Comprehensive analysis of CCCH-type zinc finger family genes facilitates functional gene discovery and reflects recent allopolyploidization event in tetraploid switchgrass.
Identifieur interne : 001E40 ( Main/Exploration ); précédent : 001E39; suivant : 001E41Comprehensive analysis of CCCH-type zinc finger family genes facilitates functional gene discovery and reflects recent allopolyploidization event in tetraploid switchgrass.
Auteurs : Shaoxun Yuan [République populaire de Chine] ; Bin Xu [République populaire de Chine] ; Jing Zhang [République populaire de Chine] ; Zheni Xie [République populaire de Chine] ; Qiang Cheng [République populaire de Chine] ; Zhimin Yang [République populaire de Chine] ; Qingsheng Cai [République populaire de Chine] ; Bingru Huang [États-Unis]Source :
- BMC genomics [ 1471-2164 ] ; 2015.
Descripteurs français
- KwdFr :
- Annotation de séquence moléculaire (MeSH), Cartographie chromosomique (MeSH), Chromosomes de plante (MeSH), Doigts de zinc (génétique), Famille multigénique (génétique), Panicum (génétique), Phylogenèse (MeSH), Régulation de l'expression des gènes végétaux (MeSH), Séquence d'acides aminés (MeSH), Tétraploïdie (MeSH), Évolution moléculaire (MeSH).
- MESH :
English descriptors
- KwdEn :
- Amino Acid Sequence (MeSH), Chromosome Mapping (MeSH), Chromosomes, Plant (MeSH), Evolution, Molecular (MeSH), Gene Expression Regulation, Plant (MeSH), Molecular Sequence Annotation (MeSH), Multigene Family (genetics), Panicum (genetics), Phylogeny (MeSH), Tetraploidy (MeSH), Zinc Fingers (genetics).
- MESH :
Abstract
BACKGROUND
In recent years, dozens of Arabidopsis and rice CCCH-type zinc finger genes have been functionally studied, many of which confer important traits, such as abiotic and biotic stress tolerance, delayed leaf senescence and improved plant architecture. Switchgrass (Panicum virgatum) is an important bioenergy crop. Identification of agronomically important genes and/or loci is an important step for switchgrass molecular breeding. Annotating switchgrass CCCH genes using translational genomics methods will help further the goal of understanding switchgrass genetics and creating improved varieties.
RESULTS
Taking advantage of the publicly-available switchgrass genomic and transcriptomic databases, we carried out a comprehensive analysis of switchgrass CCCH genes (PvC3Hs). A total of 103 PvC3Hs were identified and divided into 21 clades according to phylogenetic analysis. Genes in the same clade shared similar gene structure and conserved motifs. Chromosomal location analysis showed that most of the duplicated PvC3H gene pairs are in homeologous chromosomes. Evolution analysis of 19 selected PvC3H pairs showed that 42.1% of them were under diversifying selection. Expression atlas of the 103 PvC3Hs in 21 different organs, tissues and developmental stages revealed genes with higher expression levels in lignified cells, vascular cells, or reproductive tissues/organs, suggesting the potential function of these genes in development. We also found that eight PvC3Hs in Clade-XIV were orthologous to ABA- or stress- responsive CCCH genes in Arabidopsis and rice with functions annotated. Promoter and qRT-PCR analyses of Clade-XIV PvC3Hs showed that these eight genes were all responsive to ABA and various stresses.
CONCLUSIONS
Genome-wide analysis of PvC3Hs confirmed the recent allopolyploidization event of tetraploid switchgrass from two closely-related diploid progenitors. The short time window after the polyploidization event allowed the existence of a large number of PvC3H genes with a high positive selection pressure onto them. The homeologous pairs of PvC3Hs may contribute to the heterosis of switchgrass and its wide adaptation in different ecological niches. Phylogenetic and gene expression analyses provide informative clues for discovering PvC3H genes in some functional categories. Particularly, eight PvC3Hs in Clade-XIV were found involved in stress responses. This information provides a foundation for functional studies of these genes in the future.
DOI: 10.1186/s12864-015-1328-4
PubMed: 25765300
PubMed Central: PMC4352264
Affiliations:
Links toward previous steps (curation, corpus...)
