PoplarV1, Main, Exploration, bibRecord, 000A59

Comprehensive dissection of transcript and metabolite shifts during seed germination and post-germination stages in poplar.

Identifieur interne : 000A59 ( Main/Exploration ); précédent : 000A58; suivant : 000A60

Comprehensive dissection of transcript and metabolite shifts during seed germination and post-germination stages in poplar.

Auteurs : Chunpu Qu [République populaire de Chine] ; Zhuang Zuo [République populaire de Chine] ; Lina Cao [République populaire de Chine] ; Jiahuan Huang [République populaire de Chine] ; Xue Sun [République populaire de Chine] ; Peng Zhang [République populaire de Chine] ; Chengjun Yang [République populaire de Chine] ; Lixin Li [République populaire de Chine] ; Zhiru Xu [République populaire de Chine] ; Guanjun Liu [République populaire de Chine]

Source :

BMC plant biology [ 1471-2229 ] ; 2019.

RBID : pubmed:31242858

Descripteurs français

KwdFr :
- Analyse de profil d'expression de gènes (MeSH), Facteurs de transcription (génétique), Facteurs de transcription (métabolisme), Germination (génétique), Graines (croissance et développement), Graines (génétique), Populus (croissance et développement), Populus (génétique), Protéines végétales (génétique), Protéines végétales (métabolisme), Régulation de l'expression des gènes végétaux (MeSH).
MESH :
- croissance et développement : Graines, Populus.
- génétique : Facteurs de transcription, Germination, Graines, Populus, Protéines végétales.
- métabolisme : Facteurs de transcription, Protéines végétales.
- Analyse de profil d'expression de gènes, Régulation de l'expression des gènes végétaux.

English descriptors

KwdEn :
- Gene Expression Profiling (MeSH), Gene Expression Regulation, Plant (MeSH), Germination (genetics), Plant Proteins (genetics), Plant Proteins (metabolism), Populus (genetics), Populus (growth & development), Seeds (genetics), Seeds (growth & development), Transcription Factors (genetics), Transcription Factors (metabolism).
MESH :
- chemical , genetics : Plant Proteins, Transcription Factors.
- genetics : Germination, Populus, Seeds.
- growth & development : Populus, Seeds.
- chemical , metabolism : Plant Proteins, Transcription Factors.
- Gene Expression Profiling, Gene Expression Regulation, Plant.

Abstract

BACKGROUND

Seed germination, a complex, physiological-morphogenetic process, is a critical stage in the life cycle of plants. Biological changes in germinating seeds have not been investigated in poplar, a model woody plant.

RESULTS

In this study, we exploited next-generation sequencing and metabolomics analysis and uncovered a series of significantly different genes and metabolites at various stages of seed germination and post germination. The K-means method was used to identify multiple transcription factors, including AP2/EREBP, DOF, and YABBY, involved in specific seed germination and post-germination stages. A weighted gene coexpression network analysis revealed that cell wall, amino acid metabolism, and transport-related pathways were significantly enriched during stages 3 and 5, with no significant enrichment observed in primary metabolic processes such as glycolysis and the tricarboxylic acid cycle. A metabolomics analysis detected significant changes in intermediate metabolites in these primary metabolic processes, while a targeted correlation network analysis identified the gene family members most relevant to these changing metabolites.

CONCLUSIONS

Taken together, our results provide important insights into the molecular networks underlying poplar seed germination and post-germination processes. The targeted correlation network analysis approach developed in this study can be applied to search for key candidate genes in specific biochemical reactions and represents a new strategy for joint multiomics analyses.

