty-seven SNPs from single trait GWAS and 11 SNPs from multitrait GWAS passed an FDR threshold of 0.05, leading to the identification of eight and seven nearby candidate genes, respectively. The percentage of phenotypic variance explained (PVE) by the significant SNPs for both single and multitrait GWAS ranged from 0.01% to 6.18%. To further evaluate the potential roles of candidate genes, we used a multi-omic network containing five additional data sets, including leaf and wood metabolite GWAS layers and coexpression and comethylation networks. We also performed a functional enrichment analysis on coexpression nearest neighbors for each gene model identified by the wood anatomical and morphological trait GWAS analyses. Genes affecting cell wall composition and transport related genes were enriched in wood anatomy and stomatal density trait networks. Signaling and metabolism related genes were also common in networks for stomatal density. For leaf morphology traits (leaf dry and wet weight) the networks were significantly enriched for GO terms related to photosynthetic processes as well as cellular homeostasis. The identified genes provide further insights into the genetic control of these traits, which are important determinants of the suitability and sustainability of improved genotypes for lignocellulosic biofuel production.</div></front></TEI><pubmed><MedlineCitation Status="PubMed-not-MEDLINE" Owner="NLM"><PMID Version="1">33013968</PMID><DateRevised><Year>2020</Year><Month>10</Month><Day>06</Day></DateRevised><Article PubModel="Electronic-eCollection"><Journal><ISSN IssnType="Print">1664-462X</ISSN><JournalIssue CitedMedium="Print"><Volume>11</Volume><PubDate><Year>2020</Year></PubDate></JournalIssue><Title>Frontiers in plant science</Title><ISOAbbreviation>Front Plant Sci</ISOAbbreviation></Journal><ArticleTitle>Genome-Wide Association Study of Wood Anatomical and Morphological Traits in <i>Populus trichocarpa</i>.</ArticleTitle><Pagination><MedlinePgn>545748</MedlinePgn></Pagination><ELocationID EIdType="doi" ValidYN="Y">10.3389/fpls.2020.545748</ELocationID><Abstract><AbstractText>To understand the genetic mechanisms underlying wood anatomical and morphological traits in <i>Populus trichocarpa</i>, we used 869 unrelated genotypes from a common garden in Clatskanie, Oregon that were previously collected from across the distribution range in western North America. Using GEMMA mixed model analysis, we tested for the association of 25 phenotypic traits and nine multitrait combinations with 6.741 million SNPs covering the entire genome. Broad-sense trait heritabilities ranged from 0.117 to 0.477. Most traits were significantly correlated with geoclimatic variables suggesting a role of climate and geography in shaping the variation of this species. Fifty-seven SNPs from single trait GWAS and 11 SNPs from multitrait GWAS passed an FDR threshold of 0.05, leading to the identification of eight and seven nearby candidate genes, respectively. The percentage of phenotypic variance explained (PVE) by the significant SNPs for both single and multitrait GWAS ranged from 0.01% to 6.18%. To further evaluate the potential roles of candidate genes, we used a multi-omic network containing five additional data sets, including leaf and wood metabolite GWAS layers and coexpression and comethylation networks. We also performed a functional enrichment analysis on coexpression nearest neighbors for each gene model identified by the wood anatomical and morphological trait GWAS analyses. Genes affecting cell wall composition and transport related genes were enriched in wood anatomy and stomatal density trait networks. Signaling and metabolism related genes were also common in networks for stomatal density. For leaf morphology traits (leaf dry and wet weight) the networks were significantly enriched for GO terms related to photosynthetic processes as well as cellular homeostasis. The identified genes provide further insights into the genetic control of these traits, which are important determinants of the suitability and sustainability of improved genotypes for lignocellulosic biofuel production.