Genetic architecture of growth traits in Populus revealed by integrated quantitative trait locus (QTL) analysis and association studies.
Identifieur interne : 001868 ( Main/Exploration ); précédent : 001867; suivant : 001869Genetic architecture of growth traits in Populus revealed by integrated quantitative trait locus (QTL) analysis and association studies.
Auteurs : Qingzhang Du [République populaire de Chine] ; Chenrui Gong [République populaire de Chine] ; Qingshi Wang [République populaire de Chine] ; Daling Zhou [République populaire de Chine] ; Haijiao Yang [République populaire de Chine] ; Wei Pan [République populaire de Chine] ; Bailian Li [République populaire de Chine, États-Unis] ; Deqiang Zhang [République populaire de Chine]Source :
- The New phytologist [ 1469-8137 ] ; 2016.
Descripteurs français
- KwdFr :
- Annotation de séquence moléculaire (MeSH), Biomasse (MeSH), Caractère quantitatif héréditaire (MeSH), Cartographie chromosomique (MeSH), Déséquilibre de liaison (génétique), Gènes de plante (MeSH), Liaison génétique (MeSH), Locus de caractère quantitatif (génétique), Modèles génétiques (MeSH), Polymorphisme de nucléotide simple (génétique), Populus (croissance et développement), Populus (génétique), Régulation de l'expression des gènes végétaux (MeSH), Réseaux de régulation génique (MeSH), Spécificité d'espèce (MeSH), Tiges de plante (croissance et développement), Tiges de plante (génétique), Épistasie (MeSH), Étude d'association pangénomique (MeSH), Études d'associations génétiques (MeSH).
- MESH :
- croissance et développement : Populus, Tiges de plante.
- génétique : Déséquilibre de liaison, Locus de caractère quantitatif, Polymorphisme de nucléotide simple, Populus, Tiges de plante.
- Annotation de séquence moléculaire, Biomasse, Caractère quantitatif héréditaire, Cartographie chromosomique, Gènes de plante, Liaison génétique, Modèles génétiques, Régulation de l'expression des gènes végétaux, Réseaux de régulation génique, Spécificité d'espèce, Épistasie, Étude d'association pangénomique, Études d'associations génétiques.
English descriptors
- KwdEn :
- Biomass (MeSH), Chromosome Mapping (MeSH), Epistasis, Genetic (MeSH), Gene Expression Regulation, Plant (MeSH), Gene Regulatory Networks (MeSH), Genes, Plant (MeSH), Genetic Association Studies (MeSH), Genetic Linkage (MeSH), Genome-Wide Association Study (MeSH), Linkage Disequilibrium (genetics), Models, Genetic (MeSH), Molecular Sequence Annotation (MeSH), Plant Stems (genetics), Plant Stems (growth & development), Polymorphism, Single Nucleotide (genetics), Populus (genetics), Populus (growth & development), Quantitative Trait Loci (genetics), Quantitative Trait, Heritable (MeSH), Species Specificity (MeSH).
- MESH :
- genetics : Linkage Disequilibrium, Plant Stems, Polymorphism, Single Nucleotide, Populus, Quantitative Trait Loci.
- growth & development : Plant Stems, Populus.
- Biomass, Chromosome Mapping, Epistasis, Genetic, Gene Expression Regulation, Plant, Gene Regulatory Networks, Genes, Plant, Genetic Association Studies, Genetic Linkage, Genome-Wide Association Study, Models, Genetic, Molecular Sequence Annotation, Quantitative Trait, Heritable, Species Specificity.
