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[Pediatric Index Mortality 3 (PIM3) Score as a predictor of mortality in pediatric critical care unit located at high
Eliana López-Barón1, Pablo Vasquez Hoyos1, Mario Martinez-Solarte1
1Departamento de Pediatría, Facultad de Medicina, Universidad Nacional de Colombia, Bogotá, Colombia.
Insights
The Pediatric Index of Mortality 3 (PIM3) scale shows adequate mortality prediction in high-altitude PICU settings. Adding lactate and SpO2/FiO2 improves its accuracy for pediatric critical care.
Area of Science:
- Pediatric critical care medicine
- Clinical risk stratification
- High-altitude physiology
Background:
- The Pediatric Index of Mortality 3 (PIM3) is a validated tool for estimating mortality risk in pediatric intensive care units (PICUs).
- Its performance in high-altitude environments (above 2,500 meters) requires specific validation.
- Assessing novel biomarkers to enhance predictive accuracy is crucial for pediatric critical care outcomes.
Purpose of the Study:
- To validate the PIM3 scale in a pediatric population admitted to PICUs situated at altitudes exceeding 2,500 meters above sea level.
- To evaluate the impact of serum lactate and the oxygen saturation/fraction of inspired oxygen (SpO2/FiO2) index on the PIM3 scale's predictive mortality ability.
Main Methods:
- A prospective, multicenter study involving 10 PICUs in Colombia.
- Data collection included variables for PIM3 calculation, serum lactate, and the SpO2/FiO2 index.
- Validation of discrimination using the area under the ROC curve and calibration via the Hosmer-Lemeshow goodness-of-fit test.
Main Results:
- The study included 2,803 admissions with an overall mortality rate of 4.8%.
- The PIM3 scale demonstrated adequate discrimination (ROC 0.84) but poor calibration (p < 0.001) in this high-altitude population.
- Incorporating lactate and SpO2/FiO2 significantly improved calibration (p = 0.75) while maintaining high discrimination (ROC 0.86).
Conclusions:
- The PIM3 scale offers adequate discrimination but lacks sufficient calibration for pediatric patients in PICUs at high altitudes (>2,500 m).
- Serum lactate and the SpO2/FiO2 index enhance the PIM3 scale's predictive accuracy in this specific population.
- These findings support the use of additional biomarkers to refine mortality risk assessment in high-altitude pediatric critical care.
Abstract:
The Pediatric Index of Mortality 3 (PIM3) is a scale that estimates the risk of mortality in children admitted to the Pediatric Intensive Care Unit (PICU) within the first hour of admission.
Objective:
to validate the PIM3 scale in pediatric population admitted to PICU at altitudes over 2,500 meters above sea level (m.a.s.l.), and to evaluate whether lactate and the oxygen saturation/fraction of inspired oxygen (SpO2/FiO2) index improve its ability to predict mortality.
Patients And Method:
A prospective multicenter study was carried out in 10 PICUs in Colombia between November 2016 and June 2017. Variables were collected for the calculation of PIM3, serum lactate, and SpO2/FiO2 index. Their discrimination capacity was validated with the area under the ROC curve and calibration using the Hosmer Lemeshow goodness-of-fit test.
Results:
2,803 admissions were included, with an overall mortality of 4.8% and a standardized mortality ratio of 1.1 (95%CI 1.00-1.3). PIM3 showed low calibration (p < 0.001) and adequate discrimination for the studied population (ROC 0.84; 95%CI 0.83-0.86). The addition of serum lactate and SpO2/FiO2 allowed a good calibration (p = 0.75) and maintained a high discrimination of mortality (ROC 0.86; 95%CI 0.84-0.87).
Conclusions:
The performance of the PIM3 scale has adequate discrimination, but low calibration in children admitted to PICU at above 2500 m. a. s. l. Lactate and SpO2/FiO2 variables improved its predictive ability.
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