</AbstractText><CopyrightInformation>Copyright © 2020 Chhetri, Furches, Macaya-Sanz, Walker, Kainer, Jones, Harman-Ware, Tschaplinski, Jacobson, Tuskan and DiFazio.</CopyrightInformation></Abstract><AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Chhetri</LastName><ForeName>Hari B</ForeName><Initials>HB</Initials><AffiliationInfo><Affiliation>Department of Biology, West Virginia University, Morgantown, WV, United States.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Furches</LastName><ForeName>Anna</ForeName><Initials>A</Initials><AffiliationInfo><Affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, United States.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Macaya-Sanz</LastName><ForeName>David</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>Department of Biology, West Virginia University, Morgantown, WV, United States.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Walker</LastName><ForeName>Alejandro R</ForeName><Initials>AR</Initials><AffiliationInfo><Affiliation>Department of Oral Biology, College of Dentistry, University of Florida, Gainesville, FL, United States.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Kainer</LastName><ForeName>David</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Jones</LastName><ForeName>Piet</ForeName><Initials>P</Initials><AffiliationInfo><Affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, United States.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Harman-Ware</LastName><ForeName>Anne E</ForeName><Initials>AE</Initials><AffiliationInfo><Affiliation>Biosciences Center, and National Bioenergy Center, National Renewable Energy Laboratory, Golden, CO, United States.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Tschaplinski</LastName><ForeName>Timothy J</ForeName><Initials>TJ</Initials><AffiliationInfo><Affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Jacobson</LastName><ForeName>Daniel</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>The Bredesen Center for Interdisciplinary Research and Graduate Education, University of Tennessee, Knoxville, TN, United States.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Tuskan</LastName><ForeName>Gerald A</ForeName><Initials>GA</Initials><AffiliationInfo><Affiliation>Biosciences Division, and The Center for Bioenergy Innovation, Oak Ridge National Laboratory, Oak Ridge, TN, United States.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>DiFazio</LastName><ForeName>Stephen P</ForeName><Initials>SP</Initials><AffiliationInfo><Affiliation>Department of Biology, West Virginia University, Morgantown, WV, United States.</Affiliation></AffiliationInfo></Author></AuthorList><Language>eng</Language><PublicationTypeList><PublicationType UI="D016428">Journal Article</PublicationType></PublicationTypeList><ArticleDate DateType="Electronic"><Year>2020</Year><Month>09</Month><Day>09</Day></ArticleDate></Article><MedlineJournalInfo><Country>Switzerland</Country><MedlineTA>Front Plant Sci</MedlineTA><NlmUniqueID>101568200</NlmUniqueID><ISSNLinking>1664-462X</ISSNLinking></MedlineJournalInfo><KeywordList Owner="NOTNLM"><Keyword MajorTopicYN="N">GWAS</Keyword><Keyword MajorTopicYN="N">Populus</Keyword><Keyword MajorTopicYN="N">leaf morphology</Keyword><Keyword MajorTopicYN="N">lignin</Keyword><Keyword MajorTopicYN="N">networks</Keyword><Keyword MajorTopicYN="N">wood anatomy</Keyword></KeywordList></MedlineCitation><PubmedData><History><PubMedPubDate PubStatus="received"><Year>2020</Year><Month>03</Month><Day>26</Day></PubMedPubDate><PubMedPubDate PubStatus="accepted"><Year>2020</Year><Month>08</Month><Day>21</Day></PubMedPubDate><PubMedPubDate PubStatus="entrez"><Year>2020</Year><Month>10</Month><Day>5</Day><Hour>6</Hour><Minute>16</Minute></PubMedPubDate><PubMedPubDate PubStatus="pubmed"><Year>2020</Year><Month>10</Month><Day>6</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="medline"><Year>2020</Year><Month>10</Month><Day>6</Day><Hour>6</Hour><Minute>1</Minute></PubMedPubDate></History><PublicationStatus>epublish</PublicationStatus><ArticleIdList><ArticleId IdType="pubmed">33013968</ArticleId><ArticleId IdType="doi">10.3389/fpls.2020.545748</ArticleId><ArticleId IdType="pmc">PMC7509168</ArticleId></ArticleIdList><ReferenceList><Reference><Citation>Am J Hum Genet. 