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Analysis of the transcriptome of Erigeron breviscapus uncovers putative scutellarin and chlorogenic acids biosynthetic genes and genetic markers
Erigeron breviscapus (Vant.) Hand-Mazz. is a famous medicinal plant. Scutellarin and chlorogenic acids are the primary active components in this herb. However, the mechanisms of biosynthesis and regulation for scutellarin and chlorogenic acids in E. breviscapus are considerably unknown. In addition,...
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Published in: | PloS one 2014-06, Vol.9 (6), p.e100357-e100357 |
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description | Erigeron breviscapus (Vant.) Hand-Mazz. is a famous medicinal plant. Scutellarin and chlorogenic acids are the primary active components in this herb. However, the mechanisms of biosynthesis and regulation for scutellarin and chlorogenic acids in E. breviscapus are considerably unknown. In addition, genomic information of this herb is also unavailable.
Using Illumina sequencing on GAIIx platform, a total of 64,605,972 raw sequencing reads were generated and assembled into 73,092 non-redundant unigenes. Among them, 44,855 unigenes (61.37%) were annotated in the public databases Nr, Swiss-Prot, KEGG, and COG. The transcripts encoding the known enzymes involved in flavonoids and in chlorogenic acids biosynthesis were discovered in the Illumina dataset. Three candidate cytochrome P450 genes were discovered which might encode flavone 6-hydroase converting apigenin to scutellarein. Furthermore, 4 unigenes encoding the homologues of maize P1 (R2R3-MYB transcription factors) were defined, which might regulate the biosynthesis of scutellarin. Additionally, a total of 11,077 simple sequence repeat (SSR) were identified from 9,255 unigenes. Of SSRs, tri-nucleotide motifs were the most abundant motif. Thirty-six primer pairs for SSRs were randomly selected for validation of the amplification and polymorphism. The result revealed that 34 (94.40%) primer pairs were successfully amplified and 19 (52.78%) primer pairs exhibited polymorphisms.
Using next generation sequencing (NGS) technology, this study firstly provides abundant genomic data for E. breviscapus. The candidate genes involved in the biosynthesis and transcriptional regulation of scutellarin and chlorogenic acids were obtained in this study. Additionally, a plenty of genetic makers were generated by identification of SSRs, which is a powerful tool for molecular breeding and genetics applications in this herb. |
doi_str_mv | 10.1371/journal.pone.0100357 |
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Using Illumina sequencing on GAIIx platform, a total of 64,605,972 raw sequencing reads were generated and assembled into 73,092 non-redundant unigenes. Among them, 44,855 unigenes (61.37%) were annotated in the public databases Nr, Swiss-Prot, KEGG, and COG. The transcripts encoding the known enzymes involved in flavonoids and in chlorogenic acids biosynthesis were discovered in the Illumina dataset. Three candidate cytochrome P450 genes were discovered which might encode flavone 6-hydroase converting apigenin to scutellarein. Furthermore, 4 unigenes encoding the homologues of maize P1 (R2R3-MYB transcription factors) were defined, which might regulate the biosynthesis of scutellarin. Additionally, a total of 11,077 simple sequence repeat (SSR) were identified from 9,255 unigenes. Of SSRs, tri-nucleotide motifs were the most abundant motif. Thirty-six primer pairs for SSRs were randomly selected for validation of the amplification and polymorphism. The result revealed that 34 (94.40%) primer pairs were successfully amplified and 19 (52.78%) primer pairs exhibited polymorphisms.
