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Association between serum lactate trajectories and short-term mortality in pediatric acute kidney injury patients
Xiaodong Jiang1, Yu Zhang2, Hua Lu3
1Department of Pediatrics, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou, China; Department of Pediatrics, Guizhou Children's Hospital, Zunyi, Guizhou, China.
Insights
Early lactate levels and their changing patterns in critically ill children with acute kidney injury (AKI) predict 30-day mortality. Identifying these lactate trajectories aids in early risk stratification for pediatric AKI patients.
Area of Science:
- Pediatric critical care medicine
- Nephrology
- Biomarkers
Background:
- Acute kidney injury (AKI) is a significant threat to critically ill children.
- Serum lactate is a key indicator of tissue oxygenation and perfusion.
- Understanding lactate dynamics is crucial for predicting outcomes in pediatric AKI.
Purpose of the Study:
- To investigate the association between early dynamic lactate trajectories in the pediatric intensive care unit (PICU) and 30-day mortality in pediatric AKI patients.
- To evaluate the prognostic value of admission lactate levels and distinct lactate patterns.
Main Methods:
- Retrospective analysis of 1056 critically ill children with AKI admitted to the PICU.
- Utilized multivariable Cox regression, restricted cubic spline (RCS), and latent growth mixture models (LGMM).
- Assessed association between admission lactate, lactate trajectories, and 30-day mortality.
Main Results:
- Admission lactate levels were independently associated with increased 30-day mortality (HR 1.13).
- Three distinct lactate trajectories were identified: high decreasing, low stable, and persistent high.
- Both high decreasing (HR 3.37) and persistent high (HR 6.24) lactate trajectories were linked to significantly higher mortality compared to the low stable group.
Conclusions:
- Serum lactate levels and their early dynamic changes are valuable prognostic indicators in pediatric AKI.
- Identifying specific lactate trajectories allows for early risk stratification.
- These findings can guide individualized management strategies for pediatric AKI patients.
Objective:
Acute kidney injury (AKI) is a life-threatening condition in children. Serum lactate is a critical indicator of oxygen metabolism and tissue hypoperfusion. This study investigated the association between early dynamic lactate trajectories during pediatric intensive care unit (PICU) and 30-day mortality in pediatric patients with AKI.
Methods:
This single-center retrospective study included 1056 critically ill children with AKI admitted to the PICU. Multivariable Cox regression and restricted cubic spline (RCS) models were used to evaluate the association between admission lactate levels and 30-day mortality. Latent growth mixture model (LGMM) was used to identify distinct lactate trajectories based on daily measurements during the first four days of admission. Multivariable Cox regression and Kaplan-Meier analysis were then conducted to assess the association between trajectory classes and 30-day mortality.
Results:
Admission lactate was independently associated with 30-day mortality (HR 1.13, 95% CI 1.08-1.18, p < 0.01), with a monotonic dose-response relationship (p for non-linearity = 0.46). Three distinct lactate trajectories were identified: Class 1 (high decreasing group, 5.11%), Class 2 (low stable group, 92.05%), and Class 3 (persistent high group, 2.84%). Compared with Class 2, both Class 1 (HR 3.37, 95% CI 1.83-6.24, p < 0.01) and Class 3 (HR 6.24, 95% CI 2.95-13.17, p < 0.01) were associated with significantly increased mortality. Kaplan-Meier curves confirmed the poorest survival in Class 3.
Conclusion:
Both admission lactate level and early dynamic lactate trajectory provide valuable prognostic information in pediatric AKI patients. Identifying lactate patterns facilitates early risk stratification and guides individualized management.
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