Dhurrin metabolism in the developing grain of Sorghum bicolor (L.) Moench investigated by metabolite profiling and novel clustering analyses of time-resolved transcriptomic data
The important cereal crop Sorghum bicolor (L.) Moench biosynthesize and accumulate the defensive compound dhurrin during development. Previous work has suggested multiple roles for the compound including a function as nitrogen storage/buffer. Crucial for this function is the endogenous turnover of d...
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description | The important cereal crop Sorghum bicolor (L.) Moench biosynthesize and accumulate the defensive compound dhurrin during development. Previous work has suggested multiple roles for the compound including a function as nitrogen storage/buffer. Crucial for this function is the endogenous turnover of dhurrin for which putative pathways have been suggested but not confirmed.
In this study, the biosynthesis and endogenous turnover of dhurrin in the developing sorghum grain was studied by metabolite profiling and time-resolved transcriptome analyses. Dhurrin was found to accumulate in the early phase of grain development reaching maximum amounts 25 days after pollination. During the subsequent maturation period, the dhurrin content was turned over, resulting in only negligible residual dhurrin amounts in the mature grain. Dhurrin accumulation correlated with the transcript abundance of the three genes involved in biosynthesis. Despite the accumulation of dhurrin, the grains were acyanogenic as demonstrated by the lack of hydrogen cyanide release from macerated grain tissue and by the absence of transcripts encoding dhurrinases. With the missing activity of dhurrinases, the decrease in dhurrin content in the course of grain maturation represents the operation of hitherto uncharacterized endogenous dhurrin turnover pathways. Evidence for the operation of two such pathways was obtained by metabolite profiling and time-resolved transcriptome analysis. By combining cluster- and phylogenetic analyses with the metabolite profiling, potential gene candidates of glutathione S-transferases, nitrilases and glycosyl transferases involved in these pathways were identified. The absence of dhurrin in the mature grain was replaced by a high content of proanthocyanidins. Cluster- and phylogenetic analyses coupled with metabolite profiling, identified gene candidates involved in proanthocyanidin biosynthesis in sorghum.
The results presented in this article reveal the existence of two endogenous dhurrin turnover pathways in sorghum, identify genes putatively involved in these transformations and show that dhurrin in addition to its insect deterrent properties may serve as a storage form of reduced nitrogen. In the course of sorghum grain maturation, proanthocyanidins replace dhurrin as a defense compound. The lack of cyanogenesis in the developing sorghum grain renders this a unique experimental system to study CNglc synthesis as well as endogenous turnover. |
doi_str_mv | 10.1186/s12864-016-3360-4 |
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In this study, the biosynthesis and endogenous turnover of dhurrin in the developing sorghum grain was studied by metabolite profiling and time-resolved transcriptome analyses. Dhurrin was found to accumulate in the early phase of grain development reaching maximum amounts 25 days after pollination. During the subsequent maturation period, the dhurrin content was turned over, resulting in only negligible residual dhurrin amounts in the mature grain. Dhurrin accumulation correlated with the transcript abundance of the three genes involved in biosynthesis. Despite the accumulation of dhurrin, the grains were acyanogenic as demonstrated by the lack of hydrogen cyanide release from macerated grain tissue and by the absence of transcripts encoding dhurrinases. With the missing activity of dhurrinases, the decrease in dhurrin content in the course of grain maturation represents the operation of hitherto uncharacterized endogenous dhurrin turnover pathways. Evidence for the operation of two such pathways was obtained by metabolite profiling and time-resolved transcriptome analysis. By combining cluster- and phylogenetic analyses with the metabolite profiling, potential gene candidates of glutathione S-transferases, nitrilases and glycosyl transferases involved in these pathways were identified. The absence of dhurrin in the mature grain was replaced by a high content of proanthocyanidins. Cluster- and phylogenetic analyses coupled with metabolite profiling, identified gene candidates involved in proanthocyanidin biosynthesis in sorghum.
