Department IV-Modeling and Supporting of Internal Functions, Nalecz Institute of Biocybernetics and Biomedical Engineering Polish Academy of Sciences, Warsaw, Poland.
Medical Affairs, Baxter Deutschland GmbH, Unterschleissheim, Germany.
Artif Organs. 2022 Apr;46(4):677-687. doi: 10.1111/aor.14127. Epub 2021 Nov 29.
A retrospective analysis of SUPERNOVA trial data showed that reductions in tidal volume to ultraprotective levels without significant increases in arterial partial pressure of carbon dioxide (PaCO ) for critically ill, mechanically ventilated patients with acute respiratory distress syndrome (ARDS) depends on the rate of extracorporeal carbon dioxide removal (ECCO R).
We used a whole-body mathematical model of acid-base balance to quantify the effect of altering carbon dioxide (CO ) removal rates using different ECCO R devices to achieve target PaCO levels in ARDS patients. Specifically, we predicted the effect of using a new, larger surface area PrismaLung+ device instead of the original PrismaLung device on the results from two multicenter clinical studies in critically ill, mechanically ventilated ARDS patients.
After calibrating model parameters to the clinical study data using the PrismaLung device, model predictions determined optimal extracorporeal blood flow rates for the PrismaLung+ and mechanical ventilation frequencies to obtain target PaCO levels of 45 and 50 mm Hg in mild and moderate ARDS patients treated at a tidal volume of 3.98 ml/kg predicted body weight (PW). Comparable model predictions showed that reductions in tidal volumes below 6 ml/kg PBW may be difficult for acidotic highly severe ARDS patients with acute kidney injury and high CO production rates using a PrismaLung+ device in-series with a continuous venovenous hemofiltration device.
The described model provides guidance on achieving target PaCO levels in mechanically ventilated ARDS patients using protective and ultraprotective tidal volumes when increasing CO removal rates from ECCO R devices.
对 SUPERNOVA 试验数据的回顾性分析表明,对于患有急性呼吸窘迫综合征(ARDS)的危重症、机械通气患者,将潮气量降至超低水平,而动脉血二氧化碳分压(PaCO )无显著升高,这取决于体外二氧化碳清除(ECCO R)的速度。
我们使用酸碱平衡的全身数学模型来量化通过使用不同的 ECCO R 设备改变二氧化碳(CO)清除率以在 ARDS 患者中达到目标 PaCO 水平的效果。具体来说,我们预测了在危重症、机械通气 ARDS 患者的两项多中心临床研究中,使用新的、更大表面积的 PrismaLung+ 设备替代原始 PrismaLung 设备对结果的影响。
使用 PrismaLung 设备对模型参数进行校准后,模型预测确定了 PrismaLung+和机械通气的最佳体外血流速率,以在潮气量为 3.98 ml/kg 预测体重(PW)的轻度和中度 ARDS 患者中获得目标 PaCO 水平为 45 和 50 mmHg。类似的模型预测表明,对于酸中毒的高度严重 ARDS 患者,使用 PrismaLung+ 设备与连续静脉-静脉血液滤过设备串联,降低潮气量至 6 ml/kg 以下可能很困难,因为 CO 清除率增加,且 CO 产生率较高。
所描述的模型为使用保护性和超低潮气量机械通气 ARDS 患者提供了指导,以实现目标 PaCO 水平,同时增加 ECCO R 设备的 CO 清除率。