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Updated: Feb 12, 2026

Identification and Quantification of Deranged Metabolites in Critically Ill Patients Using NMR-Based Metabolomics
Published on: November 29, 2024
Metabolomics activity screening for identifying metabolites that modulate phenotype.
Carlos Guijas1, J Rafael Montenegro-Burke1, Benedikt Warth1,2
1The Scripps Research Institute, Scripps Center for Metabolomics and Mass Spectrometry, La Jolla, California, USA.
Metabolomics activity screening (MAS) uses metabolite data to find small molecules that can change cell or organism traits. This approach integrates multiple
Area of Science:
- Biochemistry
- Systems Biology
- Genomics
Background:
- Metabolomics identifies and quantifies small-molecule metabolites, offering insights closest to biological phenotypes.
- Metabolites are increasingly recognized for their potential to actively modulate cellular and organismal phenotypes.
- Existing research highlights metabolite roles in diverse biological processes, including stem cell differentiation and immune responses.
Purpose of the Study:
- To introduce Metabolomics Activity Screening (MAS) as a method to identify functional metabolites.
- To integrate metabolomics with systems biology data for phenotype-altering metabolite discovery.
- To enable high-throughput screening of metabolites for phenotypic modulation.
Main Methods:
- Integration of metabolomics data with metabolic pathways.
- Incorporation of systems biology information (proteomics, transcriptomics).
- Development of a screening approach for endogenous metabolites with functional roles.
Main Results:
- MAS yields a set of endogenous metabolites for functional testing.
- Identified metabolites demonstrate the ability to modulate diverse biological processes.
- The approach is amenable to high-throughput screening across various biological systems.
Conclusions:
- Metabolomics Activity Screening (MAS) provides a powerful framework for discovering phenotype-altering metabolites.
- Metabolites can be actively applied to modulate biological functions, offering therapeutic potential.
- The accessibility and high-throughput nature of MAS facilitate broad biological applications.
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