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Genomic regions associated with the nitrogen limitation response revealed in a global wheat core collection
Modern wheat (Triticum aestivum L.) varieties in Western Europe have mainly been bred, and selected in conditions where high levels of nitrogen-rich fertilizer are applied. However, high input crop management has greatly increased the risk of nitrates leaching into groundwater with negative impacts...
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Published in: | Theoretical and applied genetics 2013-03, Vol.126 (3), p.805-822 |
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description | Modern wheat (Triticum aestivum L.) varieties in Western Europe have mainly been bred, and selected in conditions where high levels of nitrogen-rich fertilizer are applied. However, high input crop management has greatly increased the risk of nitrates leaching into groundwater with negative impacts on the environment. To investigate wheat nitrogen tolerance characteristics that could be adapted to low input crop management, we supplied 196 accessions of a wheat core collection of old and modern cultivars with high or moderate amounts of nitrogen fertilizer in an experimental network consisting of three sites and 2 years. The main breeding traits were assessed including grain yield and grain protein content. The response to nitrogen level was estimated for grain yield and grain number per m² using both the difference and the ratio between performance at the two input levels and the slope of joint regression. A large variability was observed for all the traits studied and the response to nitrogen level. Whole genome association mapping was carried out using 899 molecular markers taking into account the five ancestral group structure of the collection. We identified 54 main regions involving almost all chromosomes that influence yield and its components, plant height, heading date and grain protein concentration. Twenty-three regions, including several genes, spread over 16 chromosomes were involved in the response to nitrogen level. These chromosomal regions may be good candidates to be used in breeding programs to improve the performance of wheat varieties at moderate nitrogen input levels. |
doi_str_mv | 10.1007/s00122-012-2019-z |
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The main breeding traits were assessed including grain yield and grain protein content. The response to nitrogen level was estimated for grain yield and grain number per m² using both the difference and the ratio between performance at the two input levels and the slope of joint regression. A large variability was observed for all the traits studied and the response to nitrogen level. Whole genome association mapping was carried out using 899 molecular markers taking into account the five ancestral group structure of the collection. We identified 54 main regions involving almost all chromosomes that influence yield and its components, plant height, heading date and grain protein concentration. Twenty-three regions, including several genes, spread over 16 chromosomes were involved in the response to nitrogen level. These chromosomal regions may be good candidates to be used in breeding programs to improve the performance of wheat varieties at moderate nitrogen input levels.</description><identifier>ISSN: 0040-5752</identifier><identifier>EISSN: 1432-2242</identifier><identifier>DOI: 10.1007/s00122-012-2019-z</identifier><identifier>PMID: 23192671</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer-Verlag</publisher><subject>Agricultural production ; Agricultural sciences ; Agriculture ; Biochemistry ; Biomedical and Life Sciences ; Biotechnology ; Breeding ; Chromosome Mapping ; Chromosomes ; Chromosomes, Plant - genetics ; crop management ; cultivars ; Environment ; environmental impact ; Europe ; Fertilizers ; genes ; Genes, Plant ; Genetic aspects ; Genetic Loci ; Genetic Markers ; Genetic screening ; Genetic Variation ; Genomics ; Genotype ; grain protein ; grain yield ; groundwater ; heading ; leaching ; Life Sciences ; Methods ; Nitrates ; Nitrogen ; Nitrogen - metabolism ; nitrogen fertilizers ; Original Paper ; Phenotype ; Physiological aspects ; Plant Biochemistry ; Plant Breeding/Biotechnology ; Plant Genetics and Genomics ; protein content ; Proteins ; Quantitative genetics ; Quantitative trait loci ; risk ; Seasons ; Triticum - genetics ; Triticum - metabolism ; Triticum aestivum ; Wheat ; yield components</subject><ispartof>Theoretical and applied genetics, 2013-03, Vol.126 (3), p.805-822</ispartof><rights>Springer-Verlag Berlin Heidelberg 2012</rights><rights>COPYRIGHT 2013 Springer</rights><rights>Springer-Verlag Berlin Heidelberg 2013</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c588t-83139028f3ceec3f17c695188c4330d939b187f2ec21437441dd27f1b90883d03</citedby><cites>FETCH-LOGICAL-c588t-83139028f3ceec3f17c695188c4330d939b187f2ec21437441dd27f1b90883d03</cites><orcidid>0000-0001-8927-5040 ; 0000-0001-5726-4902 ; 0000-0003-2528-4532</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23192671$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-00964316$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Bordes, Jacques</creatorcontrib><creatorcontrib>Ravel, C</creatorcontrib><creatorcontrib>Jaubertie, J. P</creatorcontrib><creatorcontrib>Duperrier, B</creatorcontrib><creatorcontrib>Gardet, O</creatorcontrib><creatorcontrib>Heumez, E</creatorcontrib><creatorcontrib>Pissavy, A. L</creatorcontrib><creatorcontrib>Charmet, G</creatorcontrib><creatorcontrib>Le Gouis, J</creatorcontrib><creatorcontrib>Balfourier, F</creatorcontrib><title>Genomic regions associated with the nitrogen limitation response revealed in a global wheat core collection</title><title>Theoretical and applied genetics</title><addtitle>Theor Appl Genet</addtitle><addtitle>Theor Appl Genet</addtitle><description>Modern wheat (Triticum aestivum L.) varieties in Western Europe have mainly been bred, and selected in conditions where high levels of nitrogen-rich fertilizer are applied. However, high input crop management has greatly increased the risk of nitrates leaching into groundwater with negative impacts on the environment. To investigate wheat nitrogen tolerance characteristics that could be adapted to low input crop management, we supplied 196 accessions of a wheat core collection of old and modern cultivars with high or moderate amounts of nitrogen fertilizer in an experimental network consisting of three sites and 2 years. The main breeding traits were assessed including grain yield and grain protein content. The response to nitrogen level was estimated for grain yield and grain number per m² using both the difference and the ratio between performance at the two input levels and the slope of joint regression. A large variability was observed for all the traits studied and the response to nitrogen level. Whole genome association mapping was carried out using 899 molecular markers taking into account the five ancestral group structure of the collection. We identified 54 main regions involving almost all chromosomes that influence yield and its components, plant height, heading date and grain protein concentration. Twenty-three regions, including several genes, spread over 16 chromosomes were involved in the response to nitrogen level. These chromosomal regions may be good candidates to be used in breeding programs to improve the performance of wheat varieties at moderate nitrogen input levels.</description><subject>Agricultural production</subject><subject>Agricultural sciences</subject><subject>Agriculture</subject><subject>Biochemistry</subject><subject>Biomedical and Life Sciences</subject><subject>Biotechnology</subject><subject>Breeding</subject><subject>Chromosome Mapping</subject><subject>Chromosomes</subject><subject>Chromosomes, Plant - genetics</subject><subject>crop management</subject><subject>cultivars</subject><subject>Environment</subject><subject>environmental impact</subject><subject>Europe</subject><subject>Fertilizers</subject><subject>genes</subject><subject>Genes, Plant</subject><subject>Genetic aspects</subject><subject>Genetic Loci</subject><subject>Genetic Markers</subject><subject>Genetic screening</subject><subject>Genetic Variation</subject><subject>Genomics</subject><subject>Genotype</subject><subject>grain protein</subject><subject>grain yield</subject><subject>groundwater</subject><subject>heading</subject><subject>leaching</subject><subject>Life Sciences</subject><subject>Methods</subject><subject>Nitrates</subject><subject>Nitrogen</subject><subject>Nitrogen - metabolism</subject><subject>nitrogen fertilizers</subject><subject>Original Paper</subject><subject>Phenotype</subject><subject>Physiological aspects</subject><subject>Plant Biochemistry</subject><subject>Plant Breeding/Biotechnology</subject><subject>Plant Genetics and Genomics</subject><subject>protein content</subject><subject>Proteins</subject><subject>Quantitative genetics</subject><subject>Quantitative trait loci</subject><subject>risk</subject><subject>Seasons</subject><subject>Triticum - genetics</subject><subject>Triticum - metabolism</subject><subject>Triticum