Pacing and Clinical Electrophysiology · 2011 · 12 citations · 26 references
MedicineCardiologyCardiac TransplantationCardiothoracic SurgerySurvival AnalysisCardiac AssessmentCardiac Risk AssessmentHeart FailureHeart TransplantationImplantable Cardioverter-defibrillator CareCardiac Outcome AssessmentEndpoint InterpretationGoodness-of-fitGoodness-of-fit AssessmentGoodness-of-fit TestingHeart Failure Risk PredictionPost-transplant Risk StratificationTransplantation
BACKGROUND: The Seattle Heart Failure Model (SHFM) is a multimarker risk assessment tool able to predict outcome in heart failure (HF) patients. AIM: To assess whether the SHFM can be used to risk-stratify HF patients who underwent cardiac resynchronization therapy with (CRT-D) or without (CRT) an implantable defibrillator. METHODS AND RESULTS: The SHFM was applied to 342 New York Heart Association class III-IV patients who received a CRT (23%) or CRT-D (77%) device. Discrimination and calibration of SHFM were evaluated through c-statistics and Hosmer-Lemeshow (H-L) goodness-of-fit test. Primary endpoint was a composite of death from any cause/cardiac transplantation. During a median follow-up of 24 months (25th-75th percentile [pct]: 12-37 months), 78 of 342 (22.8%) patients died; seven patients underwent urgent transplantation. Median SHFM score for patients with endpoint was 5.8 years (25th-75th pct: 4.25-8.7 years) versus 8.9 years (25th-75th pct: 6.6-11.8 years) for those without (P < 0.001). Discrimination of SHFM was adequate for the endpoint (c-statistic always ranged around 0.7). The SHFM was a good fit of death from any cause/cardiac transplantation, without significant differences between observed and SHFM-predicted survival. CONCLUSION: The SHFM successfully stratifies HF patients on CRT/CRT-D and can be reliably applied to help clinicians in predicting survival in this clinical setting.
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The Seattle Heart Failure Model
Wayne C. Levy, Dariush Mozaffarian, David T. Linker et al. · Circulation · 2006 · 2K citations · Full text
Trends in Heart Failure Incidence and Survival in a Community-Based Population
Véronique L. Roger · JAMA · 2004 · 1.6K citations