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用于支持临床血管通路规划中决策制定的脉搏波传播模型。

A pulse wave propagation model to support decision-making in vascular access planning in the clinic.

机构信息

Eindhoven University of Technology, Department of Biomedical Engineering, Eindhoven, The Netherlands.

出版信息

Med Eng Phys. 2012 Mar;34(2):233-48. doi: 10.1016/j.medengphy.2011.07.015. Epub 2011 Aug 12.

Abstract

The preferred vascular access for hemodialysis is an autologous arteriovenous fistula (AVF) in the arm: a surgically created connection between an artery and vein. The surgeon selects the AVF location based on experience and preoperative diagnostics. However, 20-50% of all lower arm AVFs are hampered by a too low access flow, whereas complications associated with too high flows are observed in 20% of all upper arm AVFs. We hypothesize that a pulse wave propagation model fed by patient-specific data has the ability to assist the surgeon in selecting the optimal AVF configuration by predicting direct postoperative flow. Previously, a 1D wave propagation model (spectral elements) was developed in which an approximated velocity profile was assumed based on boundary layer theory. In this study, we derived a distributed lumped parameter implementation of the pulse wave propagation model. The elements of the electrical analog for a segment are based on the approximated velocity profiles and dependent on the Womersley number. We present the application of the lumped parameter pulse wave propagation model to vascular access surgery and show how a patient-specific model is able to predict the hemodynamical impact of AVF creation and might assist in vascular access planning. The lumped parameter pulse wave propagation model was able to select the same AVF configuration as an experienced surgeon in nine out of ten patients. In addition, in six out of ten patients predicted postoperative flows were in the same order of magnitude as measured postoperative flows. Future research should quantify uncertainty in model predictions and measurements.

摘要

血液透析的首选血管通路是手臂自体动静脉瘘(AVF):一种在动脉和静脉之间创建的手术连接。外科医生根据经验和术前诊断选择 AVF 位置。然而,所有下臂 AVF 中有 20-50%存在流量过低的问题,而所有上臂 AVF 中有 20%存在与流量过高相关的并发症。我们假设,通过患者特定数据为输入的脉搏波传播模型,具有通过预测直接术后流量来辅助外科医生选择最佳 AVF 配置的能力。此前,开发了一种一维波传播模型(谱元),其中基于边界层理论假设了近似速度分布。在这项研究中,我们推导出了脉搏波传播模型的分布式集总参数实现。该段的电气模拟元件基于近似速度分布,并且取决于沃默斯利数。我们展示了集总参数脉搏波传播模型在血管通路手术中的应用,并展示了患者特定模型如何能够预测 AVF 建立对血流动力学的影响,并可能有助于血管通路规划。集总参数脉搏波传播模型能够在十分之九的患者中选择与经验丰富的外科医生相同的 AVF 配置。此外,在十分之六的患者中,预测的术后流量与测量的术后流量处于同一数量级。未来的研究应量化模型预测和测量的不确定性。

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