An Atlas-Based Analysis of Biventricular Mechanics in Tetralogy of Fallot.

Sachin Govil, Sanjeet Hegde, James C Perry, Jeffrey H Omens, Andrew D McCulloch
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Abstract

The current study proposes an efficient strategy for exploiting the statistical power of cardiac atlases to investigate whether clinically significant variations in ventricular shape are sufficient to explain corresponding differences in ventricular wall motion directly, or if they are indirect markers of altered myocardial mechanical properties. This study was conducted in a cohort of patients with repaired tetralogy of Fallot (rTOF) that face long-term right ventricular (RV) and/or left ventricular (LV) dysfunction as a consequence of adverse remodeling. Features of biventricular end-diastolic (ED) shape associated with RV apical dilation, LV dilation, RV basal bulging, and LV conicity correlated with components of systolic wall motion (SWM) that contribute most to differences in global systolic function. A finite element analysis of systolic biventricular mechanics was employed to assess the effect of perturbations in these ED shape modes on corresponding components of SWM. Perturbations to ED shape modes and myocardial contractility explained observed variation in SWM to varying degrees. In some cases, shape markers were partial determinants of systolic function and, in other cases, they were indirect markers for altered myocardial mechanical properties. Patients with rTOF may benefit from an atlas-based analysis of biventricular mechanics to improve prognosis and gain mechanistic insight into underlying myocardial pathophysiology.

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基于图谱的法洛氏四联症双心室力学分析。
目前的研究提出了一种有效的策略,利用心脏图谱的统计能力来研究临床上显著的心室形态变化是否足以直接解释心室壁运动的相应差异,或者它们是否是心肌机械特性改变的间接标志。这项研究的对象是法洛氏四联症(rTOF)修复患者,他们因重塑不良而长期面临右心室和/或左心室功能障碍。与 RV 心尖扩张、LV 扩张、RV 基底隆起和 LV 锥度相关的双心室舒张末期(ED)形态特征与收缩期室壁运动(SWM)的成分相关,而这些成分对整体收缩功能的差异贡献最大。通过对双心室收缩力学进行有限元分析,评估了ED形状模式的扰动对SWM相应成分的影响。ED形状模式和心肌收缩力的扰动在不同程度上解释了观察到的SWM变化。在某些情况下,形状标记是收缩功能的部分决定因素,而在其他情况下,它们是心肌机械特性改变的间接标记。基于图谱的双心室力学分析可改善预后并从机制上深入了解潜在的心肌病理生理学,rTOF 患者可能会从中受益。
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Spatiotemporal Cardiac Statistical Shape Modeling: A Data-Driven Approach. Statistical Shape Modeling of Biventricular Anatomy with Shared Boundaries. Multi-modal Latent-Space Self-alignment for Super-Resolution Cardiac MR Segmentation. An Atlas-Based Analysis of Biventricular Mechanics in Tetralogy of Fallot. Statistical shape analysis of the tricuspid valve in hypoplastic left heart sydrome.
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