Related Experiment Video
Updated: Dec 18, 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
Norton score and clinical outcomes following acute decompensated heart failure hospitalization
Sharon Shalom Natanzon1, Elad Maor1, Robert Klempfner1
1Leviev Heart Center, Sheba Medical Center, Ramat Gan, Israel and Tel Aviv University, Israel.
Background:
Norton scoring system is used to assess frailty of hospitalized patients with various medical conditions. We aimed to evaluate whether admission Norton scoring system predicts adverse outcomes among heart failure patients.
Methods:
The study population comprised 4388 acute heart failure patients between the years 2008 and 2017. Patients were allocated to 3 groups according to their admission Norton score [(≤15-low, 16-18-intermediate, and ≥19-high)]. Primary outcome included all-cause mortality at 30, 90 days, and 1 year. Multivariate Cox proportional hazards regression modeling was used to assess the independent association between Norton score and mortality. Net reclassification improvement (NRI) analysis was used to asses Norton's additive predictive ability upon known prognostic factors.
Results:
Among 4388 study patients, 32% (n=1611) had low Norton score, 28% (n=1384) intermediate score, and 40% (n=1900) high score. Kaplan-Meier analysis demonstrated significantly higher 30-day mortality among patients with a low Norton score as compared with those with intermediate or high score (2.6%, 6.3%, and 16.1%; log rank p<0.001). A similar trend was noted at 90 days and 1 year. Multivariate analysis found Norton score to be an independent predictor of mortality with each one-point decrement associated with a significant 15% increased risk for 30-day mortality [HR=1.15 (95%CI, 1.12-1.17) p<0.001]. NRI analysis showed an improvement of 21.5% (95%CI 18.3-25.1%) predicting 1-year mortality.
Conclusion:
Our findings show that the admission Norton score is a powerful marker of short- and long-term mortality. These data suggest that the scale should be added as a risk stratification tool in this high-risk population.
More Related Videos
04:05Author Spotlight: Unveiling Prognostic Indicators in Heart Failure - The Role of Phase Angle and Bioelectrical Impedance Analysis
Published on: June 30, 2023
06:52Assessment of Dependence in Activities of Daily Living Among Older Patients in an Acute Care Unit
Published on: September 30, 2020
Related Concept Videos
Heart Failure IV: Classification and Diagnostic Evaluation
Heart Failure V: Medical Management
Acute Coronary Syndrome III: Diagnostic Studies
Heart Failure III: Clinical Manifestations
Heart Failure VII: Nursing Interventions
Acute Coronary Syndrome IV: Interprofessional Care