Morbidity and mortality prediction in pediatric heart surgery: Physiological profiles and surgical complexity

John T Berger1, Richard Holubkov2, Ron Reeder2

  • 1Department of Pediatrics, Children's National Medical Center, Washington, DC.

Insights

Pediatric heart surgery outcomes, including mortality and functional morbidity, can be predicted using the Pediatric Risk of Mortality (PRISM) score. Adding surgical complexity scores like RACHS or STAT does not improve PRISM

Area of Science:

  • Pediatric Cardiology
  • Surgical Outcomes Research
  • Healthcare Predictive Analytics

Background:

  • Pediatric heart surgery outcomes have shifted focus from mortality to morbidity due to reduced mortality rates.
  • The Pediatric Risk of Mortality (PRISM) score is a physiology-based profile linked to functional morbidity at discharge.
  • Assessing new functional morbidity is crucial for improving clinical care practices in pediatric cardiac surgery.

Purpose of the Study:

  • To evaluate the association between new functional morbidity and surgical risk categories (RACHS, STAT).
  • To measure the performance of 2-level and 3-level PRISM prediction algorithms.
  • To determine if RACHS or STAT categories enhance PRISM's predictive accuracy for pediatric heart surgery outcomes.

Main Methods:

  • Random selection of 1550 pediatric patients (0-18 years) across 7 sites.
  • Assessment of morbidity (Functional Status Scale) and mortality at hospital discharge.
  • Testing PRISM algorithms for goodness of fit and discrimination, with and without RACHS and STAT complexity categories.

Main Results:

  • Overall mortality was 3.2%, with a 4.8% rate of new functional morbidity.
  • Functional morbidity rates increased with higher RACHS and STAT categories.
  • Both 2-level and 3-level PRISM models demonstrated good fit and discrimination; adding RACHS/STAT did not improve performance.

Conclusions:

  • Mortality and new functional morbidity are key outcomes in pediatric heart surgery, predictable by PRISM algorithms.
  • Surgical complexity categories (RACHS, STAT) do not enhance the predictive performance of PRISM.
  • PRISM scores effectively predict both mortality and functional morbidity in pediatric cardiac surgery patients.
Abstract

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