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Improvement of Risk Prediction After Transcatheter Aortic Valve Replacement by Combining Frailty With Conventional Risk Scores
- Source :
- JACC: Cardiovascular Interventions. 11:395-403
- Publication Year :
- 2018
- Publisher :
- Elsevier BV, 2018.
-
Abstract
- Objectives This study sought to evaluate whether frailty improves mortality prediction in combination with the conventional scores. Background European System for Cardiac Operative Risk Evaluation (EuroSCORE) or Society of Thoracic Surgeons (STS) score have not been evaluated in combined models with frailty for mortality prediction after transcatheter aortic valve replacement (TAVR). Methods This prospective cohort comprised 330 consecutive TAVR patients ≥70 years of age. Conventional scores and a frailty index (based on assessment of cognition, mobility, nutrition, and activities of daily living) were evaluated to predict 1-year all-cause mortality using Cox proportional hazards regression (providing hazard ratios [HRs] with confidence intervals [CIs]) and measures of test performance (providing likelihood ratio [LR] chi-square test statistic and C-statistic [CS]). Results All risk scores were predictive of the outcome (EuroSCORE, HR: 1.90 [95% CI: 1.45 to 2.48], LR chi-square test statistic 19.29, C-statistic 0.67; STS score, HR: 1.51 [95% CI: 1.21 to 1.88], LR chi-square test statistic 11.05, C-statistic 0.64; frailty index, HR: 3.29 [95% CI: 1.98 to 5.47], LR chi-square test statistic 22.28, C-statistic 0.66). A combination of the frailty index with either EuroSCORE (LR chi-square test statistic 38.27, C-statistic 0.72) or STS score (LR chi-square test statistic 28.71, C-statistic 0.68) improved mortality prediction. The frailty index accounted for 58.2% and 77.6% of the predictive information in the combined model with EuroSCORE and STS score, respectively. Net reclassification improvement and integrated discrimination improvement confirmed that the added frailty index improved risk prediction. Conclusions This is the first study showing that the assessment of frailty significantly enhances prediction of 1-year mortality after TAVR in combined risk models with conventional risk scores and relevantly contributes to this improvement.
- Subjects :
- medicine.medical_specialty
Proportional hazards model
business.industry
Hazard ratio
EuroSCORE
030204 cardiovascular system & hematology
medicine.disease
03 medical and health sciences
0302 clinical medicine
Aortic valve replacement
Internal medicine
medicine
Test statistic
Cardiology
030212 general & internal medicine
Cardiology and Cardiovascular Medicine
Prospective cohort study
Risk assessment
business
Chi-squared distribution
Subjects
Details
- ISSN :
- 19368798
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- JACC: Cardiovascular Interventions
- Accession number :
- edsair.doi...........7843ad2b723633d4b9d6aceb871edf22
- Full Text :
- https://doi.org/10.1016/j.jcin.2017.11.012