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Published on: May 7, 2015
Cardiac Biomarkers and Risk Stratification in Liver Transplantation for Acute-on-chronic Liver Failure: Refining
Hye-Mee Kwon1, Seong-Mi Yang1, Kyoung-Sun Kim1
1Department of Anesthesiology and Pain Medicine, Laboratory for Cardiovascular Dynamics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
Cardiac dysfunction is common in liver transplant patients with acute-on-chronic liver failure (ACLF). Incorporating cardiac biomarkers like BNP and hsTnI into risk scores significantly improves mortality prediction after liver transplant.
Area of Science:
- Cardiology
- Hepatology
- Transplant Surgery
Background:
- Cardiovascular complications are the primary cause of death post-liver transplant in acute-on-chronic liver failure (ACLF) patients.
- Existing risk models for ACLF patients undergoing liver transplant do not adequately assess cardiac injury.
- Cardiac dysfunction's role in mortality after liver transplant for ACLF is not fully understood.
Purpose of the Study:
- To evaluate the prevalence and impact of cardiac impairment in ACLF patients undergoing liver transplant.
- To develop an improved risk prediction model by incorporating cardiac biomarkers.
- To enhance the prediction of mortality after liver transplant in ACLF patients.
Main Methods:
- Prospective analysis of 710 ACLF patients from 2008-2019, measuring B-type natriuretic peptide (BNP) and high-sensitivity troponin I (hsTnI).
- Assessment of heart failure and myocardial injury using established thresholds for BNP and hsTnI.
- Model performance evaluated using C-statistics, calibration metrics, and Shapley Additive exPlanations (SHAP) for feature importance.
Main Results:
- Significant prevalence of heart failure (32.5%) and myocardial injury (12.9%) in ACLF grade 3 patients.
- BNP and hsTnI were identified as key predictors of post-transplant mortality via SHAP analysis.
- Integration of cardiac biomarkers improved 30-day mortality prediction C-indices for existing models (e.g., NACSELD-ACLF from 0.68 to 0.75).
- The novel SALT-M_ CARDIAC score demonstrated superior predictive accuracy (optimism-corrected C-index 0.76) compared to the original SALT-M score (0.73).
Conclusions:
- Cardiac impairment is a significant and prevalent issue in ACLF patients awaiting liver transplant.
- The SALT-M_ CARDIAC score, incorporating cardiac biomarkers, offers improved risk stratification for mortality after liver transplant.
- Addressing cardiac dysfunction pre-transplant is critical for optimizing outcomes in ACLF patients.
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