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Updated: Jan 31, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Left ventricular ejection fraction is associated with small vessel disease in ischaemic stroke patients
K-W Nam1,2, H-M Kwon1,2, H-L Kim3
1Department of Neurology, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, Korea.
Background And Purpose:
The purpose was to evaluate the association between the left ventricular ejection fraction (LVEF) and cerebral small vessel disease (cSVD) in ischaemic stroke patients.
Methods:
Consecutive first-ever ischaemic stroke patients between 2010 and 2013 were included. White matter hyperintensity (WMH) volumes were rated using both the Fazekas score and quantitative methods on fluid-attenuated inversion recovery images. As spectra of cSVD, lacunes, cerebral microbleeds (CMBs) and enlarged perivascular spaces (EPVSs) were also evaluated. To assess the dose-response relationship between LVEF and cSVD, the burdens of each radiological marker and the total cSVD score were rated.
Results:
A total of 841 patients were included [median WMH volume 2.98 (1.22-10.50) ml; the frequencies of lacunes, CMBs and moderate to severe EPVSs were 38%, 31% and 35%, respectively]. In the multivariate analysis about predictors of WMH volumes, the LVEF (B = -0.052, P < 0.001) remained significant after adjusting for confounders. LVEF was also a predictor of lacunes [adjusted odds ratio (aOR) 0.978, P = 0.012], CMBs (aOR = 0.96, P < 0.001) and moderate to severe EPVSs (aOR = 0.94, P < 0.001) after adjusting for their confounders. The LVEF values were negatively correlated with the burdens of lacunes (P = 0.026), CMBs (P < 0.001) and EPVSs (P = 0.002). The total cSVD score also showed a negative association with LVEF in a dose-response manner (P < 0.001).
Conclusions:
The burden of cSVD is negatively correlated with the LVEF in a dose-response manner. Our results suggest clues for further studies about determining the pathophysiology of cSVD.
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