The results presented in this article reveal the existence of two endogenous dhurrin turnover pathways in sorghum, identify genes putatively involved in these transformations and show that dhurrin in addition to its insect deterrent properties may serve as a storage form of reduced nitrogen. In the course of sorghum grain maturation, proanthocyanidins replace dhurrin as a defense compound. The lack of cyanogenesis in the developing sorghum grain renders this a unique experimental system to study CNglc synthesis as well as endogenous turnover.</description><identifier>ISSN: 1471-2164</identifier><identifier>EISSN: 1471-2164</identifier><identifier>DOI: 10.1186/s12864-016-3360-4</identifier><identifier>PMID: 27964718</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Analysis ; Cluster Analysis ; Cyanides - metabolism ; Gene Expression Profiling ; Gene Expression Regulation, Plant ; Glutathione transferase ; Glutathione Transferase - metabolism ; Metabolites ; Metabolome ; Metabolomics - methods ; Nitriles - metabolism ; Phylogeny ; Physiological aspects ; Proanthocyanidins - metabolism ; Seeds - genetics ; Seeds - metabolism ; Sorghum - classification ; Sorghum - genetics ; Sorghum - growth & development ; Sorghum - metabolism ; Transcription (Genetics) ; Transcriptome</subject><ispartof>BMC genomics, 2016-12, Vol.17 (1), p.1021-1021, Article 1021</ispartof><rights>COPYRIGHT 2016 BioMed Central Ltd.</rights><rights>Copyright BioMed Central 2016</rights><rights>The Author(s). 2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c528t-61879d3f817a855996ff69a7b51fdc7a433ac8d55eb5bb38f8b2ec8525e037473</citedby><cites>FETCH-LOGICAL-c528t-61879d3f817a855996ff69a7b51fdc7a433ac8d55eb5bb38f8b2ec8525e037473</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/PMC5154151/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5154151/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,864,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27964718$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Nielsen, Lasse Janniche</creatorcontrib><creatorcontrib>Stuart, Peter</creatorcontrib><creatorcontrib>Pičmanová, Martina</creatorcontrib><creatorcontrib>Rasmussen, Simon</creatorcontrib><creatorcontrib>Olsen, Carl Erik</creatorcontrib><creatorcontrib>Harholt, Jesper</creatorcontrib><creatorcontrib>Møller, Birger Lindberg</creatorcontrib><creatorcontrib>Bjarnholt, Nanna</creatorcontrib><title>Dhurrin metabolism in the developing grain of Sorghum bicolor (L.) Moench investigated by metabolite profiling and novel clustering analyses of time-resolved transcriptomic data</title><title>BMC genomics</title><addtitle>BMC Genomics</addtitle><description>The important cereal crop Sorghum bicolor (L.) Moench biosynthesize and accumulate the defensive compound dhurrin during development. Previous work has suggested multiple roles for the compound including a function as nitrogen storage/buffer. Crucial for this function is the endogenous turnover of dhurrin for which putative pathways have been suggested but not confirmed.
In this study, the biosynthesis and endogenous turnover of dhurrin in the developing sorghum grain was studied by metabolite profiling and time-resolved transcriptome analyses. Dhurrin was found to accumulate in the early phase of grain development reaching maximum amounts 25 days after pollination. During the subsequent maturation period, the dhurrin content was turned over, resulting in only negligible residual dhurrin amounts in the mature grain. Dhurrin accumulation correlated with the transcript abundance of the three genes involved in biosynthesis. Despite the accumulation of dhurrin, the grains were acyanogenic as demonstrated by the lack of hydrogen cyanide release from macerated grain tissue and by the absence of transcripts encoding dhurrinases. With the missing activity of dhurrinases, the decrease in dhurrin content in the course of grain maturation represents the operation of hitherto uncharacterized endogenous dhurrin turnover pathways. Evidence for the operation of two such pathways was obtained by metabolite profiling and time-resolved transcriptome analysis. By combining cluster- and phylogenetic analyses with the metabolite profiling, potential gene candidates of glutathione S-transferases, nitrilases and glycosyl transferases involved in these pathways were identified. The absence of dhurrin in the mature grain was replaced by a high content of proanthocyanidins. Cluster- and phylogenetic analyses coupled with metabolite profiling, identified gene candidates involved in proanthocyanidin biosynthesis in sorghum.
