Transcriptome Analysis Reveals Key Pathways and Hormone Activities Involved in Early Microtuber Formation of Dioscorea opposita
Chinese yam (Dioscorea opposita) is an important tuberous crop used for both food and medicine. Despite a long history of cultivation, the understanding of D. opposita genetics and molecular biology remains scant, which has limited its genetic improvement. This work presents a de novo transcriptome...
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description | Chinese yam (Dioscorea opposita) is an important tuberous crop used for both food and medicine. Despite a long history of cultivation, the understanding of D. opposita genetics and molecular biology remains scant, which has limited its genetic improvement. This work presents a de novo transcriptome sequencing analysis of microtuber formation in D. opposita. We assembled cDNA libraries from different stages during the process of microtuber formation, designated as initial explants (EXP), axillary bud proliferation after three weeks (BUD), and microtuber visible after four weeks (MTV). More differentially expressed genes (DEGs) and pathways were identified between BUD vs. EXP than in MTV vs. BUD, indicating that proliferation of the axillary bud is the key stage of microtuber induction. Gene classification and pathway enrichment analysis showed that microtuber formation is tightly coordinated with primary metabolism, such as amino acid biosynthesis, ribosomal component biosynthesis, and starch and sucrose metabolism. The formation of the microtuber is regulated by a variety of plant hormones, including ABA. Combined with analysis of physiological data, we suggest that ABA positively regulates tuberization in D. opposita. This study will serve as an empirical foundation for future molecular studies and for the propagation of D. opposita germplasm in field crops. |
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Despite a long history of cultivation, the understanding of D. opposita genetics and molecular biology remains scant, which has limited its genetic improvement. This work presents a de novo transcriptome sequencing analysis of microtuber formation in D. opposita. We assembled cDNA libraries from different stages during the process of microtuber formation, designated as initial explants (EXP), axillary bud proliferation after three weeks (BUD), and microtuber visible after four weeks (MTV). More differentially expressed genes (DEGs) and pathways were identified between BUD vs. EXP than in MTV vs. BUD, indicating that proliferation of the axillary bud is the key stage of microtuber induction. Gene classification and pathway enrichment analysis showed that microtuber formation is tightly coordinated with primary metabolism, such as amino acid biosynthesis, ribosomal component biosynthesis, and starch and sucrose metabolism. The formation of the microtuber is regulated by a variety of plant hormones, including ABA. Combined with analysis of physiological data, we suggest that ABA positively regulates tuberization in D. opposita. This study will serve as an empirical foundation for future molecular studies and for the propagation of D. opposita germplasm in field crops.</description><identifier>ISSN: 2314-6133</identifier><identifier>EISSN: 2314-6141</identifier><identifier>DOI: 10.1155/2020/8057929</identifier><identifier>PMID: 32258146</identifier><language>eng</language><publisher>United States: Hindawi</publisher><subject>Abscisic acid ; Amino acids ; Annotations ; Bioinformatics ; Biosynthesis ; Cable television broadcasting industry ; Cultivation ; Dioscorea ; Dioscorea - genetics ; Dioscorea - metabolism ; Empirical analysis ; Explants ; Gene expression ; Gene Expression Profiling ; Gene Expression Regulation, Plant ; Genes ; Genetic improvement ; Genetics ; Genomes ; Genomic libraries ; Germplasm ; Hormones ; Metabolism ; Molecular biology ; Plant Growth Regulators - genetics ; Plant Growth Regulators - metabolism ; Plant hormones ; Plant Tubers - genetics ; Plant Tubers - metabolism ; Propagation ; Proteins ; Sequence analysis ; Software ; Starch ; Sucrose ; Sugar</subject><ispartof>BioMed research international, 2020, Vol.2020 (1), p.8057929-8057929</ispartof><rights>Copyright © 2020 Junhua Li et al.</rights><rights>COPYRIGHT 2020 John Wiley & Sons, Inc.</rights><rights>Copyright © 2020 Junhua Li et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. http://creativecommons.org/licenses/by/4.0</rights><rights>Copyright © 2020 Junhua Li et al. 