Quality Traits of Conventional and Transgenic Lettuce (Lactuca sativa L.) at Harvesting by NMR Metabolic Profiling
Metabolism of genetically modified (GM) lettuce (Lactuca sativa L.) leaves was investigated by comparing NMR metabolic profiles of three lines (T3B12, T7B7, and T7B14) overexpressing the E. coli asparagine synthetase A gene with those of the wild type (WT) at 24, 56, and 64 days after sowing (DAS)....
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creator | Sobolev, Anatoly P Testone, Giulio Santoro, Flavio Nicolodi, Chiara Iannelli, Maria A Amato, Maria E Ianniello, Antonietta Brosio, Elvino Giannino, Donato Mannina, Luisa |
description | Metabolism of genetically modified (GM) lettuce (Lactuca sativa L.) leaves was investigated by comparing NMR metabolic profiles of three lines (T3B12, T7B7, and T7B14) overexpressing the E. coli asparagine synthetase A gene with those of the wild type (WT) at 24, 56, and 64 days after sowing (DAS). Statistical analyses based on hydro-soluble compound profiles significantly and maximally discriminated the WT from GM-lines at optimal harvest time (56 DAS). The T7B14 metabolic variations were opposite to those of both T3B12/T7B7 lines, suggesting that unexpected effects of transgenesis had occurred. Compared to controls, the T3B12/T7B7 plants shared the leaf mass increase, higher amino acid (asparagine, glutamine, valine, and isoleucine) and protein levels, and lower nitrate contents, accompanied by a modest sink of organic acids (α-chetoglutarate, succinate, fumarate, and malate), sucrose, fructose, and inulins. Incongruously, the T7B14 butter heads were less leafy than the controls and showed lowered amino acid/protein contents and overstored inulin. To further investigate the metabolic discrepancies among the GM-lines, a set of key nitrogen and inulin genes was monitored. The T3B12/T7B7 lines shared comparable gene expression changes, including the induction of the endogenous ASPARAGINE SYNTHETASE1 and NITRATE REDUCTASE1 that supported the targeted enhancement of nitrogen status. Transgene product malfunctioning and T-DNA rearrangements throughout generations were proposed to explain the decreased asparagine content and the complex expression pattern of N genes in T7B14 leaves. In the latter, the inulin accumulation was associated with the upregulation of fructan biosynthesis genes and the intense repression of fructan hydrolases. |
doi_str_mv | 10.1021/jf904439y |
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Statistical analyses based on hydro-soluble compound profiles significantly and maximally discriminated the WT from GM-lines at optimal harvest time (56 DAS). The T7B14 metabolic variations were opposite to those of both T3B12/T7B7 lines, suggesting that unexpected effects of transgenesis had occurred. Compared to controls, the T3B12/T7B7 plants shared the leaf mass increase, higher amino acid (asparagine, glutamine, valine, and isoleucine) and protein levels, and lower nitrate contents, accompanied by a modest sink of organic acids (α-chetoglutarate, succinate, fumarate, and malate), sucrose, fructose, and inulins. Incongruously, the T7B14 butter heads were less leafy than the controls and showed lowered amino acid/protein contents and overstored inulin. To further investigate the metabolic discrepancies among the GM-lines, a set of key nitrogen and inulin genes was monitored. The T3B12/T7B7 lines shared comparable gene expression changes, including the induction of the endogenous ASPARAGINE SYNTHETASE1 and NITRATE REDUCTASE1 that supported the targeted enhancement of nitrogen status. Transgene product malfunctioning and T-DNA rearrangements throughout generations were proposed to explain the decreased asparagine content and the complex expression pattern of N genes in T7B14 leaves. In the latter, the inulin accumulation was associated with the upregulation of fructan biosynthesis genes and the intense repression of fructan hydrolases.