DOI: 10.1186/s12870-019-1862-3
PubMed: 31242858
PubMed Central: PMC6595626

Affiliations:

République populaire de Chine

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

to stream Main, to step Corpus: 000822
to stream Main, to step Curation: 000822

Le document en format XML

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<sourceDesc><biblStruct><analytic><title xml:lang="en">Comprehensive dissection of transcript and metabolite shifts during seed germination and post-germination stages in poplar.</title>
<author><name sortKey="Qu, Chunpu" sort="Qu, Chunpu" uniqKey="Qu C" first="Chunpu" last="Qu">Chunpu Qu</name>
<affiliation wicri:level="1"><nlm:affiliation>State Key Laboratory of Tree Genetics and Breeding (Northeast Forestry University), School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</nlm:affiliation>
<country xml:lang="fr">République populaire de Chine</country>
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<affiliation wicri:level="1"><nlm:affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</nlm:affiliation>
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<author><name sortKey="Zuo, Zhuang" sort="Zuo, Zhuang" uniqKey="Zuo Z" first="Zhuang" last="Zuo">Zhuang Zuo</name>
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<author><name sortKey="Huang, Jiahuan" sort="Huang, Jiahuan" uniqKey="Huang J" first="Jiahuan" last="Huang">Jiahuan Huang</name>
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<wicri:regionArea>College of Life Science, Northeast Forestry University, Harbin, 150040</wicri:regionArea>
<wicri:noRegion>150040</wicri:noRegion>
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<author><name sortKey="Sun, Xue" sort="Sun, Xue" uniqKey="Sun X" first="Xue" last="Sun">Xue Sun</name>
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<country xml:lang="fr">République populaire de Chine</country>
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<wicri:noRegion>150040</wicri:noRegion>
</affiliation>
<affiliation wicri:level="1"><nlm:affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</nlm:affiliation>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>School of Forestry, Northeast Forestry University, Harbin, 150040</wicri:regionArea>
<wicri:noRegion>150040</wicri:noRegion>
</affiliation>
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<author><name sortKey="Zhang, Peng" sort="Zhang, Peng" uniqKey="Zhang P" first="Peng" last="Zhang">Peng Zhang</name>
<affiliation wicri:level="1"><nlm:affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</nlm:affiliation>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>School of Forestry, Northeast Forestry University, Harbin, 150040</wicri:regionArea>
<wicri:noRegion>150040</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Yang, Chengjun" sort="Yang, Chengjun" uniqKey="Yang C" first="Chengjun" last="Yang">Chengjun Yang</name>
<affiliation wicri:level="1"><nlm:affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</nlm:affiliation>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>School of Forestry, Northeast Forestry University, Harbin, 150040</wicri:regionArea>
<wicri:noRegion>150040</wicri:noRegion>
</affiliation>
</author>
<author><name sortKey="Li, Lixin" sort="Li, Lixin" uniqKey="Li L" first="Lixin" last="Li">Lixin Li</name>
<affiliation wicri:level="1"><nlm:affiliation>Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, Alkali Soil Natural Environmental Science Center, Northeast Forestry University, Harbin, 150040, People's Republic of China.</nlm:affiliation>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, Alkali Soil Natural Environmental Science Center, Northeast Forestry University, Harbin, 150040</wicri:regionArea>
<wicri:noRegion>150040</wicri:noRegion>
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</author>
<author><name sortKey="Xu, Zhiru" sort="Xu, Zhiru" uniqKey="Xu Z" first="Zhiru" last="Xu">Zhiru Xu</name>
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<wicri:noRegion>150040</wicri:noRegion>
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<affiliation wicri:level="1"><nlm:affiliation>College of Life Science, Northeast Forestry University, Harbin, 150040, People's Republic of China. xuzhiru2003@126.com.</nlm:affiliation>
