Identification and characterization of metabolite quantitative trait loci in tomato leaves and comparison with those reported for fruits and seeds
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , , , , , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | LOCUS Repositório Institucional da UFV |
Texto Completo: | https://doi.org/10.1007/s11306-019-1503-8 http://www.locus.ufv.br/handle/123456789/24202 |
Resumo: | To date, most studies of natural variation and metabolite quantitative trait loci (mQTL) in tomato have focused on fruit metabolism, leaving aside the identification of genomic regions involved in the regulation of leaf metabolism.This study was conducted to identify leaf mQTL in tomato and to assess the association of leaf metabolites and physiological traits with the metabolite levels from other tissues.The analysis of components of leaf metabolism was performed by phenotypying 76 tomato ILs with chromosome segments of the wild species Solanum pennellii in the genetic background of a cultivated tomato (S. lycopersicum) variety M82. The plants were cultivated in two different environments in independent years and samples were harvested from mature leaves of non-flowering plants at the middle of the light period. The non-targeted metabolite profiling was obtained by gas chromatography time-of-flight mass spectrometry (GC-TOF-MS). With the data set obtained in this study and already published metabolomics data from seed and fruit, we performed QTL mapping, heritability and correlation analyses.Changes in metabolite contents were evident in the ILs that are potentially important with respect to stress responses and plant physiology. By analyzing the obtained data, we identified 42 positive and 76 negative mQTL involved in carbon and nitrogen metabolism.Overall, these findings allowed the identification of S. lycopersicum genome regions involved in the regulation of leaf primary carbon and nitrogen metabolism, as well as the association of leaf metabolites with metabolites from seeds and fruits. |
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Nunes‐Nesi, AdrianoAlseekh, SalehSilva, Franklin Magnum de OliveiraOmranian, NooshinLichtenstein, GabrielMirnezhad, MohammadGonzález, Roman R. RomeroGarcia, Julia Sabio yConte, MarianaLeiss, Kirsten A.Klinkhamer, Peter G. L.Nikoloski, ZoranCarrari, FernandoFernie, Alisdair R.2019-03-29T12:04:35Z2019-03-29T12:04:35Z2019-0415733890https://doi.org/10.1007/s11306-019-1503-8http://www.locus.ufv.br/handle/123456789/24202To date, most studies of natural variation and metabolite quantitative trait loci (mQTL) in tomato have focused on fruit metabolism, leaving aside the identification of genomic regions involved in the regulation of leaf metabolism.This study was conducted to identify leaf mQTL in tomato and to assess the association of leaf metabolites and physiological traits with the metabolite levels from other tissues.The analysis of components of leaf metabolism was performed by phenotypying 76 tomato ILs with chromosome segments of the wild species Solanum pennellii in the genetic background of a cultivated tomato (S. lycopersicum) variety M82. The plants were cultivated in two different environments in independent years and samples were harvested from mature leaves of non-flowering plants at the middle of the light period. The non-targeted metabolite profiling was obtained by gas chromatography time-of-flight mass spectrometry (GC-TOF-MS). With the data set obtained in this study and already published metabolomics data from seed and fruit, we performed QTL mapping, heritability and correlation analyses.Changes in metabolite contents were evident in the ILs that are potentially important with respect to stress responses and plant physiology. By analyzing the obtained data, we identified 42 positive and 76 negative mQTL involved in carbon and nitrogen metabolism.Overall, these findings allowed the identification of S. lycopersicum genome regions involved in the regulation of leaf primary carbon and nitrogen metabolism, as well as the association of leaf metabolites with metabolites from seeds and fruits.engMetabolomicsVolume 15, Issue 04, Article 46, Pages 01- 13, April 2019Metabolite QTLTomatoLeaf metabolismMetabolite