Ultra-high Performance Liquid Chromatography-Ion Mobility-High-Resolution Mass Spectrometry to Evaluate the Metabolomic Response of Durum Wheat to Sustainable Treatments.
Nicolò RiboniFederica BianchiMonica MattarozziMarina CaldaraMariolina GullìSara GrazianoElena MaestriNelson MarmiroliMaria CareriPublished in: Journal of agricultural and food chemistry (2023)
Sustainable agriculture aims at achieving a healthy food production while reducing the use of fertilizers and greenhouse gas emissions using biostimulants and soil amendments. Untargeted metabolomics by ultra-high performance liquid chromatography-ion mobility-high-resolution mass spectrometry, operating in a high-definition MS E mode, was applied to investigate the metabolome of durum wheat in response to sustainable treatments, i.e., the addition of biochar, commercial plant growth promoting microbes, and their combination. Partial least squares-discriminant analysis provided a good discrimination among treatments with sensitivity, specificity, and a non-error rate close to 1. A total of 88 and 45 discriminant compounds having biological, nutritional, and technological implications were tentatively identified in samples grown in 2020 and 2021. The addition of biochar-biostimulants produced the highest up-regulation of lipids and flavonoids, with the glycolipid desaturation being the most impacted pathway, whereas carbohydrates were mostly down-regulated. The findings achieved suggest the safe use of the combined biochar-biostimulant treatment for sustainable wheat cultivation.
Keyphrases
- high resolution mass spectrometry
- ultra high performance liquid chromatography
- plant growth
- liquid chromatography
- mass spectrometry
- tandem mass spectrometry
- gas chromatography
- heavy metals
- simultaneous determination
- multiple sclerosis
- solid phase extraction
- ms ms
- anaerobic digestion
- sewage sludge
- climate change
- risk assessment
- transcription factor
- gas chromatography mass spectrometry