<country xml:lang="fr">République populaire de Chine</country>
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<author><name sortKey="Liu, Guanjun" sort="Liu, Guanjun" uniqKey="Liu G" first="Guanjun" last="Liu">Guanjun Liu</name>
<affiliation wicri:level="1"><nlm:affiliation>State Key Laboratory of Tree Genetics and Breeding (Northeast Forestry University), School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China. liuguanjun2013@nefu.edu.cn.</nlm:affiliation>
<country xml:lang="fr">République populaire de Chine</country>
<wicri:regionArea>State Key Laboratory of Tree Genetics and Breeding (Northeast Forestry University), School of Forestry, Northeast Forestry University, Harbin, 150040</wicri:regionArea>
<wicri:noRegion>150040</wicri:noRegion>
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<affiliation wicri:level="1"><nlm:affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China. liuguanjun2013@nefu.edu.cn.</nlm:affiliation>
<country xml:lang="fr">République populaire de Chine</country>
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<series><title level="j">BMC plant biology</title>
<idno type="eISSN">1471-2229</idno>
<imprint><date when="2019" type="published">2019</date>
</imprint>
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<profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Gene Expression Profiling (MeSH)</term>
<term>Gene Expression Regulation, Plant (MeSH)</term>
<term>Germination (genetics)</term>
<term>Plant Proteins (genetics)</term>
<term>Plant Proteins (metabolism)</term>
<term>Populus (genetics)</term>
<term>Populus (growth & development)</term>
<term>Seeds (genetics)</term>
<term>Seeds (growth & development)</term>
<term>Transcription Factors (genetics)</term>
<term>Transcription Factors (metabolism)</term>
</keywords>
<keywords scheme="KwdFr" xml:lang="fr"><term>Analyse de profil d'expression de gènes (MeSH)</term>
<term>Facteurs de transcription (génétique)</term>
<term>Facteurs de transcription (métabolisme)</term>
<term>Germination (génétique)</term>
<term>Graines (croissance et développement)</term>
<term>Graines (génétique)</term>
<term>Populus (croissance et développement)</term>
<term>Populus (génétique)</term>
<term>Protéines végétales (génétique)</term>
<term>Protéines végétales (métabolisme)</term>
<term>Régulation de l'expression des gènes végétaux (MeSH)</term>
</keywords>
<keywords scheme="MESH" type="chemical" qualifier="genetics" xml:lang="en"><term>Plant Proteins</term>
<term>Transcription Factors</term>
</keywords>
<keywords scheme="MESH" qualifier="croissance et développement" xml:lang="fr"><term>Graines</term>
<term>Populus</term>
</keywords>
<keywords scheme="MESH" qualifier="genetics" xml:lang="en"><term>Germination</term>
<term>Populus</term>
<term>Seeds</term>
</keywords>
<keywords scheme="MESH" qualifier="growth & development" xml:lang="en"><term>Populus</term>
<term>Seeds</term>
</keywords>
<keywords scheme="MESH" qualifier="génétique" xml:lang="fr"><term>Facteurs de transcription</term>
<term>Germination</term>
<term>Graines</term>
<term>Populus</term>
<term>Protéines végétales</term>
</keywords>
<keywords scheme="MESH" type="chemical" qualifier="metabolism" xml:lang="en"><term>Plant Proteins</term>
<term>Transcription Factors</term>
</keywords>
<keywords scheme="MESH" qualifier="métabolisme" xml:lang="fr"><term>Facteurs de transcription</term>
<term>Protéines végétales</term>
</keywords>
<keywords scheme="MESH" xml:lang="en"><term>Gene Expression Profiling</term>
<term>Gene Expression Regulation, Plant</term>
</keywords>
<keywords scheme="MESH" xml:lang="fr"><term>Analyse de profil d'expression de gènes</term>
<term>Régulation de l'expression des gènes végétaux</term>
</keywords>
</textClass>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en"><p><b>BACKGROUND</b>
</p>
<p>Seed germination, a complex, physiological-morphogenetic process, is a critical stage in the life cycle of plants. Biological changes in germinating seeds have not been investigated in poplar, a model woody plant.</p>
</div>
<div type="abstract" xml:lang="en"><p><b>RESULTS</b>