2017 Jul 6;101(1):5-22</Citation><ArticleIdList><ArticleId IdType="pubmed">28686856</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Physiol. 2017 Jul;174(3):1913-1930</Citation><ArticleIdList><ArticleId IdType="pubmed">28522456</ArticleId></ArticleIdList></Reference><Reference><Citation>Ann Bot. 2019 Oct 29;124(4):617-626</Citation><ArticleIdList><ArticleId IdType="pubmed">30689716</ArticleId></ArticleIdList></Reference><Reference><Citation>PLoS One. 2011;6(9):e25365</Citation><ArticleIdList><ArticleId IdType="pubmed">21966509</ArticleId></ArticleIdList></Reference><Reference><Citation>Int J Mol Sci. 2019 Jun 21;20(12):</Citation><ArticleIdList><ArticleId IdType="pubmed">31234298</ArticleId></ArticleIdList></Reference><Reference><Citation>Sci Rep. 2017 Mar 13;7:38837</Citation><ArticleIdList><ArticleId IdType="pubmed">28287610</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2015 Aug 11;6:600</Citation><ArticleIdList><ArticleId IdType="pubmed">26322054</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2019 Oct 08;10:1249</Citation><ArticleIdList><ArticleId IdType="pubmed">31649710</ArticleId></ArticleIdList></Reference><Reference><Citation>PLoS One. 2016 Dec 9;11(12):e0167962</Citation><ArticleIdList><ArticleId IdType="pubmed">27936160</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2016 Oct;212(2):338-44</Citation><ArticleIdList><ArticleId IdType="pubmed">27575589</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Signal Behav. 2012 Aug;7(8):1014-21</Citation><ArticleIdList><ArticleId IdType="pubmed">22827943</ArticleId></ArticleIdList></Reference><Reference><Citation>PLoS One. 2015 Nov 23;10(11):e0142864</Citation><ArticleIdList><ArticleId IdType="pubmed">26599762</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Signal Behav. 2007 Mar;2(2):79-85</Citation><ArticleIdList><ArticleId IdType="pubmed">19516972</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Genet. 2019 May 10;10:417</Citation><ArticleIdList><ArticleId IdType="pubmed">31134130</ArticleId></ArticleIdList></Reference><Reference><Citation>PLoS One. 2015 Apr 21;10(4):e0120758</Citation><ArticleIdList><ArticleId IdType="pubmed">25898129</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2016 May 31;7:724</Citation><ArticleIdList><ArticleId IdType="pubmed">27303419</ArticleId></ArticleIdList></Reference><Reference><Citation>Sci Rep. 2019 Mar 11;9(1):4028</Citation><ArticleIdList><ArticleId IdType="pubmed">30858491</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2013 Feb;197(3):763-76</Citation><ArticleIdList><ArticleId IdType="pubmed">23278184</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Physiol. 2014 May 7;165(3):1203-1220</Citation><ArticleIdList><ArticleId IdType="pubmed">24808098</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2013 Nov;200(3):727-42</Citation><ArticleIdList><ArticleId IdType="pubmed">23889128</ArticleId></ArticleIdList></Reference><Reference><Citation>Planta. 2005 Nov;222(4):613-22</Citation><ArticleIdList><ArticleId IdType="pubmed">16059719</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Biotechnol J. 2019 Jan;17(1):302-315</Citation><ArticleIdList><ArticleId IdType="pubmed">29947466</ArticleId></ArticleIdList></Reference><Reference><Citation>BMC Plant Biol. 2011 Nov 17;11:163</Citation><ArticleIdList><ArticleId IdType="pubmed">22094046</ArticleId></ArticleIdList></Reference><Reference><Citation>Nat Chem Biol. 2017 May;13(5):479-485</Citation><ArticleIdList><ArticleId IdType="pubmed">28244988</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2013 Nov;200(3):710-26</Citation><ArticleIdList><ArticleId IdType="pubmed">23889164</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2018 Oct;220(2):502-516</Citation><ArticleIdList><ArticleId IdType="pubmed">29992670</ArticleId></ArticleIdList></Reference><Reference><Citation>Nat Genet. 