Novel echocardiographic markers of elevated left ventricular filling pressure during diastolic stress testing
Verwerft, J.; Verbrugge, F. H.; Claessen, G.; Herbots, L.; Dendale, P.; Gevaert, A. B.
Show abstract
AimsDiastolic stress testing (DST) is recommended to confirm heart failure with preserved ejection fraction (HFpEF) in patients with exertional dyspnea, but algorithms lack sensitivity. We aimed to identify additional echocardiographic markers of elevated pulmonary arterial wedge pressure during exercise (exPAWP) in patients referred for DST. Methods and ResultsWe analyzed 22 patients referred for exercise right heart catheterization with simultaneous echocardiography. We identified candidate parameters in patients with exPAWP [≥]25 mmHg. Elevated exPAWP was present in 14 patients, and was best identified by peak septal systolic annular velocity on color Doppler (exS, area under the receiver operating characteristic curve (AUC) 0.97, 95% confidence interval 0.92-1.0) and mean pulmonary artery pressure/cardiac output slope (mPAP/CO, AUC 0.88 [0.72-1.0]). We propose a three-step decision tree to identify patients with elevated exPAWP. Applying this decision tree to 376 patients in an independent non-invasive DST cohort showed that patients labeled as high probability of HFpEF had reduced peak oxygen uptake (12.8 (10.5-15.9) mL/kg/min, p<.001 vs intermediate/low probability), high H2FPEF score (55 (44-75)%, p<.007 vs intermediate/low probability), and typical clinical characteristics. The amount of inconclusive DST decreased from 80% using current recommendations, to 29% using the decision tree. ConclusionIn DST for suspected HFpEF, exS was the most accurate echocardiographic parameter to identify elevated PAWP. We propose a decision tree including exS and mPAP/CO for interpretation of DST. Application of this decision tree revealed typical HFpEF characteristics in patients labeled as high probability of HFpEF, and substantially reduced the amount of inconclusive results.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Classification and Predictors of Right Ventricular Functional Recovery in Pulmonary Arterial Hypertension 96%
- Obesity Modifies Clinical Outcomes of Right Ventricular Dysfunction 95%
- Diastolic Perfusion Pressure Predicts Response to Inotropes/Vasopressors and Benefit from Mechanical Circulatory Support in Cardiogenic Shock? 95%
Similar papers in this journal
- Investigating Electrocardiographic Abnormalities in Patients with Coronary Microvascular Dysfunction 96%
- Prognostic value of compact myocardial thinning in patients with left ventricular non-compaction 96%
- A Multicenter Evaluation of the Impact of Procedural and Pharmacological Interventions on Deep Learning-based Electrocardiographic Markers of Hypertrophic Cardiomyopathy 95%
Similar papers in this journal
Similar papers in this journal
- Right Heart Remodeling After Pulmonary Valve Replacement in Patients with Pulmonary Atresia or Critical Stenosis with Intact Ventricular Septum 95%
- Prognostic Value of Patient-Reported Outcomes in Predicting Long-term Mortality after Transcatheter Aortic Valve Replacement (TAVR) 95%
- An International Longitudinal Natural History Study of Danon Disease Patients: Unique Cardiac Trajectories Identified Based on Sex and Heart Failure Outcomes 94%
Similar papers in this journal
- Clinical presentation, disease course and outcome of COVID-19 in hospitalized patients with and without pre-existing cardiac disease – a cohort study across sixteen countries 93%
- Right Ventricular Dysfunction: An Overlooked Predictor of Sudden Cardiac Death and Arrhythmic Events -- A Meta-Analysis 93%
- Automated severe aortic stenosis detection on single-view echocardiography: A multi-center deep learning study 93%
"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.