Application of Liquid Chromatography-Ion Mobility Spectrometry-Mass Spectrometry-Based Metabolomics to Investigate the Basal Chemical Profile of Olive Cultivars Differing in Verticillium dahliae Resistance

J Agric Food Chem. 2024 Dec 11;72(49):27561-27574. doi: 10.1021/acs.jafc.4c07155. Epub 2024 Nov 22.

Abstract

The limited effectiveness of current strategies to control Verticillium wilt of olive (VWO) prompts the need for innovative approaches. This study explores the basal metabolome of 43 olive cultivars with varying resistance levels to Verticillium dahliae, offering alternative insights for olive crossbreeding programmes. The use of an innovative UHPLC-ESI-TimsTOF MS/MS platform enabled the annotation of more than 70 compounds across different olive organs (root, stem, and leaf) and the creation of a preliminary compilation of TIMSCCSN2 experimental data for more reliable metabolite annotation. Moreover, it allowed the documentation of numerous isomeric species in the studied olive organs by resolving hidden compounds. Multivariate statistical analyses revealed significant metabolome variability between highly resistant and susceptible cultivars, which was further investigated through supervised PLS-DA. Key markers indicative of VWO susceptibility were annotated and characteristic compositional patterns were established. Stem tissue exhibited the highest discriminative capability, while root and leaf tissues also showed significant predictive potential.

Keywords: LC-MS profiling; Olea europaea L.; TIMS; Verticillium wilt of olive; olive leaves; olive roots; olive stems; pathogen resistance.

Publication types

  • Evaluation Study

MeSH terms

  • Ascomycota / chemistry
  • Ascomycota / metabolism
  • Chromatography, High Pressure Liquid / methods
  • Disease Resistance*
  • Ion Mobility Spectrometry / methods
  • Mass Spectrometry / methods
  • Metabolomics*
  • Olea* / chemistry
  • Olea* / metabolism
  • Olea* / microbiology
  • Plant Diseases* / microbiology
  • Plant Leaves / chemistry
  • Plant Leaves / metabolism
  • Plant Leaves / microbiology
  • Plant Roots / chemistry
  • Plant Roots / metabolism
  • Plant Roots / microbiology
  • Plant Stems / chemistry
  • Plant Stems / metabolism
  • Plant Stems / microbiology
  • Tandem Mass Spectrometry / methods
  • Verticillium

Supplementary concepts

  • Verticillium dahliae