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Validating a novel score based on interaction between ACLF grade and MELD score to predict waitlist mortality
Mohamed A Abdallah1, Yong-Fang Kuo2, Sumeet Asrani3
1Department of Medicine, University of South Dakota Sanford School of Medicine, Sioux Falls, SD, USA.
The Model for End-Stage Liver Disease (MELD) score and acute-on-chronic liver failure (ACLF) interact to predict liver transplant waitlist mortality. Higher ACLF severity significantly impacts outcomes, especially at lower MELD scores.
Area of Science:
- Hepatology
- Transplant Surgery
- Critical Care Medicine
Background:
- The Model for End-Stage Liver Disease (MELD) score may not fully capture the severity of acute-on-chronic liver failure (ACLF) in liver transplant candidates.
- Data on the interaction between ACLF and MELD score in predicting waitlist mortality are limited.
Purpose of the Study:
- To investigate the interaction between MELD score and ACLF grade in predicting 90-day waitlist mortality for adult liver transplant candidates with cirrhosis.
- To develop and validate a new scoring system that incorporates both MELD and ACLF for improved risk stratification.
Main Methods:
- Analysis of the UNOS database (01/2002 to 06/2018) for adult liver transplant listings with cirrhosis and ACLF.
- Utilized Fine and Gray regression to identify interactions between MELD and ACLF grade.
- Developed and validated a novel scoring system based on the interaction model.
Main Results:
- A significant interaction was found between MELD score and ACLF grade, with ACLF having a greater impact at lower MELD scores.
- Waitlist mortality increased with higher ACLF grades (21.6% overall; 18% for ACLF grade 1 to 39% for ACLF grade 3b).
- The developed scoring system effectively stratified patients into quartiles of waitlist mortality risk (13% to 36%).
Conclusions:
- MELD score and ACLF interact significantly in predicting 90-day waitlist mortality among liver transplant candidates.
- The developed scoring system demonstrates good calibration and correlation for predicting waitlist mortality.
- Further validation in prospective studies is recommended to support incorporating both MELD and ACLF in transplant prioritization.
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