Using next generation sequencing (NGS) technology, this study firstly provides abundant genomic data for E. breviscapus. The candidate genes involved in the biosynthesis and transcriptional regulation of scutellarin and chlorogenic acids were obtained in this study. Additionally, a plenty of genetic makers were generated by identification of SSRs, which is a powerful tool for molecular breeding and genetics applications in this herb.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0100357</identifier><identifier>PMID: 24956277</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Acids ; Analysis ; Apigenin - biosynthesis ; Biology and Life Sciences ; Biosynthesis ; Breeding ; Chlorogenic Acid - metabolism ; Corn ; Cytochrome ; Cytochrome P450 ; DNA sequencing ; Enzymes ; Erigeron - genetics ; Erigeron - growth & development ; Erigeron - metabolism ; Erigeron breviscapus ; Flavonoids ; Gene expression ; Gene regulation ; Genes ; Genetic markers ; Genetic Markers - genetics ; Genetics ; Glucuronates - biosynthesis ; Herbal medicine ; Herbs ; High-Throughput Nucleotide Sequencing - methods ; Homology ; Isoflavones ; Medicinal plants ; Multivariate analysis ; Phylogeny ; Plant breeding ; Plant Proteins - genetics ; Plant Proteins - metabolism ; Polymorphism ; Polymorphism, Genetic - genetics ; Transcription factors ; Transcriptome</subject><ispartof>PloS one, 2014-06, Vol.9 (6), p.e100357-e100357</ispartof><rights>COPYRIGHT 2014 Public Library of Science</rights><rights>2014 Jiang et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2014 Jiang et al 2014 Jiang et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c692t-2a053e97ffaf39f769be27fcdbe7daf90f1043116ec4fbac294ab833217fe1403</citedby><cites>FETCH-LOGICAL-c692t-2a053e97ffaf39f769be27fcdbe7daf90f1043116ec4fbac294ab833217fe1403</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1539494551/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1539494551?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24956277$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Chen, Shilin</contributor><creatorcontrib>Jiang, Ni-Hao</creatorcontrib><creatorcontrib>Zhang, Guang-Hui</creatorcontrib><creatorcontrib>Zhang, Jia-Jin</creatorcontrib><creatorcontrib>Shu, Li-Ping</creatorcontrib><creatorcontrib>Zhang, Wei</creatorcontrib><creatorcontrib>Long, Guang-Qiang</creatorcontrib><creatorcontrib>Liu, Tao</creatorcontrib><creatorcontrib>Meng, Zheng-Gui</creatorcontrib><creatorcontrib>Chen, Jun-Wen</creatorcontrib><creatorcontrib>Yang, Sheng-Chao</creatorcontrib><title>Analysis of the transcriptome of Erigeron breviscapus uncovers putative scutellarin and chlorogenic acids biosynthetic genes and genetic markers</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Erigeron breviscapus (Vant.) Hand-Mazz. is a famous medicinal plant. Scutellarin and chlorogenic acids are the primary active components in this herb. However, the mechanisms of biosynthesis and regulation for scutellarin and chlorogenic acids in E. breviscapus are considerably unknown. In addition, genomic information of this herb is also unavailable.
Using Illumina sequencing on GAIIx platform, a total of 64,605,972 raw sequencing reads were generated and assembled into 73,092 non-redundant unigenes. Among them, 44,855 unigenes (61.37%) were annotated in the public databases Nr, Swiss-Prot, KEGG, and COG. The transcripts encoding the known enzymes involved in flavonoids and in chlorogenic acids biosynthesis were discovered in the Illumina dataset. Three candidate cytochrome P450 genes were discovered which might encode flavone 6-hydroase converting apigenin to scutellarein. Furthermore, 4 unigenes encoding the homologues of maize P1 (R2R3-MYB transcription factors) were defined, which might regulate the biosynthesis of scutellarin. Additionally, a total of 11,077 simple sequence repeat (SSR) were identified from 9,255 unigenes. Of SSRs, tri-nucleotide motifs were the most abundant motif. Thirty-six primer pairs for SSRs were randomly selected for validation of the amplification and polymorphism. The result revealed that 34 (94.40%) primer pairs were successfully amplified and 19 (52.78%) primer pairs exhibited polymorphisms.