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c476t-edfe649ddd4011316af6333d545c2b44d1a86b93f63786f1b5cd7ea3aa634bc63</citedby><cites>FETCH-LOGICAL-c476t-edfe649ddd4011316af6333d545c2b44d1a86b93f63786f1b5cd7ea3aa634bc63</cites><orcidid>0000-0002-4509-2223 ; 0000-0002-9442-2620 ; 0000-0002-9360-1002</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7086419/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7086419/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,4010,27900,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32258146$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Li, Kui</contributor><creatorcontrib>Li, Junhua</creatorcontrib><creatorcontrib>Zhao, Xiting</creatorcontrib><creatorcontrib>Dong, Yahui</creatorcontrib><creatorcontrib>Li, Shujie</creatorcontrib><creatorcontrib>Yuan, Jiaojiao</creatorcontrib><creatorcontrib>Li, Chenglong</creatorcontrib><creatorcontrib>Zhang, Xiaoli</creatorcontrib><creatorcontrib>Li, Mingjun</creatorcontrib><title>Transcriptome Analysis Reveals Key Pathways and Hormone Activities Involved in Early Microtuber Formation of Dioscorea opposita</title><title>BioMed research international</title><addtitle>Biomed Res Int</addtitle><description>Chinese yam (Dioscorea opposita) is an important tuberous crop used for both food and medicine. Despite a long history of cultivation, the understanding of D. opposita genetics and molecular biology remains scant, which has limited its genetic improvement. This work presents a de novo transcriptome sequencing analysis of microtuber formation in D. opposita. We assembled cDNA libraries from different stages during the process of microtuber formation, designated as initial explants (EXP), axillary bud proliferation after three weeks (BUD), and microtuber visible after four weeks (MTV). More differentially expressed genes (DEGs) and pathways were identified between BUD vs. EXP than in MTV vs. BUD, indicating that proliferation of the axillary bud is the key stage of microtuber induction. Gene classification and pathway enrichment analysis showed that microtuber formation is tightly coordinated with primary metabolism, such as amino acid biosynthesis, ribosomal component biosynthesis, and starch and sucrose metabolism. The formation of the microtuber is regulated by a variety of plant hormones, including ABA. Combined with analysis of physiological data, we suggest that ABA positively regulates tuberization in D. opposita. This study will serve as an empirical foundation for future molecular studies and for the propagation of D. opposita germplasm in field crops.</description><subject>Abscisic acid</subject><subject>Amino acids</subject><subject>Annotations</subject><subject>Bioinformatics</subject><subject>Biosynthesis</subject><subject>Cable television broadcasting industry</subject><subject>Cultivation</subject><subject>Dioscorea</subject><subject>Dioscorea - genetics</subject><subject>Dioscorea - metabolism</subject><subject>Empirical analysis</subject><subject>Explants</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Plant</subject><subject>Genes</subject><subject>Genetic improvement</subject><subject>Genetics</subject><subject>Genomes</subject><subject>Genomic libraries</subject><subject>Germplasm</subject><subject>Hormones</subject><subject>Metabolism</subject><subject>Molecular biology</subject><subject>Plant Growth Regulators - genetics</subject><subject>Plant Growth Regulators - metabolism</subject><subject>Plant hormones</subject><subject>Plant Tubers - genetics</subject><subject>Plant Tubers - metabolism</subject><subject>Propagation</subject><subject>Proteins</subject><subject>Sequence analysis</subject><subject>Software</subject><subject>Starch</subject><subject>Sucrose</subject><subject>Sugar</subject><issn>2314-6133</issn><issn>2314-6141</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>RHX</sourceid><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNp9ks1v1DAQxSNERavSG2dkiQsSLI1jx3EuSKvSL7UIhMrZmthO11Vip7aTKif-9XrZZWk54Ist-6c34zcvy97g_BPGZXlc5EV-zPOyqov6RXZQEEwXDFP8cncmZD87CuEuT4tjltfsVbZPiqLkmLKD7NeNBxukN0N0vUZLC90cTEA_9KShC-hKz-g7xNUDzAGBVejC-d7ZRMpoJhONDujSTq6btELGolPw3Yy-GuldHBvt0VniIRpnkWvRF-OCdF4DcsPggonwOttrUx19tN0Ps59npzcnF4vrb-eXJ8vrhaQViwutWs1orZSiOcYEM2gZIUSVtJRFQ6nCwFlTk3RbcdbippSq0kAAGKGNZOQw-7zRHcam10pqGz10YvCmBz8LB0Y8f7FmJW7dJKqcM4rrJPB-K-Dd_ahDFL0JUncdWO3GIArCK1Ym79fou3_QOzf65OxvCpd1Ghr9S91Cp4WxrUt15VpULFlBGa8J54n6uKGSoSF43e5axrlYR0CsIyC2EUj426ff3MF_Bp6ADxtgZayCB_N_uUc_Urn2</recordid><startdate>2020</startdate><enddate>2020</enddate><creator>Li, Junhua</creator><creator>Zhao, Xiting</creator><creator>Dong, Yahui</creator><creator>Li, Shujie</creator><creator>Yuan, Jiaojiao</creator><creator>Li, Chenglong</creator><creator>Zhang, Xiaoli</creator><creator>Li, Mingjun</creator><general>Hindawi</general><general>John Wiley & Sons, Inc</general><general>Hindawi Limited</general><scope>RHU</scope><scope>RHW</scope><scope>RHX</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7QL</scope><scope>7QO</scope><scope>7T7</scope><scope>7TK</scope><scope>7U7</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>CWDGH</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-4509-2223</orcidid><orcidid>https://orcid.org/0000-0002-9442-2620</orcidid><orcidid>https://orcid.org/0000-0002-9360-1002</orcidid></search><sort><creationdate>2020</creationdate><title>Transcriptome Analysis Reveals Key Pathways and Hormone Activities Involved in Early Microtuber Formation of Dioscorea opposita</title><author>Li, Junhua ; Zhao, Xiting ; Dong, Yahui ; Li, Shujie ; Yuan, Jiaojiao ; Li, Chenglong ; Zhang, Xiaoli ; Li, Mingjun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c476t-edfe649ddd4011316af6333d545c2b44d1a86b93f63786f1b5cd7ea3aa634bc63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Abscisic