Identification and characterization of metabolite quantitative trait loci in tomato leaves and comparison with those reported for fruits and seeds.


Journal

Metabolomics : Official journal of the Metabolomic Society
ISSN: 1573-3890
Titre abrégé: Metabolomics
Pays: United States
ID NLM: 101274889

Informations de publication

Date de publication:
15 03 2019
Historique:
received: 29 07 2018
accepted: 12 01 2019
entrez: 16 3 2019
pubmed: 16 3 2019
medline: 28 4 2020
Statut: epublish

Résumé

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.

Identifiants

pubmed: 30874962
doi: 10.1007/s11306-019-1503-8
pii: 10.1007/s11306-019-1503-8
pmc: PMC6420416
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

46

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Auteurs

Adriano Nunes-Nesi (A)

Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Minas Gerais, 36570-900, Brazil. nunesnesi@ufv.br.
Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam, Golm, OT, Germany. nunesnesi@ufv.br.

Saleh Alseekh (S)

Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam, Golm, OT, Germany.
Center of Plant System Biology and Biotechnology (CPSBB), Plovdiv, Bulgaria.

Franklin Magnum de Oliveira Silva (FM)

Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Minas Gerais, 36570-900, Brazil.

Nooshin Omranian (N)

Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam, Golm, OT, Germany.
Center of Plant System Biology and Biotechnology (CPSBB), Plovdiv, Bulgaria.

Gabriel Lichtenstein (G)

Instituto de Biotecnología, Instituto Nacional de Tecnología Agropecuaría, Consejo Nacional de Investigaciones Científicas y Técnicas, B1712WAA, Castelar, Argentina.

Mohammad Mirnezhad (M)

Plant Ecology, Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands.

Roman R Romero González (RRR)

Plant Ecology, Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands.

Julia Sabio Y Garcia (J)

Instituto de Biotecnología, Instituto Nacional de Tecnología Agropecuaría, Consejo Nacional de Investigaciones Científicas y Técnicas, B1712WAA, Castelar, Argentina.

Mariana Conte (M)

Instituto de Biotecnología, Instituto Nacional de Tecnología Agropecuaría, Consejo Nacional de Investigaciones Científicas y Técnicas, B1712WAA, Castelar, Argentina.

Kirsten A Leiss (KA)

Plant Ecology, Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands.
Business Unit Horticulture, Wageningen University & Research, Postbus 20, 2665 ZG, Bleiswijk, The Netherlands.

Peter G L Klinkhamer (PGL)

Plant Ecology, Institute of Biology, Leiden University, Sylviusweg 72, 2333 BE, Leiden, The Netherlands.

Zoran Nikoloski (Z)

Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam, Golm, OT, Germany.
Bioinformatics Group, Institute of Biochemistry and Biology, University of Potsdam, Potsdam, Germany.

Fernando Carrari (F)

Instituto de Biotecnología, Instituto Nacional de Tecnología Agropecuaría, Consejo Nacional de Investigaciones Científicas y Técnicas, B1712WAA, Castelar, Argentina.
Instituto de Fisiología, Biología Molecular y Neurociencias (IFIBYNE-UBA-CONICET), Universidad de Buenos Aires, Ciudad Universitaria, C1428EHA Buenos Aires, Argentina.
Facultad de Agronomía, Cátedra de Genética, Universidad de Buenos Aires, Buenos Aires, Argentina.

Alisdair R Fernie (AR)

Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam, Golm, OT, Germany.
Center of Plant System Biology and Biotechnology (CPSBB), Plovdiv, Bulgaria.

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