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Evaluating Mortality Risk Adjustment Among Children Receiving Extracorporeal Support for Respiratory Failure
Ryan P Barbaro1,2, Philip S Boonstra3, Kevin W Kuo4
1From the Division of Pediatric Critical Care, University of Michigan, Ann Arbor.
Insights
Pediatric Risk of Mortality Score (PRISM) III, Pediatric Index of Mortality (PIM) 2, and Pediatric Logistic Organ Dysfunction (PELOD) scores poorly predict mortality in pediatric extracorporeal membrane oxygenation (ECMO) patients. The Ped-RESCUERS score, enhanced with clinical data, offers improved mortality prediction for these critically ill children.
Area of Science:
- Pediatric Critical Care Medicine
- Extracorporeal Membrane Oxygenation (ECMO)
- Medical Scoring Systems
Background:
- Pediatric intensive care unit (PICU) severity of illness scores are crucial for risk stratification.
- Existing scores like PRISM III, PIM 2, and PELOD may not accurately reflect mortality risk in children on ECMO for respiratory failure.
- The need for ECMO-specific risk assessment tools is critical for this vulnerable population.
Purpose of the Study:
- To evaluate the ability of PRISM III, PIM 2, and PELOD to discriminate mortality in pediatric ECMO patients.
- To assess the performance of the Pediatric Risk Estimate Score for Children Using Extracorporeal Respiratory Support (Ped-RESCUERS) in this population.
- To determine if adding clinical and laboratory data improves Ped-RESCUERS' mortality discrimination.
Main Methods:
- Multi-institutional retrospective cohort study of pediatric patients (29 days to 17 years) receiving respiratory ECMO.
- Mortality discrimination assessed using Area Under the Receiver Operating Curve (AUC).
- Model calibration evaluated with Hosmer-Lemeshow test and Brier score.
Main Results:
- PRISM III, PIM 2, and PELOD demonstrated poor mortality discrimination (AUCs: 0.56, 0.53, 0.57).
- Ped-RESCUERS showed better performance (AUC: 0.68).
- Incorporating alanine aminotransferase, oxygenation index, and lactic acidosis into Ped-RESCUERS improved AUC to 0.75.
Conclusions:
- General PICU severity scores (PRISM III, PIM 2, PELOD) are inadequate for pre-ECMO risk adjustment.
- Ped-RESCUERS demonstrates superior discrimination for pediatric ECMO patients.
- ECMO-specific scoring systems derived from ECMO populations are recommended over general PICU scores for risk adjustment.
Abstract:
This study evaluates whether three commonly used pediatric intensive care unit (PICU) severity of illness scores, pediatric risk of mortality score (PRISM) III, pediatric index of mortality (PIM) 2, and pediatric logistic organ dysfunction (PELOD), are the appropriate tools to discriminate mortality risk in children receiving extracorporeal membrane oxygenation (ECMO) support for respiratory failure. This study also evaluates the ability of the Pediatric Risk Estimate Score for Children Using Extracorporeal Respiratory Support (Ped-RESCUERS) to discriminate mortality risk in the same population, and whether Ped-RESCUERS' discrimination of mortality is improved by additional clinical and laboratory measures of renal, hepatic, neurologic, and hematologic dysfunction. A multi-institutional retrospective cohort study was conducted on children aged 29 days to 17 years with respiratory failure requiring respiratory ECMO support. Discrimination of mortality was evaluated with the area under the receiver operating curve (AUC); model calibration was measured by the Hosmer-Lemeshow goodness of fit test and Brier score. Admission PRISM-III, PIM-2, and PELOD were found to have poor ability to discriminate mortality with an AUC of 0.56 [0.46-0.66], 0.53 [0.43-0.62], and 0.57 [0.47-0.67], respectively. Alternatively, Ped-RESCUERS performed better with an AUC of 0.68 [0.59-0.77]. Higher alanine aminotransferase, ratio of the arterial partial pressure of oxygen the fraction of inspired oxygen, and lactic acidosis were independently associated with mortality and, when added to Ped-RESCUERS, resulted in an AUC of 0.75 [0.66-0.82]. Admission PRISM-III, PIM-2, and PELOD should not be used for pre-ECMO risk adjustment because they do not discriminate death. Extracorporeal membrane oxygenation population-derived scores should be used to risk adjust ECMO populations as opposed to general PICU population-derived scores.
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