使用基于患者特异性光学相干断层扫描的流体-结构相互作用模型比较和识别有/无侵蚀的人体冠状动脉斑块:一项试验研究。

IF 3 3区 医学 Q2 BIOPHYSICS
Yanwen Zhu, Chen Zhao, Zheyang Wu, Akiko Maehara, Dalin Tang, Liang Wang, Zhanqun Gao, Yishuo Xu, Rui Lv, Mengde Huang, Xiaoguo Zhang, Jian Zhu, Haibo Jia, Bo Yu, Minglong Chen, Gary S Mintz
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引用次数: 0

摘要

斑块侵蚀(PE)和继发性血栓形成是急性冠状动脉综合征(ACS)的关键机制之一,通常会导致严重的心血管事件。斑块侵蚀的识别和预测对疾病的诊断、预防和治疗具有重要意义。该研究获取了八个侵蚀斑块和八个非侵蚀斑块的活体光学相干断层扫描(OCT)数据,以构建三维流体-结构相互作用模型,并获得斑块的生物力学条件进行研究。提取斑块狭窄严重程度、斑块负荷、斑块壁应力(PWS)和应变(PWSn)、流动剪应力(FSS)和ΔFSS(FSS随时间的变化)进行比较和预测。采用逻辑回归模型预测斑块侵蚀。结果表明,平均 PWS 和平均 ΔFSS 的组合具有最佳预测效果(AUC = 0.866,90% 置信区间 (0.717, 1.0))。最佳的单一预测指标是最大 ΔFSS(AUC = 0.819,90% 置信区间(0.624,1.0))。侵蚀斑块的最大 FSS 平均值比未侵蚀斑块高 76%(127.96 对 72.69 达因/平方厘米),而 8 个侵蚀斑块侵蚀点的平均 FSS 平均值比未侵蚀点高 48.6%(71.52 对 48.11 达因/平方厘米)。有侵蚀斑块的平均 PWS 值比无侵蚀斑块低 22.83%(83.2 千帕对 107.8 千帕)。这项试验研究表明,结合斑块应力、应变和血流剪切应力有助于更好地识别潜在斑块侵蚀的患者,从而进行早期干预治疗。还需要进一步的研究来验证我们的发现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison and identification of human coronary plaques with/without erosion using patient-specific optical coherence tomography-based fluid-structure interaction models: a pilot study.

Plaque erosion (PE) with secondary thrombosis is one of the key mechanisms of acute coronary syndrome (ACS) which often leads to drastic cardiovascular events. Identification and prediction of PE are of fundamental significance for disease diagnosis, prevention and treatment. In vivo optical coherence tomography (OCT) data of eight eroded plaques and eight non-eroded plaques were acquired to construct three-dimensional fluid-structure interaction models and obtain plaque biomechanical conditions for investigation. Plaque stenosis severity, plaque burden, plaque wall stress (PWS) and strain (PWSn), flow shear stress (FSS), and ΔFSS (FSS variation in time) were extracted for comparison and prediction. A logistic regression model was used to predict plaque erosion. Our results indicated that the combination of mean PWS and mean ΔFSS gave best prediction (AUC = 0.866, 90% confidence interval (0.717, 1.0)). The best single predictor was max ΔFSS (AUC = 0.819, 90% confidence interval (0.624, 1.0)). The average of maximum FSS values from eroded plaques was 76% higher than that from the non-eroded plaques (127.96 vs. 72.69 dyn/cm2) while the average of mean FSS from erosion sites of the eight eroded plaques was 48.6% higher than that from sites without erosion (71.52 vs. 48.11 dyn/cm2). The average of mean PWS from plaques with erosion was 22.83% lower than that for plaques without erosion (83.2 kPa vs. 107.8 kPa). This pilot study suggested that combining plaque stress, strain and flow shear stress could help better identify patients with potential plaque erosion, enabling possible early intervention therapy. Further studies are needed to validate our findings.

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来源期刊
Biomechanics and Modeling in Mechanobiology
Biomechanics and Modeling in Mechanobiology 工程技术-工程:生物医学
CiteScore
7.10
自引率
8.60%
发文量
119
审稿时长
6 months
期刊介绍: Mechanics regulates biological processes at the molecular, cellular, tissue, organ, and organism levels. A goal of this journal is to promote basic and applied research that integrates the expanding knowledge-bases in the allied fields of biomechanics and mechanobiology. Approaches may be experimental, theoretical, or computational; they may address phenomena at the nano, micro, or macrolevels. Of particular interest are investigations that (1) quantify the mechanical environment in which cells and matrix function in health, disease, or injury, (2) identify and quantify mechanosensitive responses and their mechanisms, (3) detail inter-relations between mechanics and biological processes such as growth, remodeling, adaptation, and repair, and (4) report discoveries that advance therapeutic and diagnostic procedures. Especially encouraged are analytical and computational models based on solid mechanics, fluid mechanics, or thermomechanics, and their interactions; also encouraged are reports of new experimental methods that expand measurement capabilities and new mathematical methods that facilitate analysis.
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