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Updated: Jun 18, 2025

Competitive Transplants to Evaluate Hematopoietic Stem Cell Fitness
Published on: August 31, 2016
Pediatric adapted risk index to predict 2-year transplant-related mortality post-HSCT in children
Reem Elfeky1,2, Natalia Builes3, Rachel Pearce4
1Immunology Department, Great Ormond Street Hospital, London, United Kingdom.
Insights
The Pediatric Adapted Risk Index (PARI) improves pretransplant risk assessment for pediatric hematopoietic stem cell transplantation (HSCT), outperforming the HCT-CI. This new index enhances decision-making and patient counseling for children undergoing HSCT.
Area of Science:
- Hematology
- Pediatric Oncology
- Transplant Medicine
Background:
- Pretransplant risk assessment is crucial for hematopoietic stem cell transplantation (HSCT) outcomes, but its applicability in pediatrics is uncertain.
- Existing tools like the Hematopoietic Cell Transplantation Comorbidity Index (HCT-CI) require validation and potential adaptation for pediatric populations.
Purpose of the Study:
- To revalidate the HCT-CI in a pediatric cohort undergoing HSCT.
- To develop and validate a novel, pediatric-specific risk assessment tool for HSCT.
Main Methods:
- Revalidated the HCT-CI in 874 children (944 HSCTs) and subsequently developed the Pediatric Adapted Risk Index (PARI).
- PARI assigns weights to risk factors and comorbidities based on their hazard ratios for transplant-related mortality (TRM).
- Validated PARI on internal and external pediatric cohorts, comparing its predictive performance against HCT-CI using c-statistics and information criteria.
Main Results:
- The HCT-CI was found to be invalid for the pediatric population studied.
- PARI demonstrated a linear increase in 2-year TRM across four defined risk groups (6.2% to 50.9%).
- PARI showed superior performance in predicting 2-year TRM in children compared to HCT-CI, evidenced by lower Akaike and Schwarz Bayesian information criteria.
Conclusions:
- The developed Pediatric Adapted Risk Index (PARI) is a validated and effective tool for pretransplant risk stratification in pediatric HSCT.
- PARI offers improved prediction of transplant-related mortality in children compared to the standard HCT-CI.
- PARI is expected to aid in better patient counseling and clinical decision-making for pediatric HSCT.
Abstract:
Several attempts have been made to optimize pretransplant risk assessment to improve hematopoietic stem cell transplantation (HSCT) decision-making and to predict post-HSCT outcomes. However, the relevance of pretransplant risk assessment to the pediatric population remains unclear. We report the results of revalidation of the hematopoietic cell transplantation comorbidity index (HCT-CI) in 874 children who received 944 HSCTs for malignant or nonmalignant diseases at a single center. After finding the HCT-CI invalid in our patient population, we proposed a modified pediatric adapted scoring system that captures risk factors (RFs) and comorbidities (CoMs) relevant to pediatrics. Each RF/CoM was assigned an integer weight based on its hazard ratio (HR) for transplant-related mortality (TRM): 0 (HR < 1.2), 1 (1.2 ≥ HR < 1.75), 2 (1.75 ≥ HR < 2.5), and 3 (HR ≥ 2.5). Using these weights, the pediatric adapted risk index (PARI) for HSCT was devised, and patients were divided into 4 risk groups (group 1: without RF/CoM; group 2: score 1-2; group 3: score 3-4; and group 4: score ≥5). There was a linear increase in 2-year TRM from group 1 to 4 (TRM, 6.2% in group 1, 50.9% in group 4). PARI was successfully validated on an internal and external cohort of pediatric patients. Comparing models using c-statistics, PARI was found to have better performance than HCT-CI in predicting 2-year TRM in children, with Akaike and Schwarz Bayesian information criteria values of 1069.245 and 1073.269, respectively, using PARI, vs 1223.158 and 1227.051, respectively, using HCT-CI. We believe that PARI will be a valuable tool enabling better counseling and decision-making for pediatric patients with HSCT.
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