Kok Annette M, Speelman Lambert, Virmani Renu, van der Steen Antonius F W, Gijsen Frank J H, Wentzel Jolanda J
Department of Cardiology, Biomedical Engineering, Erasmus MC, Rotterdam, The Netherlands.
CVPath, Gaithersburg, MD, USA.
Biomed Eng Online. 2016 May 4;15(1):48. doi: 10.1186/s12938-016-0162-5.
Stress calculations in atherosclerotic coronary vulnerable plaques can aid in predicting coronary cap rupture. In vivo plaque geometry and composition of coronary arteries can merely be obtained via intravascular imaging. Only optical driven imaging techniques have sufficient resolution to visualize the fibrous cap, but due to limited penetration depth deeper components such as the backside of the necrotic core (NC) are generally not visible. The goal of this study was to investigate whether peak cap stresses can be approximated by reconstructing the backside of the NC.
Manual segmentations of coronary histological cross-sections served as a geometrical ground truth and were obtained from seven patients resulting in 73 NCs. Next, the backside was removed and reconstructed according to an estimation of the relative necrotic core thickness (rNCt). The rNCt was estimated at three locations along the NC angle and based on either group averaged parameters or plaque specific parameters. Stress calculations were performed in both the ground truth geometry and the reconstructed geometries and compared.
Good geometrical agreement was found between the ground truth NC and the reconstructed NCs, based on group averaged rNCt estimation and plaque specific rNCt estimation, measuring the NC area difference (25.1 % IQR 14.0-41.3 % and 17.9 % IQR 9.81-32.7 %) and similarity index (0.85 IQR 0.77-0.90 and 0.88 IQR 0.79-0.91). The peak cap stresses obtained with both reconstruction methods showed a high correlation with respect to the ground truth, r(2) = 0.91 and r(2) = 0.95, respectively. For high stress plaques, the peak cap stress difference with respect to the ground truth significantly improved for the NC reconstruction based plaque specific features (6 %) compared to the reconstruction group averaged based (16 %).
In conclusion, good geometry and stress agreement was observed between the ground truth NC geometry and the reconstructed geometries. Although group averaged rNCt estimation seemed to be sufficient for the NC reconstruction and stress calculations, including plaque specific data further improved stress predictions, especially for higher stresses.
动脉粥样硬化性冠状动脉易损斑块中的应力计算有助于预测冠状动脉帽破裂。冠状动脉的体内斑块几何形状和组成只能通过血管内成像获得。只有光学驱动成像技术具有足够的分辨率来可视化纤维帽,但由于穿透深度有限,坏死核心(NC)背面等更深层的成分通常不可见。本研究的目的是调查是否可以通过重建坏死核心的背面来近似峰值帽应力。
冠状动脉组织学横截面的手动分割作为几何真值,从7名患者中获得,共得到73个坏死核心。接下来,去除背面并根据相对坏死核心厚度(rNCt)的估计进行重建。rNCt是在沿着坏死核心角度的三个位置估计的,基于组平均参数或斑块特定参数。在真值几何形状和重建几何形状中都进行了应力计算并进行比较。
基于组平均rNCt估计和斑块特定rNCt估计,在真值坏死核心和重建坏死核心之间发现了良好的几何一致性,测量坏死核心面积差异(25.1%,四分位数间距14.0 - 41.3%和17.9%,四分位数间距9.81 - 32.7%)和相似性指数(0.85,四分位数间距0.77 - 0.90和0.88,四分位数间距0.79 - 0.91)。两种重建方法获得的峰值帽应力与真值都显示出高度相关性,分别为r(2) = 0.91和r(2) = 0.95。对于高应力斑块,与基于组平均的重建(16%)相比,基于斑块特定特征的坏死核心重建的峰值帽应力与真值的差异显著改善(6%)。
总之,在真值坏死核心几何形状和重建几何形状之间观察到良好的几何和应力一致性。虽然组平均rNCt估计似乎足以进行坏死核心重建和应力计算,但纳入斑块特定数据进一步改善了应力预测,特别是对于更高的应力。