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
相关论文
共 26 条
  • [1] Ali N, 2015, J CARDIOVASC MAGN R, V17, pQ14
  • [2] Amiodarone or an implantable cardioverter-defibrillator for congestive heart failure
    Bardy, GH
    Lee, KL
    Mark, DB
    Poole, JE
    Packer, DL
    Boineau, R
    Domanski, M
    Troutman, C
    Anderson, J
    Johnson, G
    McNulty, SE
    Clapp-Channing, N
    Davidson-Ray, LD
    Fraulo, ES
    Fishbein, DP
    Luceri, RM
    Ip, JH
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2005, 352 (03) : 225 - 237
  • [3] Infarct morphology identifies patients with substrate for sustained ventricular tachycardia
    Bello, D
    Fieno, DS
    Kim, RJ
    Pereles, S
    Passman, R
    Song, G
    Kadish, AH
    Goldberger, JJ
    [J]. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2005, 45 (07) : 1104 - 1108
  • [4] Identifying the high risk patient with coronary artery disease - Is ejection fraction all you need?
    Buxton, AE
    [J]. JOURNAL OF CARDIOVASCULAR ELECTROPHYSIOLOGY, 2005, 16 (09) : S25 - S27
  • [5] Myocardial tissue characterization by cardiac magnetic resonance imaging using T1 mapping predicts ventricular arrhythmia in ischemic and non-ischemic cardiomyopathy patients with implantable cardioverter-defibrillators
    Chen, Zhong
    Sohal, Manav
    Voigt, Tobias
    Sammut, Eva
    Tobon-Gomez, Catalina
    Child, Nick
    Jackson, Tom
    Shetty, Anoop
    Bostock, Julian
    Cooklin, Michael
    O'Neill, Mark
    Wright, Matthew
    Murgatroyd, Francis
    Gill, Jaswinder
    Carr-White, Gerry
    Chiribiri, Amedeo
    Schaeffter, Tobias
    Razavi, Reza
    Rinaldi, C. Aldo
    [J]. HEART RHYTHM, 2015, 12 (04) : 792 - 801
  • [6] Assessment of tumor heterogeneity: An emerging imaging tool for clinical practice?
    Davnall F.
    Yip C.S.P.
    Ljungqvist G.
    Selmi M.
    Ng F.
    Sanghera B.
    Ganeshan B.
    Miles K.A.
    Cook G.J.
    Goh V.
    [J]. Insights into Imaging, 2012, 3 (6) : 573 - 589
  • [7] REENTRY AS A CAUSE OF VENTRICULAR-TACHYCARDIA IN PATIENTS WITH CHRONIC ISCHEMIC HEART-DISEASE - ELECTROPHYSIOLOGIC AND ANATOMIC CORRELATION
    DEBAKKER, JMT
    VANCAPELLE, FJL
    JANSE, MJ
    WILDE, AAM
    CORONEL, R
    BECKER, AE
    DINGEMANS, KP
    VANHEMEL, NM
    HAUER, RNW
    [J]. CIRCULATION, 1988, 77 (03) : 589 - 606
  • [8] INFLUENCES OF ANISOTROPIC TISSUE STRUCTURE ON REENTRANT CIRCUITS IN THE EPICARDIAL BORDER ZONE OF SUBACUTE CANINE INFARCTS
    DILLON, SM
    ALLESSIE, MA
    URSELL, PC
    WIT, AL
    [J]. CIRCULATION RESEARCH, 1988, 63 (01) : 182 - 206
  • [9] Quantifying tumour heterogeneity with CT
    Ganeshan, Balaji
    Miles, Kenneth A.
    [J]. CANCER IMAGING, 2013, 13 (01) : 140 - 149
  • [10] Dark-blood late gadolinium enhancement without additional magnetization preparation
    Holtackers, Robert J.
    Chiribiri, Amedeo
    Schneider, Torben
    Higgins, David M.
    Botnar, Rene M.
    [J]. JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2017, 19