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210037</wicri:regionArea><wicri:noRegion>210037</wicri:noRegion></affiliation></author><author><name sortKey="Yang, Zhimin" sort="Yang, Zhimin" uniqKey="Yang Z" first="Zhimin" last="Yang">Zhimin Yang</name><affiliation wicri:level="1"><nlm:affiliation>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095, PR China. nauyzm@njau.edu.cn.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095</wicri:regionArea><wicri:noRegion>210095</wicri:noRegion></affiliation></author><author><name sortKey="Cai, Qingsheng" sort="Cai, Qingsheng" uniqKey="Cai Q" first="Qingsheng" last="Cai">Qingsheng Cai</name><affiliation wicri:level="1"><nlm:affiliation>College of Life Science, Nanjing Agricultural University, Nanjing, 210095, PR China. qscai@njau.edu.cn.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>College of Life Science, Nanjing Agricultural University, Nanjing, 210095</wicri:regionArea><wicri:noRegion>210095</wicri:noRegion></affiliation></author><author><name sortKey="Huang, Bingru" sort="Huang, Bingru" uniqKey="Huang B" first="Bingru" last="Huang">Bingru Huang</name><affiliation wicri:level="1"><nlm:affiliation>Department of Plant Biology and Pathology, Rutgers, the State University of New Jersey, New Brunswick, NJ, 08901, USA. huang@aesop.rutgers.edu.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Plant Biology and Pathology, Rutgers, the State University of New Jersey, New Brunswick, NJ, 08901</wicri:regionArea><wicri:noRegion>08901</wicri:noRegion></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PubMed</idno><date when="2015">2015</date><idno type="RBID">pubmed:25765300</idno><idno type="pmid">25765300</idno><idno type="doi">10.1186/s12864-015-1328-4</idno><idno 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of Life Science, Nanjing Agricultural University, Nanjing, 210095</wicri:regionArea><wicri:noRegion>210095</wicri:noRegion></affiliation></author><author><name sortKey="Xu, Bin" sort="Xu, Bin" uniqKey="Xu B" first="Bin" last="Xu">Bin Xu</name><affiliation wicri:level="1"><nlm:affiliation>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095, PR China. binxu@njau.edu.cn.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095</wicri:regionArea><wicri:noRegion>210095</wicri:noRegion></affiliation></author><author><name sortKey="Zhang, Jing" sort="Zhang, Jing" uniqKey="Zhang J" first="Jing" last="Zhang">Jing Zhang</name><affiliation wicri:level="1"><nlm:affiliation>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095, PR China. 714167898@qq.com.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095</wicri:regionArea><wicri:noRegion>210095</wicri:noRegion></affiliation></author><author><name sortKey="Xie, Zheni" sort="Xie, Zheni" uniqKey="Xie Z" first="Zheni" last="Xie">Zheni Xie</name><affiliation wicri:level="1"><nlm:affiliation>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095, PR China. 1005835157@qq.com.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095</wicri:regionArea><wicri:noRegion>210095</wicri:noRegion></affiliation></author><author><name sortKey="Cheng, Qiang" sort="Cheng, Qiang" uniqKey="Cheng Q" first="Qiang" last="Cheng">Qiang Cheng</name><affiliation wicri:level="1"><nlm:affiliation>Jiangsu Key Laboratory for Poplar Germplasm Enhancement and Variety Improvement, Nanjing Forestry University, Nanjing, 210037, PR China. chengqiang@njfu.edu.cn.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>Jiangsu Key Laboratory for Poplar Germplasm Enhancement and Variety Improvement, Nanjing Forestry University, Nanjing, 210037</wicri:regionArea><wicri:noRegion>210037</wicri:noRegion></affiliation></author><author><name sortKey="Yang, Zhimin" sort="Yang, Zhimin" uniqKey="Yang Z" first="Zhimin" last="Yang">Zhimin Yang</name><affiliation wicri:level="1"><nlm:affiliation>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095, PR China. nauyzm@njau.edu.cn.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095</wicri:regionArea><wicri:noRegion>210095</wicri:noRegion></affiliation></author><author><name sortKey="Cai, Qingsheng" sort="Cai, Qingsheng" uniqKey="Cai Q" first="Qingsheng" last="Cai">Qingsheng Cai</name><affiliation wicri:level="1"><nlm:affiliation>College of Life Science, Nanjing Agricultural University, Nanjing, 210095, PR China. qscai@njau.edu.cn.