Quantitative assessment of myocardial scar heterogeneity using cardiovascular magnetic resonance texture analysis to risk stratify patients post-myocardial infarction

被引:19
作者
Gibbs, T. [1 ]
Villa, A. D. M. [1 ]
Sammut, E. [1 ]
Jeyabraba, S. [1 ]
Carr-White, G. [2 ]
Ismail, T. F. [1 ]
Mullen, G. [1 ]
Ganeshan, B. [3 ]
Chiribiri, A. [1 ]
机构
[1] Kings Coll London, Sch Biomed Engn & Imaging Sci, London, England
[2] Guys & St Thomas NHS Fdn Trust, Dept Cardiol, London, England
[3] UCL, Inst Nucl Med, London, England
基金
英国惠康基金; 英国工程与自然科学研究理事会;
关键词
IMPLANTABLE CARDIOVERTER-DEFIBRILLATOR; CORONARY-ARTERY-DISEASE; EPICARDIAL BORDER ZONE; VENTRICULAR-TACHYCARDIA; TUMOR HETEROGENEITY; EJECTION FRACTION; ARRHYTHMIA; SUBSTRATE; CARDIOMYOPATHY; CT;
D O I
10.1016/j.crad.2018.08.012
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
AIM: To determine whether heterogeneity of cardiac scar, as assessed by cardiovascular magnetic resonance (CMR) texture analysis, may provide insight into better risk stratification for patients with previous myocardial infarction (MI). MATERIALS AND METHODS: Patients with previous MI (n=76) were followed for a median of 371.5 days after late gadolinium enhancement (LGE) CMR. The primary endpoint was a composite of ventricular tachycardia, ventricular fibrillation, or unexplained syncope. Areas of LGE were identified and manually segmented on a short-axis projection. The characteristics of the scar heterogeneity were evaluated via CMR texture analysis. This is a filtration-histogram technique, where images are filtered using the Laplacian of a Gaussian filter to extract features different sizes (2-6 mm in radius) corresponding to fine, medium, and coarse texture scales followed by a quantification step using histogram analysis (skewness and kurtosis). RESULTS: Patients suffering arrhythmic events during the follow-up period demonstrated significantly higher kurtosis (coarse-scale, p=0.005) and lower skewness (fine-scale, p=0.046) compared to those suffering no arrhythmic events. Furthermore, Kaplan-Meier analysis showed significantly higher coarse kurtosis (p=0.004), and lower fine skewness (p=0.035) were able to predict increased incidence of ventricular arrhythmic events. CONCLUSIONS: In this pilot study, indices of texture analysis reflecting textural heterogeneity were significantly associated with a greater incidence of arrhythmic events. Further work is required to delineate the role of texture analysis techniques in risk stratification post-MI. (C) 2018 Published by Elsevier Ltd on behalf of The Royal College of Radiologists.
引用
收藏
页码:1059.e17 / 1059.e26
页数:10
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