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De novo Sequencing and Analysis of Salvia hispanica Tissue-Specific Transcriptome and Identification of Genes Involved in Terpenoid Biosynthesis
(commonly known as chia) is gaining popularity worldwide as a healthy food supplement due to its low saturated fatty acid and high polyunsaturated fatty acid content, in addition to being rich in protein, fiber, and antioxidants. Chia leaves contain plethora of secondary metabolites with medicinal p...
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Published in: | Plants (Basel) 2020-03, Vol.9 (3), p.405 |
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description | (commonly known as chia) is gaining popularity worldwide as a healthy food supplement due to its low saturated fatty acid and high polyunsaturated fatty acid content, in addition to being rich in protein, fiber, and antioxidants. Chia leaves contain plethora of secondary metabolites with medicinal properties. In this study, we sequenced chia leaf and root transcriptomes using the Illumina platform. The short reads were assembled into contigs using the Trinity software and annotated against the Uniprot database. The reads were de novo assembled into 103,367 contigs, which represented 92.8% transcriptome completeness and a diverse set of Gene Ontology terms. Differential expression analysis identified 6151 and 8116 contigs significantly upregulated in the leaf and root tissues, respectively. In addition, we identified 30 contigs belonging to the Terpene synthase (TPS) family and demonstrated their evolutionary relationships to tomato TPS family members. Finally, we characterized the expression of
TPS members in leaves subjected to abiotic stresses and hormone treatments. Abscisic acid had the most pronounced effect on the expression of the TPS genes tested in this study. Our work provides valuable community resources for future studies aimed at improving and utilizing the beneficial constituents of this emerging healthy food source. |
doi_str_mv | 10.3390/plants9030405 |
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TPS members in leaves subjected to abiotic stresses and hormone treatments. Abscisic acid had the most pronounced effect on the expression of the TPS genes tested in this study. Our work provides valuable community resources for future studies aimed at improving and utilizing the beneficial constituents of this emerging healthy food source.</description><identifier>ISSN: 2223-7747</identifier><identifier>EISSN: 2223-7747</identifier><identifier>DOI: 10.3390/plants9030405</identifier><identifier>PMID: 32213996</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Abscisic acid ; Antioxidants ; assembly ; Biosynthesis ; Dietary supplements ; differential expression ; Enzymes ; Fatty acids ; Flavonoids ; Flowers & plants ; Food ; Food sources ; Gene expression ; Generalized linear models ; Genes ; Genomes ; Genomics ; Hydrocarbons ; Leaves ; Metabolism ; Metabolites ; Oils & fats ; plant ; Plant tissues ; Polyunsaturated fatty acids ; rna-seq ; Salvia columbariae ; Salvia hispanica ; Secondary metabolites ; Seeds ; Terpene synthase ; Tomatoes</subject><ispartof>Plants (Basel), 2020-03, Vol.9 (3), p.405</ispartof><rights>2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2020 by the authors. 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c547t-3694d3370c67ba4f098eea783b402e0c0abb78233d9c7164ace36445a15af27a3</citedby><cites>FETCH-LOGICAL-c547t-3694d3370c67ba4f098eea783b402e0c0abb78233d9c7164ace36445a15af27a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2384091533/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2384091533?