To identify the trajectory of early creatinine changes in sepsis patients and explore its relationship with unfavorable prognosis using latent class trajectory models (LCTM), emphasizing the significance of LCTM in this context.
Key Findings:
Identified distinct trajectories of creatinine changes in septic patients, which may inform targeted interventions.
Certain trajectories were associated with higher 28-day mortality rates.
Early creatinine levels can serve as a prognostic indicator for sepsis outcomes.
Interpretation:
The study suggests that monitoring early changes in creatinine levels can help identify high-risk sepsis patients, allowing for timely interventions that could improve outcomes.
Limitations:
Retrospective design may introduce bias, and potential confounding factors such as comorbidities and treatment variations were not accounted for.
Data derived from a single center may limit generalizability.
Potential confounding factors not accounted for in the analysis.
Conclusion:
Early changes in creatinine levels are predictive of outcomes in sepsis patients, highlighting the importance of renal function monitoring in critical care settings and the need for early intervention.
