IEEE Trans Med Imaging. 2016 Nov;35(11):2486-2496. doi: 10.1109/TMI.2016.2580573. Epub 2016 Jun 14.
Cardiac myofibre deformation is an important determinant of the mechanical function of the heart. Quantification of myofibre strain relies on 3D measurements of ventricular wall motion interpreted with respect to the tissue microstructure. In this study, we estimated in vivo myofibre strain using 3D structural and functional atlases of the human heart. A finite element modelling framework was developed to incorporate myofibre orientations of the left ventricle (LV) extracted from 7 explanted normal human hearts imaged ex vivo with diffusion tensor magnetic resonance imaging (DTMRI) and kinematic measurements from 7 normal volunteers imaged in vivo with tagged MRI. Myofibre strain was extracted from the DTMRI and 3D strain from the tagged MRI. We investigated: i) the spatio-temporal variation of myofibre strain throughout the cardiac cycle; ii) the sensitivity of myofibre strain estimates to the variation in myofibre angle between individuals; and iii) the sensitivity of myofibre strain estimates to variations in wall motion between individuals. Our analysis results indicate that end systolic (ES) myofibre strain is approximately homogeneous throughout the entire LV, irrespective of the inter-individual variation in myofibre orientation. Additionally, inter-subject variability in myofibre orientations has greater effect on the variabilities in myofibre strain estimates than the ventricular wall motions. This study provided the first quantitative evidence of homogeneity of ES myofibre strain using minimally-invasive medical images of the human heart and demonstrated that image-based modelling framework can provide detailed insight to the mechanical behaviour of the myofibres, which may be used as a biomarker for cardiac diseases that affect cardiac mechanics.
心肌纤维变形是心脏机械功能的重要决定因素。心肌纤维应变的定量依赖于心室壁运动的 3D 测量,这些测量需要参照组织微观结构进行解释。在这项研究中,我们使用人类心脏的 3D 结构和功能图谱来估计体内心肌纤维应变。我们开发了一个有限元建模框架,将从 7 个离体正常人心脏的扩散张量磁共振成像(DTMRI)中提取的左心室(LV)心肌纤维方向和从 7 个正常志愿者的体内标记 MRI 中提取的运动学测量值纳入其中。我们从 DTMRI 中提取心肌纤维应变,从标记 MRI 中提取 3D 应变。我们研究了:i)心肌纤维应变在整个心动周期中的时空变化;ii)心肌纤维角度个体间变化对心肌纤维应变估计的敏感性;iii)个体间心室壁运动变化对心肌纤维应变估计的敏感性。我们的分析结果表明,收缩末期(ES)心肌纤维应变在整个 LV 中几乎是均匀的,与心肌纤维方向的个体间变化无关。此外,心肌纤维方向的个体间变异性对心肌纤维应变估计的变异性的影响大于心室壁运动的变异性。这项研究首次使用人体心脏的微创医学图像提供了 ES 心肌纤维应变均匀性的定量证据,并证明了基于图像的建模框架可以为心肌纤维的机械行为提供详细的见解,这可能被用作影响心脏力学的心脏疾病的生物标志物。