Abstract
Deciphering the genetic architecture underlying polygenic traits in perennial species can inform molecular marker-assisted breeding. Recent advances in high-throughput sequencing have enabled strategies that integrate linkage-linkage disequilibrium (LD) mapping in Populus. We used an integrated method of quantitative trait locus (QTL) dissection with a high-resolution linkage map and multi-gene association mapping to decipher the nature of genetic architecture (additive, dominant, and epistatic effects) of potential QTLs for growth traits in a Populus linkage population (1200 progeny) and a natural population (435 individuals). Seventeen QTLs for tree height, diameter at breast height, and stem volume mapped to 11 linkage groups (logarithm of odds (LOD) ≥ 2.5), and explained 2.7-18.5% of the phenotypic variance. After comparative mapping and transcriptome analysis, 187 expressed genes (10 046 common single nucleotide polymorphisms (SNPs)) were selected from the segmental homology regions (SHRs) of 13 QTLs. Using multi-gene association models, we observed 202 significant SNPs in 63 promising genes from 10 QTLs (P ≤ 0.0001; FDR ≤ 0.10) that exhibited reproducible associations with additive/dominant effects, and further determined 11 top-ranked genes tightly linked to the QTLs. Epistasis analysis uncovered a uniquely interconnected gene-gene network for each trait. This study opens up opportunities to uncover the causal networks of interacting genes in plants using an integrated linkage-LD mapping approach.
DOI: 10.1111/nph.13695
PubMed: 26499329
Affiliations:
Links toward previous steps (curation, corpus...)
Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Genetic architecture of growth traits in Populus revealed by integrated quantitative trait locus (QTL) analysis and association studies.</title><author><name sortKey="Du, Qingzhang" sort="Du, Qingzhang" uniqKey="Du Q" first="Qingzhang" last="Du">Qingzhang Du</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Gong, Chenrui" sort="Gong, Chenrui" uniqKey="Gong C" first="Chenrui" last="Gong">Chenrui Gong</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Wang, Qingshi" sort="Wang, Qingshi" uniqKey="Wang Q" first="Qingshi" last="Wang">Qingshi Wang</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Zhou, Daling" sort="Zhou, Daling" uniqKey="Zhou D" first="Daling" last="Zhou">Daling Zhou</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Yang, Haijiao" sort="Yang, Haijiao" uniqKey="Yang H" first="Haijiao" last="Yang">Haijiao Yang</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Pan, Wei" sort="Pan, Wei" uniqKey="Pan W" first="Wei" last="Pan">Wei Pan</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Li, Bailian" sort="Li, Bailian" uniqKey="Li B" first="Bailian" last="Li">Bailian Li</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Department of Forestry, North Carolina State University, Raleigh, NC, 27695-8203, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Forestry, North Carolina State University, Raleigh, NC, 27695-8203</wicri:regionArea><wicri:noRegion>27695-8203</wicri:noRegion></affiliation></author><author><name sortKey="Zhang, Deqiang" sort="Zhang, Deqiang" uniqKey="Zhang D" first="Deqiang" last="Zhang">Deqiang Zhang</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PubMed</idno><date when="2016">2016</date><idno type="RBID">pubmed:26499329</idno><idno type="pmid">26499329</idno><idno type="doi">10.1111/nph.13695</idno><idno type="wicri:Area/Main/Corpus">001A59</idno><idno type="wicri:explorRef" wicri:stream="Main" wicri:step="Corpus" wicri:corpus="PubMed">001A59</idno><idno type="wicri:Area/Main/Curation">001A59</idno><idno type="wicri:explorRef" wicri:stream="Main" wicri:step="Curation">001A59</idno><idno type="wicri:Area/Main/Exploration">001A59</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Genetic architecture of growth traits in Populus revealed by integrated quantitative trait locus (QTL) analysis and association studies.