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Updated: Feb 8, 2026

Identification and Quantification of Deranged Metabolites in Critically Ill Patients Using NMR-Based Metabolomics
Published on: November 29, 2024
Evolution of ARDS biomarkers: Will metabolomics be the answer?
Sayed Metwaly1, Andreanne Cote1, Sarah J Donnelly1
1Department of Critical Care Medicine, University of Calgary , Calgary, Alberta , Canada.
Diagnosing acute respiratory distress syndrome (ARDS) lacks a definitive test. Metabolomics research shows promise for understanding ARDS biological processes, but studies need standardization and validation for reliable biomarker discovery.
Area of Science:
- Pulmonary and Critical Care Medicine
- Biomarker Discovery
- Metabolomics
Background:
- Acute respiratory distress syndrome (ARDS) diagnosis relies on clinical, laboratory, and radiological findings, lacking a specific diagnostic test.
- Past ARDS biomarker development has faced challenges, prompting research into disease subphenotyping using clinical characteristics and blood biomarkers.
- Current subphenotyping approaches show correlations but haven't fully elucidated ARDS etiology, necessitating alternative research methodologies.
Purpose of the Study:
- To review the current state of metabolomics research in acute respiratory distress syndrome (ARDS).
- To discuss the advancements and significant obstacles in ARDS metabolomics research.
- To highlight the potential of metabolomics in understanding ARDS pathophysiology and identifying diagnostic biomarkers.
Main Methods:
- Literature review of ARDS metabolomics studies.
- Analysis of methodologies, sample sizes, control cohorts, specimen types, and measurement techniques used in existing studies.
- Evaluation of validation status of identified metabolomics biomarkers.
Main Results:
- ARDS metabolomics studies have primarily focused on identifying differentiating metabolites for diagnosis.
- Significant variability exists across studies regarding sample size, control group selection, specimen type, and analytical techniques.
- A lack of proper validation hinders the identification of true metabolomics biomarkers for ARDS.
Conclusions:
- Metabolomics research, despite being in its early stages, holds considerable promise for uncovering the underlying biological mechanisms of ARDS.
- Standardization and rigorous validation of metabolomics studies are crucial for advancing the field and developing reliable ARDS biomarkers.
- Metabolomics has the potential to significantly enhance our current understanding of ARDS and improve diagnostic capabilities.
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