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Prognostic factors for multi-organ dysfunction in pediatric oncology patients admitted to the pediatric intensive
Marijn Soeteman1, Marta F Fiocco1,2, Joppe Nijman3
1Princess Máxima Center for Pediatric Oncology, Utrecht, Netherlands.
Insights
Pediatric oncology patients admitted to the pediatric intensive care unit (PICU) with new or progressive multi-organ dysfunction (NPMOD) face higher mortality. Key risk factors for NPMOD include hemato-oncological diagnosis, organ failure number, and unplanned admission.
Area of Science:
- Pediatric Intensive Care
- Oncology
- Critical Care Medicine
Background:
- Pediatric oncology patients admitted to the PICU have poorer outcomes than non-cancer patients.
- Multi-organ dysfunction (MOD) significantly impacts mortality and morbidity in the PICU.
- Risk factors for MOD in this vulnerable population remain largely unidentified.
Purpose of the Study:
- To identify risk factors present at PICU admission that predict new or progressive multi-organ dysfunction (NPMOD) within the first week of PICU stay.
- To analyze associations between baseline covariates and NPMOD in pediatric oncology patients.
- To inform early interventions and closer monitoring strategies for high-risk patients.
Main Methods:
- Retrospective cohort study of pediatric oncology patients (0-18 years) admitted to the PICU from June 2018 to June 2021.
- Utilized the PODIUM criteria for defining multi-organ dysfunction.
- Employed multivariable logistic regression to identify risk factors for NPMOD, with internal validation via bootstrap.
Main Results:
- Included 761 PICU admissions; 20% (154 admissions) developed NPMOD.
- Patients with NPMOD had a significantly higher mortality rate (14%) compared to those without (1.0%).
- Independent risk factors for NPMOD included hemato-oncological diagnosis, number of failing organs, and unplanned PICU admission.
Conclusions:
- Identified key risk factors at PICU admission for NPMOD, aiding in early detection and intervention for pediatric oncology patients.
- The PODIUM criteria showed potential for refinement in this specific patient group, warranting further validation.
- Findings support enhanced monitoring and timely interventions for pediatric oncology patients at risk of NPMOD.
Background:
Pediatric oncology patients who require admission to the pediatric intensive care unit (PICU) have worse outcomes compared to their non-cancer peers. Although multi-organ dysfunction (MOD) plays a pivotal role in PICU mortality and morbidity, risk factors for MOD have not yet been identified. We aimed to identify risk factors at PICU admission for new or progressive MOD (NPMOD) during the first week of PICU stay.
Methods:
This retrospective cohort study included all pediatric oncology patients aged 0 to 18 years admitted to the PICU between June 2018 and June 2021. We used the recently published PODIUM criteria for defining multi-organ dysfunction and estimated the association between covariates at PICU baseline and the outcome NPMOD using a multivariable logistic regression model, with PICU admission as unit of study. To study the predictive performance, the model was internally validated by using bootstrap.
Results:
A total of 761 PICU admissions of 571 patients were included. NPMOD was present in 154 PICU admissions (20%). Patients with NPMOD had a high mortality compared to patients without NPMOD, 14% and 1.0% respectively. Hemato-oncological diagnosis, number of failing organs and unplanned admission were independent risk factors for NPMOD. The prognostic model had an overall good discrimination and calibration.
Conclusion:
The risk factors at PICU admission for NPMOD may help to identify patients who may benefit from closer monitoring and early interventions. When applying the PODIUM criteria, we found some opportunities for fine-tuning these criteria for pediatric oncology patients, that need to be validated in future studies.
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