2014 Oct;46(10):1089-96</Citation><ArticleIdList><ArticleId IdType="pubmed">25151358</ArticleId></ArticleIdList></Reference><Reference><Citation>Mol Reprod Dev. 2015 Jul-Aug;82(7-8):518-29</Citation><ArticleIdList><ArticleId IdType="pubmed">26153368</ArticleId></ArticleIdList></Reference><Reference><Citation>Am J Hum Genet. 2018 Apr 5;102(4):592-608</Citation><ArticleIdList><ArticleId IdType="pubmed">29606303</ArticleId></ArticleIdList></Reference><Reference><Citation>BMC Plant Biol. 2015 Jun 30;15:166</Citation><ArticleIdList><ArticleId IdType="pubmed">26122556</ArticleId></ArticleIdList></Reference><Reference><Citation>Biochim Biophys Acta. 2016 Sep;1861(9 Pt B):1352-1364</Citation><ArticleIdList><ArticleId IdType="pubmed">27038688</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2014 Mar;201(4):1263-76</Citation><ArticleIdList><ArticleId IdType="pubmed">24491114</ArticleId></ArticleIdList></Reference><Reference><Citation>Ecol Evol. 2017 Oct 10;7(22):9426-9440</Citation><ArticleIdList><ArticleId IdType="pubmed">29187979</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2012 Nov;196(3):713-25</Citation><ArticleIdList><ArticleId IdType="pubmed">22861491</ArticleId></ArticleIdList></Reference><Reference><Citation>Proc Natl Acad Sci U S A. 1999 Dec 21;96(26):15342-7</Citation><ArticleIdList><ArticleId IdType="pubmed">10611386</ArticleId></ArticleIdList></Reference><Reference><Citation>Cell Res. 2007 Oct;17(10):881-94</Citation><ArticleIdList><ArticleId IdType="pubmed">17876344</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2018 Sep;219(4):1263-1282</Citation><ArticleIdList><ArticleId IdType="pubmed">29916214</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2018 Sep 28;9:1427</Citation><ArticleIdList><ArticleId IdType="pubmed">30323825</ArticleId></ArticleIdList></Reference><Reference><Citation>J Exp Bot. 2009;60(4):1109-21</Citation><ArticleIdList><ArticleId IdType="pubmed">19196749</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Biotechnol J. 2019 Mar;17(3):608-624</Citation><ArticleIdList><ArticleId IdType="pubmed">30133117</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2009;181(3):651-61</Citation><ArticleIdList><ArticleId IdType="pubmed">19054338</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Cell. 2020 Feb;32(2):295-318</Citation><ArticleIdList><ArticleId IdType="pubmed">31776234</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Physiol. 2007 Jan;143(1):78-87</Citation><ArticleIdList><ArticleId IdType="pubmed">17114276</ArticleId></ArticleIdList></Reference><Reference><Citation>Biotechnol Biofuels. 2018 Jan 17;11:9</Citation><ArticleIdList><ArticleId IdType="pubmed">29371885</ArticleId></ArticleIdList></Reference><Reference><Citation>Biotechnol Biofuels. 2016 Sep 08;9(1):195</Citation><ArticleIdList><ArticleId IdType="pubmed">27617034</ArticleId></ArticleIdList></Reference><Reference><Citation>Annu Rev Cell Dev Biol. 2004;20:125-51</Citation><ArticleIdList><ArticleId IdType="pubmed">15473837</ArticleId></ArticleIdList></Reference><Reference><Citation>Nat Commun. 2013;4:2797</Citation><ArticleIdList><ArticleId IdType="pubmed">24256998</ArticleId></ArticleIdList></Reference><Reference><Citation>Nat Genet. 2012 Jun 17;44(7):821-4</Citation><ArticleIdList><ArticleId IdType="pubmed">22706312</ArticleId></ArticleIdList></Reference><Reference><Citation>J Exp Bot. 2020 Jul 6;71(14):4308-4320</Citation><ArticleIdList><ArticleId IdType="pubmed">32242238</ArticleId></ArticleIdList></Reference><Reference><Citation>Sci Rep. 2017 Nov 17;7(1):15798</Citation><ArticleIdList><ArticleId IdType="pubmed">29150693</ArticleId></ArticleIdList></Reference><Reference><Citation>RNA. 2009 Dec;15(12):2219-35</Citation><ArticleIdList><ArticleId IdType="pubmed">19861421</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2011 Mar;189(4):909-22</Citation><ArticleIdList><ArticleId IdType="pubmed">21182529</ArticleId></ArticleIdList></Reference><Reference><Citation>Proc Natl Acad Sci U S A. 2006 Jan 3;103(1):230-5</Citation><ArticleIdList><ArticleId IdType="pubmed">16380417</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2019 Jul;223(1):293-309</Citation><ArticleIdList><ArticleId IdType="pubmed">30843213</ArticleId></ArticleIdList></Reference><Reference><Citation>Nat Plants. 