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Quantifying patient effort in spontaneously breathing patient using negative component of dynamic Elastance

机译:使用动态弹性的负分量量化自发呼吸患者的努力

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Respiratory mechanics of fully sedated patients can be easily estimated as the ventilator has full control of patient’s work of breathing. However, in spontaneously breathing patients or patients whose work of breathing is only partially assisted, respiratory mechanics estimation is much more difficult. This difficulty is caused by un-modelled and variable patient effort introduced into the system. The Time-varying elastance model is a model that can estimate respiratory mechanics of spontaneously breathing patients with use of dynamic elastance. The model has a negative elastance component where measured airway pressure is decreasing, yet the air is flowing into the lungs due to patient effort. In this study, quantification of the negative elastance component is studied. Airway flow, pressure and Electrical Activity of Diaphragm signals from 22 invasively ventilated patients using Pressure Support mode are used for this analysis. Two methods have been used to quantify negative elastance, the zero-crossing method and trapezoidal method. The estimated median values of negative elastance using the zero-crossing method is: -3.289 [Interquartile range (IQR: -4.803~-2.504] cmH 2 O/L and for trapezoidal method is: -1.899 [IQR: -2.362-1.664] cmH 2 O/L. The correlation between electrical activity of the diaphragm and negative elastance is very weak as the R values across patients are: -0.0697 [IQR: -0.4972~ -0.0255] for zero-crossing method and 0.0939 [IQR: -0.0293-0.3003] for trapezoidal method. Negative elastance is a conceptual component of the model and can be used to quantify patient demand. However, in this study, quantifying patient effort using negative elastance has little similarity to electrical activity of the diaphragm, as negative elastance appears to capture more than only patient effort. Further research is needed to use this metric to observe patient effort.
机译:由于呼吸机可以完全控制患者的呼吸功,因此可以很容易地估计出镇静剂患者的呼吸力学。但是,在自发呼吸的患者或仅部分协助呼吸工作的患者中,呼吸力学估计要困难得多。这种困难是由于引入系统的患者模型的建模不力和可变而引起的。时变弹性模型是可以使用动态弹性来估计自发呼吸患者的呼吸力学的模型。该模型具有负弹性分量,其中测得的气道压力正在降低,但由于患者的努力,空气仍流入肺中。在这项研究中,研究了负弹性成分的定量。使用压力支持模式的22位有创通气患者的气道流量,压力和膜片电活动信号用于此分析。已经使用了两种方法来量化负弹性,过零法和梯形法。使用零交叉法估计的负弹性的中间值是:-3.289 [四分位间距(IQR:-4.803〜-2.504] cmH 2 O / L,对于梯形法,则是:-1.899 [IQR:-2.362-1.664] cmH 2 O / L。隔膜的电活动与负弹性之间的相关性非常弱,因为患者的R值分别为:过零法的-0.0697 [IQR:-0.4972〜-0.0255]和0.0939 [IQR:-- [梯形法] [0.0293-0.3003]。负弹性是模型的概念性组成部分,可以用于量化患者需求,但是,在本研究中,使用负弹性来量化患者的努力与隔膜的电活动几乎没有相似之处,弹性似乎不仅可以捕获患者的努力,还需要进一步研究以使用该指标来观察患者的努力。

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