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Author Spotlight: Unveiling Prognostic Indicators in Heart Failure - The Role of Phase Angle and Bioelectrical Impedance Analysis
Published on: June 30, 2023
The Barcelona Bio-Heart Failure risk calculator may predict 1-year mortality in patients with advanced heart failure
Wioletta Szczurek-Wasilewicz1, Michał Skrzypek2, Andrzej Karmański3
1Silesian Center for Heart Diseases, Zabrze, Poland
Insights
The Barcelona Bio-Heart Failure (BCN Bio-HF) risk calculator demonstrated superior accuracy in predicting 1-year mortality for end-stage heart failure patients compared to traditional scores. Higher bilirubin levels also indicated a worse prognosis.
Area of Science:
- Cardiology
- Biomedical Engineering
- Clinical Research
Background:
- Accurate risk assessment is critical for managing patients with heart failure (HF).
- Novel biomarkers combined with clinical variables can improve prognostic evaluation in HF.
- End-stage HF patients require precise tools for predicting outcomes.
Purpose of the Study:
- To evaluate the predictive performance of the Barcelona Bio-Heart Failure (BCN Bio-HF) risk calculator.
- To compare BCN Bio-HF with traditional scores like the Heart Failure Survival Score (HFSS) and Seattle Heart Failure Model (SHFM).
- To identify additional risk factors for mortality in end-stage HF.
Main Methods:
- Prospective analysis of 279 end-stage HF patients awaiting heart transplant (2018-2021).
- Calculation of BCN Bio-HF, HFSS, and SHFM scores for all participants.
- Receiver operating characteristic (ROC) analysis to assess 1-year mortality prediction accuracy.
Main Results:
- The BCN Bio-HF score achieved an area under the ROC curve of 0.95, significantly outperforming HFSS (0.81) and SHFM (0.7).
- BCN Bio-HF and HFSS scores, along with circulating bilirubin concentration, were independently associated with 1-year mortality.
- 34.1% of patients (95/279) died within the 1-year follow-up period.
Conclusions:
- The BCN Bio-HF risk score offers significantly better prognostic performance for end-stage HF patients than HFSS and SHFM.
- Lower BCN Bio-HF and HFSS scores are linked to increased 1-year mortality risk.
- Elevated bilirubin levels are an independent predictor of mortality in this patient cohort.
Introduction:
Accurate risk assessment in patients with heart failure (HF) is crucial. Developing new models that combine biochemical and clinical variables with novel biomarkers is the best approach to improving the management and prognostic evaluation in this population.
Objectives:
We aimed to assess and compare the predictive utility of a new prognostic scale, the Barcelona Bio‑Heart Failure (BCN Bio‑HF) risk calculator, as well as traditional risk scores, the Heart Failure Survival Score (HFSS) and the Seattle Heart Failure Model (SHFM), in patients with end‑stage HF. We also searched for other risk factors associated with worse prognosis in the analyzed population.
Patients And Methods:
This was a prospective analysis of 279 patients with end‑stage HF listed for heart transplant between 2018 and 2021. The BCN Bio‑HF, HFSS, and SHFM scores were calculated in all patients, and the accuracy of these 3 models for predicting 1‑year mortality was assessed using receiver operating characteristic (ROC) analysis.
Results:
Median (interquartile range) age of the patients was 56 (50-60) years, and 87.1% of the study population were men. During 1‑year follow‑up, a total of 95 patients (34.1%) died. The areas under the ROC curves for predicting 1‑year mortality were 0.95 (95% CI, 0.92-0.97) for BCN Bio‑HF, 0.81 (95% CI, 0.76-0.86) for HFSS, and 0.7 (95% CI, 0.63-0.76) for SHFM. We found that the BCN Bio‑HF (hazard ratio [HR], 1.015; 95% CI, 1.012-1.019; P <0.001) and HFSS scores (HR, 2.801; 95% CI, 1.848-4.237; P <0.001), along with the circulating bilirubin concentration (HR, 1.015; 95% CI, 1.002-1.028; P = 0.02), were associated with 1‑year mortality in the analyzed population.
Conclusions:
The BCN Bio‑HF risk score had significantly better prognostic performance than HFSS or SHFM. Lower BCN and HFSS scores and a higher bilirubin concentration were independently associated with a higher risk of 1‑year death in patients with end‑stage HF.
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