The results presented in this article reveal the existence of two endogenous dhurrin turnover pathways in sorghum, identify genes putatively involved in these transformations and show that dhurrin in addition to its insect deterrent properties may serve as a storage form of reduced nitrogen. In the course of sorghum grain maturation, proanthocyanidins replace dhurrin as a defense compound. The lack of cyanogenesis in the developing sorghum grain renders this a unique experimental system to study CNglc synthesis as well as endogenous turnover.</description><subject>Analysis</subject><subject>Cluster Analysis</subject><subject>Cyanides - metabolism</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Plant</subject><subject>Glutathione transferase</subject><subject>Glutathione Transferase - metabolism</subject><subject>Metabolites</subject><subject>Metabolome</subject><subject>Metabolomics - methods</subject><subject>Nitriles - metabolism</subject><subject>Phylogeny</subject><subject>Physiological aspects</subject><subject>Proanthocyanidins - metabolism</subject><subject>Seeds - genetics</subject><subject>Seeds - metabolism</subject><subject>Sorghum - classification</subject><subject>Sorghum - genetics</subject><subject>Sorghum - growth & development</subject><subject>Sorghum - metabolism</subject><subject>Transcription (Genetics)</subject><subject>Transcriptome</subject><issn>1471-2164</issn><issn>1471-2164</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNptUstu1DAUjRCIlsIHsEGW2LSLDHFix84GqSqvSoOQKKwtx7lJXDn2YDujzmfxhzhMGToIeeHHPedc69yTZS9xscKY128CLnlN8gLXeVXVRU4eZaeYMJyXuCaPH5xPsmch3BYFZrykT7OTkjV1qvHT7Oe7cfZeWzRBlK0zOkwo3eIIqIMtGLfRdkCDl-nR9ejG-WGcJ9Rq5Yzz6Hy9ukCfHVg1JtoWQtSDjNChdndQjIA23vXaLErSdsi6JIyUmUMEv3-UZhcgLB2iniD3EJzZJpnopQ3K6010k1aok1E-z5700gR4cb-fZd8_vP929Slff_l4fXW5zhUtecxrzFnTVT3HTHJKm6bu-7qRrKW47xSTpKqk4h2l0NK2rXjP2xIUpyWFomKEVWfZ273uZm4n6BTY9BkjNl5P0u-Ek1ocV6wexeC2gmJKMMVJ4PxewLsfc7JGTDooMEZacHMQmNM0P8LY0uv1P9BbN_vkym8UqUvOquIvapAGhLa9S33VIiou04d5QUpeJtTqP6i0OkgWOgtpEnBMuDgiJEyEuzjIOQRxffP1GIv3WOVdCB76gx-4EEsmxT6TImVSLJkUJHFePTTywPgTwuoX6P_e9g</recordid><startdate>20161213</startdate><enddate>20161213</enddate><creator>Nielsen, Lasse Janniche</creator><creator>Stuart, Peter</creator><creator>Pičmanová, Martina</creator><creator>Rasmussen, Simon</creator><creator>Olsen, Carl Erik</creator><creator>Harholt, Jesper</creator><creator>Møller, Birger Lindberg</creator><creator>Bjarnholt, Nanna</creator><general>BioMed Central Ltd</general><general>BioMed Central</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>ISR</scope><scope>3V.</scope><scope>7QP</scope><scope>7QR</scope><scope>7SS</scope><scope>7TK</scope><scope>7U7</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</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>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20161213</creationdate><title>Dhurrin metabolism in the developing grain of Sorghum bicolor (L.) Moench investigated by metabolite profiling and novel clustering analyses of time-resolved transcriptomic data</title><author>Nielsen, Lasse Janniche ; Stuart, Peter ; Pičmanová, Martina ; Rasmussen, Simon ; Olsen, Carl Erik ; Harholt, Jesper ; Møller, Birger Lindberg ; Bjarnholt, Nanna</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c528t-61879d3f817a855996ff69a7b51fdc7a433ac8d55eb5bb38f8b2ec8525e037473</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Analysis</topic><topic>Cluster Analysis</topic><topic>Cyanides - metabolism</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Plant</topic><topic>Glutathione transferase</topic><topic>Glutathione Transferase - metabolism</topic><topic>Metabolites</topic><topic>Metabolome</topic><topic>Metabolomics - methods</topic><topic>Nitriles - metabolism</topic><topic>Phylogeny</topic><topic>Physiological aspects</topic><topic>Proanthocyanidins - metabolism</topic><topic>Seeds - genetics</topic><topic>Seeds - metabolism</topic><topic>Sorghum - classification</topic><topic>Sorghum - genetics</topic><topic>Sorghum - growth & development</topic><topic>Sorghum - metabolism</topic><topic>Transcription (Genetics)</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nielsen, Lasse Janniche</creatorcontrib><creatorcontrib>Stuart, Peter</creatorcontrib><creatorcontrib>Pičmanová, Martina</creatorcontrib><creatorcontrib>Rasmussen, Simon</creatorcontrib><creatorcontrib>Olsen, Carl Erik</creatorcontrib><creatorcontrib>Harholt, Jesper</creatorcontrib><creatorcontrib>Møller, Birger Lindberg</creatorcontrib><creatorcontrib>Bjarnholt, Nanna</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</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>Technology