ARTORG Center for Biomedical Engineering Research, University of Bern, Freiburgstrasse 3, 3010, Bern, Switzerland.
Department of Cardiology, Inselspital, Bern University Hospital, University of Bern, Freiburgstrasse 18, 3010, Bern, Switzerland.
Sci Rep. 2021 Aug 17;11(1):16633. doi: 10.1038/s41598-021-96030-2.
The hemodynamic behavior following endovascular treatment of patients with peripheral arterial disease plays a significant role on the occurrence of restenosis in femoro-popliteal (FP) arteries. The atheroprone flow conditions that are generally accepted to promote restenosis can be calculated by computational fluid dynamics (CFD) analyses, and these results can be used to assess individualized treatment outcomes. However, the impact of endovascular therapy on the flow behaviors of FP arteries are still poorly understood, as the imaging modalities used in existing numerical works (X-ray angiography, computed tomography angiography) are unable to accurately represent the post-treatment arterial geometry due to their low resolutions. Therefore, this study proposes a new algorithm that combines intra-arterial lumen geometry obtained from high-resolution optical coherence tomography (OCT) images with centerlines generated from X-ray images to reconstruct the FP artery with an in-plane resolution of 10 µm. This superior accuracy allows modeling characteristic geometrical structures, such as angioplasty-induced arterial dissections, that are too small to be reconstructed with other imaging modalities. The framework is applied on the clinical data of patients treated either with only-percutaneous transluminal angioplasty (PTA) (n = 4) or PTA followed by stenting (n = 4). Based on the generated models, PTA was found to cause numerous arterial dissections, covering approximately 10% of the total surface area of the lumen, whereas no dissections were identified in the stented arteries. CFD simulations were performed to investigate the hemodynamic conditions before and after treatment. Regardless of the treatment method, the areas affected by low time-averaged wall shear stress (< 0.5 Pa) were significantly higher (p < 0.05) following endovascular therapy (pre-PTA: 0.95 ± 0.59 cm; post-PTA: 2.10 ± 1.09cm; post-stent: 3.10 ± 0.98 cm). There were no statistical differences between the PTA and the stent groups. However, within the PTA group, adverse hemodynamics were mainly concentrated at regions created by arterial dissections, which may negatively impact the outcomes of a leave-nothing-behind strategy. These observations show that OCT-based numerical models have great potential to guide clinicians regarding the optimal treatment approach.
血管内治疗外周动脉疾病患者后的血流动力学行为在外周动脉(FP)动脉再狭窄的发生中起着重要作用。公认的促进再狭窄的动脉病变易损血流条件可以通过计算流体动力学(CFD)分析来计算,这些结果可用于评估个体化的治疗效果。然而,由于现有的数值工作中使用的成像方式(X 射线血管造影、计算机断层血管造影)分辨率较低,无法准确地代表治疗后的动脉几何形状,因此,血管内治疗对 FP 动脉血流动力学的影响仍未得到很好的理解。因此,本研究提出了一种新的算法,该算法结合了从高分辨率光学相干断层扫描(OCT)图像获得的管腔几何形状和从 X 射线图像生成的中心线,以重建具有 10μm 面内分辨率的 FP 动脉。这种更高的准确性允许对特征几何结构进行建模,例如血管成形术后的动脉夹层,这些结构太小而无法通过其他成像方式重建。该框架应用于仅接受经皮腔内血管成形术(PTA)治疗的患者(n=4)或 PTA 后接受支架治疗的患者(n=4)的临床数据。基于生成的模型,发现 PTA 会导致许多动脉夹层,覆盖管腔总表面积的约 10%,而支架治疗的动脉中未发现夹层。进行了 CFD 模拟以研究治疗前后的血流动力学条件。无论治疗方法如何,治疗后受低时间平均壁切应力(<0.5Pa)影响的区域(pre-PTA:0.95±0.59cm;post-PTA:2.10±1.09cm;post-stent:3.10±0.98cm)显著更高(p<0.05)。PTA 组和支架组之间没有统计学差异。然而,在 PTA 组中,不良血流动力学主要集中在动脉夹层产生的区域,这可能对外科医生采取的“不遗留任何东西”策略的结果产生负面影响。这些观察结果表明,基于 OCT 的数值模型具有指导临床医生选择最佳治疗方法的巨大潜力。