Related Experiment Video
Updated: Jan 24, 2026

Author Spotlight: Investigating HR-Dependent Cardiac Function in Mouse Models Through a Novel Atrial-Pacing Approach
Published on: July 21, 2023
The Seattle Heart Failure Model predicts survival in patients with cardiac resynchronization therapy: a validation
Marcell Clemens1, Zoltán Szegedi, László Kardos
1Department of Cardiology, University of Debrecen, Debrecen, Hungary. marcellclemens@gmail.com
Background:
The Seattle Heart Failure Model (SHFM) predicts mortality in patients with heart failure, but no study has investigated model performance in subjects with cardiac resynchronization therapy (CRT).
Methods And Results:
Prospectively collected registry data of 427 patients with CRT were used for the evaluation of the discrimination and calibration performance of the SHFM. The primary end point was all-cause mortality. Calibration profile was assessed with the use of Hosmer-Lemeshow tests, and discrimination was assessed by calculating areas under receiver operating characteristic curves (AUCs) derived from the model. Mean (SD) age of the study population was 61.2 (11.1) years (72.6% male). During a median follow-up of 24.7 months, 16.9% (72/427) of the patients reached the primary end point, with observed outcomes of 34/303, 54/234, and 72/97 at years 1, 2, and 5, respectively. No evidence of insufficient fit was found in any calibration tests. AUC estimates in all subjects were 0.7377 (95% CI 0.6575-0.8179) at year 1, 0.7936 (95% CI 0.7317-0.8556) at year 2, and 0.7572 (95% CI 0.6455-0.8689) at year 5.
Conclusions:
SHFM offers an accurate prediction of survival in patients with CRT, with good observed calibration and AUC estimates indicating discrimination performance similar to those found by earlier validation studies.
More Related Videos
12:45Benefits of Cardiac Resynchronization Therapy in an Asynchronous Heart Failure Model Induced by Left Bundle Branch Ablation and Rapid Pacing
Published on: December 11, 2017
12:09Patient-specific Modeling of the Heart: Estimation of Ventricular Fiber Orientations
Published on: January 8, 2013
Related Concept Videos
Heart Failure VI: Adjunct Therapies
Heart Failure V: Medical Management
Heart Failure II: Pathophysiology
Heart Failure I: Introduction
Pathophysiology of Heart Failure
Heart Failure Drugs: Diuretics