Research Database</collection><collection>ProQuest SciTech 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>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</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>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>Biological Science Database</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>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BMC genomics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nielsen, Lasse Janniche</au><au>Stuart, Peter</au><au>Pičmanová, Martina</au><au>Rasmussen, Simon</au><au>Olsen, Carl Erik</au><au>Harholt, Jesper</au><au>Møller, Birger Lindberg</au><au>Bjarnholt, Nanna</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dhurrin metabolism in the developing grain of Sorghum bicolor (L.) Moench investigated by metabolite profiling and novel clustering analyses of time-resolved transcriptomic data</atitle><jtitle>BMC genomics</jtitle><addtitle>BMC Genomics</addtitle><date>2016-12-13</date><risdate>2016</risdate><volume>17</volume><issue>1</issue><spage>1021</spage><epage>1021</epage><pages>1021-1021</pages><artnum>1021</artnum><issn>1471-2164</issn><eissn>1471-2164</eissn><abstract>The important cereal crop Sorghum bicolor (L.) Moench biosynthesize and accumulate the defensive compound dhurrin during development. Previous work has suggested multiple roles for the compound including a function as nitrogen storage/buffer. Crucial for this function is the endogenous turnover of dhurrin for which putative pathways have been suggested but not confirmed.
In this study, the biosynthesis and endogenous turnover of dhurrin in the developing sorghum grain was studied by metabolite profiling and time-resolved transcriptome analyses. Dhurrin was found to accumulate in the early phase of grain development reaching maximum amounts 25 days after pollination. During the subsequent maturation period, the dhurrin content was turned over, resulting in only negligible residual dhurrin amounts in the mature grain. Dhurrin accumulation correlated with the transcript abundance of the three genes involved in biosynthesis. Despite the accumulation of dhurrin, the grains were acyanogenic as demonstrated by the lack of hydrogen cyanide release from macerated grain tissue and by the absence of transcripts encoding dhurrinases. With the missing activity of dhurrinases, the decrease in dhurrin content in the course of grain maturation represents the operation of hitherto uncharacterized endogenous dhurrin turnover pathways. Evidence for the operation of two such pathways was obtained by metabolite profiling and time-resolved transcriptome analysis. By combining cluster- and phylogenetic analyses with the metabolite profiling, potential gene candidates of glutathione S-transferases, nitrilases and glycosyl transferases involved in these pathways were identified. The absence of dhurrin in the mature grain was replaced by a high content of proanthocyanidins. Cluster- and phylogenetic analyses coupled with metabolite profiling, identified gene candidates involved in proanthocyanidin biosynthesis in sorghum.
The results presented in this article reveal the existence of two endogenous dhurrin turnover pathways in sorghum, identify genes putatively involved in these transformations and show that dhurrin in addition to its insect deterrent properties may serve as a storage form of reduced nitrogen. In the course of sorghum grain maturation, proanthocyanidins replace dhurrin as a defense compound. The lack of cyanogenesis in the developing sorghum grain renders this a unique experimental system to study CNglc synthesis as well as endogenous turnover.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>27964718</pmid><doi>10.1186/s12864-016-3360-4</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Cluster Analysis Cyanides - metabolism Gene Expression Profiling Gene Expression Regulation, Plant Glutathione transferase Glutathione Transferase - metabolism Metabolites Metabolome Metabolomics - methods Nitriles - metabolism Phylogeny Physiological aspects Proanthocyanidins - metabolism Seeds - genetics Seeds - metabolism Sorghum - classification Sorghum - genetics Sorghum - growth & development Sorghum - metabolism Transcription (Genetics) Transcriptome |
title | Dhurrin metabolism in the developing grain of Sorghum bicolor (L.) Moench investigated by metabolite profiling and novel clustering analyses of time-resolved transcriptomic data |
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