2019 Jul;5(7):676-680</Citation><ArticleIdList><ArticleId IdType="pubmed">31285560</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2018 Dec 05;9:1669</Citation><ArticleIdList><ArticleId IdType="pubmed">30568662</ArticleId></ArticleIdList></Reference><Reference><Citation>Nat Genet. 2010 Apr;42(4):348-54</Citation><ArticleIdList><ArticleId IdType="pubmed">20208533</ArticleId></ArticleIdList></Reference><Reference><Citation>Trends Plant Sci. 2004 Jul;9(7):325-30</Citation><ArticleIdList><ArticleId IdType="pubmed">15231277</ArticleId></ArticleIdList></Reference><Reference><Citation>Mol Plant. 2010 Jan;3(1):143-55</Citation><ArticleIdList><ArticleId IdType="pubmed">19969520</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Physiol. 2008 Mar;146(3):888-903</Citation><ArticleIdList><ArticleId IdType="pubmed">18024557</ArticleId></ArticleIdList></Reference><Reference><Citation>Int J Mol Sci. 2016 May 30;17(6):</Citation><ArticleIdList><ArticleId IdType="pubmed">27248998</ArticleId></ArticleIdList></Reference><Reference><Citation>Nat Rev Genet. 2011 Feb;12(2):111-22</Citation><ArticleIdList><ArticleId IdType="pubmed">21245829</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2018 Nov 06;9:1612</Citation><ArticleIdList><ArticleId IdType="pubmed">30459794</ArticleId></ArticleIdList></Reference><Reference><Citation>Genetics. 2008 Jan;178(1):539-51</Citation><ArticleIdList><ArticleId IdType="pubmed">18202393</ArticleId></ArticleIdList></Reference><Reference><Citation>Mol Ecol. 2014 Dec;23(23):5771-90</Citation><ArticleIdList><ArticleId IdType="pubmed">25319679</ArticleId></ArticleIdList></Reference><Reference><Citation>Cell. 2017 Jun 15;169(7):1177-1186</Citation><ArticleIdList><ArticleId IdType="pubmed">28622505</ArticleId></ArticleIdList></Reference><Reference><Citation>Mol Plant. 2009 Sep;2(5):1000-14</Citation><ArticleIdList><ArticleId IdType="pubmed">19825675</ArticleId></ArticleIdList></Reference><Reference><Citation>Bioinformatics. 2016 May 1;32(9):1423-6</Citation><ArticleIdList><ArticleId IdType="pubmed">27153000</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Cell. 2007 Oct;19(10):3037-57</Citation><ArticleIdList><ArticleId IdType="pubmed">17933900</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2014 Jul;203(2):535-53</Citation><ArticleIdList><ArticleId IdType="pubmed">24750093</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2017 Jan;213(1):170-180</Citation><ArticleIdList><ArticleId IdType="pubmed">27533709</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Cell. 2001 Dec;13(12):2631-41</Citation><ArticleIdList><ArticleId IdType="pubmed">11752377</ArticleId></ArticleIdList></Reference><Reference><Citation>PLoS One. 2013 Nov 27;8(11):e82596</Citation><ArticleIdList><ArticleId IdType="pubmed">24312429</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Mol Biol. 2017 Mar;93(4-5):419-429</Citation><ArticleIdList><ArticleId IdType="pubmed">27987127</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2016 Feb;209(3):1067-82</Citation><ArticleIdList><ArticleId IdType="pubmed">26499329</ArticleId></ArticleIdList></Reference><Reference><Citation>Bioinformatics. 2017 Aug 15;33(16):2604-2606</Citation><ArticleIdList><ArticleId IdType="pubmed">28379299</ArticleId></ArticleIdList></Reference><Reference><Citation>Genetics. 