Kung Geoffrey L, Vaseghi Marmar, Gahm Jin K, Shevtsov Jane, Garfinkel Alan, Shivkumar Kalyanam, Ennis Daniel B
Department of Radiological Sciences, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.
Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States.
Front Physiol. 2018 Aug 22;9:826. doi: 10.3389/fphys.2018.00826. eCollection 2018.
Computational models of the heart increasingly require detailed microstructural information to capture the impact of tissue remodeling on cardiac electromechanics in, for example, hearts with myocardial infarctions. Myocardial infarctions are surrounded by the infarct border zone (BZ), which is a site of electromechanical property transition. Magnetic resonance imaging (MRI) is an emerging method for characterizing microstructural remodeling and focal myocardial infarcts and the BZ can be identified with late gadolinium enhanced (LGE) MRI. Microstructural remodeling within the BZ, however, remains poorly characterized by MRI due, in part, to the fact that LGE and DT-MRI are not always available for the same heart. Diffusion tensor MRI (DT-MRI) can evaluate microstructural remodeling by quantifying the DT apparent diffusion coefficient (ADC, increased with decreased cellularity), fractional anisotropy (FA, decreased with increased fibrosis), and tissue mode (decreased with increased fiber disarray). The purpose of this work was to use LGE MRI in post-infarct porcine hearts ( = 7) to segment remote, BZ, and infarcted myocardium, thereby providing a basis to quantify microstructural remodeling in the BZ and infarcted regions using co-registered DT-MRI. Chronic porcine infarcts were created by balloon occlusion of the LCx. 6-8 weeks post-infarction, MRI contrast was administered, and the heart was potassium arrested, excised, and imaged with LGE MRI (0.33 × 0.33 × 0.33 mm) and co-registered DT-MRI (1 × 1 × 3 mm). Myocardium was segmented as remote, BZ, or infarct by LGE signal intensity thresholds. DT invariants were used to evaluate microstructural remodeling by quantifying ADC, FA, and tissue mode. The BZ significantly remodeled compared to both infarct and remote myocardium. BZ demonstrated a significant decrease in cellularity (increased ADC), significant decrease in tissue organization (decreased FA), and a significant increase in fiber disarray (decreased tissue mode) relative to remote myocardium (all < 0.05). Microstructural remodeling in the infarct was similar, but significantly larger in magnitude (all < 0.05). DT-MRI can identify regions of significant microstructural remodeling in the BZ that are distinct from both remote and infarcted myocardium.
心脏的计算模型越来越需要详细的微观结构信息,以捕捉组织重塑对心脏机电活动的影响,例如在患有心肌梗死的心脏中。心肌梗死被梗死边缘区(BZ)包围,该区域是机电特性转变的部位。磁共振成像(MRI)是一种用于表征微观结构重塑和局灶性心肌梗死的新兴方法,梗死边缘区可通过延迟钆增强(LGE)MRI识别。然而,BZ内的微观结构重塑在MRI下仍难以准确描述,部分原因是LGE和扩散张量MRI(DT-MRI)并非总是可用于同一颗心脏。DT-MRI可以通过量化DT表观扩散系数(ADC,随细胞密度降低而增加)、分数各向异性(FA,随纤维化增加而降低)和组织模式(随纤维排列紊乱增加而降低)来评估微观结构重塑。本研究的目的是在梗死后期的猪心脏(n = 7)中使用LGE MRI对远隔心肌、BZ和梗死心肌进行分割,从而为使用配准的DT-MRI量化BZ和梗死区域的微观结构重塑提供基础。通过球囊闭塞左旋冠状动脉(LCx)创建慢性猪梗死模型。梗死后6 - 8周,注射MRI造影剂,心脏停钾,切除后用LGE MRI(0.33×0.33×0.33 mm)和配准的DT-MRI(1××1×3 mm)成像。根据LGE信号强度阈值将心肌分为远隔心肌、BZ或梗死心肌。使用DT不变量通过量化ADC、FA和组织模式来评估微观结构重塑。与梗死心肌和远隔心肌相比,BZ发生了显著重塑。相对于远隔心肌,BZ的细胞密度显著降低(ADC增加),组织有序性显著降低(FA降低),纤维排列紊乱显著增加(组织模式降低)(均P < 0.05)。梗死区域的微观结构重塑情况与之相似,但程度显著更大(均P < 0.05)。DT-MRI可以识别出BZ中与远隔心肌和梗死心肌均不同的显著微观结构重塑区域。