acid</topic><topic>Amino acids</topic><topic>Annotations</topic><topic>Bioinformatics</topic><topic>Biosynthesis</topic><topic>Cable television broadcasting industry</topic><topic>Cultivation</topic><topic>Dioscorea</topic><topic>Dioscorea - genetics</topic><topic>Dioscorea - metabolism</topic><topic>Empirical analysis</topic><topic>Explants</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Plant</topic><topic>Genes</topic><topic>Genetic improvement</topic><topic>Genetics</topic><topic>Genomes</topic><topic>Genomic libraries</topic><topic>Germplasm</topic><topic>Hormones</topic><topic>Metabolism</topic><topic>Molecular biology</topic><topic>Plant Growth Regulators - genetics</topic><topic>Plant Growth Regulators - metabolism</topic><topic>Plant hormones</topic><topic>Plant Tubers - genetics</topic><topic>Plant Tubers - metabolism</topic><topic>Propagation</topic><topic>Proteins</topic><topic>Sequence analysis</topic><topic>Software</topic><topic>Starch</topic><topic>Sucrose</topic><topic>Sugar</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Junhua</creatorcontrib><creatorcontrib>Zhao, Xiting</creatorcontrib><creatorcontrib>Dong, Yahui</creatorcontrib><creatorcontrib>Li, Shujie</creatorcontrib><creatorcontrib>Yuan, Jiaojiao</creatorcontrib><creatorcontrib>Li, Chenglong</creatorcontrib><creatorcontrib>Zhang, Xiaoli</creatorcontrib><creatorcontrib>Li, Mingjun</creatorcontrib><collection>Hindawi Publishing Complete</collection><collection>Hindawi Publishing Subscription Journals</collection><collection>Hindawi Publishing Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>Middle East & Africa Database</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Advanced Technologies & Aerospace Database</collection><collection>ProQuest Advanced Technologies & Aerospace Collection</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BioMed research international</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Junhua</au><au>Zhao, Xiting</au><au>Dong, Yahui</au><au>Li, Shujie</au><au>Yuan, Jiaojiao</au><au>Li, Chenglong</au><au>Zhang, Xiaoli</au><au>Li, Mingjun</au><au>Li, Kui</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transcriptome Analysis Reveals Key Pathways and Hormone Activities Involved in Early Microtuber Formation of Dioscorea opposita</atitle><jtitle>BioMed research international</jtitle><addtitle>Biomed Res Int</addtitle><date>2020</date><risdate>2020</risdate><volume>2020</volume><issue>1</issue><spage>8057929</spage><epage>8057929</epage><pages>8057929-8057929</pages><issn>2314-6133</issn><eissn>2314-6141</eissn><abstract>Chinese yam (Dioscorea opposita) is an important tuberous crop used for both food and medicine. Despite a long history of cultivation, the understanding of D. opposita genetics and molecular biology remains scant, which has limited its genetic improvement. This work presents a de novo transcriptome sequencing analysis of microtuber formation in D. opposita. We assembled cDNA libraries from different stages during the process of microtuber formation, designated as initial explants (EXP), axillary bud proliferation after three weeks (BUD), and microtuber visible after four weeks (MTV). More differentially expressed genes (DEGs) and pathways were identified between BUD vs. EXP than in MTV vs. BUD, indicating that proliferation of the axillary bud is the key stage of microtuber induction. Gene classification and pathway enrichment analysis showed that microtuber formation is tightly coordinated with primary metabolism, such as amino acid biosynthesis, ribosomal component biosynthesis, and starch and sucrose metabolism. The formation of the microtuber is regulated by a variety of plant hormones, including ABA. Combined with analysis of physiological data, we suggest that ABA positively regulates tuberization in D. opposita. This study will serve as an empirical foundation for future molecular studies and for the propagation of D. opposita germplasm in field crops.</abstract><cop>United States</cop><pub>Hindawi</pub><pmid>32258146</pmid><doi>10.1155/2020/8057929</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-4509-2223</orcidid><orcidid>https://orcid.org/0000-0002-9442-2620</orcidid><orcidid>https://orcid.org/0000-0002-9360-1002</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Abscisic acid Amino acids Annotations Bioinformatics Biosynthesis Cable television broadcasting industry Cultivation Dioscorea Dioscorea - genetics Dioscorea - metabolism Empirical analysis Explants Gene expression Gene Expression Profiling Gene Expression Regulation, Plant Genes Genetic improvement Genetics Genomes Genomic libraries Germplasm Hormones Metabolism Molecular biology Plant Growth Regulators - genetics Plant Growth Regulators - metabolism Plant hormones Plant Tubers - genetics Plant Tubers - metabolism Propagation Proteins Sequence analysis Software Starch Sucrose Sugar |
title | Transcriptome Analysis Reveals Key Pathways and Hormone Activities Involved in Early Microtuber Formation of Dioscorea opposita |
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