Huang Mengde, Maehara Akiko, Tang Dalin, Zhu Jian, Wang Liang, Lv Rui, Zhu Yanwen, Zhang Xiaoguo, Matsumura Mitsuaki, Chen Lijuan, Ma Genshan, Mintz Gary S
School of Biological Science and Medical Engineering, Southeast University, Nanjing, China.
The Cardiovascular Research Foundation, Columbia University, New York, NY, United States.
Front Physiol. 2023 Aug 7;14:1251401. doi: 10.3389/fphys.2023.1251401. eCollection 2023.
Mechanical stress and strain conditions are closely related to atherosclerotic plaque progression and rupture and have been under intensive investigations in recent years. It is well known that arteries have a three-layer structure: intima, media and adventitia. However, image-based multilayer plaque models are not available in the current literature due to lack of multilayer image segmentation data. A multilayer segmentation and repairing technique was introduced to segment coronary plaque optical coherence tomography (OCT) image to obtain its three-layer vessel structure. A total of 200 OCT slices from 20 patients (13 male; 7 female) were used to construct multilayer and single-layer 3D thin-slice models to calculate plaque stress and strain and compare model differences. Our results indicated that the average maximum plaque stress values of 20 patients from multilayer and single-layer models were 385.13 ± 110.09 kPa and 270.91 ± 95.86 kPa, respectively. The relative difference was 42.2%, with single-layer stress serving as the base value. The average mean plaque stress values from multilayer and single-layer models were 129.59 ± 32.77 kPa and 93.27 ± 18.20 kPa, respectively, with a relative difference of 38.9%. The maximum and mean plaque strain values obtained from the multilayer models were 11.6% and 19.0% higher than those from the single-layer models. Similarly, the maximum and mean cap strains showed increases of 9.6% and 12.9% over those from the single-layer models. These findings suggest that use of multilayer models could improve plaque stress and strain calculation accuracy and may have large impact on plaque progression and vulnerability investigation and potential clinical applications. Further large-scale studies are needed to validate our findings.
机械应力和应变条件与动脉粥样硬化斑块的进展和破裂密切相关,近年来一直受到深入研究。众所周知,动脉具有三层结构:内膜、中膜和外膜。然而,由于缺乏多层图像分割数据,目前文献中没有基于图像的多层斑块模型。引入了一种多层分割和修复技术来分割冠状动脉斑块光学相干断层扫描(OCT)图像,以获得其三层血管结构。共使用了来自20名患者(13名男性;7名女性)的200个OCT切片来构建多层和单层3D薄片模型,以计算斑块应力和应变并比较模型差异。我们的结果表明,来自多层和单层模型的20名患者的平均最大斑块应力值分别为385.13±110.09kPa和270.91±95.86kPa。以单层应力为基准值,相对差异为42.2%。来自多层和单层模型的平均平均斑块应力值分别为129.59±32.77kPa和93.27±18.20kPa,相对差异为38.9%。从多层模型获得的最大和平均斑块应变值比单层模型高11.6%和19.0%。同样,最大和平均帽应变比单层模型分别增加了9.6%和12.9%。这些发现表明,使用多层模型可以提高斑块应力和应变计算的准确性,可能对斑块进展和易损性研究以及潜在的临床应用产生重大影响。需要进一步的大规模研究来验证我们的发现。