</nlm:affiliation><country xml:lang="fr">République populaire de Chine</country><wicri:regionArea>College of Life Science, Nanjing Agricultural University, Nanjing, 210095</wicri:regionArea><wicri:noRegion>210095</wicri:noRegion></affiliation></author><author><name sortKey="Huang, Bingru" sort="Huang, Bingru" uniqKey="Huang B" first="Bingru" last="Huang">Bingru Huang</name><affiliation wicri:level="1"><nlm:affiliation>Department of Plant Biology and Pathology, Rutgers, the State University of New Jersey, New Brunswick, NJ, 08901, USA. huang@aesop.rutgers.edu.</nlm:affiliation><country xml:lang="fr">États-Unis</country><wicri:regionArea>Department of Plant Biology and Pathology, Rutgers, the State University of New Jersey, New Brunswick, NJ, 08901</wicri:regionArea><wicri:noRegion>08901</wicri:noRegion></affiliation></author></analytic><series><title level="j">BMC genomics</title><idno type="eISSN">1471-2164</idno><imprint><date when="2015" type="published">2015</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Amino Acid Sequence (MeSH)</term><term>Chromosome Mapping (MeSH)</term><term>Chromosomes, Plant (MeSH)</term><term>Evolution, Molecular (MeSH)</term><term>Gene Expression Regulation, Plant (MeSH)</term><term>Molecular Sequence Annotation (MeSH)</term><term>Multigene Family (genetics)</term><term>Panicum (genetics)</term><term>Phylogeny (MeSH)</term><term>Tetraploidy (MeSH)</term><term>Zinc Fingers (genetics)</term></keywords><keywords scheme="KwdFr" xml:lang="fr"><term>Annotation de séquence moléculaire (MeSH)</term><term>Cartographie chromosomique (MeSH)</term><term>Chromosomes de plante (MeSH)</term><term>Doigts de zinc (génétique)</term><term>Famille multigénique (génétique)</term><term>Panicum (génétique)</term><term>Phylogenèse (MeSH)</term><term>Régulation de l'expression des gènes végétaux (MeSH)</term><term>Séquence d'acides aminés (MeSH)</term><term>Tétraploïdie (MeSH)</term><term>Évolution moléculaire (MeSH)</term></keywords><keywords scheme="MESH" qualifier="genetics" xml:lang="en"><term>Multigene Family</term><term>Panicum</term><term>Zinc Fingers</term></keywords><keywords scheme="MESH" qualifier="génétique" xml:lang="fr"><term>Doigts de zinc</term><term>Famille multigénique</term><term>Panicum</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Amino Acid Sequence</term><term>Chromosome Mapping</term><term>Chromosomes, Plant</term><term>Evolution, Molecular</term><term>Gene Expression Regulation, Plant</term><term>Molecular Sequence Annotation</term><term>Phylogeny</term><term>Tetraploidy</term></keywords><keywords scheme="MESH" xml:lang="fr"><term>Annotation de séquence moléculaire</term><term>Cartographie chromosomique</term><term>Chromosomes de plante</term><term>Phylogenèse</term><term>Régulation de l'expression des gènes végétaux</term><term>Séquence d'acides aminés</term><term>Tétraploïdie</term><term>Évolution moléculaire</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p><b>BACKGROUND</b></p><p>In recent years, dozens of Arabidopsis and rice CCCH-type zinc finger genes have been functionally studied, many of which confer important traits, such as abiotic and biotic stress tolerance, delayed leaf senescence and improved plant architecture. Switchgrass (Panicum virgatum) is an important bioenergy crop. Identification of agronomically important genes and/or loci is an important step for switchgrass molecular breeding. Annotating switchgrass CCCH genes using translational genomics methods will help further the goal of understanding switchgrass genetics and creating improved varieties.</p></div><div type="abstract" xml:lang="en"><p><b>RESULTS</b></p><p>Taking advantage of the publicly-available switchgrass genomic and transcriptomic databases, we carried out a comprehensive analysis of switchgrass CCCH genes (PvC3Hs). A total of 103 PvC3Hs were identified and divided into 21 clades according to phylogenetic analysis. Genes in the same clade shared similar gene structure and conserved motifs. Chromosomal location analysis showed that most of the duplicated PvC3H gene pairs are in homeologous chromosomes. Evolution analysis of 19 selected PvC3H pairs showed that 42.1% of them were under diversifying selection. Expression atlas of the 103 PvC3Hs in 21 different organs, tissues and developmental stages revealed genes with higher expression levels in lignified cells, vascular cells, or reproductive tissues/organs, suggesting the potential function of these genes in development. We also found that eight PvC3Hs in Clade-XIV were orthologous to ABA- or stress- responsive CCCH genes in Arabidopsis and rice with functions annotated. Promoter and qRT-PCR analyses of Clade-XIV PvC3Hs showed that these eight genes were all responsive to ABA and various stresses.