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Updated: May 12, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Flow-mediated dilation normalization predicts outcome in chronic heart failure patients
Franco Tarro Genta1, Ermanno Eleuteri, Pier Luigi Temporelli
1Division of Cardiology, Fondazione Salvatore Maugeri, Istituto di Ricovero e Cura a Carattere Scientifico, Turin, Italy. franco.tarrogenta@fsm.it
Background:
Reduced flow-mediated dilation (FMD) is a known prognostic marker in heart failure (HF), but may be influenced by the brachial artery (BA) diameter. Aiming to adjust for this influence, we normalized FMD (nFMD) by the peak shear rate (PSR) and tested its prognostic power in HF patients.
Methods And Results:
BA diameter, FMD, difference in hyperemic versus rest brachial flow velocity (FVD), PSR (FVD/BA), and nFMD (FMD/PSR × 1000) were assessed in 71 HF patients. At follow-up (mean 512 days), 19 HF (27%) reached the combined endpoint (4 heart transplantations [HTs], 1 left ventricle assist device implantation [LVAD], and 14 cardiac deaths [CDs]). With multivariate Cox regression analysis, New York Heart Association functional class ≥III (hazard ratio [HR] 9.36, 95% confidence interval [CI] 2.11-41.4; P = .003), digoxin use (HR 6.36, 95% CI 2.18-18.6; P = .0010), FMD (HR 0.703, 95% CI 0.547-0.904; P = .006), PSR (HR 1.01, 95% CI 1.005-1.022; P = .001), FVD (HR 1.04, 95% CI 1.00-1.06; P = .02), and nFMD (HR 0.535, 95% CI 0.39-0.74; P = .0001) were predictors of unfavorable outcome. Receiver operating characteristic curve for nFMD showed that patients with nFMD >5 seconds had significantly better event-free survival than patients with nFMD ≤5 seconds (log-rank test: P < .0001).
Conclusions:
nFMD is a strong independent predictor of CD, HT, and LVAD in HF with left ventricular ejection fraction <40%. Patients with nFMD >5 seconds have a better prognosis than those with lower values.
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