A combined chemometrics-metabolomics approach [excitation-emission matrix (EEM) fluorescence spectroscopy, nuclear magnetic resonance (NMR) and high performance liquid chromatography-mass spectrometry (HPLC-MS)] was used to analyse the rhizodeposition of the tritrophic system: tomato, the plant-parasitic nematode Meloidogyne javanica and the nematode-egg parasitic fungus Pochonia chlamydosporia. Exudates from M. javanica roots were sampled at root penetration (early) and gall development (late). EMM indicated that late root exudates from M. javanica treatments contained more aromatic amino acid compounds than the rest (control, P. chlamydosporia or P. chlamydosporia and M. javanica). H-1 NMR showed that organic acids (acetate, lactate, malate, succinate and formic acid) and one unassigned aromatic compound (peak no. 22) were the most relevant metabolites in root exudates. Robust principal component analysis (PCA) grouped early exudates for nematode (PC1) or fungus presence (PC3). PCA found (PC1, 73.31 %) increased acetate and reduced lactate and an unassigned peak no. 22 characteristic of M. javanica root exudates resulting from nematode invasion and feeding. An increase of peak no. 22 (PC3, 4.82 %) characteristic of P. chlamydosporia exudates could be a plant "primer" defence. In late ones in PC3 (8.73 %) the presence of the nematode grouped the samples. HPLC-MS determined rhizosphere fingerprints of 16 (early) and 25 (late exudates) m/z signals, respectively. Late signals were exclusive from M. javanica exudates confirming EEM and H-1 NMR results. A 235 m/z signal reduced in M. javanica root exudates (early and late) could be a repressed plant defense. This metabolomic approach and other rhizosphere -omics studies could help to improve plant growth and reduce nematode damage sustainably.
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North West Univ, Unit Environm Sci & Management, Private Bag X6001, ZA-2520 Potchefstroom, South AfricaNorth West Univ, Unit Environm Sci & Management, Private Bag X6001, ZA-2520 Potchefstroom, South Africa
Collett, Raymond Lesley
Rashidifard, Milad
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North West Univ, Unit Environm Sci & Management, Private Bag X6001, ZA-2520 Potchefstroom, South Africa
Fed Res Ctr Cultivated Plants, Julius Kuhn Inst JKI, Inst Epidemiol & Pathogen Diagnost, Messeweg 11-12, D-38104 Braunschweig, GermanyNorth West Univ, Unit Environm Sci & Management, Private Bag X6001, ZA-2520 Potchefstroom, South Africa
Rashidifard, Milad
Marais, Mariette
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Agr Res Council Plant Hlth & Protect ARC PHP, Nematol Unit, Biosystemat, Private Bag X134, ZA-0121 Queenwood, South AfricaNorth West Univ, Unit Environm Sci & Management, Private Bag X6001, ZA-2520 Potchefstroom, South Africa
Marais, Mariette
Daneel, Mieke
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North West Univ, Unit Environm Sci & Management, Private Bag X6001, ZA-2520 Potchefstroom, South Africa
Agr Res Council Trop & Subtrop Crops ARC TSC, Private Bag X11208, ZA-1200 Mbombela, South AfricaNorth West Univ, Unit Environm Sci & Management, Private Bag X6001, ZA-2520 Potchefstroom, South Africa