</description><identifier>ISSN: 0021-8561</identifier><identifier>EISSN: 1520-5118</identifier><identifier>DOI: 10.1021/jf904439y</identifier><identifier>PMID: 20469910</identifier><identifier>CODEN: JAFCAU</identifier><language>eng</language><publisher>Washington, DC: American Chemical Society</publisher><subject>amino acid composition ; Amino Acids - analysis ; Amino Acids - metabolism ; aspartate-ammonia ligase ; Biological and medical sciences ; chemical constituents of plants ; crop quality ; crop yield ; Escherichia coli asparagine synthetase ; Food Chemistry/Biochemistry ; Food industries ; fructan biosynthesis genes ; fructan hydrolases ; fructans ; fructose ; Fruit and vegetable industries ; Fundamental and applied biological sciences. Psychology ; gene expression ; gene expression regulation ; Gene Expression Regulation, Plant ; genes ; harvest date ; inulin ; Lactuca - chemistry ; Lactuca - genetics ; Lactuca - growth & development ; Lactuca - metabolism ; Lactuca sativa ; lettuce ; line differences ; Magnetic Resonance Spectroscopy ; metabolism ; Metabolome ; nitrate reductase ; nitrogen ; nuclear magnetic resonance spectroscopy ; organic acids and salts ; Plant Leaves - chemistry ; Plant Leaves - genetics ; Plant Leaves - growth & development ; Plant Leaves - metabolism ; Plant Proteins - analysis ; Plant Proteins - metabolism ; Plants, Genetically Modified - chemistry ; Plants, Genetically Modified - genetics ; Plants, Genetically Modified - growth & development ; Plants, Genetically Modified - metabolism ; protein content ; sucrose ; transgenes ; transgenic plants</subject><ispartof>Journal of agricultural and food chemistry, 2010-06, Vol.58 (11), p.6928-6936</ispartof><rights>Copyright © 2010 American Chemical Society</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a368t-295f6d7c82e5ff6a53daa200d13b7e86573c0ba6a5da529a57d44ae5c2d348543</citedby><cites>FETCH-LOGICAL-a368t-295f6d7c82e5ff6a53daa200d13b7e86573c0ba6a5da529a57d44ae5c2d348543</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/jf904439y$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/jf904439y$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,780,784,2763,27075,27923,27924,56737,56787</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=22846720$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/20469910$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sobolev, Anatoly P</creatorcontrib><creatorcontrib>Testone, Giulio</creatorcontrib><creatorcontrib>Santoro, Flavio</creatorcontrib><creatorcontrib>Nicolodi, Chiara</creatorcontrib><creatorcontrib>Iannelli, Maria A</creatorcontrib><creatorcontrib>Amato, Maria E</creatorcontrib><creatorcontrib>Ianniello, Antonietta</creatorcontrib><creatorcontrib>Brosio, Elvino</creatorcontrib><creatorcontrib>Giannino, Donato</creatorcontrib><creatorcontrib>Mannina, Luisa</creatorcontrib><title>Quality Traits of Conventional and Transgenic Lettuce (Lactuca sativa L.) at Harvesting by NMR Metabolic Profiling</title><title>Journal of agricultural and food chemistry</title><addtitle>J. Agric. Food Chem</addtitle><description>Metabolism of genetically modified (GM) lettuce (Lactuca sativa L.) leaves was investigated by comparing NMR metabolic profiles of three lines (T3B12, T7B7, and T7B14) overexpressing the E. coli asparagine synthetase A gene with those of the wild type (WT) at 24, 56, and 64 days after sowing (DAS). Statistical analyses based on hydro-soluble compound profiles significantly and maximally discriminated the WT from GM-lines at optimal harvest time (56 DAS). The T7B14 metabolic variations were opposite to those of both T3B12/T7B7 lines, suggesting that unexpected effects of transgenesis had occurred. Compared to controls, the T3B12/T7B7 