Metabolite fingerprinting of barley whole seeds, endosperms, and embryos during industrial malting
► Metabolome profiling of barley whole seeds, endosperms and embryos during industrial malting of two barley cultivars. ► The whole seeds and seed sections underwent a gradual change in metabolite profiles during germination. ► The embryos showed different composition and different time-dependent ch...
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description | ► Metabolome profiling of barley whole seeds, endosperms and embryos during industrial malting of two barley cultivars. ► The whole seeds and seed sections underwent a gradual change in metabolite profiles during germination. ► The embryos showed different composition and different time-dependent changes of metabolite concentrations during malting than the endosperms. ► Nearly all compound abundances rose during malting, but few “markers” showed maxima at specific time points.
Samples of whole seeds, isolated endosperms including the aleurone layer and isolated embryos with attached scutellum from an industrial scale barley malting process (variety Braemar) were analysed for their water soluble metabolites by gas chromatography–mass spectrometry (GC–MS). 73 known metabolites and about 350 unknown signals were detected. Principal component analysis (PCA) showed a time dependent shift of sample profiles. Whole seeds and endosperm samples showed very similar patterns with nearly all compounds rising until the end of germination. In the embryos a maximum concentration of compounds was reached after 72–96h of malting. Most concentrations decreased afterwards. The kilning step, namely the drying and roasting of germinated seeds, induced variable effects of increases, stability or decreases of metabolites and thereby separated kilned samples from germinated seeds in the PCA. A second barley cultivar (Quench) underwent the same malting and analysis procedures and gave nearly identical results.
Fructose, malate, myo-inositol and raffinose exhibited the potential to serve as markers for specific developmental stages of seeds in both varieties. Biological markers represent targets for industrial process control. Their potential application would meet the maltsters’ demand to flatten variances in germination properties and to produce equal composed malt by directed malting management. |
doi_str_mv | 10.1016/j.jbiotec.2012.03.012 |
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Samples of whole seeds, isolated endosperms including the aleurone layer and isolated embryos with attached scutellum from an industrial scale barley malting process (variety Braemar) were analysed for their water soluble metabolites by gas chromatography–mass spectrometry (GC–MS). 73 known metabolites and about 350 unknown signals were detected. Principal component analysis (PCA) showed a time dependent shift of sample profiles. Whole seeds and endosperm samples showed very similar patterns with nearly all compounds rising until the end of germination. In the embryos a maximum concentration of compounds was reached after 72–96h of malting. Most concentrations decreased afterwards. The kilning step, namely the drying and roasting of germinated seeds, induced variable effects of increases, stability or decreases of metabolites and thereby separated kilned samples from germinated seeds in the PCA. A second barley cultivar (Quench) underwent the same malting and analysis procedures and gave nearly identical results.
Fructose, malate, myo-inositol and raffinose exhibited the potential to serve as markers for specific developmental stages of seeds in both varieties. Biological markers represent targets for industrial process control. Their potential application would meet the maltsters’ demand to flatten variances in germination properties and to produce equal composed malt by directed malting management.</description><identifier>ISSN: 0168-1656</identifier><identifier>EISSN: 1873-4863</identifier><identifier>DOI: 10.1016/j.jbiotec.2012.03.012</identifier><identifier>PMID: 22465293</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>aleurone layer ; Barley ; biomarkers ; biotechnology ; cultivars ; developmental stages ; drying ; endosperm ; Endosperm - chemistry ; Endosperm - metabolism ; Food-Processing Industry - methods ; fructose ; Gas Chromatography-Mass Spectrometry - methods ; gas-chromatography-mass spectrometry ; germination ; Hordeum - chemistry ; Hordeum - metabolism ; Hordeum vulgare ; malates ; malt ; Malting ; malting barley ; Metabolite profiling ; metabolites ; Metabolome ; Metabolomics - methods ; myo-inositol ; Principal Component Analysis ; process control ; raffinose ; roasting ; seeds ; Seeds - chemistry ; Seeds - metabolism</subject><ispartof>Journal of biotechnology, 2012-06, Vol.159 (3), p.177-187</ispartof><rights>2012 Elsevier B.V.</rights><rights>Copyright © 2012 Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c422t-595a5bf3ebd99e1d7efa081abe2e9b13a9934fb3b0cf80b1524bf1fa5a82b3e03</citedby><cites>FETCH-LOGICAL-c422t-595a5bf3ebd99e1d7efa081abe2e9b13a9934fb3b0cf80b1524bf1fa5a82b3e03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.jbiotec.2012.03.012$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/22465293$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Gorzolka, K.</creatorcontrib><creatorcontrib>Lissel, M.</creatorcontrib><creatorcontrib>Kessler, N.</creatorcontrib><creatorcontrib>Loch-Ahring, S.</creatorcontrib><creatorcontrib>Niehaus, K.</creatorcontrib><title>Metabolite fingerprinting of barley whole seeds, endosperms, and embryos during industrial malting</title><title>Journal of biotechnology</title><addtitle>J Biotechnol</addtitle><description>► Metabolome profiling of barley whole seeds, endosperms and embryos during industrial malting of two barley cultivars. ► The whole seeds and seed sections underwent a gradual change in metabolite profiles during germination. ► The embryos showed different composition and different time-dependent changes of metabolite concentrations during malting than the endosperms. ► Nearly all compound abundances rose during malting, but few “markers” showed maxima at specific time points.
