Comparative Metabolic Phenotyping of Tomato (Solanum lycopersicum) for the Identification of Metabolic Signatures in Cultivars Differing in Resistance to Ralstonia solanacearum

Tomato (Solanum lycopersicum) is an important dietary source which contains numerous bioactive phytochemicals. Active breeding programs constantly produce new cultivars possessing superior and desirable traits. However, the underlying molecular signatures that functionally describe these traits are...

Full description

Bibliographic Details
Main Authors: Dylan R. Zeiss, Msizi I. Mhlongo, Fidele Tugizimana, Paul A. Steenkamp, Ian A. Dubery
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:International Journal of Molecular Sciences
Subjects:
Online Access:http://www.mdpi.com/1422-0067/19/9/2558
id doaj-f8c94a7609f247ce974da2d80671cc5d
record_format Article
spelling doaj-f8c94a7609f247ce974da2d80671cc5d2020-11-24T22:20:07ZengMDPI AGInternational Journal of Molecular Sciences1422-00672018-08-01199255810.3390/ijms19092558ijms19092558Comparative Metabolic Phenotyping of Tomato (Solanum lycopersicum) for the Identification of Metabolic Signatures in Cultivars Differing in Resistance to Ralstonia solanacearumDylan R. Zeiss0Msizi I. Mhlongo1Fidele Tugizimana2Paul A. Steenkamp3Ian A. Dubery4Centre for Plant Metabolomics Research, Department of Biochemistry, University of Johannesburg, P.O. Box 524, Auckland Park, Johannesburg 2006, South AfricaCentre for Plant Metabolomics Research, Department of Biochemistry, University of Johannesburg, P.O. Box 524, Auckland Park, Johannesburg 2006, South AfricaCentre for Plant Metabolomics Research, Department of Biochemistry, University of Johannesburg, P.O. Box 524, Auckland Park, Johannesburg 2006, South AfricaCentre for Plant Metabolomics Research, Department of Biochemistry, University of Johannesburg, P.O. Box 524, Auckland Park, Johannesburg 2006, South AfricaCentre for Plant Metabolomics Research, Department of Biochemistry, University of Johannesburg, P.O. Box 524, Auckland Park, Johannesburg 2006, South AfricaTomato (Solanum lycopersicum) is an important dietary source which contains numerous bioactive phytochemicals. Active breeding programs constantly produce new cultivars possessing superior and desirable traits. However, the underlying molecular signatures that functionally describe these traits are yet to be elucidated. Thus, in this study we used an untargeted metabolomic approach to describe differential metabolic profiles of four cultivars described as having high to intermediate resistance to Ralstonia solanacearum. Metabolites were methanol-extracted from leaves, stems and root tissues and analyzed by liquid chromatography coupled with high definition mass spectrometry. Multivariate data analysis revealed cultivar-related differential metabolic phenotypes. A total of 41 metabolites were statistically selected and annotated, consisting of amino acids, organic acids, lipids, derivatives of cinnamic acid and benzoic acids, flavonoids and steroidal glycoalkaloids which were especially prominent in the two highly resistant cultivars. Interestingly, the less resistant cultivars had various fatty acid derivatives in root extracts that contributed to the differentiated metabolic signatures. Moreover, the metabolic phenotype of the STAR9008 (8SC) cultivar with intermediate resistance, was characterized by derivatives of cinnamic acids and flavonoids but at lower levels compared to the resistant cultivars. The 8SC cultivar also exhibited a lack of hydroxybenzoic acid biomarkers, which may be attributed to its lower resistance. These metabolic phenotypes provide insights into the differential metabolic signatures underlying the metabolism of these four cultivars, defining their respective phenotypic traits such as their resistance, tolerance or susceptibility to Ralstonia solanacearum.http://www.mdpi.com/1422-0067/19/9/2558LC-MSmetabolomicsmultivariate data analysisSolanum lycopersicumsecondary metabolites
collection DOAJ
language English
format Article
sources DOAJ
author Dylan R. Zeiss
Msizi I. Mhlongo
Fidele Tugizimana
Paul A. Steenkamp
Ian A. Dubery
spellingShingle Dylan R. Zeiss
Msizi I. Mhlongo
Fidele Tugizimana
Paul A. Steenkamp
Ian A. Dubery
Comparative Metabolic Phenotyping of Tomato (Solanum lycopersicum) for the Identification of Metabolic Signatures in Cultivars Differing in Resistance to Ralstonia solanacearum