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,74998</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32213996$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wimberley, James</creatorcontrib><creatorcontrib>Cahill, Joseph</creatorcontrib><creatorcontrib>Atamian, Hagop S</creatorcontrib><title>De novo Sequencing and Analysis of Salvia hispanica Tissue-Specific Transcriptome and Identification of Genes Involved in Terpenoid Biosynthesis</title><title>Plants (Basel)</title><addtitle>Plants (Basel)</addtitle><description>(commonly known as chia) is gaining popularity worldwide as a healthy food supplement due to its low saturated fatty acid and high polyunsaturated fatty acid content, in addition to being rich in protein, fiber, and antioxidants. Chia leaves contain plethora of secondary metabolites with medicinal properties. In this study, we sequenced chia leaf and root transcriptomes using the Illumina platform. The short reads were assembled into contigs using the Trinity software and annotated against the Uniprot database. The reads were de novo assembled into 103,367 contigs, which represented 92.8% transcriptome completeness and a diverse set of Gene Ontology terms. Differential expression analysis identified 6151 and 8116 contigs significantly upregulated in the leaf and root tissues, respectively. In addition, we identified 30 contigs belonging to the Terpene synthase (TPS) family and demonstrated their evolutionary relationships to tomato TPS family members. Finally, we characterized the expression of
TPS members in leaves subjected to abiotic stresses and hormone treatments. Abscisic acid had the most pronounced effect on the expression of the TPS genes tested in this study. Our work provides valuable community resources for future studies aimed at improving and utilizing the beneficial constituents of this emerging healthy food source.</description><subject>Abscisic acid</subject><subject>Antioxidants</subject><subject>assembly</subject><subject>Biosynthesis</subject><subject>Dietary supplements</subject><subject>differential expression</subject><subject>Enzymes</subject><subject>Fatty acids</subject><subject>Flavonoids</subject><subject>Flowers & plants</subject><subject>Food</subject><subject>Food sources</subject><subject>Gene expression</subject><subject>Generalized linear models</subject><subject>Genes</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Hydrocarbons</subject><subject>Leaves</subject><subject>Metabolism</subject><subject>Metabolites</subject><subject>Oils & fats</subject><subject>plant</subject><subject>Plant tissues</subject><subject>Polyunsaturated fatty acids</subject><subject>rna-seq</subject><subject>Salvia columbariae</subject><subject>Salvia hispanica</subject><subject>Secondary metabolites</subject><subject>Seeds</subject><subject>Terpene synthase</subject><subject>Tomatoes</subject><issn>2223-7747</issn><issn>2223-7747</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNpdks1qGzEUhYfS0gQ3y26LoJtuJtXfjEabQpo2qSHQhd21uKO5Y8uMpak0Nvgt-siV4zTEFQIJnaNPupxbFO8ZvRZC08_jAH5KmgoqafWquOSci1IpqV6_2F8UVyltaB5Nnqx-W1wIzpnQur4s_nxD4sM-kAX-3qG3zq8I-I7ceBgOySUSerKAYe-ArF0awTsLZOlS2mG5GNG63lmyjOCTjW6cwhYfr8879NNRg8kFf4Tco8dE5n4fhj12xHmyxDiiD64jX11IBz-tMT_4rnjTw5Dw6mmdFb_uvi9vf5QPP-_ntzcPpa2kmkpRa9kJoaitVQuyp7pBBNWIVlKO1FJoW9VwITptFaslWBS1lBWwCnquQMyK-YnbBdiYMbotxIMJ4MzjQYgrA3FydkAjGTCdWZWUtdRV02RExymrdN_CUZgVX06scddusbO59gjDGfRc8W5tVmFvFKtko0QGfHoCxJBjSJPZumRxyPFi2CXDRSM5Y5rW2frxP-sm7GJO6-SimlXiCCxPLhtDShH7588wao6tY85aJ_s_vKzg2f2vUcRf1YnBiQ</recordid><startdate>20200324</startdate><enddate>20200324</enddate><creator>Wimberley, James</creator><creator>Cahill, Joseph</creator><creator>Atamian, Hagop S</creator><general>MDPI AG</general><general>MDPI</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SN</scope><scope>7SS</scope><scope>7T7</scope><scope>7X2</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M0K</scope><scope>M7P</scope><scope>P64</scope><scope>PATMY</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PYCSY</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20200324</creationdate><title>De novo Sequencing and Analysis of Salvia hispanica Tissue-Specific Transcriptome and Identification of Genes Involved in Terpenoid Biosynthesis</title><author>Wimberley, James ; Cahill, Joseph ; Atamian, Hagop S</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c547t-3694d3370c67ba4f098eea783b402e0c0abb78233d9c7164ace36445a15af27a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Abscisic acid</topic><topic>Antioxidants</topic><topic>assembly</topic><topic>Biosynthesis</topic><topic>Dietary supplements</topic><topic>differential expression</topic><topic>Enzymes</topic><topic>Fatty