networkIdentification and characterization of metabolite quantitative trait loci in tomato leaves and comparison with those reported for fruits and seedsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfinfo:eu-repo/semantics/openAccessreponame:LOCUS Repositório Institucional da UFVinstname:Universidade Federal de Viçosa (UFV)instacron:UFVORIGINALartigo.pdfartigo.pdftexto completoapplication/pdf1722112https://locus.ufv.br//bitstream/123456789/24202/1/artigo.pdf53381d8c7f97e2824ed96c7f81acdc8eMD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://locus.ufv.br//bitstream/123456789/24202/2/license.txt8a4605be74aa9ea9d79846c1fba20a33MD52123456789/242022019-03-29 10:46:02.311oai:locus.ufv.br:123456789/24202Tk9URTogUExBQ0UgWU9VUiBPV04gTElDRU5TRSBIRVJFClRoaXMgc2FtcGxlIGxpY2Vuc2UgaXMgcHJvdmlkZWQgZm9yIGluZm9ybWF0aW9uYWwgcHVycG9zZXMgb25seS4KCk5PTi1FWENMVVNJVkUgRElTVFJJQlVUSU9OIExJQ0VOU0UKCkJ5IHNpZ25pbmcgYW5kIHN1Ym1pdHRpbmcgdGhpcyBsaWNlbnNlLCB5b3UgKHRoZSBhdXRob3Iocykgb3IgY29weXJpZ2h0Cm93bmVyKSBncmFudHMgdG8gRFNwYWNlIFVuaXZlcnNpdHkgKERTVSkgdGhlIG5vbi1leGNsdXNpdmUgcmlnaHQgdG8gcmVwcm9kdWNlLAp0cmFuc2xhdGUgKGFzIGRlZmluZWQgYmVsb3cpLCBhbmQvb3IgZGlzdHJpYnV0ZSB5b3VyIHN1Ym1pc3Npb24gKGluY2x1ZGluZwp0aGUgYWJzdHJhY3QpIHdvcmxkd2lkZSBpbiBwcmludCBhbmQgZWxlY3Ryb25pYyBmb3JtYXQgYW5kIGluIGFueSBtZWRpdW0sCmluY2x1ZGluZyBidXQgbm90IGxpbWl0ZWQgdG8gYXVkaW8gb3IgdmlkZW8uCgpZb3UgYWdyZWUgdGhhdCBEU1UgbWF5LCB3aXRob3V0IGNoYW5naW5nIHRoZSBjb250ZW50LCB0cmFuc2xhdGUgdGhlCnN1Ym1pc3Npb24gdG8gYW55IG1lZGl1bSBvciBmb3JtYXQgZm9yIHRoZSBwdXJwb3NlIG9mIHByZXNlcnZhdGlvbi4KCllvdSBhbHNvIGFncmVlIHRoYXQgRFNVIG1heSBrZWVwIG1vcmUgdGhhbiBvbmUgY29weSBvZiB0aGlzIHN1Ym1pc3Npb24gZm9yCnB1cnBvc2VzIG9mIHNlY3VyaXR5LCBiYWNrLXVwIGFuZCBwcmVzZXJ2YXRpb24uCgpZb3UgcmVwcmVzZW50IHRoYXQgdGhlIHN1Ym1pc3Npb24gaXMgeW91ciBvcmlnaW5hbCB3b3JrLCBhbmQgdGhhdCB5b3UgaGF2ZQp0aGUgcmlnaHQgdG8gZ3JhbnQgdGhlIHJpZ2h0cyBjb250YWluZWQgaW4gdGhpcyBsaWNlbnNlLiBZb3UgYWxzbyByZXByZXNlbnQKdGhhdCB5b3VyIHN1Ym1pc3Npb24gZG9lcyBub3QsIHRvIHRoZSBiZXN0IG9mIHlvdXIga25vd2xlZGdlLCBpbmZyaW5nZSB1cG9uCmFueW9uZSdzIGNvcHlyaWdodC4KCklmIHRoZSBzdWJtaXNzaW9uIGNvbnRhaW5zIG1hdGVyaWFsIGZvciB3aGljaCB5b3UgZG8gbm90IGhvbGQgY29weXJpZ2h0LAp5b3UgcmVwcmVzZW50IHRoYXQgeW91IGhhdmUgb2J0YWluZWQgdGhlIHVucmVzdHJpY3RlZCBwZXJtaXNzaW9uIG9mIHRoZQpjb3B5cmlnaHQgb3duZXIgdG8gZ3JhbnQgRFNVIHRoZSByaWdodHMgcmVxdWlyZWQgYnkgdGhpcyBsaWNlbnNlLCBhbmQgdGhhdApzdWNoIHRoaXJkLXBhcnR5IG93bmVkIG1hdGVyaWFsIGlzIGNsZWFybHkgaWRlbnRpZmllZCBhbmQgYWNrbm93bGVkZ2VkCndpdGhpbiB0aGUgdGV4dCBvciBjb250ZW50IG9mIHRoZSBzdWJtaXNzaW9uLgoKSUYgVEhFIFNVQk1JU1NJT04gSVMgQkFTRUQgVVBPTiBXT1JLIFRIQVQgSEFTIEJFRU4gU1BPTlNPUkVEIE9SIFNVUFBPUlRFRApCWSBBTiBBR0VOQ1kgT1IgT1JHQU5JWkFUSU9OIE9USEVSIFRIQU4gRFNVLCBZT1UgUkVQUkVTRU5UIFRIQVQgWU9VIEhBVkUKRlVMRklMTEVEIEFOWSBSSUdIVCBPRiBSRVZJRVcgT1IgT1RIRVIgT0JMSUdBVElPTlMgUkVRVUlSRUQgQlkgU1VDSApDT05UUkFDVCBPUiBBR1JFRU1FTlQuCgpEU1Ugd2lsbCBjbGVhcmx5IGlkZW50aWZ5IHlvdXIgbmFtZShzKSBhcyB0aGUgYXV0aG9yKHMpIG9yIG93bmVyKHMpIG9mIHRoZQpzdWJtaXNzaW9uLCBhbmQgd2lsbCBub3QgbWFrZSBhbnkgYWx0ZXJhdGlvbiwgb3RoZXIgdGhhbiBhcyBhbGxvd2VkIGJ5IHRoaXMKbGljZW5zZSwgdG8geW91ciBzdWJtaXNzaW9uLgo=Repositório InstitucionalPUBhttps://www.locus.ufv.br/oai/requestfabiojreis@ufv.bropendoar:21452019-03-29T13:46:02LOCUS Repositório Institucional da UFV - Universidade Federal de Viçosa (UFV)false |
dc.title.en.fl_str_mv |
Identification and characterization of metabolite quantitative trait loci in tomato leaves and comparison with those reported for fruits and seeds |
title |
Identification and characterization of metabolite quantitative trait loci in tomato leaves and comparison with those reported for fruits and seeds |
spellingShingle |
Identification and characterization of metabolite quantitative trait loci in tomato leaves and comparison with those reported for fruits and seeds Nunes‐Nesi, Adriano Metabolite QTL Tomato Leaf metabolism Metabolite network |
title_short |
Identification and characterization of metabolite quantitative trait loci in tomato leaves and comparison with those reported for fruits and seeds |
title_full |
Identification and characterization of metabolite quantitative trait loci in tomato leaves and comparison with those reported for fruits and seeds |
title_fullStr |