plants shared the leaf mass increase, higher amino acid (asparagine, glutamine, valine, and isoleucine) and protein levels, and lower nitrate contents, accompanied by a modest sink of organic acids (α-chetoglutarate, succinate, fumarate, and malate), sucrose, fructose, and inulins. Incongruously, the T7B14 butter heads were less leafy than the controls and showed lowered amino acid/protein contents and overstored inulin. To further investigate the metabolic discrepancies among the GM-lines, a set of key nitrogen and inulin genes was monitored. The T3B12/T7B7 lines shared comparable gene expression changes, including the induction of the endogenous ASPARAGINE SYNTHETASE1 and NITRATE REDUCTASE1 that supported the targeted enhancement of nitrogen status. Transgene product malfunctioning and T-DNA rearrangements throughout generations were proposed to explain the decreased asparagine content and the complex expression pattern of N genes in T7B14 leaves. In the latter, the inulin accumulation was associated with the upregulation of fructan biosynthesis genes and the intense repression of fructan hydrolases.</description><subject>amino acid composition</subject><subject>Amino Acids - analysis</subject><subject>Amino Acids - metabolism</subject><subject>aspartate-ammonia ligase</subject><subject>Biological and medical sciences</subject><subject>chemical constituents of plants</subject><subject>crop quality</subject><subject>crop yield</subject><subject>Escherichia coli asparagine synthetase</subject><subject>Food Chemistry/Biochemistry</subject><subject>Food industries</subject><subject>fructan biosynthesis genes</subject><subject>fructan hydrolases</subject><subject>fructans</subject><subject>fructose</subject><subject>Fruit and vegetable industries</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>gene expression</subject><subject>gene expression regulation</subject><subject>Gene Expression Regulation, Plant</subject><subject>genes</subject><subject>harvest date</subject><subject>inulin</subject><subject>Lactuca - chemistry</subject><subject>Lactuca - genetics</subject><subject>Lactuca - growth & development</subject><subject>Lactuca - metabolism</subject><subject>Lactuca sativa</subject><subject>lettuce</subject><subject>line differences</subject><subject>Magnetic Resonance Spectroscopy</subject><subject>metabolism</subject><subject>Metabolome</subject><subject>nitrate reductase</subject><subject>nitrogen</subject><subject>nuclear magnetic resonance spectroscopy</subject><subject>organic acids and salts</subject><subject>Plant Leaves - chemistry</subject><subject>Plant Leaves - genetics</subject><subject>Plant Leaves - growth & development</subject><subject>Plant Leaves - metabolism</subject><subject>Plant Proteins - analysis</subject><subject>Plant Proteins - metabolism</subject><subject>Plants, Genetically Modified - chemistry</subject><subject>Plants, Genetically Modified - genetics</subject><subject>Plants, Genetically Modified - growth & development</subject><subject>Plants, Genetically Modified - metabolism</subject><subject>protein content</subject><subject>sucrose</subject><subject>transgenes</subject><subject>transgenic plants</subject><issn>0021-8561</issn><issn>1520-5118</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNptkU9v1DAQxS0EokvhwBcAXxD0kDK248Q5ohXQSmn5156jiWOvvMrGre2stN8er3bbXnqakd5vnkbvEfKewTkDzr6ubQNlKZrdC7JgkkMhGVMvyQKyWChZsRPyJsY1AChZw2tywqGsmobBgoQ_M44u7ehNQJci9ZYu_bQ1U3J-wpHiNOylKa7M5DRtTUqzNvRLizovSCMmt0Xanp9RTPQCw9bE5KYV7Xf0-uovvTIJez_m09_BWzdm6S15ZXGM5t1xnpLbH99vlhdF--vn5fJbW6CoVCp4I2011FpxI62tUIoBkQMMTPS1UZWshYYeszCg5A3KeihLNFLzQZRKluKUfD743gV_P-e3uo2L2owjTsbPsauFYLxiak-eHUgdfIzB2O4uuA2GXceg2yfcPSac2Q9H17nfmOGRfIg0A5-OAEaNo83haRefOK7KquZ77uOBs-g7XIXM3P7jwAQwJXOJ_MkJdezWfg65kPjMS_8BbO6YCA</recordid><startdate>20100609</startdate><enddate>20100609</enddate><creator>Sobolev, Anatoly