Transcriptome and Metabolite analysis reveal candidate genes of the cardiac glycoside biosynthetic pathway from Calotropis procera
Calotropis procera is a medicinal plant of immense importance due to its pharmaceutical active components, especially cardiac glycosides (CG). As genomic resources for this plant are limited, the genes involved in CG biosynthetic pathway remain largely unknown till date. Our study on stage and tissu...
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description | Calotropis procera
is a medicinal plant of immense importance due to its pharmaceutical active components, especially cardiac glycosides (CG). As genomic resources for this plant are limited, the genes involved in CG biosynthetic pathway remain largely unknown till date. Our study on stage and tissue specific metabolite accumulation showed that CG’s were maximally accumulated in stems of 3 month old seedlings.
De novo
transcriptome sequencing of same was done using high throughput Illumina HiSeq platform generating 44074 unigenes with average mean length of 1785 base pair. Around 66.6% of unigenes were annotated by using various public databases and 5324 unigenes showed significant match in the KEGG database involved in 133 different pathways of plant metabolism. Further KEGG analysis resulted in identification of 336 unigenes involved in cardenolide biosynthesis. Tissue specific expression analysis of 30 putative transcripts involved in terpenoid, steroid and cardenolide pathways showed a positive correlation between metabolite and transcript accumulation. Wound stress elevated CG levels as well the levels of the putative transcripts involved in its biosynthetic pathways. This result further validated the involvement of identified transcripts in CGs biosynthesis. The identified transcripts will lay a substantial foundation for further research on metabolic engineering and regulation of cardiac glycosides biosynthesis pathway genes. |
doi_str_mv | 10.1038/srep34464 |
format | Article |
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is a medicinal plant of immense importance due to its pharmaceutical active components, especially cardiac glycosides (CG). As genomic resources for this plant are limited, the genes involved in CG biosynthetic pathway remain largely unknown till date. Our study on stage and tissue specific metabolite accumulation showed that CG’s were maximally accumulated in stems of 3 month old seedlings.
De novo
transcriptome sequencing of same was done using high throughput Illumina HiSeq platform generating 44074 unigenes with average mean length of 1785 base pair. Around 66.6% of unigenes were annotated by using various public databases and 5324 unigenes showed significant match in the KEGG database involved in 133 different pathways of plant metabolism. Further KEGG analysis resulted in identification of 336 unigenes involved in cardenolide biosynthesis. Tissue specific expression analysis of 30 putative transcripts involved in terpenoid, steroid and cardenolide pathways showed a positive correlation between metabolite and transcript accumulation. Wound stress elevated CG levels as well the levels of the putative transcripts involved in its biosynthetic pathways. This result further validated the involvement of identified transcripts in CGs biosynthesis. The identified transcripts will lay a substantial foundation for further research on metabolic engineering and regulation of cardiac glycosides biosynthesis pathway genes.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/srep34464</identifier><identifier>PMID: 27703261</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>38/43 ; 38/77 ; 38/90 ; 45 ; 49/40 ; 631/449/2661 ; 631/449/2667 ; Biosynthesis ; Calotropis - genetics ; Calotropis - metabolism ; Cardiac glycosides ; Cardiac Glycosides - biosynthesis ; Cardiac Glycosides - genetics ; Gene expression ; Genes, Plant ; Glycosides ; Humanities and Social Sciences ; Medicinal plants ; Metabolic engineering ; Metabolites ; Metabolome - physiology ; multidisciplinary ; Plant metabolism ; Science ; Seedlings ; Stems ; Transcription ; Transcriptome - physiology ; Wounds</subject><ispartof>Scientific reports, 2016-10, Vol.6 (1), p.34464-34464, Article 34464</ispartof><rights>The Author(s) 2016</rights><rights>Copyright Nature Publishing Group Oct 2016</rights><rights>Copyright © 2016, The Author(s) 2016 The Author(s)</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c438t-1498e423afb68b8463df448e6cc01cfaab546197f16a6c3943e4933b7963a2233</citedby><cites>FETCH-LOGICAL-c438t-1498e423afb68b8463df448e6cc01cfaab546197f16a6c3943e4933b7963a2233</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5050527/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5050527/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,41096,42165,51551,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27703261$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Pandey, Akansha</creatorcontrib><creatorcontrib>Swarnkar, Vishakha</creatorcontrib><creatorcontrib>Pandey, Tushar</creatorcontrib><creatorcontrib>Srivastava, Piush</creatorcontrib><creatorcontrib>Kanojiya, Sanjeev</creatorcontrib><creatorcontrib>Mishra, Dipak Kumar</creatorcontrib><creatorcontrib>Tripathi, Vineeta</creatorcontrib><title>Transcriptome and Metabolite analysis reveal candidate genes of the cardiac glycoside biosynthetic pathway from Calotropis procera</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Calotropis procera
is a medicinal plant of immense importance due to its pharmaceutical active components, especially cardiac glycosides (CG). As genomic resources for this plant are limited, the genes involved in CG biosynthetic pathway remain largely unknown till date. Our study on stage and tissue specific metabolite accumulation showed that CG’s were maximally accumulated in stems of 3 month old seedlings.