Samples of whole seeds, isolated endosperms including the aleurone layer and isolated embryos with attached scutellum from an industrial scale barley malting process (variety Braemar) were analysed for their water soluble metabolites by gas chromatography–mass spectrometry (GC–MS). 73 known metabolites and about 350 unknown signals were detected. Principal component analysis (PCA) showed a time dependent shift of sample profiles. Whole seeds and endosperm samples showed very similar patterns with nearly all compounds rising until the end of germination. In the embryos a maximum concentration of compounds was reached after 72–96h of malting. Most concentrations decreased afterwards. The kilning step, namely the drying and roasting of germinated seeds, induced variable effects of increases, stability or decreases of metabolites and thereby separated kilned samples from germinated seeds in the PCA. A second barley cultivar (Quench) underwent the same malting and analysis procedures and gave nearly identical results.
Fructose, malate, myo-inositol and raffinose exhibited the potential to serve as markers for specific developmental stages of seeds in both varieties. Biological markers represent targets for industrial process control. Their potential application would meet the maltsters’ demand to flatten variances in germination properties and to produce equal composed malt by directed malting management.</description><subject>aleurone layer</subject><subject>Barley</subject><subject>biomarkers</subject><subject>biotechnology</subject><subject>cultivars</subject><subject>developmental stages</subject><subject>drying</subject><subject>endosperm</subject><subject>Endosperm - chemistry</subject><subject>Endosperm - metabolism</subject><subject>Food-Processing Industry - methods</subject><subject>fructose</subject><subject>Gas Chromatography-Mass Spectrometry - methods</subject><subject>gas-chromatography-mass spectrometry</subject><subject>germination</subject><subject>Hordeum - chemistry</subject><subject>Hordeum - metabolism</subject><subject>Hordeum vulgare</subject><subject>malates</subject><subject>malt</subject><subject>Malting</subject><subject>malting barley</subject><subject>Metabolite profiling</subject><subject>metabolites</subject><subject>Metabolome</subject><subject>Metabolomics - methods</subject><subject>myo-inositol</subject><subject>Principal Component Analysis</subject><subject>process control</subject><subject>raffinose</subject><subject>roasting</subject><subject>seeds</subject><subject>Seeds - chemistry</subject><subject>Seeds - metabolism</subject><issn>0168-1656</issn><issn>1873-4863</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkctu2zAURImgQeI4-YS2XHYRqXzK0qoIgryABFm0XhOkeOnSkESXlFL470vBbrYBCMxdnBmScxH6TElJCa2-b8ut8WGEtmSEspLwMssJWtB6xQtRV_wTWmSuLmglq3N0kdKWECIaSc_QOWOikqzhC2ReYNQmdH4E7PywgbiLfhjzhIPDRscO9vjv79ABTgA2XWMYbEg7iH2e9WAx9CbuQ8J2irPLD3ZKY_S6w73u5qBLdOp0l-DqqEu0vr_7dftYPL8-PN3ePBetYGwsZCO1NI6DsU0D1K7AaVJTbYBBYyjXTcOFM9yQ1tXEUMmEcdRpqWtmOBC-RN8OubsY_kyQRtX71ELX6QHClBQljNSipjnnY5TyVbXi-SyRPKBtDClFcCoX1Ou4z9DMVWqrjptQ8yYU4SpL9n05XjGZHuy763_1Gfh6AJwOSm-iT2r9MydIkkO5EPOHfhwIyK29eYgqtR6GFqyP0I7KBv_BI_4BFGmneQ</recordid><startdate>20120615</startdate><enddate>20120615</enddate><creator>Gorzolka, K.</creator><creator>Lissel, M.</creator><creator>Kessler, N.</creator><creator>Loch-Ahring, S.</creator><creator>Niehaus, K.</creator><general>Elsevier B.V</general><scope>FBQ</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>7X8</scope><scope>7QO</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope></search><sort><creationdate>20120615</creationdate><title>Metabolite fingerprinting of barley whole seeds, endosperms, and embryos during industrial malting</title><author>Gorzolka, K. ; Lissel, M. ; Kessler, N. ; Loch-Ahring, S. ; Niehaus, K.