P</creator><creator>Testone, Giulio</creator><creator>Santoro, Flavio</creator><creator>Nicolodi, Chiara</creator><creator>Iannelli, Maria A</creator><creator>Amato, Maria E</creator><creator>Ianniello, Antonietta</creator><creator>Brosio, Elvino</creator><creator>Giannino, Donato</creator><creator>Mannina, Luisa</creator><general>American Chemical Society</general><scope>FBQ</scope><scope>IQODW</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></search><sort><creationdate>20100609</creationdate><title>Quality Traits of Conventional and Transgenic Lettuce (Lactuca sativa L.) at Harvesting by NMR Metabolic Profiling</title><author>Sobolev, Anatoly P ; Testone, Giulio ; Santoro, Flavio ; Nicolodi, Chiara ; Iannelli, Maria A ; Amato, Maria E ; Ianniello, Antonietta ; Brosio, Elvino ; Giannino, Donato ; Mannina, Luisa</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a368t-295f6d7c82e5ff6a53daa200d13b7e86573c0ba6a5da529a57d44ae5c2d348543</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>amino acid composition</topic><topic>Amino Acids - analysis</topic><topic>Amino Acids - metabolism</topic><topic>aspartate-ammonia ligase</topic><topic>Biological and medical sciences</topic><topic>chemical constituents of plants</topic><topic>crop quality</topic><topic>crop yield</topic><topic>Escherichia coli asparagine synthetase</topic><topic>Food Chemistry/Biochemistry</topic><topic>Food industries</topic><topic>fructan biosynthesis genes</topic><topic>fructan hydrolases</topic><topic>fructans</topic><topic>fructose</topic><topic>Fruit and vegetable industries</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>gene expression</topic><topic>gene expression regulation</topic><topic>Gene Expression Regulation, Plant</topic><topic>genes</topic><topic>harvest date</topic><topic>inulin</topic><topic>Lactuca - chemistry</topic><topic>Lactuca - genetics</topic><topic>Lactuca - growth & development</topic><topic>Lactuca - metabolism</topic><topic>Lactuca sativa</topic><topic>lettuce</topic><topic>line differences</topic><topic>Magnetic Resonance Spectroscopy</topic><topic>metabolism</topic><topic>Metabolome</topic><topic>nitrate reductase</topic><topic>nitrogen</topic><topic>nuclear magnetic resonance spectroscopy</topic><topic>organic acids and salts</topic><topic>Plant Leaves - chemistry</topic><topic>Plant Leaves - genetics</topic><topic>Plant Leaves - growth & development</topic><topic>Plant Leaves - metabolism</topic><topic>Plant Proteins - analysis</topic><topic>Plant Proteins - metabolism</topic><topic>Plants, Genetically Modified - chemistry</topic><topic>Plants, Genetically Modified - genetics</topic><topic>Plants, Genetically Modified - growth & development</topic><topic>Plants, Genetically Modified - metabolism</topic><topic>protein content</topic><topic>sucrose</topic><topic>transgenes</topic><topic>transgenic plants</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sobolev, Anatoly P</creatorcontrib><creatorcontrib>Testone, Giulio</creatorcontrib><creatorcontrib>Santoro, Flavio</creatorcontrib><creatorcontrib>Nicolodi, Chiara</creatorcontrib><creatorcontrib>Iannelli, Maria A</creatorcontrib><creatorcontrib>Amato, Maria E</creatorcontrib><creatorcontrib>Ianniello, Antonietta</creatorcontrib><creatorcontrib>Brosio, Elvino</creatorcontrib><creatorcontrib>Giannino, Donato</creatorcontrib><creatorcontrib>Mannina, Luisa</creatorcontrib><collection>AGRIS</collection><collection>Pascal-Francis</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><jtitle>Journal of agricultural and food chemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sobolev, Anatoly P</au><au>Testone, Giulio</au><au>Santoro, Flavio</au><au>Nicolodi, Chiara</au><au>Iannelli, Maria A</au><au>Amato, Maria E</au><au>Ianniello, Antonietta</au><au>Brosio, Elvino</au><au>Giannino, Donato</au><au>Mannina, Luisa</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Quality