Circulation Arrhythmia and Electrophysiology · 2020 · 114 citations · 30 references
MedicineBiostatisticsCardiologyClinical CardiologyClinical EpidemiologySurvival AnalysisCardiac ArrhythmiasCardiac Risk AssessmentCardiovascular DiseaseCardiovascular RiskSurvival PredictionVentricular TachycardiaCardiac Outcome AssessmentCox RegressionImplantable Cardioverter DefibrillatorsLife-threatening ArrhythmiasPrediction Model DevelopmentSudden Cardiac Death Risk AssessmentSudden Death Risk AssessmentVentricular Ejection Fraction Assessment
Background: Arrhythmogenic right ventricular cardiomyopathy (ARVC) is associated with ventricular arrhythmias (VA) and sudden cardiac death (SCD). A model was recently developed to predict incident sustained VA in patients with ARVC. However, since this outcome may overestimate the risk for SCD, we aimed to specifically predict life-threatening VA (LTVA) as a closer surrogate for SCD. Methods: We assembled a retrospective cohort of definite ARVC cases from 15 centers in North America and Europe. Association of 8 prespecified clinical predictors with LTVA (SCD, aborted SCD, sustained, or implantable cardioverter-defibrillator treated ventricular tachycardia >250 beats per minute) in follow-up was assessed by Cox regression with backward selection. Candidate variables included age, sex, prior sustained VA (≥30s, hemodynamically unstable, or implantable cardioverter-defibrillator treated ventricular tachycardia; or aborted SCD), syncope, 24-hour premature ventricular complexes count, the number of anterior and inferior leads with T-wave inversion, left and right ventricular ejection fraction. The resulting model was internally validated using bootstrapping. Results: A total of 864 patients with definite ARVC (40±16 years; 53% male) were included. Over 5.75 years (interquartile range, 2.77–10.58) of follow-up, 93 (10.8%) patients experienced LTVA including 15 with SCD/aborted SCD (1.7%). Of the 8 prespecified clinical predictors, only 4 (younger age, male sex, premature ventricular complex count, and number of leads with T-wave inversion) were associated with LTVA. Notably, prior sustained VA did not predict subsequent LTVA ( P =0.850). A model including only these 4 predictors had an optimism-corrected C-index of 0.74 (95% CI, 0.69–0.80) and calibration slope of 0.95 (95% CI, 0.94–0.98) indicating minimal over-optimism. Conclusions: LTVA events in patients with ARVC can be predicted by a novel simple prediction model using only 4 clinical predictors. Prior sustained VA and the extent of functional heart disease are not associated with subsequent LTVA events.
30
Sue Richards, Nazneen Aziz, Sherri J. Bale et al. · Genetics in Medicine · 2015 · 32.2K citations · Full text
Karel G.M. Moons, Douglas G. Altman, Johannes B. Reitsma et al. · Annals of Internal Medicine · 2015 · 5.2K citations · Full text
Assessing the Performance of Prediction Models
Ewout W. Steyerberg, Andrew J. Vickers, Nancy R. Cook et al. · Epidemiology · 2009 · 4.9K citations · Full text
Diagnosis of Arrhythmogenic Right Ventricular Cardiomyopathy/Dysplasia
William J. McKenna, Duane L. Sherrill, Cristina Basso et al. · Circulation · 2010 · 2.7K citations · Full text
Medicine, Cardiology, Genetics +16