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Published on: September 16, 2022
Performance of existing risk scores around heart transplantation: validation study in a 4-year cohort
Lee S Nguyen1, Guillaume Coutance1, Salima Ouldamar1
1Cardiac and Thoracic Surgery Department, Cardiology Institute, Pitié Salpétrière University Hospital, Paris, France.
Insights
Existing heart failure risk scores effectively predict heart transplantation waiting list mortality. However, post-transplant mortality scores showed poor performance, except in patients bridged with ventricular assistance devices.
Area of Science:
- Cardiology
- Transplantation Medicine
- Health Services Research
Background:
- Heart transplantation (HTx) candidate selection relies on risk stratification.
- Existing risk scores aim to identify optimal recipients and predict outcomes.
- Performance of these scores in real-world cohorts requires validation.
Purpose of the Study:
- To evaluate the predictive performance of five heart failure risk scores for waiting-list mortality.
- To assess the accuracy of two post-HTx mortality risk scores.
- To analyze score performance in a French single-centre HTx cohort.
Main Methods:
- Retrospective analysis of 414 patients listed for HTx over a 4-year period.
- Calculation of waiting-list risk scores (HFSS, SHFM, MAGGIC, OPTIMIZE-HF, GWTG-HF).
- Calculation of post-HTx risk scores (IMPACT, CARRS) and assessment of 1-year mortality using ROC analysis.
Main Results:
- Heart failure risk scores demonstrated adequate discrimination for waiting-list mortality (AUCs ranging from 0.68 to 0.77).
- Post-HTx risk scores (IMPACT, CARRS) showed poor discrimination for post-HTx mortality (AUCs 0.58 and 0.48).
- The IMPACT score performed well in the VAD subgroup (AUC 0.72).
Conclusions:
- Current heart failure risk scores are suitable for predicting waiting-list mortality in HTx candidates.
- Existing post-HTx mortality risk scores require refinement for broader application.
- The IMPACT score shows promise for predicting outcomes in VAD-supported patients awaiting HTx.
Abstract:
Several risk scores exist to help identify best candidate recipients for heart transplantation (HTx). This study describes the performance of five heart failure risk scores and two post-HTx mortality risk scores in a French single-centre cohort. All patients listed for HTx through a 4-year period were included. Waiting-list risk scores [Heart Failure Survival Score (HFSS), Seattle Heart Failure Model (SHFM), Meta-Analysis Global Group in Chronic Heart Failure (MAGGIC), Organized Program to Initiate Lifesaving Treatment in Hospitalized Patients with Heart Failure (OPTIMIZE-HF) and Get With The Guidelines-Heart Failure (GWTG-HF)] and post-HTx scores Index for Mortality Prediction After Cardiac Transplantation (IMPACT and CARRS) were computed. Main outcomes were 1-year mortality on waiting list and after HTx. Performance was assessed using receiver operator characteristic (ROC), calibration and goodness-of-fit analyses. The cohort included 414 patients. Waiting-list mortality was 14.0%, and post-HTx mortality was 16.3% at 1-year follow-up. Heart failure risk scores had adequate discrimination regarding waiting-list mortality (ROC AUC for HFSS = 0.68, SHFM = 0.74, OPTIMIZE-HF = 0.72, MAGGIC = 0.70 and GWTG = 0.77; all P-values <0.05). On the contrary, post-HTx risk scores did not discriminate post-HTx mortality (AUC for IMPACT = 0.58, and CARRS = 0.48, both P-values >0.50). Subgroup analysis on patients undergoing HTx after ventricular assistance device (VAD) implantation (i.e. bridge-to-transplantation) (n = 36) showed an IMPACT AUC = 0.72 (P < 0.001). In this single-centre cohort, existing heart failure risk scores were adequate to predict waiting-list mortality. Post-HTx mortality risk scores were not, except in the VAD subgroup.
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