</title><author><name sortKey="Du, Qingzhang" sort="Du, Qingzhang" uniqKey="Du Q" first="Qingzhang" last="Du">Qingzhang Du</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Gong, Chenrui" sort="Gong, Chenrui" uniqKey="Gong C" first="Chenrui" last="Gong">Chenrui Gong</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Wang, Qingshi" sort="Wang, Qingshi" uniqKey="Wang Q" first="Qingshi" last="Wang">Qingshi Wang</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Zhou, Daling" sort="Zhou, Daling" uniqKey="Zhou D" first="Daling" last="Zhou">Daling Zhou</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Yang, Haijiao" sort="Yang, Haijiao" uniqKey="Yang H" first="Haijiao" last="Yang">Haijiao Yang</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Pan, Wei" sort="Pan, Wei" uniqKey="Pan W" first="Wei" last="Pan">Wei Pan</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author><author><name sortKey="Li, Bailian" sort="Li, Bailian" uniqKey="Li B" first="Bailian" last="Li">Bailian Li</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Department of Forestry, North Carolina State University, Raleigh, NC, 27695-8203, USA.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Forestry, North Carolina State University, Raleigh, NC, 27695-8203</wicri:regionArea><wicri:noRegion>27695-8203</wicri:noRegion></affiliation></author><author><name sortKey="Zhang, Deqiang" sort="Zhang, Deqiang" uniqKey="Zhang D" first="Deqiang" last="Zhang">Deqiang Zhang</name><affiliation wicri:level="1"><nlm:affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation><affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083</wicri:regionArea><wicri:noRegion>100083</wicri:noRegion></affiliation></author></analytic><series><title level="j">The New phytologist</title><idno type="eISSN">1469-8137</idno><imprint><date when="2016" type="published">2016</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Biomass (MeSH)</term><term>Chromosome Mapping (MeSH)</term><term>Epistasis, Genetic (MeSH)</term><term>Gene Expression Regulation, Plant (MeSH)</term><term>Gene Regulatory Networks (MeSH)</term><term>Genes, Plant (MeSH)</term><term>Genetic Association Studies (MeSH)</term><term>Genetic Linkage (MeSH)</term><term>Genome-Wide Association Study (MeSH)</term><term>Linkage Disequilibrium (genetics)</term><term>Models, Genetic (MeSH)</term><term>Molecular Sequence Annotation (MeSH)</term><term>Plant Stems (genetics)</term><term>Plant Stems (growth & development)</term><term>Polymorphism, Single Nucleotide (genetics)</term><term>Populus (genetics)</term><term>Populus (growth & development)</term><term>Quantitative Trait Loci (genetics)</term><term>Quantitative Trait, Heritable (MeSH)</term><term>Species Specificity (MeSH)</term></keywords><keywords scheme="KwdFr" xml:lang="fr"><term>Annotation de séquence moléculaire (MeSH)</term><term>Biomasse (MeSH)</term><term>Caractère quantitatif héréditaire (MeSH)</term><term>Cartographie chromosomique (MeSH)</term><term>Déséquilibre de liaison (génétique)</term><term>Gènes de plante (MeSH)</term><term>Liaison génétique (MeSH)</term><term>Locus de caractère quantitatif (génétique)</term><term>Modèles génétiques (MeSH)</term><term>Polymorphisme de nucléotide simple (génétique)</term><term>Populus (croissance et développement)</term><term>Populus (génétique)</term><term>Régulation de l'expression des gènes végétaux (MeSH)</term><term>Réseaux de régulation génique (MeSH)</term><term>Spécificité d'espèce (MeSH)</term><term>Tiges de plante (croissance et développement)</term><term>Tiges de plante (génétique)</term><term>Épistasie (MeSH)</term><term>Étude d'association pangénomique (MeSH)</term><term>Études d'associations génétiques (MeSH)</term></keywords><keywords scheme="MESH" qualifier="croissance et développement" xml:lang="fr"><term>Populus</term><term>Tiges de plante</term></keywords><keywords scheme="MESH" qualifier="genetics" xml:lang="en"><term>Linkage Disequilibrium</term><term>Plant Stems</term><term>Polymorphism, Single Nucleotide</term><term>Populus</term><term>Quantitative Trait Loci</term></keywords><keywords scheme="MESH" qualifier="growth & development" xml:lang="en"><term>Plant Stems</term><term>Populus</term></keywords><keywords scheme="MESH" qualifier="génétique" xml:lang="fr"><term>Déséquilibre de liaison</term><term>Locus de caractère quantitatif</term><term>Polymorphisme de nucléotide simple</term><term>Populus</term><term>Tiges de plante</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Biomass</term><term>Chromosome Mapping</term><term>Epistasis, Genetic</term><term>Gene Expression Regulation, Plant</term><term>Gene Regulatory Networks</term><term>Genes, Plant</term><term>Genetic Association