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首页> 外文期刊>The Journal of heart and lung transplantation: the official publication of the International Society for Heart Transplantation >A novel non-invasive method to assess aortic valve opening in HeartMate II left ventricular assist device patients using a modified Karhunen-Loeve transformation.
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A novel non-invasive method to assess aortic valve opening in HeartMate II left ventricular assist device patients using a modified Karhunen-Loeve transformation.

机译:一种新颖的非侵入性方法,使用改良的Karhunen-Loeve变换评估HeartMate II左心室辅助设备患者的主动脉瓣打开。

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摘要

BACKGROUND: Thrombus formation on or near the aortic valve has been reported in HeartMate II (Thoratec, Pleasanton, CA) left ventricular assist device (LVAD) patients whose aortic valves do not open. With an akinetic valve, thrombogenesis is more likely. Thrombus formation may lead to neurologic events, placing the patient at greater risk. Aortic valve stenosis and/or regurgitation have also been observed with akinetic aortic valves. Assessing aortic valve opening is crucial when optimizing rotations per minute (rpm) to minimize embolic risk and aortic valve stenosis but presently relies solely on echocardiography, intermittent decreases in rpms to force aortic valve opening, and monitoring of pulse pressure. We hypothesized the electrical current waveforms of the HeartMate II would reveal whether the aortic valve was opening due to pressure changes in the left ventricle to allow for continuous monitoring and control of aortic valve opening ratios. METHODS: Electrical HeartMate II current waveforms of patients from 2008 to 2009 that were recorded at the time of echocardiograph procedures were analyzed using a modified Karhunen-Loeve transformation with a training set of electrical waveforms from 8,860 HeartMate II electrical current recordings from 2001 to 2009. RESULTS: The study included 6 patients. The electrical current magnitude of the projection of the electrical current waveforms onto the training set's eigenvectors was statistically significantly greater in 4 of the 6 patients when the aortic valve was closed, confirmed by echocardiography. The 2 patients who did not have a large increase in the magnitude had mild aortic valve regurgitation. CONCLUSION: Electrical current analysis for rotary non-pulsatile pumps is a means to develop a physiologic feedback algorithm for an auto-mode, which currently does not exist. Constant regulation and optimization of rotary non-pulsatile LVADs would minimize patients' risk for neurologic events and aortic valve stenosis.
机译:背景:在有主动脉瓣未打开的HeartMate II(Thoratec,Pleasanton,CA)的左心辅助装置(LVAD)患者中,已经报道了在主动脉瓣上或附近形成血栓的情况。使用运动瓣膜,血栓形成的可能性更高。血栓形成可能导致神经系统事件,使患者处于更大的风险中。使用动能性主动脉瓣还观察到主动脉瓣狭窄和/或反流。当优化每分钟旋转数(rpm)来最大程度地降低栓塞风险和主动脉瓣狭窄时,评估主动脉瓣打开至关重要,但是目前仅依靠超声心动图检查,间歇性降低rpm来迫使主动脉瓣打开,并监测脉搏压力。我们假设HeartMate II的电流波形将揭示主动脉瓣是否由于左心室的压力变化而打开,从而可以连续监测和控制主动脉瓣的开度。方法:使用改良的Karhunen-Loeve变换分析了超声心动图检查过程中记录的2008年至2009年患者的HeartMate II电流波形,该训练波形集来自2001年至2009年的8,860个HeartMate II电流记录。结果:该研究包括6例患者。经超声心动图证实,当主动脉瓣关闭时,在6例患者中有4例,电流波形在训练集特征向量上的投影的电流幅度在统计学上显着更大。 2例幅度没有明显增加的患者出现轻度主动脉瓣关闭不全。结论:旋转非脉动泵的电流分析是一种为自动模式开发生理反馈算法的方法,目前尚不存在。旋转非搏动性LVAD的持续调节和优化将使患者发生神经系统事件和主动脉瓣狭窄的风险降至最低。

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