Preoperative gut microbiota depletion and metabolomic signatures predict postoperative pneumonia in patients with intracranial space-occupying lesions: a multi-omics prospective cohort study - Summary - MDSpire
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Preoperative Depletion of Gut Microbiota and Metabolomic Profiles as Predictors of Postoperative Pneumonia in Patients Undergoing Surgery for Intracranial Lesions: A Multi-Omics Prospective Study
To characterize preoperative and postoperative gut microbiota and metabolic signatures in patients with intracranial space-occupying lesions, aiming to construct a predictive model for postoperative pneumonia (POP) and understand the relationship between these factors.
Approach:
Key Findings:
Surgical stress reduced microbial diversity, with significant preoperative depletion of Roseburia in the POP group, highlighting its potential role in infection risk.
Metabolomic analysis indicated a preoperative 'metabolic deficiency' state in POP patients, particularly in fructose and mannose metabolism, suggesting targets for intervention.
Preoperative Roseburia abundance positively correlated with the anti-inflammatory metabolite 1-methylnicotinamide, indicating a protective role.
A metabolic signature of the top 10 preoperative metabolites predicted POP with an AUC of 1.0, demonstrating high predictive accuracy.
Interpretation:
Disruption of metabolic homeostasis due to preoperative gut microbiota depletion is associated with increased susceptibility to postoperative pneumonia.
Limitations:
The study was limited to a single center, which may affect the generalizability of the findings; future studies should include multiple centers.
The sample size of 50 patients may limit the robustness of the predictive model; larger studies are needed to validate these findings.
Conclusion:
Monitoring preoperative metabolic signatures can help identify high-risk individuals for postoperative pneumonia, providing a pathway for early intervention and improved patient outcomes.