acids</topic><topic>Flavonoids</topic><topic>Flowers & plants</topic><topic>Food</topic><topic>Food sources</topic><topic>Gene expression</topic><topic>Generalized linear models</topic><topic>Genes</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Hydrocarbons</topic><topic>Leaves</topic><topic>Metabolism</topic><topic>Metabolites</topic><topic>Oils & fats</topic><topic>plant</topic><topic>Plant tissues</topic><topic>Polyunsaturated fatty acids</topic><topic>rna-seq</topic><topic>Salvia columbariae</topic><topic>Salvia hispanica</topic><topic>Secondary metabolites</topic><topic>Seeds</topic><topic>Terpene synthase</topic><topic>Tomatoes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wimberley, James</creatorcontrib><creatorcontrib>Cahill, Joseph</creatorcontrib><creatorcontrib>Atamian, Hagop S</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Agricultural Science Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Agricultural & Environmental Science</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>AUTh Library subscriptions: ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>Biological Sciences</collection><collection>Agriculture Science Database</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Environmental Science Database</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>Environmental Science Collection</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>Plants (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wimberley, James</au><au>Cahill, Joseph</au><au>Atamian, Hagop S</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>De novo Sequencing and Analysis of Salvia hispanica Tissue-Specific Transcriptome and Identification of Genes Involved in Terpenoid Biosynthesis</atitle><jtitle>Plants (Basel)</jtitle><addtitle>Plants (Basel)</addtitle><date>2020-03-24</date><risdate>2020</risdate><volume>9</volume><issue>3</issue><spage>405</spage><pages>405-</pages><issn>2223-7747</issn><eissn>2223-7747</eissn><abstract>(commonly known as chia) is gaining popularity worldwide as a healthy food supplement due to its low saturated fatty acid and high polyunsaturated fatty acid content, in addition to being rich in protein, fiber, and antioxidants. Chia leaves contain plethora of secondary metabolites with medicinal properties. In this study, we sequenced chia leaf and root transcriptomes using the Illumina platform. The short reads were assembled into contigs using the Trinity software and annotated against the Uniprot database. The reads were de novo assembled into 103,367 contigs, which represented 92.8% transcriptome completeness and a diverse set of Gene Ontology terms. Differential expression analysis identified 6151 and 8116 contigs significantly upregulated in the leaf and root tissues, respectively. In addition, we identified 30 contigs belonging to the Terpene synthase (TPS) family and demonstrated their evolutionary relationships to tomato TPS family members. Finally, we characterized the expression of
TPS members in leaves subjected to abiotic stresses and hormone treatments. Abscisic acid had the most pronounced effect on the expression of the TPS genes tested in this study. Our work provides valuable community resources for future studies aimed at improving and utilizing the beneficial constituents of this emerging healthy food source.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>32213996</pmid><doi>10.3390/plants9030405</doi><oa>free_for_read</oa></addata></record> |
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subjects | Abscisic acid Antioxidants assembly Biosynthesis Dietary supplements differential expression Enzymes Fatty acids Flavonoids Flowers & plants Food Food sources Gene expression Generalized linear models Genes Genomes Genomics Hydrocarbons Leaves Metabolism Metabolites Oils & fats plant Plant tissues Polyunsaturated fatty acids rna-seq Salvia columbariae Salvia hispanica Secondary metabolites Seeds Terpene synthase Tomatoes |
title | De novo Sequencing and Analysis of Salvia hispanica Tissue-Specific Transcriptome and Identification of Genes Involved in Terpenoid Biosynthesis |
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