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Updated: Mar 8, 2026

Identification and Quantification of Deranged Metabolites in Critically Ill Patients Using NMR-Based Metabolomics
Published on: November 29, 2024
Fecal metabolite profiling identifies critically ill patients with increased 30-day mortality
Alexander P de Porto1,2, Nicholas P Dylla1,3, Matthew Stutz1,4
1Duchossois Family Institute, University of Chicago, Chicago, IL 60637, USA.
Critically ill patients in the medical intensive care unit (MICU) show altered gut bacteria and metabolites. A new metabolic dysbiosis score (MDS) using 13 metabolites predicts mortality risk in these patients.
Area of Science:
- Microbiology
- Metabolomics
- Critical Care Medicine
Background:
- Critically ill patients in the medical intensive care unit (MICU) exhibit reduced intestinal microbiota diversity and altered metabolite concentrations.
- Gut microbiota metabolites are linked to patient survival during complex medical treatments, suggesting they could be a targetable trait for improving outcomes.
Purpose of the Study:
- To investigate the correlation between gut microbiota composition, fecal metabolites, and 30-day mortality in critically ill patients.
- To develop and validate a predictive score for mortality based on microbiota-derived metabolites.
Main Methods:
- Prospective collection of fecal specimens from 196 critically ill patients (non-COVID-19 respiratory failure or shock).
- Shotgun metagenomic sequencing to define microbiome composition.
- Mass spectrometry to quantify fecal concentrations of microbiota-derived metabolites.
- Development of a metabolic dysbiosis score (MDS) based on 13 key metabolites.
Main Results:
- Microbiota composition alone did not independently predict 30-day mortality.
- The developed metabolic dysbiosis score (MDS) independently predicted 30-day mortality, even after accounting for known confounders.
- The MDS incorporates potentially modifiable, microbiome-related factors contributing to host resilience.
Conclusions:
- A metabolic dysbiosis score (MDS) derived from fecal metabolites can identify critically ill patients at higher risk of 30-day mortality.
- The MDS offers a novel, complementary tool for risk stratification in the MICU, highlighting the role of the gut microbiome in patient outcomes.
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