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Updated: Feb 8, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
A novel predictor of clinical outcomes in patients with heart failure with preserved left-ventricular ejection
Takashi Kanda1, Masaaki Uematsu2, Masashi Fujita3
1Kansai Rosai Hospital Cardiovascular Center, 3-1-69 Inabaso, Amagasaki, Hyogo, 660-8511, Japan. kanda-takashi@kansaih.johas.go.jp.
Abstract:
Predictors of outcomes in patients with heart failure with preserved left-ventricular ejection fraction (HFpEF) remain unclear. The ratio of early diastolic transmitral flow velocity to early diastolic myocardial velocity (E/e') has been proposed, but the predictive accuracy remains unsatisfactory. We hypothesized that E/e' normalized by the stroke volume (SV), E/e'/SV, could be a good predictor of outcome in HFpEF patients by reflecting the terminal slope of the end-diastolic pressure-volume relation, i.e., stiffness of the left ventricle. This pilot study was conducted to propose a novel echocardiographic index for predicting the outcomes of patients with HFpEF. Echocardiography including E/e'/SV measurement was performed in consecutive 80 HFpEF patients at discharge in index hospitalization due to HF. The end points included the readmission for heart failure and cardiovascular death at 1 year after discharge. 19 patients (24%) met the end points. Receiver-operating characteristic analysis showed that E/e''/SV was a strong predictive factor (AUC = 0.78) compared to E/e' (AUC = 0.74). Kaplan-Meier analysis showed that patients with E/e'/SV > 0.40 had a poorer prognosis than those with E/e'/SV < 0.40 (p < 0.01). By Cox regression multi-variate analysis, a high E/e'/SV was an independent predictor of event-free survival [adjusted hazard ratio (95% CI) 14.26 (3.18, 63.93) (p = 0.01)]. E/e'/SV has potential to predict clinical outcomes in patients with HFpEF.
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