International Journal of Molecular Sciences
LC-MS
metabolomics
multivariate data analysis
Solanum lycopersicum
secondary metabolites
author_facet Dylan R. Zeiss
Msizi I. Mhlongo
Fidele Tugizimana
Paul A. Steenkamp
Ian A. Dubery
author_sort Dylan R. Zeiss
title Comparative Metabolic Phenotyping of Tomato (Solanum lycopersicum) for the Identification of Metabolic Signatures in Cultivars Differing in Resistance to Ralstonia solanacearum
title_short Comparative Metabolic Phenotyping of Tomato (Solanum lycopersicum) for the Identification of Metabolic Signatures in Cultivars Differing in Resistance to Ralstonia solanacearum
title_full Comparative Metabolic Phenotyping of Tomato (Solanum lycopersicum) for the Identification of Metabolic Signatures in Cultivars Differing in Resistance to Ralstonia solanacearum
title_fullStr Comparative Metabolic Phenotyping of Tomato (Solanum lycopersicum) for the Identification of Metabolic Signatures in Cultivars Differing in Resistance to Ralstonia solanacearum
title_full_unstemmed Comparative Metabolic Phenotyping of Tomato (Solanum lycopersicum) for the Identification of Metabolic Signatures in Cultivars Differing in Resistance to Ralstonia solanacearum
title_sort comparative metabolic phenotyping of tomato (solanum lycopersicum) for the identification of metabolic signatures in cultivars differing in resistance to ralstonia solanacearum
publisher MDPI AG
series International Journal of Molecular Sciences
issn 1422-0067
publishDate 2018-08-01
description Tomato (Solanum lycopersicum) is an important dietary source which contains numerous bioactive phytochemicals. Active breeding programs constantly produce new cultivars possessing superior and desirable traits. However, the underlying molecular signatures that functionally describe these traits are yet to be elucidated. Thus, in this study we used an untargeted metabolomic approach to describe differential metabolic profiles of four cultivars described as having high to intermediate resistance to Ralstonia solanacearum. Metabolites were methanol-extracted from leaves, stems and root tissues and analyzed by liquid chromatography coupled with high definition mass spectrometry. Multivariate data analysis revealed cultivar-related differential metabolic phenotypes. A total of 41 metabolites were statistically selected and annotated, consisting of amino acids, organic acids, lipids, derivatives of cinnamic acid and benzoic acids, flavonoids and steroidal glycoalkaloids which were especially prominent in the two highly resistant cultivars. Interestingly, the less resistant cultivars had various fatty acid derivatives in root extracts that contributed to the differentiated metabolic signatures. Moreover, the metabolic phenotype of the STAR9008 (8SC) cultivar with intermediate resistance, was characterized by derivatives of cinnamic acids and flavonoids but at lower levels compared to the resistant cultivars. The 8SC cultivar also exhibited a lack of hydroxybenzoic acid biomarkers, which may be attributed to its lower resistance. These metabolic phenotypes provide insights into the differential metabolic signatures underlying the metabolism of these four cultivars, defining their respective phenotypic traits such as their resistance, tolerance or susceptibility to Ralstonia solanacearum.
topic LC-MS
metabolomics
multivariate data analysis
Solanum lycopersicum
secondary metabolites
url http://www.mdpi.com/1422-0067/19/9/2558
work_keys_str_mv AT dylanrzeiss comparativemetabolicphenotypingoftomatosolanumlycopersicumfortheidentificationofmetabolicsignaturesincultivarsdifferinginresistancetoralstoniasolanacearum
AT msiziimhlongo comparativemetabolicphenotypingoftomatosolanumlycopersicumfortheidentificationofmetabolicsignaturesincultivarsdifferinginresistancetoralstoniasolanacearum
AT fideletugizimana comparativemetabolicphenotypingoftomatosolanumlycopersicumfortheidentificationofmetabolicsignaturesincultivarsdifferinginresistancetoralstoniasolanacearum
AT paulasteenkamp comparativemetabolicphenotypingoftomatosolanumlycopersicumfortheidentificationofmetabolicsignaturesincultivarsdifferinginresistancetoralstoniasolanacearum
AT ianadubery comparativemetabolicphenotypingoftomatosolanumlycopersicumfortheidentificationofmetabolicsignaturesincultivarsdifferinginresistancetoralstoniasolanacearum
_version_ 1725776839212793856