</p>
<p>In this study, we exploited next-generation sequencing and metabolomics analysis and uncovered a series of significantly different genes and metabolites at various stages of seed germination and post germination. The K-means method was used to identify multiple transcription factors, including AP2/EREBP, DOF, and YABBY, involved in specific seed germination and post-germination stages. A weighted gene coexpression network analysis revealed that cell wall, amino acid metabolism, and transport-related pathways were significantly enriched during stages 3 and 5, with no significant enrichment observed in primary metabolic processes such as glycolysis and the tricarboxylic acid cycle. A metabolomics analysis detected significant changes in intermediate metabolites in these primary metabolic processes, while a targeted correlation network analysis identified the gene family members most relevant to these changing metabolites.</p>
</div>
<div type="abstract" xml:lang="en"><p><b>CONCLUSIONS</b>
</p>
<p>Taken together, our results provide important insights into the molecular networks underlying poplar seed germination and post-germination processes. The targeted correlation network analysis approach developed in this study can be applied to search for key candidate genes in specific biochemical reactions and represents a new strategy for joint multiomics analyses.</p>
</div>
</front>
</TEI>
<pubmed><MedlineCitation Status="MEDLINE" Owner="NLM"><PMID Version="1">31242858</PMID>
<DateCompleted><Year>2019</Year>
<Month>08</Month>
<Day>02</Day>
</DateCompleted>
<DateRevised><Year>2020</Year>
<Month>02</Month>
<Day>25</Day>
</DateRevised>
<Article PubModel="Electronic"><Journal><ISSN IssnType="Electronic">1471-2229</ISSN>
<JournalIssue CitedMedium="Internet"><Volume>19</Volume>
<Issue>1</Issue>
<PubDate><Year>2019</Year>
<Month>Jun</Month>
<Day>26</Day>
</PubDate>
</JournalIssue>
<Title>BMC plant biology</Title>
<ISOAbbreviation>BMC Plant Biol</ISOAbbreviation>
</Journal>
<ArticleTitle>Comprehensive dissection of transcript and metabolite shifts during seed germination and post-germination stages in poplar.</ArticleTitle>
<Pagination><MedlinePgn>279</MedlinePgn>
</Pagination>
<ELocationID EIdType="doi" ValidYN="Y">10.1186/s12870-019-1862-3</ELocationID>
<Abstract><AbstractText Label="BACKGROUND" NlmCategory="BACKGROUND">Seed germination, a complex, physiological-morphogenetic process, is a critical stage in the life cycle of plants. Biological changes in germinating seeds have not been investigated in poplar, a model woody plant.</AbstractText>
<AbstractText Label="RESULTS" NlmCategory="RESULTS">In this study, we exploited next-generation sequencing and metabolomics analysis and uncovered a series of significantly different genes and metabolites at various stages of seed germination and post germination. The K-means method was used to identify multiple transcription factors, including AP2/EREBP, DOF, and YABBY, involved in specific seed germination and post-germination stages. A weighted gene coexpression network analysis revealed that cell wall, amino acid metabolism, and transport-related pathways were significantly enriched during stages 3 and 5, with no significant enrichment observed in primary metabolic processes such as glycolysis and the tricarboxylic acid cycle. A metabolomics analysis detected significant changes in intermediate metabolites in these primary metabolic processes, while a targeted correlation network analysis identified the gene family members most relevant to these changing metabolites.</AbstractText>
<AbstractText Label="CONCLUSIONS" NlmCategory="CONCLUSIONS">Taken together, our results provide important insights into the molecular networks underlying poplar seed germination and post-germination processes. The targeted correlation network analysis approach developed in this study can be applied to search for key candidate genes in specific biochemical reactions and represents a new strategy for joint multiomics analyses.</AbstractText>
</Abstract>
<AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Qu</LastName>
<ForeName>Chunpu</ForeName>
<Initials>C</Initials>
