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Updated: Sep 9, 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
Assessing Benefit in Patients With Heart Failure and Reduced Ejection Fraction: Analysis of the VICTORIA Trial Using
Christopher M O'Connor1, Sarah Rathwell2, Devan V Mehrotra3
1Inova Schar Heart and Vascular, Falls Church, VA, USA.
The 5-step stratified testing and amalgamation routine (5-STAR) methodology improved vericiguat efficacy assessment in heart failure patients. This approach revealed greater treatment benefits compared to standard analysis, highlighting its value in managing risk heterogeneity.
Area of Science:
- Cardiovascular Medicine
- Clinical Trials Methodology
- Pharmacological Research
Background:
- Randomized trials are standard for therapy evaluation but can be limited by primary endpoint risk heterogeneity.
- The 5-step stratified testing and amalgamation routine (5-STAR) methodology addresses these limitations.
- This study applied 5-STAR to the VICTORIA trial database, incorporating ancillary data.
Purpose of the Study:
- To re-evaluate vericiguat efficacy using the 5-STAR methodology on the VICTORIA trial data.
- To assess the impact of risk stratification on treatment effect estimation for heart failure therapies.
Main Methods:
- Elastic net Cox regression and conditional inference trees were used for risk stratification, blinded to treatment.
- Core laboratory biomarkers and electrocardiographic variables were integrated into the dataset.
- Treatments were compared within risk strata for the composite endpoint of cardiovascular death or heart failure hospitalization (HFH), with results averaged for overall inference.
Main Results:
- The 5-STAR analysis demonstrated greater vericiguat efficacy (HR: 0.85, 95% CI: 0.77-0.94) compared to the original VICTORIA analysis (HR: 0.90, 95% CI: 0.82-0.98).
- Enhanced efficacy was observed for both cardiovascular death (5-STAR HR: 0.79) and HFH (5-STAR HR: 0.89) components.
- Five biomarkers, including GDF-15 and NT-proBNP, defined the risk strata across the endpoints.
Conclusions:
- The 5-STAR methodology effectively mitigates the dilution of treatment effects caused by prognostic risk heterogeneity.
- This retrospective VICTORIA analysis confirms greater efficacy of vericiguat on the primary composite endpoint and its components.
- Growth differentiation factor 15 (GDF-15) emerged as the strongest prognostic risk factor across the composite endpoint and its components.
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