Background <p>Epicardial fat exerts both protective and deleterious effects on organs through diverse cytokine-mediated pathways. This study aimed to investigate computed tomography (CT)-based indexed epicardial fat volume (EFVi) in association with target organ damage parameters.</p> Methods <p>The prospectively enrolled cohort of 75 patients with nonobstructive coronary artery disease underwent electrocardiogram-gated CT and was evaluated for target organ damage parameters: estimated glomerular filtration rate, proteinuria, echocardiographic septal e′ velocity, E/e′ and tricuspid regurgitation velocity, brachial-ankle pulse wave velocity, and ankle-brachial index. EFVi was measured from semiautomated 3D segmentation of electrocardiogram-gated CT. Partial correlation, multiple linear regression, and receiver operating characteristic (ROC) analyses were conducted.</p> Results <p>Age and EFVi showed moderate positive linear correlation (r = 0.567, P &lt; 0.001). After adjusting for age, EFVi was significantly correlated with the septal e′ velocity (r = − 0.489, P &lt; 0.001) and E/e′ (r = 0.256, P = 0.034), but not with other target organ damage parameters (P &gt; 0.05). Multiple linear regression analysis showed that the correlations of the EFVi with the septal e′ velocity (β = –0.0003, P = 0.007) and E/e′ (β = 0.0606, P = 0.024) remained significant after adjusting for potential confounders. ROC analysis identified optimal EFVi thresholds: 95.78 cm<sup>3</sup>/m<sup>2</sup> for reduced septal e' velocity (area under the ROC curve [AUC], 0.750; sensitivity, 88.2%; specificity, 56.8%) and 91.68 cm<sup>3</sup>/m<sup>2</sup> for elevated E/e' (AUC, 0.692; sensitivity, 71.4%; specificity, 64.8%).</p> Conclusions <p>EFVi was related to left ventricular diastolic function more than other target organ damage parameters, including renal function and arterial stiffness, which suggests that the epicardial fat may have a role in the pathogenesis of left ventricular diastolic dysfunction.</p>

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Association of deep learning–derived epicardial fat volume with target organ damage in subjects with nonobstructive coronary artery disease

  • Moon Young Kim,
  • Hack-Lyoung Kim,
  • Eun Ju Chun,
  • Ye Ra Choi,
  • Kwang Nam Jin

摘要

Background

Epicardial fat exerts both protective and deleterious effects on organs through diverse cytokine-mediated pathways. This study aimed to investigate computed tomography (CT)-based indexed epicardial fat volume (EFVi) in association with target organ damage parameters.

Methods

The prospectively enrolled cohort of 75 patients with nonobstructive coronary artery disease underwent electrocardiogram-gated CT and was evaluated for target organ damage parameters: estimated glomerular filtration rate, proteinuria, echocardiographic septal e′ velocity, E/e′ and tricuspid regurgitation velocity, brachial-ankle pulse wave velocity, and ankle-brachial index. EFVi was measured from semiautomated 3D segmentation of electrocardiogram-gated CT. Partial correlation, multiple linear regression, and receiver operating characteristic (ROC) analyses were conducted.

Results

Age and EFVi showed moderate positive linear correlation (r = 0.567, P < 0.001). After adjusting for age, EFVi was significantly correlated with the septal e′ velocity (r = − 0.489, P < 0.001) and E/e′ (r = 0.256, P = 0.034), but not with other target organ damage parameters (P > 0.05). Multiple linear regression analysis showed that the correlations of the EFVi with the septal e′ velocity (β = –0.0003, P = 0.007) and E/e′ (β = 0.0606, P = 0.024) remained significant after adjusting for potential confounders. ROC analysis identified optimal EFVi thresholds: 95.78 cm3/m2 for reduced septal e' velocity (area under the ROC curve [AUC], 0.750; sensitivity, 88.2%; specificity, 56.8%) and 91.68 cm3/m2 for elevated E/e' (AUC, 0.692; sensitivity, 71.4%; specificity, 64.8%).

Conclusions

EFVi was related to left ventricular diastolic function more than other target organ damage parameters, including renal function and arterial stiffness, which suggests that the epicardial fat may have a role in the pathogenesis of left ventricular diastolic dysfunction.