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针对单心室心脏姑息治疗的患者特异性预测建模的综合方法。

An integrated approach to patient-specific predictive modeling for single ventricle heart palliation.

作者信息

Corsini Chiara, Baker Catriona, Kung Ethan, Schievano Silvia, Arbia Gregory, Baretta Alessia, Biglino Giovanni, Migliavacca Francesco, Dubini Gabriele, Pennati Giancarlo, Marsden Alison, Vignon-Clementel Irene, Taylor Andrew, Hsia Tain-Yen, Dorfman Adam

机构信息

a Laboratory of Biological Structure Mechanics, Department of Structural Engineering , Politecnico di Milano, Piazza Leonardo da Vinci , 32, 20133, Milano , Italy.

出版信息

Comput Methods Biomech Biomed Engin. 2014;17(14):1572-89. doi: 10.1080/10255842.2012.758254. Epub 2013 Jan 23.

Abstract

In patients with congenital heart disease and a single ventricle (SV), ventricular support of the circulation is inadequate, and staged palliative surgery (usually 3 stages) is needed for treatment. In the various palliative surgical stages individual differences in the circulation are important and patient-specific surgical planning is ideal. In this study, an integrated approach between clinicians and engineers has been developed, based on patient-specific multi-scale models, and is here applied to predict stage 2 surgical outcomes. This approach involves four distinct steps: (1) collection of pre-operative clinical data from a patient presenting for SV palliation, (2) construction of the pre-operative model, (3) creation of feasible virtual surgical options which couple a three-dimensional model of the surgical anatomy with a lumped parameter model (LPM) of the remainder of the circulation and (4) performance of post-operative simulations to aid clinical decision making. The pre-operative model is described, agreeing well with clinical flow tracings and mean pressures. Two surgical options (bi-directional Glenn and hemi-Fontan operations) are virtually performed and coupled to the pre-operative LPM, with the hemodynamics of both options reported. Results are validated against postoperative clinical data. Ultimately, this work represents the first patient-specific predictive modeling of stage 2 palliation using virtual surgery and closed-loop multi-scale modeling.

摘要

在患有先天性心脏病和单心室(SV)的患者中,心室对循环的支持不足,需要进行分期姑息手术(通常为3期)来治疗。在各个姑息手术阶段,循环中的个体差异很重要,针对患者的手术规划是理想的。在本研究中,基于针对患者的多尺度模型,开发了一种临床医生与工程师之间的综合方法,并在此用于预测二期手术结果。该方法包括四个不同步骤:(1)从前来接受SV姑息治疗的患者收集术前临床数据,(2)构建术前模型,(3)创建可行的虚拟手术方案,将手术解剖结构的三维模型与循环其余部分的集总参数模型(LPM)相结合,以及(4)进行术后模拟以辅助临床决策。描述了术前模型,其与临床血流描记和平均压力吻合良好。虚拟执行了两种手术方案(双向格林手术和半Fontan手术)并与术前LPM耦合,并报告了两种方案的血流动力学情况。根据术后临床数据对结果进行了验证。最终,这项工作代表了首次使用虚拟手术和闭环多尺度建模对二期姑息治疗进行针对患者的预测建模。

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