</p></div><div type="abstract" xml:lang="en"><p><b>CONCLUSIONS</b></p><p>Genome-wide analysis of PvC3Hs confirmed the recent allopolyploidization event of tetraploid switchgrass from two closely-related diploid progenitors. The short time window after the polyploidization event allowed the existence of a large number of PvC3H genes with a high positive selection pressure onto them. The homeologous pairs of PvC3Hs may contribute to the heterosis of switchgrass and its wide adaptation in different ecological niches. Phylogenetic and gene expression analyses provide informative clues for discovering PvC3H genes in some functional categories. Particularly, eight PvC3Hs in Clade-XIV were found involved in stress responses. This information provides a foundation for functional studies of these genes in the future.</p></div></front></TEI><pubmed><MedlineCitation Status="MEDLINE" Owner="NLM"><PMID Version="1">25765300</PMID><DateCompleted><Year>2015</Year><Month>11</Month><Day>25</Day></DateCompleted><DateRevised><Year>2019</Year><Month>01</Month><Day>08</Day></DateRevised><Article PubModel="Electronic"><Journal><ISSN IssnType="Electronic">1471-2164</ISSN><JournalIssue CitedMedium="Internet"><Volume>16</Volume><PubDate><Year>2015</Year><Month>Feb</Month><Day>25</Day></PubDate></JournalIssue><Title>BMC genomics</Title><ISOAbbreviation>BMC Genomics</ISOAbbreviation></Journal><ArticleTitle>Comprehensive analysis of CCCH-type zinc finger family genes facilitates functional gene discovery and reflects recent allopolyploidization event in tetraploid switchgrass.</ArticleTitle><Pagination><MedlinePgn>129</MedlinePgn></Pagination><ELocationID EIdType="doi" ValidYN="Y">10.1186/s12864-015-1328-4</ELocationID><Abstract><AbstractText Label="BACKGROUND" NlmCategory="BACKGROUND">In recent years, dozens of Arabidopsis and rice CCCH-type zinc finger genes have been functionally studied, many of which confer important traits, such as abiotic and biotic stress tolerance, delayed leaf senescence and improved plant architecture. Switchgrass (Panicum virgatum) is an important bioenergy crop. Identification of agronomically important genes and/or loci is an important step for switchgrass molecular breeding. Annotating switchgrass CCCH genes using translational genomics methods will help further the goal of understanding switchgrass genetics and creating improved varieties.</AbstractText><AbstractText Label="RESULTS" NlmCategory="RESULTS">Taking advantage of the publicly-available switchgrass genomic and transcriptomic databases, we carried out a comprehensive analysis of switchgrass CCCH genes (PvC3Hs). A total of 103 PvC3Hs were identified and divided into 21 clades according to phylogenetic analysis. Genes in the same clade shared similar gene structure and conserved motifs. Chromosomal location analysis showed that most of the duplicated PvC3H gene pairs are in homeologous chromosomes. Evolution analysis of 19 selected PvC3H pairs showed that 42.1% of them were under diversifying selection. Expression atlas of the 103 PvC3Hs in 21 different organs, tissues and developmental stages revealed genes with higher expression levels in lignified cells, vascular cells, or reproductive tissues/organs, suggesting the potential function of these genes in development. We also found that eight PvC3Hs in Clade-XIV were orthologous to ABA- or stress- responsive CCCH genes in Arabidopsis and rice with functions annotated. Promoter and qRT-PCR analyses of Clade-XIV PvC3Hs showed that these eight genes were all responsive to ABA and various stresses.</AbstractText><AbstractText Label="CONCLUSIONS" NlmCategory="CONCLUSIONS">Genome-wide analysis of PvC3Hs confirmed the recent allopolyploidization event of tetraploid switchgrass from two closely-related diploid progenitors. The short time window after the polyploidization event allowed the existence of a large number of PvC3H genes with a high positive selection pressure onto them. The homeologous pairs of PvC3Hs may contribute to the heterosis of switchgrass and its wide adaptation in different ecological niches. Phylogenetic and gene expression analyses provide informative clues for discovering PvC3H genes in some functional categories. Particularly, eight PvC3Hs in Clade-XIV were found involved in stress responses. This information provides a foundation for functional studies of these genes in the future.