Identification and characterization of metabolite quantitative trait loci in tomato leaves and comparison with those reported for fruits and seeds |
title_full_unstemmed |
Identification and characterization of metabolite quantitative trait loci in tomato leaves and comparison with those reported for fruits and seeds |
title_sort |
Identification and characterization of metabolite quantitative trait loci in tomato leaves and comparison with those reported for fruits and seeds |
author |
Nunes‐Nesi, Adriano |
author_facet |
Nunes‐Nesi, Adriano Alseekh, Saleh Silva, Franklin Magnum de Oliveira Omranian, Nooshin Lichtenstein, Gabriel Mirnezhad, Mohammad González, Roman R. Romero Garcia, Julia Sabio y Conte, Mariana Leiss, Kirsten A. Klinkhamer, Peter G. L. Nikoloski, Zoran Carrari, Fernando Fernie, Alisdair R. |
author_role |
author |
author2 |
Alseekh, Saleh Silva, Franklin Magnum de Oliveira Omranian, Nooshin Lichtenstein, Gabriel Mirnezhad, Mohammad González, Roman R. Romero Garcia, Julia Sabio y Conte, Mariana Leiss, Kirsten A. Klinkhamer, Peter G. L. Nikoloski, Zoran Carrari, Fernando Fernie, Alisdair R. |
author2_role |
author author author author author author author author author author author author author |
dc.contributor.author.fl_str_mv |
Nunes‐Nesi, Adriano Alseekh, Saleh Silva, Franklin Magnum de Oliveira Omranian, Nooshin Lichtenstein, Gabriel Mirnezhad, Mohammad González, Roman R. Romero Garcia, Julia Sabio y Conte, Mariana Leiss, Kirsten A. Klinkhamer, Peter G. L. Nikoloski, Zoran Carrari, Fernando Fernie, Alisdair R. |
dc.subject.pt-BR.fl_str_mv |
Metabolite QTL Tomato Leaf metabolism Metabolite network |
topic |
Metabolite QTL Tomato Leaf metabolism Metabolite network |
description |
To date, most studies of natural variation and metabolite quantitative trait loci (mQTL) in tomato have focused on fruit metabolism, leaving aside the identification of genomic regions involved in the regulation of leaf metabolism.This study was conducted to identify leaf mQTL in tomato and to assess the association of leaf metabolites and physiological traits with the metabolite levels from other tissues.The analysis of components of leaf metabolism was performed by phenotypying 76 tomato ILs with chromosome segments of the wild species Solanum pennellii in the genetic background of a cultivated tomato (S. lycopersicum) variety M82. The plants were cultivated in two different environments in independent years and samples were harvested from mature leaves of non-flowering plants at the middle of the light period. The non-targeted metabolite profiling was obtained by gas chromatography time-of-flight mass spectrometry (GC-TOF-MS). With the data set obtained in this study and already published metabolomics data from seed and fruit, we performed QTL mapping, heritability and correlation analyses.Changes in metabolite contents were evident in the ILs that are potentially important with respect to stress responses and plant physiology. By analyzing the obtained data, we identified 42 positive and 76 negative mQTL involved in carbon and nitrogen metabolism.Overall, these findings allowed the identification of S. lycopersicum genome regions involved in the regulation of leaf primary carbon and nitrogen metabolism, as well as the association of leaf metabolites with metabolites from seeds and fruits. |
publishDate |
2019 |
dc.date.accessioned.fl_str_mv |
2019-03-29T12:04:35Z |
dc.date.available.fl_str_mv |
2019-03-29T12:04:35Z |
dc.date.issued.fl_str_mv |
2019-04 |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://doi.org/10.1007/s11306-019-1503-8 http://www.locus.ufv.br/handle/123456789/24202 |
dc.identifier.issn.none.fl_str_mv |
15733890 |
identifier_str_mv |
15733890 |
url |
https://doi.org/10.1007/s11306-019-1503-8 http://www.locus.ufv.br/handle/123456789/24202 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.ispartofseries.pt-BR.fl_str_mv |
Volume 15, Issue 04, Article 46, Pages 01- 13, April 2019 |
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info:eu-repo/semantics/openAccess |
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openAccess |
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Metabolomics |
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Metabolomics |
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