Kung Ethan, Pennati Giancarlo, Migliavacca Francesco, Hsia Tain-Yen, Figliola Richard, Marsden Alison, Giardini Alessandro
J Biomech Eng. 2014 Aug;136(8):0810071-08100714. doi: 10.1115/1.4027271.
Reduced exercise capacity is nearly universal among Fontan patients, though its etiology is not yet fully understood. While previous computational studies have attempted to model Fontan exercise, they did not fully account for global physiologic mechanisms nor directly compare results against clinical and physiologic data.
In this study, we developed a protocol to simulate Fontan lower-body exercise using a closed-loop lumped-parameter model describing the entire circulation. We analyzed clinical exercise data from a cohort of Fontan patients, incorporated previous clinical findings from literature, quantified a comprehensive list of physiological changes during exercise, translated them into a computational model of the Fontan circulation, and designed a general protocol to model Fontan exercise behavior. Using inputs of patient weight, height, and if available, patient-specific reference heart rate (HR) and oxygen consumption, this protocol enables the derivation of a full set of parameters necessary to model a typical Fontan patient of a given body-size over a range of physiologic exercise levels.
In light of previous literature data and clinical knowledge, the model successfully produced realistic trends in physiological parameters with exercise level. Applying this method retrospectively to a set of clinical Fontan exercise data, direct comparison between simulation results and clinical data demonstrated that the model successfully reproduced the average exercise response of a cohort of typical Fontan patients.
This work is intended to offer a foundation for future advances in modeling Fontan exercise, highlight the needs in clinical data collection, and provide clinicians with quantitative reference exercise physiologies for Fontan patients.
运动能力下降在Fontan手术患者中几乎普遍存在,但其病因尚未完全明确。虽然之前的计算研究试图对Fontan手术患者的运动进行建模,但它们没有充分考虑整体生理机制,也没有将结果与临床和生理数据进行直接比较。
在本研究中,我们制定了一个方案,使用描述整个循环系统的闭环集总参数模型来模拟Fontan手术患者的下半身运动。我们分析了一组Fontan手术患者的临床运动数据,纳入了文献中先前的临床研究结果,量化了运动期间一系列全面的生理变化,将其转化为Fontan循环系统的计算模型,并设计了一个通用方案来模拟Fontan手术患者的运动行为。利用患者体重、身高以及(若可用)患者特定的参考心率(HR)和耗氧量作为输入,该方案能够推导出在一系列生理运动水平下对给定体型的典型Fontan手术患者进行建模所需的全套参数。
根据先前的文献数据和临床知识,该模型成功地得出了生理参数随运动水平变化的现实趋势。将此方法回顾性应用于一组Fontan手术患者的临床运动数据,模拟结果与临床数据的直接比较表明,该模型成功再现了一组典型Fontan手术患者的平均运动反应。
这项工作旨在为未来Fontan手术患者运动建模的进展提供基础,突出临床数据收集的需求,并为临床医生提供Fontan手术患者的定量参考运动生理学数据。