</AbstractText></Abstract><AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Yuan</LastName><ForeName>Shaoxun</ForeName><Initials>S</Initials><AffiliationInfo><Affiliation>College of Life Science, Nanjing Agricultural University, Nanjing, 210095, PR China. 234435466@qq.com.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Xu</LastName><ForeName>Bin</ForeName><Initials>B</Initials><AffiliationInfo><Affiliation>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095, PR China. binxu@njau.edu.cn.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Zhang</LastName><ForeName>Jing</ForeName><Initials>J</Initials><AffiliationInfo><Affiliation>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095, PR China. 714167898@qq.com.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Xie</LastName><ForeName>Zheni</ForeName><Initials>Z</Initials><AffiliationInfo><Affiliation>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095, PR China. 1005835157@qq.com.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Cheng</LastName><ForeName>Qiang</ForeName><Initials>Q</Initials><AffiliationInfo><Affiliation>Jiangsu Key Laboratory for Poplar Germplasm Enhancement and Variety Improvement, Nanjing Forestry University, Nanjing, 210037, PR China. chengqiang@njfu.edu.cn.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Yang</LastName><ForeName>Zhimin</ForeName><Initials>Z</Initials><AffiliationInfo><Affiliation>College of Agro-grassland Science, Nanjing Agricultural University, Nanjing, 210095, PR China. nauyzm@njau.edu.cn.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Cai</LastName><ForeName>Qingsheng</ForeName><Initials>Q</Initials><AffiliationInfo><Affiliation>College of Life Science, Nanjing Agricultural University, Nanjing, 210095, PR China. qscai@njau.edu.cn.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Huang</LastName><ForeName>Bingru</ForeName><Initials>B</Initials><AffiliationInfo><Affiliation>Department of Plant Biology and Pathology, Rutgers, the State University of New Jersey, New Brunswick, NJ, 08901, USA. huang@aesop.rutgers.edu.</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>02</Month><Day>25</Day></ArticleDate></Article><MedlineJournalInfo><Country>England</Country><MedlineTA>BMC Genomics</MedlineTA><NlmUniqueID>100965258</NlmUniqueID><ISSNLinking>1471-2164</ISSNLinking></MedlineJournalInfo><CitationSubset>IM</CitationSubset><MeshHeadingList><MeshHeading><DescriptorName UI="D000595" MajorTopicYN="N">Amino Acid Sequence</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D002874" MajorTopicYN="N">Chromosome Mapping</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D032461" MajorTopicYN="N">Chromosomes, Plant</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D019143" MajorTopicYN="Y">Evolution, Molecular</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D018506" MajorTopicYN="N">Gene Expression Regulation, Plant</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D058977" MajorTopicYN="N">Molecular Sequence Annotation</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D005810" MajorTopicYN="N">Multigene Family</DescriptorName><QualifierName UI="Q000235" MajorTopicYN="N">genetics</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D008897" MajorTopicYN="N">Panicum</DescriptorName><QualifierName UI="Q000235" MajorTopicYN="Y">genetics</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D010802" MajorTopicYN="Y">Phylogeny</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D057891" MajorTopicYN="N">Tetraploidy</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D016335" MajorTopicYN="N">Zinc Fingers</DescriptorName><QualifierName UI="Q000235" MajorTopicYN="Y">genetics</QualifierName></MeshHeading></MeshHeadingList></MedlineCitation><PubmedData><History><PubMedPubDate PubStatus="received"><Year>2014</Year><Month>09</Month><Day>25</Day></PubMedPubDate><PubMedPubDate PubStatus="accepted"><Year>2015</Year><Month>02</Month><Day>06</Day></PubMedPubDate><PubMedPubDate PubStatus="entrez"><Year>2015</Year><Month>3</Month><Day>14</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate 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first="Jing" last="Zhang">Jing Zhang</name></country><country name="États-Unis"><noRegion><name sortKey="Huang, Bingru" sort="Huang, Bingru" uniqKey="Huang B" first="Bingru" last="Huang">Bingru Huang</name></noRegion></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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