Studies</term><term>Genetic Linkage</term><term>Genome-Wide Association Study</term><term>Models, Genetic</term><term>Molecular Sequence Annotation</term><term>Quantitative Trait, Heritable</term><term>Species Specificity</term></keywords><keywords scheme="MESH" xml:lang="fr"><term>Annotation de séquence moléculaire</term><term>Biomasse</term><term>Caractère quantitatif héréditaire</term><term>Cartographie chromosomique</term><term>Gènes de plante</term><term>Liaison génétique</term><term>Modèles génétiques</term><term>Régulation de l'expression des gènes végétaux</term><term>Réseaux de régulation génique</term><term>Spécificité d'espèce</term><term>Épistasie</term><term>Étude d'association pangénomique</term><term>Études d'associations génétiques</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Deciphering the genetic architecture underlying polygenic traits in perennial species can inform molecular marker-assisted breeding. Recent advances in high-throughput sequencing have enabled strategies that integrate linkage-linkage disequilibrium (LD) mapping in Populus. We used an integrated method of quantitative trait locus (QTL) dissection with a high-resolution linkage map and multi-gene association mapping to decipher the nature of genetic architecture (additive, dominant, and epistatic effects) of potential QTLs for growth traits in a Populus linkage population (1200 progeny) and a natural population (435 individuals). Seventeen QTLs for tree height, diameter at breast height, and stem volume mapped to 11 linkage groups (logarithm of odds (LOD) ≥ 2.5), and explained 2.7-18.5% of the phenotypic variance. After comparative mapping and transcriptome analysis, 187 expressed genes (10 046 common single nucleotide polymorphisms (SNPs)) were selected from the segmental homology regions (SHRs) of 13 QTLs. Using multi-gene association models, we observed 202 significant SNPs in 63 promising genes from 10 QTLs (P ≤ 0.0001; FDR ≤ 0.10) that exhibited reproducible associations with additive/dominant effects, and further determined 11 top-ranked genes tightly linked to the QTLs. Epistasis analysis uncovered a uniquely interconnected gene-gene network for each trait. This study opens up opportunities to uncover the causal networks of interacting genes in plants using an integrated linkage-LD mapping approach.</div></front></TEI><pubmed><MedlineCitation Status="MEDLINE" Owner="NLM"><PMID Version="1">26499329</PMID><DateCompleted><Year>2016</Year><Month>12</Month><Day>13</Day></DateCompleted><DateRevised><Year>2020</Year><Month>09</Month><Day>30</Day></DateRevised><Article PubModel="Print-Electronic"><Journal><ISSN IssnType="Electronic">1469-8137</ISSN><JournalIssue CitedMedium="Internet"><Volume>209</Volume><Issue>3</Issue><PubDate><Year>2016</Year><Month>Feb</Month></PubDate></JournalIssue><Title>The New phytologist</Title><ISOAbbreviation>New Phytol</ISOAbbreviation></Journal><ArticleTitle>Genetic architecture of growth traits in Populus revealed by integrated quantitative trait locus (QTL) analysis and association studies.</ArticleTitle><Pagination><MedlinePgn>1067-82</MedlinePgn></Pagination><ELocationID EIdType="doi" ValidYN="Y">10.1111/nph.13695</ELocationID><Abstract><AbstractText>Deciphering the genetic architecture underlying polygenic traits in perennial species can inform molecular marker-assisted breeding. Recent advances in high-throughput sequencing have enabled strategies that integrate linkage-linkage disequilibrium (LD) mapping in Populus. We used an integrated method of quantitative trait locus (QTL) dissection with a high-resolution linkage map and multi-gene association mapping to decipher the nature of genetic architecture (additive, dominant, and epistatic effects) of potential QTLs for growth traits in a Populus linkage population (1200 progeny) and a natural population (435 individuals). Seventeen QTLs for tree height, diameter at breast height, and stem volume mapped to 11 linkage groups (logarithm of odds (LOD) ≥ 2.5), and explained 2.7-18.5% of the phenotypic variance. After comparative mapping and transcriptome analysis, 187 expressed genes (10 046 common single nucleotide polymorphisms (SNPs)) were selected from the segmental homology regions (SHRs) of 13 QTLs. Using multi-gene association models, we observed 202 significant SNPs in 63 promising genes from 10 QTLs (P ≤ 0.0001; FDR ≤ 0.10) that exhibited reproducible associations with additive/dominant effects, and further determined 11 top-ranked genes tightly linked to the QTLs. Epistasis analysis uncovered a uniquely interconnected gene-gene network for each trait. This study opens up opportunities to uncover the causal networks of interacting genes in plants using an integrated linkage-LD mapping approach.