<AffiliationInfo><Affiliation>State Key Laboratory of Tree Genetics and Breeding (Northeast Forestry University), School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
<AffiliationInfo><Affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y"><LastName>Zuo</LastName>
<ForeName>Zhuang</ForeName>
<Initials>Z</Initials>
<AffiliationInfo><Affiliation>State Key Laboratory of Tree Genetics and Breeding (Northeast Forestry University), School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
<AffiliationInfo><Affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y"><LastName>Cao</LastName>
<ForeName>Lina</ForeName>
<Initials>L</Initials>
<AffiliationInfo><Affiliation>State Key Laboratory of Tree Genetics and Breeding (Northeast Forestry University), School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
<AffiliationInfo><Affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y"><LastName>Huang</LastName>
<ForeName>Jiahuan</ForeName>
<Initials>J</Initials>
<AffiliationInfo><Affiliation>College of Life Science, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y"><LastName>Sun</LastName>
<ForeName>Xue</ForeName>
<Initials>X</Initials>
<AffiliationInfo><Affiliation>State Key Laboratory of Tree Genetics and Breeding (Northeast Forestry University), School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
<AffiliationInfo><Affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y"><LastName>Zhang</LastName>
<ForeName>Peng</ForeName>
<Initials>P</Initials>
<AffiliationInfo><Affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y"><LastName>Yang</LastName>
<ForeName>Chengjun</ForeName>
<Initials>C</Initials>
<AffiliationInfo><Affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y"><LastName>Li</LastName>
<ForeName>Lixin</ForeName>
<Initials>L</Initials>
<AffiliationInfo><Affiliation>Key Laboratory of Saline-Alkali Vegetation Ecology Restoration, Ministry of Education, Alkali Soil Natural Environmental Science Center, Northeast Forestry University, Harbin, 150040, People's Republic of China.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y"><LastName>Xu</LastName>
<ForeName>Zhiru</ForeName>
<Initials>Z</Initials>
<AffiliationInfo><Affiliation>State Key Laboratory of Tree Genetics and Breeding (Northeast Forestry University), School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China. xuzhiru2003@126.com.</Affiliation>
</AffiliationInfo>
<AffiliationInfo><Affiliation>College of Life Science, Northeast Forestry University, Harbin, 150040, People's Republic of China. xuzhiru2003@126.com.</Affiliation>
</AffiliationInfo>
</Author>
<Author ValidYN="Y"><LastName>Liu</LastName>
<ForeName>Guanjun</ForeName>
<Initials>G</Initials>
<Identifier Source="ORCID">http://orcid.org/0000-0003-4517-8278</Identifier>
<AffiliationInfo><Affiliation>State Key Laboratory of Tree Genetics and Breeding (Northeast Forestry University), School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China. liuguanjun2013@nefu.edu.cn.</Affiliation>
</AffiliationInfo>
<AffiliationInfo><Affiliation>School of Forestry, Northeast Forestry University, Harbin, 150040, People's Republic of China. liuguanjun2013@nefu.edu.cn.</Affiliation>
</AffiliationInfo>
</Author>
</AuthorList>
<Language>eng</Language>
<GrantList CompleteYN="Y"><Grant><GrantID>2572017CA01</GrantID>
<Agency>the Fundamental Research Funds for the Central Universities</Agency>
<Country></Country>
</Grant>
<Grant><GrantID>No. 31570648</GrantID>
<Agency>National Natural Science Foundation of China</Agency>
<Country></Country>
</Grant>
<Grant><GrantID>No. 31600534</GrantID>
<Agency>National Natural Science Foundation of China</Agency>
<Country></Country>
</Grant>
</GrantList>
<PublicationTypeList><PublicationType UI="D016428">Journal Article</PublicationType>
</PublicationTypeList>
<ArticleDate DateType="Electronic"><Year>2019</Year>
<Month>06</Month>
<Day>26</Day>
</ArticleDate>
</Article>
<MedlineJournalInfo><Country>England</Country>
<MedlineTA>BMC Plant Biol</MedlineTA>
<NlmUniqueID>100967807</NlmUniqueID>
<ISSNLinking>1471-2229</ISSNLinking>
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<ChemicalList><Chemical><RegistryNumber>0</RegistryNumber>