2006 Mar;172(3):1915-26</Citation><ArticleIdList><ArticleId IdType="pubmed">16387885</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2014 Apr 29;5:173</Citation><ArticleIdList><ArticleId IdType="pubmed">24808904</ArticleId></ArticleIdList></Reference><Reference><Citation>PLoS One. 2012;7(4):e35933</Citation><ArticleIdList><ArticleId IdType="pubmed">22545148</ArticleId></ArticleIdList></Reference><Reference><Citation>Hortic Res. 2018 Sep 17;5:63</Citation><ArticleIdList><ArticleId IdType="pubmed">30245834</ArticleId></ArticleIdList></Reference><Reference><Citation>Nat Methods. 2014 Apr;11(4):407-9</Citation><ArticleIdList><ArticleId IdType="pubmed">24531419</ArticleId></ArticleIdList></Reference><Reference><Citation>PLoS Genet. 2013;9(1):e1003087</Citation><ArticleIdList><ArticleId IdType="pubmed">23382687</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Cell. 2008 Nov;20(11):3122-35</Citation><ArticleIdList><ArticleId IdType="pubmed">18984675</ArticleId></ArticleIdList></Reference><Reference><Citation>Proc Natl Acad Sci U S A. 2009 Jun 23;106(25):10343-7</Citation><ArticleIdList><ArticleId IdType="pubmed">19506250</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2010 Oct;188(2):515-32</Citation><ArticleIdList><ArticleId IdType="pubmed">20831625</ArticleId></ArticleIdList></Reference><Reference><Citation>Development. 2016 Jul 15;143(14):2536-40</Citation><ArticleIdList><ArticleId IdType="pubmed">27317803</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2012 Mar 28;3:59</Citation><ArticleIdList><ArticleId IdType="pubmed">22629278</ArticleId></ArticleIdList></Reference><Reference><Citation>Mol Plant. 2013 Sep;6(5):1405-18</Citation><ArticleIdList><ArticleId IdType="pubmed">23430046</ArticleId></ArticleIdList></Reference><Reference><Citation>Proc Natl Acad Sci U S A. 2011 Apr 12;108(15):6300-5</Citation><ArticleIdList><ArticleId IdType="pubmed">21444820</ArticleId></ArticleIdList></Reference><Reference><Citation>Nucleic Acids Res. 2012 Jan;40(Database issue):D1178-86</Citation><ArticleIdList><ArticleId IdType="pubmed">22110026</ArticleId></ArticleIdList></Reference><Reference><Citation>J Biol Chem. 2013 Mar 15;288(11):7519-27</Citation><ArticleIdList><ArticleId IdType="pubmed">23341468</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2016 Aug 03;7:1159</Citation><ArticleIdList><ArticleId IdType="pubmed">27536313</ArticleId></ArticleIdList></Reference><Reference><Citation>BMC Plant Biol. 2016 Apr 21;16:99</Citation><ArticleIdList><ArticleId IdType="pubmed">27101806</ArticleId></ArticleIdList></Reference><Reference><Citation>Proc Natl Acad Sci U S A. 2003 Aug 5;100(16):9440-5</Citation><ArticleIdList><ArticleId IdType="pubmed">12883005</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2006;170(4):807-18</Citation><ArticleIdList><ArticleId IdType="pubmed">16684240</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2020 Feb;225(3):1218-1233</Citation><ArticleIdList><ArticleId IdType="pubmed">31560799</ArticleId></ArticleIdList></Reference><Reference><Citation>New Phytol. 2019 Sep;223(4):1888-1903</Citation><ArticleIdList><ArticleId IdType="pubmed">31081152</ArticleId></ArticleIdList></Reference><Reference><Citation>Nat Cell Biol. 2012 Apr 01;14(5):548-54</Citation><ArticleIdList><ArticleId IdType="pubmed">22466366</ArticleId></ArticleIdList></Reference><Reference><Citation>BMC Plant Biol. 2007 Nov 06;7:59</Citation><ArticleIdList><ArticleId IdType="pubmed">17986329</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Cell Physiol. 2018 May 1;59(5):989-996</Citation><ArticleIdList><ArticleId IdType="pubmed">29444288</ArticleId></ArticleIdList></Reference><Reference><Citation>Sci Rep. 2017 Nov 21;7(1):15968</Citation><ArticleIdList><ArticleId IdType="pubmed">29162903</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant J. 1997 Mar;11(3):429-41</Citation><ArticleIdList><ArticleId IdType="pubmed">9107033</ArticleId></ArticleIdList></Reference><Reference><Citation>Plant Physiol. 