Using next generation sequencing (NGS) technology, this study firstly provides abundant genomic data for E. breviscapus. The candidate genes involved in the biosynthesis and transcriptional regulation of scutellarin and chlorogenic acids were obtained in this study. Additionally, a plenty of genetic makers were generated by identification of SSRs, which is a powerful tool for molecular breeding and genetics applications in this herb.</description><subject>Acids</subject><subject>Analysis</subject><subject>Apigenin - biosynthesis</subject><subject>Biology and Life Sciences</subject><subject>Biosynthesis</subject><subject>Breeding</subject><subject>Chlorogenic Acid - metabolism</subject><subject>Corn</subject><subject>Cytochrome</subject><subject>Cytochrome P450</subject><subject>DNA sequencing</subject><subject>Enzymes</subject><subject>Erigeron - genetics</subject><subject>Erigeron - growth & development</subject><subject>Erigeron - metabolism</subject><subject>Erigeron breviscapus</subject><subject>Flavonoids</subject><subject>Gene expression</subject><subject>Gene regulation</subject><subject>Genes</subject><subject>Genetic markers</subject><subject>Genetic Markers - genetics</subject><subject>Genetics</subject><subject>Glucuronates - biosynthesis</subject><subject>Herbal medicine</subject><subject>Herbs</subject><subject>High-Throughput Nucleotide Sequencing - methods</subject><subject>Homology</subject><subject>Isoflavones</subject><subject>Medicinal plants</subject><subject>Multivariate analysis</subject><subject>Phylogeny</subject><subject>Plant breeding</subject><subject>Plant Proteins - genetics</subject><subject>Plant Proteins - metabolism</subject><subject>Polymorphism</subject><subject>Polymorphism, Genetic - genetics</subject><subject>Transcription factors</subject><subject>Transcriptome</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNqNk8-O0zAQxiMEYpfCGyCIhITg0GLHTlxfkKrVApVWWol_V8txxq1Lamdtp6JvwSPjbLurBu0B5RBr_JtvPJ89WfYSoxkmDH_YuN5b2c46Z2GGMEKkZI-yc8xJMa0KRB6frM-yZyFsECrJvKqeZmcF5WVVMHae_VkkjX0wIXc6j2vIo5c2KG-66LYwBC-9WYF3Nq897ExQsutD3lvlduBD3vVRRrODPKg-QttKb2wubZOrdeu8W4E1KpfKNCGvjQt7m2rEFEobEG7BYTVEttL_SorPsydatgFeHP-T7Meny-8XX6ZX15-XF4urqap4EaeFTM0AZ1pLTbhmFa-hYFo1NbBGao40RpRgXIGiupaq4FTWc0IKzDRgisgke33Q7VoXxNHMIHBJOOW0LHEilgeicXIjOm_SCffCSSNuA86vhPTp5C0ITHABjKISFFApy5qTuSow6JolwzlPWh-P1fp6C40Cm3xuR6LjHWvWYuV2gqKKETQIvDsKeHfTQ4him-5iMNyC64dz0_QGGOVDZ2_-QR_u7kitZGrAWO1SXTWIigXFc1ywKlWeZLMHqPQ1sDUqvTxtUnyU8H6UkJgIv-NK9iGI5bev_89e_xyzb0_YNcg2roNr-2icDWOQHkDlXQge9L3JGIlhcO7cEMPgiOPgpLRXpxd0n3Q3KeQvMfsXGA</recordid><startdate>20140623</startdate><enddate>20140623</enddate><creator>Jiang, Ni-Hao</creator><creator>Zhang, Guang-Hui</creator><creator>Zhang, Jia-Jin</creator><creator>Shu, Li-Ping</creator><creator>Zhang, Wei</creator><creator>Long, Guang-Qiang</creator><creator>Liu, Tao</creator><creator>Meng, Zheng-Gui</creator><creator>Chen, Jun-Wen</creator><creator>Yang, Sheng-Chao</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</general><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>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</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>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20140623</creationdate><title>Analysis of the transcriptome of Erigeron breviscapus uncovers putative scutellarin and chlorogenic acids biosynthetic genes and genetic markers</title><author>Jiang, Ni-Hao ; Zhang, Guang-Hui ; Zhang, Jia-Jin ; Shu, Li-Ping ; Zhang, Wei ; Long, Guang-Qiang ; Liu, Tao ; Meng, Zheng-Gui ; Chen, Jun-Wen ; Yang, Sheng-Chao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c692t-2a053e97ffaf39f769be27fcdbe7daf90f1043116ec4fbac294ab833217fe1403</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Acids</topic><topic>Analysis</topic><topic>Apigenin - biosynthesis</topic><topic>Biology and Life Sciences</topic><topic>Biosynthesis</topic><topic>Breeding</topic><topic>Chlorogenic Acid - metabolism</topic><topic>Corn</topic><topic>Cytochrome</topic><topic>Cytochrome P450</topic><topic>DNA sequencing</topic><topic>Enzymes</topic><topic>Erigeron - genetics</topic><topic>Erigeron - growth & development</topic><topic>Erigeron - metabolism</topic><topic>Erigeron breviscapus</topic><topic>Flavonoids</topic><topic>Gene expression</topic><topic>Gene regulation</topic><topic>Genes</topic><topic>Genetic markers</topic><topic>Genetic Markers - genetics</topic><topic>Genetics</topic><topic>Glucuronates - biosynthesis</topic><topic>Herbal medicine</topic><topic>Herbs</topic><topic>High-Throughput Nucleotide Sequencing - methods</topic><topic>Homology</topic><topic>Isoflavones</topic><topic>Medicinal plants</topic><topic>Multivariate analysis</topic><topic>Phylogeny</topic><topic>Plant breeding</topic><topic>Plant Proteins - genetics</topic><topic>Plant Proteins - metabolism</topic><topic>Polymorphism</topic><topic>Polymorphism, Genetic - genetics</topic><topic>Transcription factors</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jiang, Ni-Hao</creatorcontrib><creatorcontrib>Zhang, Guang-Hui</creatorcontrib><creatorcontrib>Zhang, Jia-Jin</creatorcontrib><creatorcontrib>Shu, Li-Ping</creatorcontrib><creatorcontrib>Zhang, Wei</creatorcontrib><creatorcontrib>Long, Guang-Qiang</creatorcontrib><creatorcontrib>Liu, Tao</creatorcontrib><creatorcontrib>Meng, Zheng-Gui</creatorcontrib><creatorcontrib>Chen, Jun-Wen</creatorcontrib><creatorcontrib>Yang, Sheng-Chao</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Opposing Viewpoints Resource Center</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Nursing & Allied Health Database</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</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>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</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>Materials Science Database</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Meteorological & Geoastrophysical Abstracts - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jiang, Ni-Hao</au><au>Zhang, Guang-Hui</au><au>Zhang, Jia-Jin</au><au>Shu, Li-Ping</au><au>Zhang, Wei</au><au>Long, Guang-Qiang</au><au>Liu, Tao</au><au>Meng, Zheng-Gui</au><au>Chen, Jun-Wen</au><au>Yang, Sheng-Chao</au><au>Chen, Shilin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Analysis of the transcriptome of Erigeron breviscapus uncovers putative scutellarin and chlorogenic acids biosynthetic genes and genetic markers</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2014-06-23</date><risdate>2014</risdate><volume>9</volume><issue>6</issue><spage>e100357</spage><epage>e100357</epage><pages>e100357-e100357</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Erigeron breviscapus (Vant.) Hand-Mazz. is a famous medicinal plant. Scutellarin and chlorogenic acids are the primary active components in this herb. However, the mechanisms of biosynthesis and regulation for scutellarin and chlorogenic acids in E. breviscapus are considerably unknown. In addition, genomic information of this herb is also unavailable.
Using Illumina sequencing on GAIIx platform, a total of 64,605,972 raw sequencing reads were generated and assembled into 73,092 non-redundant unigenes. Among them, 44,855 unigenes (61.37%) were annotated in the public databases Nr, Swiss-Prot, KEGG, and COG. The transcripts encoding the known enzymes involved in flavonoids and in chlorogenic acids biosynthesis were discovered in the Illumina dataset. Three candidate cytochrome P450 genes were discovered which might encode flavone 6-hydroase converting apigenin to scutellarein. Furthermore, 4 unigenes encoding the homologues of maize P1 (R2R3-MYB transcription factors) were defined, which might regulate the biosynthesis of scutellarin. Additionally, a total of 11,077 simple sequence repeat (SSR) were identified from 9,255 unigenes. Of SSRs, tri-nucleotide motifs were the most abundant motif. Thirty-six primer pairs for SSRs were randomly selected for validation of the amplification and polymorphism. The result revealed that 34 (94.40%) primer pairs were successfully amplified and 19 (52.78%) primer pairs exhibited polymorphisms.
Using next generation sequencing (NGS) technology, this study firstly provides abundant genomic data for E. breviscapus. The candidate genes involved in the biosynthesis and transcriptional regulation of scutellarin and chlorogenic acids were obtained in this study. Additionally, a plenty of genetic makers were generated by identification of SSRs, which is a powerful tool for molecular breeding and genetics applications in this herb.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>24956277</pmid><doi>10.1371/journal.pone.0100357</doi><oa>free_for_read</oa></addata></record> |
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source | PubMed (Medline); Publicly Available Content (ProQuest) |
subjects | Acids Analysis Apigenin - biosynthesis Biology and Life Sciences Biosynthesis Breeding Chlorogenic Acid - metabolism Corn Cytochrome Cytochrome P450 DNA sequencing Enzymes Erigeron - genetics Erigeron - growth & development Erigeron - metabolism Erigeron breviscapus Flavonoids Gene expression Gene regulation Genes Genetic markers Genetic Markers - genetics Genetics Glucuronates - biosynthesis Herbal medicine Herbs High-Throughput Nucleotide Sequencing - methods Homology Isoflavones Medicinal plants Multivariate analysis Phylogeny Plant breeding Plant Proteins - genetics Plant Proteins - metabolism Polymorphism Polymorphism, Genetic - genetics Transcription factors Transcriptome |
title | Analysis of the transcriptome of Erigeron breviscapus uncovers putative scutellarin and chlorogenic acids biosynthetic genes and genetic markers |
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