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Updated: Jan 3, 2026

Untargeted Liquid Chromatography-Mass Spectrometry-Based Metabolomics Analysis of Wheat Grain
Published on: March 13, 2020
Mass Spectrometry-Based Untargeted Plant Metabolomics
Leonardo Perez de Souza1, Saleh Alseekh1,2, Thomas Naake1
1Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany.
This study details untargeted metabolomics using mass spectrometry (MS) for systems biology. It covers metabolite extraction, chromatography-MS analysis, and data processing for comprehensive metabolic phenotype investigation.
Area of Science:
- Metabolomics
- Systems Biology
- Analytical Chemistry
Background:
- Metabolomics, driven by mass spectrometry (MS), is crucial for systems biology, offering high sensitivity and throughput.
- Untargeted metabolomics enables deep investigation of metabolic phenotypes by analyzing hundreds to thousands of metabolites.
- This approach generates complex data requiring sophisticated processing and analysis.
Purpose of the Study:
- To provide a comprehensive guide to metabolite extraction and analysis using chromatography coupled to mass spectrometry.
- To detail the intricacies of processing and analyzing complex untargeted metabolomics datasets.
- To cover various protocols including LC-MS, GC-MS, lipid analysis, and metabolite annotation.
Main Methods:
- Metabolite extraction protocols (LC-MS, MTBE for multiple platforms).
- Chromatography-Mass Spectrometry (LC-MS, GC-MS) analysis.
- Data processing, analysis, metabolite annotation, and molecular networking.
Main Results:
- Detailed protocols for various metabolomics techniques are presented.
- The complexity of untargeted metabolomics data processing is addressed.
- Methods for metabolite annotation and molecular networking are discussed.
Conclusions:
- This article provides essential protocols for untargeted metabolomics studies.
- Effective data processing and analysis are critical for extracting meaningful insights from complex metabolomics data.
- The presented methods facilitate a deeper understanding of metabolic phenotypes in systems biology.
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