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Transcriptome Analysis of Clinopodium chinense (Benth.) O. Kuntze and Identification of Genes Involved in Triterpenoid Saponin Biosynthesis
(Benth.) O. Kuntze ( ) is an important herb in traditional Chinese medicine. Triterpenoid saponins are a major class of active compounds in with broad pharmacological activities and hemostatic, antitumor, and anti-hyperglycemic effects. To identify genes involved in triterpenoid saponin biosynthesis...
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Published in: | International journal of molecular sciences 2019-05, Vol.20 (11), p.2643 |
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description | (Benth.) O. Kuntze (
) is an important herb in traditional Chinese medicine. Triterpenoid saponins are a major class of active compounds in
with broad pharmacological activities and hemostatic, antitumor, and anti-hyperglycemic effects. To identify genes involved in triterpenoid saponin biosynthesis, transcriptomic analyses of leaves, stems, and roots from
were performed. A total of 135,968 unigenes were obtained by assembling the leaf, stem, and root transcripts, of which 102,154 were annotated in public databases. Differentially expressed genes were determined based on expression profile analysis and analyzed for differential expression of unique genes related to triterpenoid saponin biosynthesis. Multiple unigenes encoding crucial enzymes or transcription factors involved in triterpenoid saponin synthesis were identified and analyzed. The expression levels of unigenes encoding enzymes were experimentally validated using quantitative real-time PCR. This study greatly broadens the public transcriptome database for this species and provides a valuable resource for identifying candidate genes involved in the biosynthesis of triterpenoid saponins and other secondary metabolites. |
doi_str_mv | 10.3390/ijms20112643 |
format | article |
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) is an important herb in traditional Chinese medicine. Triterpenoid saponins are a major class of active compounds in
with broad pharmacological activities and hemostatic, antitumor, and anti-hyperglycemic effects. To identify genes involved in triterpenoid saponin biosynthesis, transcriptomic analyses of leaves, stems, and roots from
were performed. A total of 135,968 unigenes were obtained by assembling the leaf, stem, and root transcripts, of which 102,154 were annotated in public databases. Differentially expressed genes were determined based on expression profile analysis and analyzed for differential expression of unique genes related to triterpenoid saponin biosynthesis. Multiple unigenes encoding crucial enzymes or transcription factors involved in triterpenoid saponin synthesis were identified and analyzed. The expression levels of unigenes encoding enzymes were experimentally validated using quantitative real-time PCR. This study greatly broadens the public transcriptome database for this species and provides a valuable resource for identifying candidate genes involved in the biosynthesis of triterpenoid saponins and other secondary metabolites.</description><identifier>ISSN: 1422-0067</identifier><identifier>ISSN: 1661-6596</identifier><identifier>EISSN: 1422-0067</identifier><identifier>DOI: 10.3390/ijms20112643</identifier><identifier>PMID: 31146369</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Annotations ; Antitumor activity ; Bioinformatics ; Biosynthesis ; Clinopodium ; Clinopodium chinense (Benth.) O. Kuntze ; Coding ; differentially expressed genes ; Enzymes ; Gene expression ; Genes ; Genomes ; Genomics ; Herbal medicine ; Information processing ; Laboratories ; Leaves ; Medicine ; Metabolism ; Metabolites ; Pharmacology ; Proteins ; RNA sequencing ; Saponins ; Secondary metabolites ; Software ; Transcription factors ; transcriptome ; triterpenoid saponin biosynthesis</subject><ispartof>International journal of molecular sciences, 2019-05, Vol.20 (11), p.2643</ispartof><rights>2019. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2019 by the authors. 