Longitudinal multi-omic signatures of ARDS and sepsis inflammatory phenotypes identify pathways associated with mortality.
Summary
In 160 ARDS patients from the ROSE trial, integrated longitudinal plasma metabolomics and whole-blood transcriptomics identified four mortality-associated molecular signatures spanning innate immunity-glycolysis, hepatic/immune dysfunction with impaired beta-oxidation, interferon suppression with altered mitochondrial respiration, and redox/cell proliferation pathways. Signatures persisted to Day 2 and were validated in the EARLI sepsis cohort, highlighting mitochondrial dysfunction as a unifying feature.
Key Findings
- Four mortality-associated multi-omic signatures were identified, three linked to the Hyperinflammatory phenotype and one phenotype-independent.
- All signatures persisted to Day 2 after enrollment and were validated in an independent sepsis cohort (EARLI).
- A unifying theme of mitochondrial dysfunction characterized all mortality-associated signatures.
- Within-phenotype analyses revealed distinct mortality pathways in Hyperinflammatory vs Hypoinflammatory groups.
Clinical Implications
Findings support phenotype-guided trials testing metabolic/mitochondrial modulators and biomarker panels for risk stratification. Mitochondrial dysfunction emerges as a cross-phenotype target.
Why It Matters
This study links ARDS inflammatory phenotypes to discrete, validated multi-omic mortality pathways, advancing precision stratification and therapeutic target discovery in critical illness.
Limitations
- Moderate sample size (N=160) and blood-based omics may not fully capture lung-specific biology
- Observational associations limit causal inference; no interventional testing of targets
Future Directions
Prospective interventional trials targeting mitochondrial bioenergetics and metabolic pathways stratified by inflammatory phenotype; validation in larger, diverse cohorts with lung-specific sampling.
Study Information
- Study Type
- Cohort
- Research Domain
- Pathophysiology
- Evidence Level
- II - Prospective cohort analysis with external validation; observational multi-omics study within a randomized trial cohort.
- Study Design
- OTHER