Traits of Conventional and Transgenic Lettuce (Lactuca sativa L.) at Harvesting by NMR Metabolic Profiling</atitle><jtitle>Journal of agricultural and food chemistry</jtitle><addtitle>J. Agric. Food Chem</addtitle><date>2010-06-09</date><risdate>2010</risdate><volume>58</volume><issue>11</issue><spage>6928</spage><epage>6936</epage><pages>6928-6936</pages><issn>0021-8561</issn><eissn>1520-5118</eissn><coden>JAFCAU</coden><abstract>Metabolism of genetically modified (GM) lettuce (Lactuca sativa L.) leaves was investigated by comparing NMR metabolic profiles of three lines (T3B12, T7B7, and T7B14) overexpressing the E. coli asparagine synthetase A gene with those of the wild type (WT) at 24, 56, and 64 days after sowing (DAS). Statistical analyses based on hydro-soluble compound profiles significantly and maximally discriminated the WT from GM-lines at optimal harvest time (56 DAS). The T7B14 metabolic variations were opposite to those of both T3B12/T7B7 lines, suggesting that unexpected effects of transgenesis had occurred. Compared to controls, the T3B12/T7B7 plants shared the leaf mass increase, higher amino acid (asparagine, glutamine, valine, and isoleucine) and protein levels, and lower nitrate contents, accompanied by a modest sink of organic acids (α-chetoglutarate, succinate, fumarate, and malate), sucrose, fructose, and inulins. Incongruously, the T7B14 butter heads were less leafy than the controls and showed lowered amino acid/protein contents and overstored inulin. To further investigate the metabolic discrepancies among the GM-lines, a set of key nitrogen and inulin genes was monitored. The T3B12/T7B7 lines shared comparable gene expression changes, including the induction of the endogenous ASPARAGINE SYNTHETASE1 and NITRATE REDUCTASE1 that supported the targeted enhancement of nitrogen status. Transgene product malfunctioning and T-DNA rearrangements throughout generations were proposed to explain the decreased asparagine content and the complex expression pattern of N genes in T7B14 leaves. In the latter, the inulin accumulation was associated with the upregulation of fructan biosynthesis genes and the intense repression of fructan hydrolases.</abstract><cop>Washington, DC</cop><pub>American Chemical Society</pub><pmid>20469910</pmid><doi>10.1021/jf904439y</doi><tpages>9</tpages></addata></record> |
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subjects | amino acid composition Amino Acids - analysis Amino Acids - metabolism aspartate-ammonia ligase Biological and medical sciences chemical constituents of plants crop quality crop yield Escherichia coli asparagine synthetase Food Chemistry/Biochemistry Food industries fructan biosynthesis genes fructan hydrolases fructans fructose Fruit and vegetable industries Fundamental and applied biological sciences. Psychology gene expression gene expression regulation Gene Expression Regulation, Plant genes harvest date inulin Lactuca - chemistry Lactuca - genetics Lactuca - growth & development Lactuca - metabolism Lactuca sativa lettuce line differences Magnetic Resonance Spectroscopy metabolism Metabolome nitrate reductase nitrogen nuclear magnetic resonance spectroscopy organic acids and salts Plant Leaves - chemistry Plant Leaves - genetics Plant Leaves - growth & development Plant Leaves - metabolism Plant Proteins - analysis Plant Proteins - metabolism Plants, Genetically Modified - chemistry Plants, Genetically Modified - genetics Plants, Genetically Modified - growth & development Plants, Genetically Modified - metabolism protein content sucrose transgenes transgenic plants |
title | Quality Traits of Conventional and Transgenic Lettuce (Lactuca sativa L.) at Harvesting by NMR Metabolic Profiling |
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