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c478t-a29f9a579bae3cd5e301a05d5e6704750977e2b2d4af73e4fb2f82a75ff9a8393</citedby><cites>FETCH-LOGICAL-c478t-a29f9a579bae3cd5e301a05d5e6704750977e2b2d4af73e4fb2f82a75ff9a8393</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2249944204/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2249944204?pq-origsite=primo$$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/31146369$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Shi, Yuanyuan</creatorcontrib><creatorcontrib>Zhang, Shengxiang</creatorcontrib><creatorcontrib>Peng, Daiyin</creatorcontrib><creatorcontrib>Wang, Chenkai</creatorcontrib><creatorcontrib>Zhao, Derui</creatorcontrib><creatorcontrib>Ma, Kelong</creatorcontrib><creatorcontrib>Wu, Jiawen</creatorcontrib><creatorcontrib>Huang, Luqi</creatorcontrib><title>Transcriptome Analysis of Clinopodium chinense (Benth.) O. Kuntze and Identification of Genes Involved in Triterpenoid Saponin Biosynthesis</title><title>International journal of molecular sciences</title><addtitle>Int J Mol Sci</addtitle><description>(Benth.) O. Kuntze (
) is an important herb in traditional Chinese medicine. Triterpenoid saponins are a major class of active compounds in
with broad pharmacological activities and hemostatic, antitumor, and anti-hyperglycemic effects. To identify genes involved in triterpenoid saponin biosynthesis, transcriptomic analyses of leaves, stems, and roots from
were performed. A total of 135,968 unigenes were obtained by assembling the leaf, stem, and root transcripts, of which 102,154 were annotated in public databases. Differentially expressed genes were determined based on expression profile analysis and analyzed for differential expression of unique genes related to triterpenoid saponin biosynthesis. Multiple unigenes encoding crucial enzymes or transcription factors involved in triterpenoid saponin synthesis were identified and analyzed. The expression levels of unigenes encoding enzymes were experimentally validated using quantitative real-time PCR. This study greatly broadens the public transcriptome database for this species and provides a valuable resource for identifying candidate genes involved in the biosynthesis of triterpenoid saponins and other secondary metabolites.</description><subject>Annotations</subject><subject>Antitumor activity</subject><subject>Bioinformatics</subject><subject>Biosynthesis</subject><subject>Clinopodium</subject><subject>Clinopodium chinense (Benth.) O. Kuntze</subject><subject>Coding</subject><subject>differentially expressed genes</subject><subject>Enzymes</subject><subject>Gene expression</subject><subject>Genes</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Herbal medicine</subject><subject>Information processing</subject><subject>Laboratories</subject><subject>Leaves</subject><subject>Medicine</subject><subject>Metabolism</subject><subject>Metabolites</subject><subject>Pharmacology</subject><subject>Proteins</subject><subject>RNA sequencing</subject><subject>Saponins</subject><subject>Secondary metabolites</subject><subject>Software</subject><subject>Transcription factors</subject><subject>transcriptome</subject><subject>triterpenoid saponin biosynthesis</subject><issn>1422-0067</issn><issn>1661-6596</issn><issn>1422-0067</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdkk1vEzEQhlcIREvhxhlZ4lIkEvy1H75UaqNSIir1QDhbs97ZxtGuvdi7kcJf4E_XIaVKOXn0zjvPjO3JsveMzoVQ9Ivd9JFTxnghxYvslEnOZ5QW5cuj-CR7E-OGUi54rl5nJ4IxWYhCnWZ_VgFcNMEOo--RXDrodtFG4luy6Kzzg2_s1BOztg5dRHJ-hW5czz-Ruzn5PrnxNxJwDVk2SbatNTBa7_bVN-gwkqXb-m6LDbGOrIIdMQzovG3IDxi8S-KV9XGXiJiavs1etdBFfPd4nmU_v16vFt9mt3c3y8Xl7czIshpnwFWrIC9VDShMk6OgDGiegqKkssypKkvkNW8ktKVA2da8rTiUeZvKKqHEWbY8cBsPGz0E20PYaQ9W_xV8uNcQRms61ArqSoBRRStRKlXWeWMkVAVlCc9lnlgXB9Yw1T02Jj1DgO4Z9HnG2bW-91tdFJSynCXA-SMg-F8TxlH3NhrsOnDop6g5F6LKFRP7Xh__s278FNKP7V1pOik5lcn1-eAywccYsH0ahlG93xh9vDHJ_uH4Ak_mfysiHgAbvb5c</recordid><startdate>20190529</startdate><enddate>20190529</enddate><creator>Shi, Yuanyuan</creator><creator>Zhang, Shengxiang</creator><creator>Peng, Daiyin</creator><creator>Wang, Chenkai</creator><creator>Zhao, Derui</creator><creator>Ma, Kelong</creator><creator>Wu, Jiawen</creator><creator>Huang, Luqi</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20190529</creationdate><title>Transcriptome Analysis of Clinopodium chinense (Benth.) O. Kuntze and Identification of Genes Involved in Triterpenoid Saponin Biosynthesis</title><author>Shi, Yuanyuan ; Zhang, Shengxiang ; Peng, Daiyin ; Wang, Chenkai ; Zhao, Derui ; Ma, Kelong ; Wu, Jiawen ; Huang, Luqi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c478t-a29f9a579bae3cd5e301a05d5e6704750977e2b2d4af73e4fb2f82a75ff9a8393</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Annotations</topic><topic>Antitumor activity</topic><topic>Bioinformatics</topic><topic>Biosynthesis</topic><topic>Clinopodium</topic><topic>Clinopodium chinense (Benth.) O. Kuntze</topic><topic>Coding</topic><topic>differentially expressed genes</topic><topic>Enzymes</topic><topic>Gene expression</topic><topic>Genes</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Herbal medicine</topic><topic>Information processing</topic><topic>Laboratories</topic><topic>Leaves</topic><topic>Medicine</topic><topic>Metabolism</topic><topic>Metabolites</topic><topic>Pharmacology</topic><topic>Proteins</topic><topic>RNA sequencing</topic><topic>Saponins</topic><topic>Secondary metabolites</topic><topic>Software</topic><topic>Transcription factors</topic><topic>transcriptome</topic><topic>triterpenoid saponin biosynthesis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shi, Yuanyuan</creatorcontrib><creatorcontrib>Zhang, Shengxiang</creatorcontrib><creatorcontrib>Peng, Daiyin</creatorcontrib><creatorcontrib>Wang, Chenkai</creatorcontrib><creatorcontrib>Zhao, Derui</creatorcontrib><creatorcontrib>Ma, Kelong</creatorcontrib><creatorcontrib>Wu, Jiawen</creatorcontrib><creatorcontrib>Huang, Luqi</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Research Library (Corporate)</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>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>International journal of molecular sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shi, Yuanyuan</au><au>Zhang, Shengxiang</au><au>Peng, Daiyin</au><au>Wang, Chenkai</au><au>Zhao, Derui</au><au>Ma, Kelong</au><au>Wu, Jiawen</au><au>Huang, Luqi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transcriptome Analysis of Clinopodium chinense (Benth.) O. Kuntze and Identification of Genes Involved in Triterpenoid Saponin Biosynthesis</atitle><jtitle>International journal of molecular sciences</jtitle><addtitle>Int J Mol Sci</addtitle><date>2019-05-29</date><risdate>2019</risdate><volume>20</volume><issue>11</issue><spage>2643</spage><pages>2643-</pages><issn>1422-0067</issn><issn>1661-6596</issn><eissn>1422-0067</eissn><abstract>(Benth.) O. Kuntze (
) is an important herb in traditional Chinese medicine. Triterpenoid saponins are a major class of active compounds in
with broad pharmacological activities and hemostatic, antitumor, and anti-hyperglycemic effects. To identify genes involved in triterpenoid saponin biosynthesis, transcriptomic analyses of leaves, stems, and roots from
were performed. A total of 135,968 unigenes were obtained by assembling the leaf, stem, and root transcripts, of which 102,154 were annotated in public databases. Differentially expressed genes were determined based on expression profile analysis and analyzed for differential expression of unique genes related to triterpenoid saponin biosynthesis. Multiple unigenes encoding crucial enzymes or transcription factors involved in triterpenoid saponin synthesis were identified and analyzed. The expression levels of unigenes encoding enzymes were experimentally validated using quantitative real-time PCR. This study greatly broadens the public transcriptome database for this species and provides a valuable resource for identifying candidate genes involved in the biosynthesis of triterpenoid saponins and other secondary metabolites.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>31146369</pmid><doi>10.3390/ijms20112643</doi><oa>free_for_read</oa></addata></record> |
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subjects | Annotations Antitumor activity Bioinformatics Biosynthesis Clinopodium Clinopodium chinense (Benth.) O. Kuntze Coding differentially expressed genes Enzymes Gene expression Genes Genomes Genomics Herbal medicine Information processing Laboratories Leaves Medicine Metabolism Metabolites Pharmacology Proteins RNA sequencing Saponins Secondary metabolites Software Transcription factors transcriptome triterpenoid saponin biosynthesis |
title | Transcriptome Analysis of Clinopodium chinense (Benth.) O. Kuntze and Identification of Genes Involved in Triterpenoid Saponin Biosynthesis |
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