2014 Apr;164(4):1600-18</Citation><ArticleIdList><ArticleId IdType="pubmed">24449709</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2017 Apr 18;8:537</Citation><ArticleIdList><ArticleId IdType="pubmed">28458674</ArticleId></ArticleIdList></Reference><Reference><Citation>Dev Cell. 2008 Apr;14(4):467-73</Citation><ArticleIdList><ArticleId IdType="pubmed">18410724</ArticleId></ArticleIdList></Reference><Reference><Citation>Proc Natl Acad Sci U S A. 2010 Dec 28;107(52):22740-4</Citation><ArticleIdList><ArticleId IdType="pubmed">21149713</ArticleId></ArticleIdList></Reference><Reference><Citation>BMC Genomics. 2015 Jan 23;16:24</Citation><ArticleIdList><ArticleId IdType="pubmed">25613058</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2018 Oct 08;9:1387</Citation><ArticleIdList><ArticleId IdType="pubmed">30349547</ArticleId></ArticleIdList></Reference><Reference><Citation>Front Plant Sci. 2018 Dec 21;9:1912</Citation><ArticleIdList><ArticleId IdType="pubmed">30622554</ArticleId></ArticleIdList></Reference><Reference><Citation>BMC Genomics. 2016 Sep 01;17:699</Citation><ArticleIdList><ArticleId IdType="pubmed">27580945</ArticleId></ArticleIdList></Reference><Reference><Citation>BMC Genomics. 2012 Jan 17;13:27</Citation><ArticleIdList><ArticleId IdType="pubmed">22251412</ArticleId></ArticleIdList></Reference><Reference><Citation>Biotechnol Biofuels. 2017 Feb 23;10:48</Citation><ArticleIdList><ArticleId IdType="pubmed">28250816</ArticleId></ArticleIdList></Reference></ReferenceList></PubmedData></pubmed><affiliations><list><country><li>États-Unis</li></country><region><li>Colorado</li><li>Floride</li><li>Tennessee</li><li>Virginie-Occidentale</li></region></list><tree><country name="États-Unis"><region name="Virginie-Occidentale"><name sortKey="Chhetri, Hari B" sort="Chhetri, Hari B" uniqKey="Chhetri H" first="Hari B" last="Chhetri">Hari B. Chhetri</name></region><name sortKey="Difazio, Stephen P" sort="Difazio, Stephen P" uniqKey="Difazio S" first="Stephen P" last="Difazio">Stephen P. Difazio</name><name sortKey="Furches, Anna" sort="Furches, Anna" uniqKey="Furches A" first="Anna" last="Furches">Anna Furches</name><name sortKey="Furches, Anna" sort="Furches, Anna" uniqKey="Furches A" first="Anna" last="Furches">Anna Furches</name><name sortKey="Harman Ware, Anne E" sort="Harman Ware, Anne E" uniqKey="Harman Ware A" first="Anne E" last="Harman-Ware">Anne E. Harman-Ware</name><name sortKey="Jacobson, Daniel" sort="Jacobson, Daniel" uniqKey="Jacobson D" first="Daniel" last="Jacobson">Daniel Jacobson</name><name sortKey="Jacobson, Daniel" sort="Jacobson, Daniel" uniqKey="Jacobson D" first="Daniel" last="Jacobson">Daniel Jacobson</name><name sortKey="Jones, Piet" sort="Jones, Piet" uniqKey="Jones P" first="Piet" last="Jones">Piet Jones</name><name sortKey="Jones, Piet" sort="Jones, Piet" uniqKey="Jones P" first="Piet" last="Jones">Piet Jones</name><name sortKey="Kainer, David" sort="Kainer, David" uniqKey="Kainer D" first="David" last="Kainer">David Kainer</name><name sortKey="Macaya Sanz, David" sort="Macaya Sanz, David" uniqKey="Macaya Sanz D" first="David" last="Macaya-Sanz">David Macaya-Sanz</name><name sortKey="Tschaplinski, Timothy J" sort="Tschaplinski, Timothy J" uniqKey="Tschaplinski T" first="Timothy J" last="Tschaplinski">Timothy J. Tschaplinski</name><name sortKey="Tuskan, Gerald A" sort="Tuskan, Gerald A" uniqKey="Tuskan G" first="Gerald A" last="Tuskan">Gerald A. Tuskan</name><name sortKey="Walker, Alejandro R" sort="Walker, Alejandro R" uniqKey="Walker A" first="Alejandro R" last="Walker">Alejandro R. Walker</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Bois/explor/PoplarV1/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000375 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 000375 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Bois
|area= PoplarV1
|flux= Main
|étape= Exploration
|type= RBID
|clé= pubmed:33013968
|texte= Genome-Wide Association Study of Wood Anatomical and Morphological Traits in Populus trichocarpa.
}}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Main/Exploration/RBID.i -Sk "pubmed:33013968" \
| HfdSelect -Kh $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd \
| NlmPubMed2Wicri -a PoplarV1
| This area was generated with Dilib version V0.6.37. |  |