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Published on: August 17, 2022
Pediatric length-of-stay index following liver transplantation
Theodore Zhang1, Spencer Barrett1, Ronald Cotton2
1Department of Student Affairs, Baylor College of Medicine, Houston, TX, USA.
Insights
A new pediatric length-of-stay (LOS) index predicts prolonged hospital stays after liver transplants. This tool identifies key risk factors, improving patient care and resource allocation in pediatric liver transplantation.
Area of Science:
- Pediatric Gastroenterology and Hepatology
- Transplant Surgery
- Health Services Research
Background:
- Pediatric End-Stage Liver Disease (PELD) scores aim to reduce waitlist mortality but do not accurately predict prolonged length-of-stay (LOS) or associated costs.
- Current scoring systems lack precision in identifying pediatric liver transplant recipients at high risk for extended hospitalizations.
Purpose of the Study:
- To develop and validate a novel pediatric length-of-stay (LOS) index.
- To accurately predict the risk of prolonged hospital stay following pediatric liver transplantation.
Main Methods:
- Utilized univariate and multivariate analyses on a large dataset of 5669 pediatric liver transplant recipients.
- Identified independent recipient and donor risk factors associated with prolonged stay (>30 days) using multiple imputation for missing variables.
Main Results:
- Developed a LOS index incorporating 13 donor/recipient factors, achieving a C-statistic of 0.72 for predicting prolonged stay.
- Significant predictors of prolonged LOS included ICU admission, recipient bilirubin levels >32, and pre-transplant hemodialysis.
- The index demonstrated effective discrimination across different patient risk quartiles.
Conclusions:
- The pediatric LOS index provides a validated tool to assess the risk of prolonged hospitalization after liver transplantation in children.
- Key predictive factors include pre-transplant hemodialysis, ICU admission, recipient weight, bilirubin levels, and life support status.
- This index can aid in resource allocation and patient management strategies for pediatric liver transplant recipients.
Background:
PELD scores are used to reduce waitlist mortality, but they do not accurately predict likelihood of prolonged length-of-stay or higher costs associated with it. This study aims to create a pediatric length-of-stay (LOS) index to predict increased risk of prolonged stay following liver transplantation.
Methods:
The scoring system generated predicts length-of-stay following pediatric liver transplantation. With univariate and multivariate analyses on data from 5669 pediatric liver transplant recipients, independent recipient/donor risk factors for prolonged stay (>30 days) were identified. Multiple imputations accounted for missing variables.
Results:
The most significant factors were ICU admission (OR 2.92, CI 2.27-3.75), recipient bilirubin >32 (OR 2.35, CI 1.70-3.25), and hemodialysis 1 week before transplantation (OR 2.27, CI 1.57-3.27). The LOS index assigns weighted scoring points to factors to predict prolonged stay (C-statistic of .72). The index demonstrated discrimination across the population after dividing it into quartiles for prolonged stay.
Conclusions:
The pediatric LOS index, utilizing 13 donor/recipient factors, can assess the risk for pediatric liver transplantation prolonged stay. Important predictive factors are hemodialysis, ICU admission, recipient weight and bilirubin, and recipient life support status.
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