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c422t-595a5bf3ebd99e1d7efa081abe2e9b13a9934fb3b0cf80b1524bf1fa5a82b3e03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>aleurone layer</topic><topic>Barley</topic><topic>biomarkers</topic><topic>biotechnology</topic><topic>cultivars</topic><topic>developmental stages</topic><topic>drying</topic><topic>endosperm</topic><topic>Endosperm - chemistry</topic><topic>Endosperm - metabolism</topic><topic>Food-Processing Industry - methods</topic><topic>fructose</topic><topic>Gas Chromatography-Mass Spectrometry - methods</topic><topic>gas-chromatography-mass spectrometry</topic><topic>germination</topic><topic>Hordeum - chemistry</topic><topic>Hordeum - metabolism</topic><topic>Hordeum vulgare</topic><topic>malates</topic><topic>malt</topic><topic>Malting</topic><topic>malting barley</topic><topic>Metabolite profiling</topic><topic>metabolites</topic><topic>Metabolome</topic><topic>Metabolomics - methods</topic><topic>myo-inositol</topic><topic>Principal Component Analysis</topic><topic>process control</topic><topic>raffinose</topic><topic>roasting</topic><topic>seeds</topic><topic>Seeds - chemistry</topic><topic>Seeds - metabolism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gorzolka, K.</creatorcontrib><creatorcontrib>Lissel, M.</creatorcontrib><creatorcontrib>Kessler, N.</creatorcontrib><creatorcontrib>Loch-Ahring, S.</creatorcontrib><creatorcontrib>Niehaus, K.</creatorcontrib><collection>AGRIS</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Biotechnology Research Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Journal of biotechnology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gorzolka, K.</au><au>Lissel, M.</au><au>Kessler, N.</au><au>Loch-Ahring, S.</au><au>Niehaus, K.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Metabolite fingerprinting of barley whole seeds, endosperms, and embryos during industrial malting</atitle><jtitle>Journal of biotechnology</jtitle><addtitle>J Biotechnol</addtitle><date>2012-06-15</date><risdate>2012</risdate><volume>159</volume><issue>3</issue><spage>177</spage><epage>187</epage><pages>177-187</pages><issn>0168-1656</issn><eissn>1873-4863</eissn><abstract>► Metabolome profiling of barley whole seeds, endosperms and embryos during industrial malting of two barley cultivars. ► The whole seeds and seed sections underwent a gradual change in metabolite profiles during germination. ► The embryos showed different composition and different time-dependent changes of metabolite concentrations during malting than the endosperms. ► Nearly all compound abundances rose during malting, but few “markers” showed maxima at specific time points.
Samples of whole seeds, isolated endosperms including the aleurone layer and isolated embryos with attached scutellum from an industrial scale barley malting process (variety Braemar) were analysed for their water soluble metabolites by gas chromatography–mass spectrometry (GC–MS). 73 known metabolites and about 350 unknown signals were detected. Principal component analysis (PCA) showed a time dependent shift of sample profiles. Whole seeds and endosperm samples showed very similar patterns with nearly all compounds rising until the end of germination. In the embryos a maximum concentration of compounds was reached after 72–96h of malting. Most concentrations decreased afterwards. The kilning step, namely the drying and roasting of germinated seeds, induced variable effects of increases, stability or decreases of metabolites and thereby separated kilned samples from germinated seeds in the PCA. A second barley cultivar (Quench) underwent the same malting and analysis procedures and gave nearly identical results.
Fructose, malate, myo-inositol and raffinose exhibited the potential to serve as markers for specific developmental stages of seeds in both varieties. Biological markers represent targets for industrial process control. Their potential application would meet the maltsters’ demand to flatten variances in germination properties and to produce equal composed malt by directed malting management.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>22465293</pmid><doi>10.1016/j.jbiotec.2012.03.012</doi><tpages>11</tpages></addata></record> |
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subjects | aleurone layer Barley biomarkers biotechnology cultivars developmental stages drying endosperm Endosperm - chemistry Endosperm - metabolism Food-Processing Industry - methods fructose Gas Chromatography-Mass Spectrometry - methods gas-chromatography-mass spectrometry germination Hordeum - chemistry Hordeum - metabolism Hordeum vulgare malates malt Malting malting barley Metabolite profiling metabolites Metabolome Metabolomics - methods myo-inositol Principal Component Analysis process control raffinose roasting seeds Seeds - chemistry Seeds - metabolism |
title | Metabolite fingerprinting of barley whole seeds, endosperms, and embryos during industrial malting |
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