Unravelling the metabolic reconfiguration of the post-challenge primed state in Sorghum bicolor responding to Colletotrichum sublineolum infection

dc.contributor.authorTugizimana, Fidele
dc.contributor.authorSteenkamp, Paul A.
dc.contributor.authorPiater, Lizelle A.
dc.contributor.authorLabuschagne, Nico
dc.contributor.authorDubery, Ian A.
dc.contributor.emailnico.labuschagne@up.ac.zaen_ZA
dc.date.accessioned2020-01-24T07:13:33Z
dc.date.available2020-01-24T07:13:33Z
dc.date.issued2019
dc.descriptionSupplementary Material: Figure S1: Evaluation of disease symptoms in Colletotrichum sublineolum infected sorghum plants; Figure S2: Representative BPI MS chromatograms of ESI(+) data (3 d.p.i.); Figure S3: Unsupervised chemometric modelling of ESI(-) data; Figure S4: OPLS-DA modelling and variable/feature selection. Table S1: Annotated (MSI-level 2) metabolites reported in Table 1, with fragmentation information.en_ZA
dc.description.abstractPriming is a natural phenomenon that pre-conditions plants for enhanced defence against a wide range of pathogens. It represents a complementary strategy, or sustainable alternative that can provide protection against disease. However, a comprehensive functional and mechanistic understanding of the various layers of priming events is still limited. A non-targeted metabolomics approach was used to investigate metabolic changes in plant growth-promoting rhizobacteria (PGPR)-primed Sorghum bicolor seedlings infected with the anthracnose-causing fungal pathogen, Colletotrichum sublineolum, with a focus on the post-challenge primed state phase. At the 4-leaf growth stage, the plants were treated with a strain of Paenibacillus alvei at 108 cfu mL1. Following a 24 h PGPR application, the plants were inoculated with a C. sublineolum spore suspension (106 spores mL1), and the infection monitored over time: 1, 3, 5, 7 and 9 days post-inoculation. Non-infected plants served as negative controls. Intracellular metabolites from both inoculated and non-inoculated plants were extracted with 80% methanol-water. The extracts were chromatographically and spectrometrically analysed on an ultra-high performance liquid chromatography (UHPLC) system coupled to high-definition mass spectrometry. The acquired multidimensional data were processed to create data matrices for chemometric modelling. The computed models indicated time-related metabolic perturbations that reflect primed responses to the fungal infection. Evaluation of orthogonal projection to latent structure-discriminant analysis (OPLS-DA) loading shared and unique structures (SUS)-plots uncovered the di erential stronger defence responses against the fungal infection observed in primed plants. These involved enhanced levels of amino acids (tyrosine, tryptophan), phytohormones (jasmonic acid and salicylic acid conjugates, and zeatin), and defence-related components of the lipidome. Furthermore, other defence responses in both naïve and primed plants were characterised by a complex mobilisation of phenolic compounds and de novo biosynthesis of the flavones, apigenin and luteolin and the 3-deoxyanthocyanidin phytoalexins, apigeninidin and luteolinidin, as well as some related conjugates.en_ZA
dc.description.departmentPlant Production and Soil Scienceen_ZA
dc.description.librarianam2020en_ZA
dc.description.sponsorshipThe South African National Research Foundation (NRF)en_ZA
dc.description.urihttp://www.mdpi.com/journal/metabolitesen_ZA
dc.identifier.citationTugizimana, F., Steenkamp, P.A., Piater, L.A. et al. 2019, 'Unravelling the metabolic reconfiguration of the post-challenge primed state in Sorghum bicolor responding to Colletotrichum sublineolum infection', Metabolites, vol. 9, art. 194, pp. 1-25.en_ZA
dc.identifier.issn2218-1989 (print)
dc.identifier.issn2218-1989 (online)
dc.identifier.other10.3390/metabo9100194
dc.identifier.urihttp://hdl.handle.net/2263/72905
dc.language.isoenen_ZA
dc.publisherMDPIen_ZA
dc.rights© 2019 by the authors. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.en_ZA
dc.subjectChemometricsen_ZA
dc.subjectMetabolomicsen_ZA
dc.subjectPlant primingen_ZA
dc.subjectSecondary metabolitesen_ZA
dc.subjectSorghumen_ZA
dc.subjectOrthogonal projection to latent structure-discriminant analysis (OPLS-DA)en_ZA
dc.subjectUltra-high performance liquid chromatography (UHPLC)en_ZA
dc.subjectShared and unique structures (SUS)en_ZA
dc.subjectLiquid chromatography–mass spectrometry (LC-MS)en_ZA
dc.subjectPlant growth-promoting rhizobacteria (PGPR)en_ZA
dc.titleUnravelling the metabolic reconfiguration of the post-challenge primed state in Sorghum bicolor responding to Colletotrichum sublineolum infectionen_ZA
dc.typeArticleen_ZA

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