<NameOfSubstance UI="D010940">Plant Proteins</NameOfSubstance>
</Chemical>
<Chemical><RegistryNumber>0</RegistryNumber>
<NameOfSubstance UI="D014157">Transcription Factors</NameOfSubstance>
</Chemical>
</ChemicalList>
<MeshHeadingList><MeshHeading><DescriptorName UI="D020869" MajorTopicYN="N">Gene Expression Profiling</DescriptorName>
</MeshHeading>
<MeshHeading><DescriptorName UI="D018506" MajorTopicYN="N">Gene Expression Regulation, Plant</DescriptorName>
</MeshHeading>
<MeshHeading><DescriptorName UI="D018525" MajorTopicYN="Y">Germination</DescriptorName>
<QualifierName UI="Q000235" MajorTopicYN="N">genetics</QualifierName>
</MeshHeading>
<MeshHeading><DescriptorName UI="D010940" MajorTopicYN="N">Plant Proteins</DescriptorName>
<QualifierName UI="Q000235" MajorTopicYN="Y">genetics</QualifierName>
<QualifierName UI="Q000378" MajorTopicYN="N">metabolism</QualifierName>
</MeshHeading>
<MeshHeading><DescriptorName UI="D032107" MajorTopicYN="N">Populus</DescriptorName>
<QualifierName UI="Q000235" MajorTopicYN="Y">genetics</QualifierName>
<QualifierName UI="Q000254" MajorTopicYN="N">growth & development</QualifierName>
</MeshHeading>
<MeshHeading><DescriptorName UI="D012639" MajorTopicYN="N">Seeds</DescriptorName>
<QualifierName UI="Q000235" MajorTopicYN="N">genetics</QualifierName>
<QualifierName UI="Q000254" MajorTopicYN="Y">growth & development</QualifierName>
</MeshHeading>
<MeshHeading><DescriptorName UI="D014157" MajorTopicYN="N">Transcription Factors</DescriptorName>
<QualifierName UI="Q000235" MajorTopicYN="Y">genetics</QualifierName>
<QualifierName UI="Q000378" MajorTopicYN="N">metabolism</QualifierName>
</MeshHeading>
</MeshHeadingList>
<KeywordList Owner="NOTNLM"><Keyword MajorTopicYN="N">Candidate genes</Keyword>
<Keyword MajorTopicYN="N">Data integration</Keyword>
<Keyword MajorTopicYN="N">Metabolomics</Keyword>
<Keyword MajorTopicYN="N">Poplar</Keyword>
<Keyword MajorTopicYN="N">Seed germination and post-germination stages</Keyword>
<Keyword MajorTopicYN="N">Transcriptomics</Keyword>
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<Day>15</Day>
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<affiliations><list><country><li>République populaire de Chine</li>
</country>
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<tree><country name="République populaire de Chine"><noRegion><name sortKey="Qu, Chunpu" sort="Qu, Chunpu" uniqKey="Qu C" first="Chunpu" last="Qu">Chunpu Qu</name>
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<name sortKey="Cao, Lina" sort="Cao, Lina" uniqKey="Cao L" first="Lina" last="Cao">Lina Cao</name>
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<name sortKey="Huang, Jiahuan" sort="Huang, Jiahuan" uniqKey="Huang J" first="Jiahuan" last="Huang">Jiahuan Huang</name>
<name sortKey="Li, Lixin" sort="Li, Lixin" uniqKey="Li L" first="Lixin" last="Li">Lixin Li</name>
<name sortKey="Liu, Guanjun" sort="Liu, Guanjun" uniqKey="Liu G" first="Guanjun" last="Liu">Guanjun Liu</name>
<name sortKey="Liu, Guanjun" sort="Liu, Guanjun" uniqKey="Liu G" first="Guanjun" last="Liu">Guanjun Liu</name>
<name sortKey="Qu, Chunpu" sort="Qu, Chunpu" uniqKey="Qu C" first="Chunpu" last="Qu">Chunpu Qu</name>
<name sortKey="Sun, Xue" sort="Sun, Xue" uniqKey="Sun X" first="Xue" last="Sun">Xue Sun</name>
<name sortKey="Sun, Xue" sort="Sun, Xue" uniqKey="Sun X" first="Xue" last="Sun">Xue Sun</name>
<name sortKey="Xu, Zhiru" sort="Xu, Zhiru" uniqKey="Xu Z" first="Zhiru" last="Xu">Zhiru Xu</name>
<name sortKey="Xu, Zhiru" sort="Xu, Zhiru" uniqKey="Xu Z" first="Zhiru" last="Xu">Zhiru Xu</name>
<name sortKey="Yang, Chengjun" sort="Yang, Chengjun" uniqKey="Yang C" first="Chengjun" last="Yang">Chengjun Yang</name>
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	Serveur d'exploration sur le peuplier
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Serveur d'exploration sur le peuplier

Comprehensive dissection of transcript and metabolite shifts during seed germination and post-germination stages in poplar.

Comprehensive dissection of transcript and metabolite shifts during seed germination and post-germination stages in poplar.

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