</AbstractText><CopyrightInformation>© 2015 The Authors. New Phytologist © 2015 New Phytologist Trust.</CopyrightInformation></Abstract><AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Du</LastName><ForeName>Qingzhang</ForeName><Initials>Q</Initials><AffiliationInfo><Affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Gong</LastName><ForeName>Chenrui</ForeName><Initials>C</Initials><AffiliationInfo><Affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Wang</LastName><ForeName>Qingshi</ForeName><Initials>Q</Initials><AffiliationInfo><Affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Zhou</LastName><ForeName>Daling</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Yang</LastName><ForeName>Haijiao</ForeName><Initials>H</Initials><AffiliationInfo><Affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Pan</LastName><ForeName>Wei</ForeName><Initials>W</Initials><AffiliationInfo><Affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Li</LastName><ForeName>Bailian</ForeName><Initials>B</Initials><AffiliationInfo><Affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Department of Forestry, North Carolina State University, Raleigh, NC, 27695-8203, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Zhang</LastName><ForeName>Deqiang</ForeName><Initials>D</Initials><AffiliationInfo><Affiliation>National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, No. 35, Qinghua East Road, Beijing, 100083, China.</Affiliation></AffiliationInfo></Author></AuthorList><Language>eng</Language><PublicationTypeList><PublicationType UI="D016428">Journal Article</PublicationType><PublicationType UI="D013485">Research Support, Non-U.S. Gov't</PublicationType></PublicationTypeList><ArticleDate DateType="Electronic"><Year>2015</Year><Month>10</Month><Day>26</Day></ArticleDate></Article><MedlineJournalInfo><Country>England</Country><MedlineTA>New Phytol</MedlineTA><NlmUniqueID>9882884</NlmUniqueID><ISSNLinking>0028-646X</ISSNLinking></MedlineJournalInfo><CitationSubset>IM</CitationSubset><MeshHeadingList><MeshHeading><DescriptorName UI="D018533" MajorTopicYN="N">Biomass</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D002874" MajorTopicYN="N">Chromosome Mapping</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D004843" MajorTopicYN="N">Epistasis, Genetic</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D018506" MajorTopicYN="N">Gene Expression Regulation, Plant</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D053263" MajorTopicYN="N">Gene Regulatory Networks</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D017343" MajorTopicYN="N">Genes, Plant</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D056726" MajorTopicYN="N">Genetic Association Studies</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D008040" MajorTopicYN="N">Genetic Linkage</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D055106" MajorTopicYN="Y">Genome-Wide Association Study</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D015810" MajorTopicYN="N">Linkage Disequilibrium</DescriptorName><QualifierName UI="Q000235" MajorTopicYN="N">genetics</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D008957" MajorTopicYN="N">Models, Genetic</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D058977" MajorTopicYN="N">Molecular Sequence Annotation</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D018547" MajorTopicYN="N">Plant Stems</DescriptorName><QualifierName UI="Q000235" MajorTopicYN="N">genetics</QualifierName><QualifierName UI="Q000254" MajorTopicYN="N">growth & development</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D020641" MajorTopicYN="N">Polymorphism, Single Nucleotide</DescriptorName><QualifierName UI="Q000235" MajorTopicYN="N">genetics</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D032107" MajorTopicYN="N">Populus</DescriptorName><QualifierName UI="Q000235" MajorTopicYN="Y">genetics</QualifierName><QualifierName UI="Q000254" MajorTopicYN="Y">growth & development</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D040641" MajorTopicYN="N">Quantitative Trait Loci</DescriptorName><QualifierName UI="Q000235" MajorTopicYN="Y">genetics</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D019655" MajorTopicYN="Y">Quantitative Trait, Heritable</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D013045" MajorTopicYN="N">Species Specificity</DescriptorName></MeshHeading></MeshHeadingList><KeywordList Owner="NOTNLM"><Keyword MajorTopicYN="N">Populus reference genome</Keyword><Keyword MajorTopicYN="N">association genetics</Keyword><Keyword MajorTopicYN="N">epistatic networks</Keyword><Keyword MajorTopicYN="N">gene mapping</Keyword><Keyword MajorTopicYN="N">quantitative trait locus (QTL) dissection</Keyword><Keyword MajorTopicYN="N">transcriptome analysis</Keyword></KeywordList></MedlineCitation><PubmedData><History><PubMedPubDate PubStatus="received"><Year>2015</Year><Month>05</Month><Day>28</Day></PubMedPubDate><PubMedPubDate PubStatus="accepted"><Year>2015</Year><Month>09</Month><Day>02</Day></PubMedPubDate><PubMedPubDate PubStatus="entrez"><Year>2015</Year><Month>10</Month><Day>27</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="pubmed"><Year>2015</Year><Month>10</Month><Day>27</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="medline"><Year>2016</Year><Month>12</Month><Day>15</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate></History><PublicationStatus>ppublish</PublicationStatus><ArticleIdList><ArticleId IdType="pubmed">26499329</ArticleId><ArticleId IdType="doi">10.1111/nph.13695</ArticleId></ArticleIdList></PubmedData></pubmed><affiliations><list><country><li>République populaire de Chine</li><li>États-Unis</li></country></list><tree><country name="République populaire de Chine"><noRegion><name sortKey="Du, Qingzhang" sort="Du, Qingzhang" uniqKey="Du Q" first="Qingzhang" last="Du">Qingzhang Du</name></noRegion><name sortKey="Du, Qingzhang" sort="Du, Qingzhang" uniqKey="Du Q" first="Qingzhang" last="Du">Qingzhang Du</name><name sortKey="Gong, Chenrui" sort="Gong, Chenrui" uniqKey="Gong C" first="Chenrui" last="Gong">Chenrui Gong</name><name sortKey="Gong, Chenrui" sort="Gong, Chenrui" uniqKey="Gong C" first="Chenrui" last="Gong">Chenrui Gong</name><name sortKey="Li, Bailian" sort="Li, Bailian" uniqKey="Li B" first="Bailian" last="Li">Bailian Li</name><name sortKey="Li, Bailian" sort="Li, Bailian" uniqKey="Li B" first="Bailian" last="Li">Bailian Li</name><name sortKey="Pan, Wei" sort="Pan, Wei" uniqKey="Pan W" first="Wei" last="Pan">Wei Pan</name><name sortKey="Pan, Wei" sort="Pan, Wei" uniqKey="Pan W" first="Wei" last="Pan">Wei Pan</name><name sortKey="Wang, Qingshi" sort="Wang, Qingshi" uniqKey="Wang Q" first="Qingshi" last="Wang">Qingshi Wang</name><name sortKey="Wang, Qingshi" sort="Wang, Qingshi" uniqKey="Wang Q" first="Qingshi" last="Wang">Qingshi Wang</name><name sortKey="Yang, Haijiao" sort="Yang, Haijiao" uniqKey="Yang H" first="Haijiao" last="Yang">Haijiao Yang</name><name sortKey="Yang, Haijiao" sort="Yang, Haijiao" uniqKey="Yang H" first="Haijiao" last="Yang">Haijiao Yang</name><name sortKey="Zhang, Deqiang" sort="Zhang, Deqiang" uniqKey="Zhang D" first="Deqiang" last="Zhang">Deqiang Zhang</name><name sortKey="Zhang, Deqiang" sort="Zhang, Deqiang" uniqKey="Zhang D" first="Deqiang" last="Zhang">Deqiang Zhang</name><name sortKey="Zhou, Daling" sort="Zhou, Daling" uniqKey="Zhou D" first="Daling" last="Zhou">Daling Zhou</name><name sortKey="Zhou, Daling" sort="Zhou, Daling" uniqKey="Zhou D" first="Daling" last="Zhou">Daling Zhou</name></country><country name="États-Unis"><noRegion><name sortKey="Li, Bailian" sort="Li, Bailian" uniqKey="Li B" first="Bailian" last="Li">Bailian Li</name></noRegion></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 001868 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 001868 | 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:26499329
|texte= Genetic architecture of growth traits in Populus revealed by integrated quantitative trait locus (QTL) analysis and association studies.
}}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Main/Exploration/RBID.i -Sk "pubmed:26499329" \
| HfdSelect -Kh $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd \
| NlmPubMed2Wicri -a PoplarV1
| This area was generated with Dilib version V0.6.37. |  |