Related Experiment Video
Updated: Jul 10, 2025

Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
Published on: June 10, 2025
Heart failure risk scores in advanced heart failure patients: insights from the LEVO-D registry
Pau Codina1,2, David Dobarro3, Javier de Juan-Bagudá4,5,6
1Hospital Universitari Germans Trias i Pujol, Badalona, Spain.
Insights
Existing heart failure risk scores show poor accuracy for patients receiving levosimendan therapy. New, specialized scores are needed for advanced heart failure (HF) to improve mortality prediction.
Area of Science:
- Cardiology
- Medical Informatics
- Clinical Research
Background:
- Advanced heart failure (HF) prevalence is rising due to improved patient survival.
- Accurate mortality prediction is crucial for managing advanced HF patients.
- Data on the performance of web-based HF risk scores in this population is limited.
Purpose of the Study:
- To evaluate the mortality prediction accuracy of the MAGGIC-HF risk score.
- To assess the performance of the BCN-Bio-HF risk calculator, including N-terminal pro-brain natriuretic peptide, in advanced HF patients.
- To compare these scores in patients receiving levosimendan as destination therapy.
Main Methods:
- A cohort of 403 advanced HF patients receiving intermittent levosimendan therapy was analyzed.
- Mortality prediction was assessed using discrimination (AUC, Harrell's C-statistic) and calibration at 1 year.
- Patient characteristics included demographics, reduced ejection fraction, and ischemic heart disease prevalence.
Main Results:
- The observed 1-year mortality rate was 26.8%.
- Predicted 1-year mortality by BCN-Bio-HF was 17.0% and by MAGGIC-HF was 22.1%.
- Both scores demonstrated suboptimal discrimination (BCN-Bio-HF AUC 0.66, MAGGIC-HF AUC 0.62) and calibration, underestimating risk.
Conclusions:
- The MAGGIC-HF and BCN-Bio-HF risk scores exhibit inadequate performance in advanced HF patients on levosimendan.
- These scores underestimate mortality risk in this specific patient group.
- Development of tailored risk prediction tools for advanced HF is necessary.
Aims:
The prevalence of advanced heart failure (HF) is increasing due to the growing number of patients with HF and their better treatment and survival. There is a scarcity of data on the accuracy of HF web-based risk scores in this selected population. This study aimed to assess mortality prediction performance of the Meta-Analysis Global Group in Chronic HF (MAGGIC-HF) risk score and the model of the Barcelona Bio-HF Risk Calculator (BCN-Bio-HF) containing N terminal pro brain natriuretic peptide in HF patients receiving intermittent inotropic support with levosimendan as destination therapy.
Methods And Results:
Four hundred and three advanced HF patients from 23 tertiary hospitals in Spain receiving intermittent inotropic support with levosimendan as destination therapy were included. Discrimination for all-cause mortality was compared by area under the curve (AUC) and Harrell's C-statistic at 1 year. Calibration was assessed by calibration plots comparing observed versus expected events based on estimated risk by each calculator. The included patients were predominantly men, aged 71.5 [interquartile range 64-78] years, with reduced left ventricular ejection fraction (27.5 ± 9.4%); ischaemic heart disease was the most prevalent aetiology (52.5%). Death rate at 1 year was 26.8%, while the predicted 1-year mortality by BCN-Bio-HF and MAGGIC-HF was 17.0% and 22.1%, respectively. BCN-Bio-HF AUC was 0.66 (Harrell's C-statistic 0.64), and MAGGIC-HF AUC was 0.62 (Harrell's C-statistic 0.61).
Conclusions:
The two evaluated risk scores showed suboptimal discrimination and calibration with an underestimation of risk in advanced HF patients receiving levosimendan as destination therapy. There is a need for specific scores for advanced HF.
More Related Videos
09:20Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
04:05Author Spotlight: Unveiling Prognostic Indicators in Heart Failure - The Role of Phase Angle and Bioelectrical Impedance Analysis
Published on: June 30, 2023
Related Concept Videos
Pathophysiology of Heart Failure
Heart Failure Drugs: β-Blockers
Heart Failure Drugs: Inhibitors of Renin-Angiotensin System
Heart Failure Drugs: Diuretics
Heart Failure Drugs: Inotropic Agents
Imbalances in Cardiac Output
CHF can occur due to the failure of either side of the heart. Left-side failure leads to pulmonary congestion—the right side continues to send...