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Author Spotlight: A Multi-Depth Porcine Model for Comprehensive Study of Burn Injuries and Healing Processes
Published on: February 23, 2024
Do standard burn mortality formulae work on a population of severely burned children and adults?
Amy Tsurumi1, Yok-Ai Que2, Shuangchun Yan1
1Department of Surgery, Massachusetts General Hospital, Bigelow 1302, 55 Fruit Street, Boston, MA 02114, USA; Department of Microbiology and Immunobiology, Harvard Medical School, 77 Ave. Louis Pasteur, Boston, MA, USA; Shriners Hospitals for Children-Boston®, 51 Blossom St., Boston, MA, USA.
Insights
Burn mortality prediction scores like ABSI and revised Baux outperform APACHEII in adults. While revised Baux is accurate, ABSI and pediatric Baux overestimate mortality in children, highlighting challenges in score applicability.
Area of Science:
- Medical research
- Clinical epidemiology
Background:
- Accurate burn mortality prediction is crucial for audits, treatment planning, and resource allocation.
- Existing burn scoring systems (Ryan Score, ABSI, Baux) require validation in severely burned populations (≥20% TBSA) and comparison with APACHEII.
- The revised Baux (R-Baux) needs further external validation, and the pediatric Baux (P-Baux) lacks validation.
Purpose of the Study:
- To compare the performance of common burn mortality prediction formulae against APACHEII in severely burned patients.
- To re-validate existing formulae and validate the pediatric Baux score in a contemporary, severely burned cohort.
- To assess the calibration and discrimination of various burn scoring systems.
Main Methods:
- Analysis of data from 522 severely burned patients.
- Comparison of burn formulae (Ryan Score, ABSI, Baux, R-Baux, P-Baux) with APACHEII using AUROC.
- Assessment of calibration through mortality overestimation/underestimation.
Main Results:
- Burn formulae (ABSI, Baux, R-Baux) significantly outperformed APACHEII in adults (p<0.001).
- The revised Baux demonstrated excellent discrimination (AUROC 0.908) and calibration.
- ABSI and P-Baux showed good discrimination in children (AUROC >0.82) but poor calibration due to significant mortality overestimation.
Conclusions:
- Burn-specific formulae are superior to APACHEII for mortality prediction in severely burned adults.
- The revised Baux score is a reliable tool for predicting mortality in severely burned patients.
- Challenges remain in developing universally applicable and well-calibrated burn scoring systems, particularly for pediatric populations.
Abstract:
Accurate prediction of mortality following burns is useful as an audit tool, and for providing treatment plan and resource allocation criteria. Common burn formulae (Ryan Score, Abbreviated Burn Severity Index (ABSI), classic and revised Baux) have not been compared with the standard Acute Physiology and Chronic Health Evaluation II (APACHEII) or re-validated in a severely (≥20% total burn surface area) burned population. Furthermore, the revised Baux (R-Baux) has been externally validated thoroughly only once and the pediatric Baux (P-Baux) has yet to be. Using 522 severely burned patients, we show that burn formulae (ABSI, Baux, revised Baux) outperform APACHEII among adults (AUROC increase p<0.001 adults; p>0.5 children). The Ryan Score performs well especially among the most at-risk populations (estimated mortality [90% CI] original versus current study: 33% [26-41%] versus 30.18% [24.25-36.86%] for Ryan Score 2; 87% [78-93%] versus 66.48% [51.31-78.87%] for Ryan Score 3). The R-Baux shows accurate discrimination (AUROC 0.908 [0.869-0.947]) and is well-calibrated. However, the ABSI and P-Baux, although showing high measures of discrimination (AUROC 0.826 [0.737-0.916] and 0.848 [0.758-0.938]) in children), exceedingly overestimates mortality, indicating poor calibration. We highlight challenges in designing and employing scores that are applicable to a wide range of populations.
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