De novo
transcriptome sequencing of same was done using high throughput Illumina HiSeq platform generating 44074 unigenes with average mean length of 1785 base pair. Around 66.6% of unigenes were annotated by using various public databases and 5324 unigenes showed significant match in the KEGG database involved in 133 different pathways of plant metabolism. Further KEGG analysis resulted in identification of 336 unigenes involved in cardenolide biosynthesis. Tissue specific expression analysis of 30 putative transcripts involved in terpenoid, steroid and cardenolide pathways showed a positive correlation between metabolite and transcript accumulation. Wound stress elevated CG levels as well the levels of the putative transcripts involved in its biosynthetic pathways. This result further validated the involvement of identified transcripts in CGs biosynthesis. The identified transcripts will lay a substantial foundation for further research on metabolic engineering and regulation of cardiac glycosides biosynthesis pathway genes.</description><subject>38/43</subject><subject>38/77</subject><subject>38/90</subject><subject>45</subject><subject>49/40</subject><subject>631/449/2661</subject><subject>631/449/2667</subject><subject>Biosynthesis</subject><subject>Calotropis - genetics</subject><subject>Calotropis - metabolism</subject><subject>Cardiac glycosides</subject><subject>Cardiac Glycosides - biosynthesis</subject><subject>Cardiac Glycosides - genetics</subject><subject>Gene expression</subject><subject>Genes, Plant</subject><subject>Glycosides</subject><subject>Humanities and Social Sciences</subject><subject>Medicinal plants</subject><subject>Metabolic engineering</subject><subject>Metabolites</subject><subject>Metabolome - physiology</subject><subject>multidisciplinary</subject><subject>Plant metabolism</subject><subject>Science</subject><subject>Seedlings</subject><subject>Stems</subject><subject>Transcription</subject><subject>Transcriptome - physiology</subject><subject>Wounds</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNplkV1rFDEYhQdRbKm98A9IwBstrOZrMpMboSxWhYo39Tq8k3lnNyUzGZNsZW795WbZuqyaXOTjPJwccqrqJaPvGBXt-xRxFlIq-aQ651TWKy44f3qyP6suU7qnZdRcS6afV2e8aajgip1Xv-4iTMlGN-cwIoGpJ18xQxe8y_sj-CW5RCI-IHhii-56KMoGJ0wkDCRvsVzH3oElG7_YkFyPpHMhLVPRsrNkhrz9CQsZYhjJGnzIMczFdI7BYoQX1bMBfMLLx_Wi-n7z8W79eXX77dOX9fXtykrR5hWTukXJBQydartWKtEPUraorKXMDgBdLRXTzcAUKCu0FCi1EF2jlQDOhbioPhx85103Ym9xyhG8maMbIS4mgDN_K5Pbmk14MDUtkzfF4M2jQQw_dpiyGV2y6D1MGHbJsFbUoi059-jrf9D7sIvlN_eU1lRrqetCvT1QNoZUehyOYRg1-3LNsdzCvjpNfyT_VFmAqwOQijRtMJ48-Z_bbxCisPU</recordid><startdate>20161005</startdate><enddate>20161005</enddate><creator>Pandey, Akansha</creator><creator>Swarnkar, Vishakha</creator><creator>Pandey, Tushar</creator><creator>Srivastava, Piush</creator><creator>Kanojiya, Sanjeev</creator><creator>Mishra, Dipak Kumar</creator><creator>Tripathi, Vineeta</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</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>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20161005</creationdate><title>Transcriptome and Metabolite analysis reveal candidate genes of the cardiac glycoside biosynthetic pathway from Calotropis procera</title><author>Pandey, Akansha ; 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is a medicinal plant of immense importance due to its pharmaceutical active components, especially cardiac glycosides (CG). As genomic resources for this plant are limited, the genes involved in CG biosynthetic pathway remain largely unknown till date. Our study on stage and tissue specific metabolite accumulation showed that CG’s were maximally accumulated in stems of 3 month old seedlings.
De novo
transcriptome sequencing of same was done using high throughput Illumina HiSeq platform generating 44074 unigenes with average mean length of 1785 base pair. Around 66.6% of unigenes were annotated by using various public databases and 5324 unigenes showed significant match in the KEGG database involved in 133 different pathways of plant metabolism. Further KEGG analysis resulted in identification of 336 unigenes involved in cardenolide biosynthesis. Tissue specific expression analysis of 30 putative transcripts involved in terpenoid, steroid and cardenolide pathways showed a positive correlation between metabolite and transcript accumulation. Wound stress elevated CG levels as well the levels of the putative transcripts involved in its biosynthetic pathways. This result further validated the involvement of identified transcripts in CGs biosynthesis. The identified transcripts will lay a substantial foundation for further research on metabolic engineering and regulation of cardiac glycosides biosynthesis pathway genes.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>27703261</pmid><doi>10.1038/srep34464</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 38/43 38/77 38/90 45 49/40 631/449/2661 631/449/2667 Biosynthesis Calotropis - genetics Calotropis - metabolism Cardiac glycosides Cardiac Glycosides - biosynthesis Cardiac Glycosides - genetics Gene expression Genes, Plant Glycosides Humanities and Social Sciences Medicinal plants Metabolic engineering Metabolites Metabolome - physiology multidisciplinary Plant metabolism Science Seedlings Stems Transcription Transcriptome - physiology Wounds |
title | Transcriptome and Metabolite analysis reveal candidate genes of the cardiac glycoside biosynthetic pathway from Calotropis procera |
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