National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore.
Department of Mechanical Engineering, Michigan State University, MI, United States.
Comput Methods Programs Biomed. 2020 Jun;189:105345. doi: 10.1016/j.cmpb.2020.105345. Epub 2020 Jan 17.
Evaluation of biventricular function is an essential component of clinical management in pulmonary arterial hypertension (PAH). This study aims to examine the utility of biventricular strains derived from a model-to-image registration technique in PAH patients in comparison to age- and gender-matched normal controls.
A three-dimensional (3D) model was reconstructed from cine short- and long-axis cardiac magnetic resonance (CMR) images and subsequently partitioned into right ventricle (RV), left ventricle (LV) and septum. The hyperelastic warping method was used to register the meshed biventricular finite element model throughout the cardiac cycle and obtain the corresponding biventricular circumferential, longitudinal and radial strains.
Intra- and inter-observer reproducibility of biventricular strains was excellent with all intra-class correlation coefficients > 0.84. 3D biventricular longitudinal, circumferential and radial strains for RV, LV and septum were significantly decreased in PAH patients compared with controls. Receiver operating characteristic (ROC) analysis showed that the 3D biventricular strains were better early markers (Area under the ROC curve = 0.96 for RV longitudinal strain) of ventricular dysfunction than conventional parameters such as two-dimensional strains and ejection fraction.
Our highly reproducible methodology holds potential for extending CMR imaging to characterize 3D biventricular strains, eventually leading to deeper understanding of biventricular mechanics in PAH.
评估双心室功能是肺动脉高压(PAH)临床管理的重要组成部分。本研究旨在比较基于模型与图像配准技术的双心室应变在 PAH 患者与年龄和性别匹配的正常对照者中的应用价值。
从心脏磁共振(CMR)短轴和长轴电影图像重建三维(3D)模型,随后将其划分为右心室(RV)、左心室(LV)和室间隔。使用超弹性翘曲方法在整个心动周期中对网格双心室有限元模型进行配准,并获得相应的双心室周向、纵向和径向应变。
双心室应变的观察者内和观察者间可重复性均极好,所有组内相关系数均>0.84。与对照组相比,PAH 患者的 3D 双心室纵向、周向和径向应变明显降低。受试者工作特征(ROC)分析表明,3D 双心室应变比二维应变和射血分数等传统参数更好地作为心室功能障碍的早期标志物(RV 纵向应变的 ROC 曲线下面积为 0.96)。
我们的高度可重复方法具有将 CMR 成像扩展到 3D 双心室应变特征的潜力,最终有助于深入了解 PAH 中的双心室力学。