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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Veröffentlicht in:Journal of agricultural and food chemistry 2010-06, Vol.58 (11), p.6928-6936
Hauptverfasser: Sobolev, Anatoly P, Testone, Giulio, Santoro, Flavio, Nicolodi, Chiara, Iannelli, Maria A, Amato, Maria E, Ianniello, Antonietta, Brosio, Elvino, Giannino, Donato, Mannina, Luisa
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container_end_page 6936
container_issue 11
container_start_page 6928
container_title Journal of agricultural and food chemistry
container_volume 58
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. 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Psychology ; gene expression ; gene expression regulation ; Gene Expression Regulation, Plant ; genes ; harvest date ; inulin ; Lactuca - chemistry ; Lactuca - genetics ; Lactuca - growth &amp; 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 &amp; development ; Plant Leaves - metabolism ; Plant Proteins - analysis ; Plant Proteins - metabolism ; Plants, Genetically Modified - chemistry ; Plants, Genetically Modified - genetics ; Plants, Genetically Modified - growth &amp; 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&amp;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. 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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 &amp; 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 &amp; 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 &amp; 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 &amp; 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 &amp; 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 &amp; 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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