aestivum</subject><subject>Wheat</subject><subject>yield components</subject><issn>0040-5752</issn><issn>1432-2242</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><recordid>eNqNksFu1DAQhiMEokvhAbhApF7oIWVsJ7FzXFXQVloJidKz5XUmWZdsvNjeFvr0TLSlsAhVyNLYHn__WGP_WfaawQkDkO8jAOO8oFBwYE1x9ySbsVLQjpf8aTYDKKGoZMUPshcxXgMAr0A8zw64YA2vJZtlX89w9Gtn84C982PMTYzeOpOwzW9dWuVphfnoUvA9jvng1i6ZRCDxcUM80uIGzUC4G3OT94NfmiG_XaFJufUBKQwD2knzMnvWmSHiq_v5MLv6-OHL6Xmx-HR2cTpfFLZSKhVKMNEAV52wiFZ0TNq6qZhSthQC2kY0S6Zkx9FyalaWJWtbLju2bEAp0YI4zI53dVdm0Jvg1ib80N44fT5f6CkH0NSlYPUNI_bdjt0E_22LMem1ixaHwYzot1EzwaqaV5Ku_g-U15XibKp69Bd67bdhpKaJAlAVfV_zm-rp_bQbO5-CsVNRPRdCciUl40Sd_IOi0SL9mx-xc5TfExzvCYhJ-D31Zhujvrj8vM-yHWuDjzFg9_BeDPTkMb3zmKagJ4_pO9K8uW9uu1xj-6D4ZSoC-A6IdDT2GP7o_pGqb3eiznht-uCivrqks5JcK6qG80cJJmslxE_de-nS</recordid><startdate>20130301</startdate><enddate>20130301</enddate><creator>Bordes, Jacques</creator><creator>Ravel, C</creator><creator>Jaubertie, J. 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P</au><au>Duperrier, B</au><au>Gardet, O</au><au>Heumez, E</au><au>Pissavy, A. L</au><au>Charmet, G</au><au>Le Gouis, J</au><au>Balfourier, F</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genomic regions associated with the nitrogen limitation response revealed in a global wheat core collection</atitle><jtitle>Theoretical and applied genetics</jtitle><stitle>Theor Appl Genet</stitle><addtitle>Theor Appl Genet</addtitle><date>2013-03-01</date><risdate>2013</risdate><volume>126</volume><issue>3</issue><spage>805</spage><epage>822</epage><pages>805-822</pages><issn>0040-5752</issn><eissn>1432-2242</eissn><abstract>Modern wheat (Triticum aestivum L.) varieties in Western Europe have mainly been bred, and selected in conditions where high levels of nitrogen-rich fertilizer are applied. However, high input crop management has greatly increased the risk of nitrates leaching into groundwater with negative impacts on the environment. To investigate wheat nitrogen tolerance characteristics that could be adapted to low input crop management, we supplied 196 accessions of a wheat core collection of old and modern cultivars with high or moderate amounts of nitrogen fertilizer in an experimental network consisting of three sites and 2 years. The main breeding traits were assessed including grain yield and grain protein content. The response to nitrogen level was estimated for grain yield and grain number per m² using both the difference and the ratio between performance at the two input levels and the slope of joint regression. A large variability was observed for all the traits studied and the response to nitrogen level. Whole genome association mapping was carried out using 899 molecular markers taking into account the five ancestral group structure of the collection. We identified 54 main regions involving almost all chromosomes that influence yield and its components, plant height, heading date and grain protein concentration. Twenty-three regions, including several genes, spread over 16 chromosomes were involved in the response to nitrogen level. These chromosomal regions may be good candidates to be used in breeding programs to improve the performance of wheat varieties at moderate nitrogen input levels.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer-Verlag</pub><pmid>23192671</pmid><doi>10.1007/s00122-012-2019-z</doi><tpages>18</tpages><orcidid>https://orcid.org/0000-0001-8927-5040</orcidid><orcidid>https://orcid.org/0000-0001-5726-4902</orcidid><orcidid>https://orcid.org/0000-0003-2528-4532</orcidid></addata></record> |
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subjects | Agricultural production Agricultural sciences Agriculture Biochemistry Biomedical and Life Sciences Biotechnology Breeding Chromosome Mapping Chromosomes Chromosomes, Plant - genetics crop management cultivars Environment environmental impact Europe Fertilizers genes Genes, Plant Genetic aspects Genetic Loci Genetic Markers Genetic screening Genetic Variation Genomics Genotype grain protein grain yield groundwater heading leaching Life Sciences Methods Nitrates Nitrogen Nitrogen - metabolism nitrogen fertilizers Original Paper Phenotype Physiological aspects Plant Biochemistry Plant Breeding/Biotechnology Plant Genetics and Genomics protein content Proteins Quantitative genetics Quantitative trait loci risk Seasons Triticum - genetics Triticum - metabolism Triticum aestivum Wheat yield components |
title | Genomic regions associated with the nitrogen limitation response revealed in a global wheat core collection |
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