A novel echo-parameter supersedes the Society of Thoracic Surgeons risk score in predicting post transcatheter aortic valve replacement mortality
Chao, C.-J.; Barry, T.; Shanbhag, A. G.; Agasthi, P.; Seri, A.; Wang, Y.; Eleid, M. F.; Fortuin, F. D.; Sweeney, J. P.; Pollak, P. M.; El Sabbagh, A.; Lester, S. J.; Freeman, W.; Naqvi, T. Z.; Holmes, D. R.; Appleton, C. P.; Arsanjani, R.
Show abstract
ObjectiveTo accurately predict post-TAVR mortality, we proposed a family of new echo-parameters (augmented blood pressure) derived from blood pressure and aortic valve gradient measurements and examined them in this study. Patients and MethodsPatients in the Mayo Clinic National Cardiovascular Diseases Registry-TAVR database who underwent TAVR between January 1, 2012, and June 30, 2017, were identified to retrieve baseline demographics, echocardiographic and mortality data. Augmented blood pressure parameters and valvulo-arterial impedance were evaluated by univariate and multivariate Cox regression. Receiver operating characteristic curve analysis was used to assess the model performance against the Society of Thoracic Surgeons (STS) risk score. ResultsThe final cohort contained 974 patients with a mean age of 81.4{+/-}8.3 years old, and 56.6% were male. The mean STS risk score was 8.2{+/-}5.2. The median follow-up duration was 354 days, and the one-year all-cause mortality rate was 14.2%. Both univariate and multivariate Cox regression showed that augmented systolic blood pressure and augmented mean arterial pressure (AugMAP) parameters were independent predictors for 1-year post-TAVR mortality (all p<0.0001). A univariate model of AugMAP1 supersedes the STS score model in predicting 1-year post-TAVR mortality (area under curve: 0.700 vs. 0.587, p=0.0051). ConclusionAugmented mean arterial pressure provides a simple but effective approach for clinicians to quickly estimate the clinical outcome of TAVR patients. It can be incorporated in the assessment of TAVR candidacy.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Smartwatch Facilitated Remote Health Care for Patients Undergoing Transcatheter Aortic Valve Replacement Amid COVID-19 Pandemic 96%
- Treatment of Slow-flow After Primary Percutaneous Coronary Intervention With Flow-mediated Hyperemia. The Randomized RAIN-FLOW Study 96%
- Prognostic Value of Patient-Reported Outcomes in Predicting Long-term Mortality after Transcatheter Aortic Valve Replacement (TAVR) 96%
Similar papers in this journal
- Development and Validation of a Nomogram for Predicting Survival in Patients With Cardiogenic Shock 97%
- Predicting long-term prognosis after percutaneous coronary intervention in patients with acute coronary syndromes: a prospective nested case-control analysis for county-level health services 96%
- Autologous cardiac micrografts as support therapy to coronary artery bypass surgery 95%
Similar papers in this journal
- Direct Oral Anticoagulants Affect Activated Clotting Time During and Bleeding Events After Percutaneous Coronary Intervention 96%
- Ticagrelor vs Clopidogrel: the Impact of Platelet Inhibition on Cerebrovascular Microembolic Events during TAVR 96%
- Investigating Electrocardiographic Abnormalities in Patients with Coronary Microvascular Dysfunction 96%
Similar papers in this journal
- Utility of the CHADS-P 2 A 2 RC score for estimating net adverse clinical events in chronic coronary syndrome patients without atrial fibrillation: insights from the CLIDAS-PCI 96%
- Temporal Variations in Ischemic and Bleeding Event Risks after Acute Coronary Syndrome during Dual Antiplatelet Therapy 96%
- Inpatient Outcomes Of Mechanical Circulatory Support Devices and Bridging to Transplantation in Hypertrophic Cardiomyopathy 95%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.