Department of Anesthesiology and Reanimation, Hospital Universitario de Canarias, La Laguna, Spain.
Acta Anaesthesiol Scand. 2012 Sep;56(8):1032-41. doi: 10.1111/j.1399-6576.2012.02738.x. Epub 2012 Jul 26.
This study describes the design of a hypnosis closed-loop control system with propofol. The controller used a proportional-integral (PI) algorithm with the bispectral index (BIS) as the feedback signal. Our hypothesis was that a PI closed-loop control could be applied in clinical practice safely keeping the BIS within a pre-determined target range.
The adjustment of the PI parameters was based on simulation. The procedure had three steps: obtaining a patient model using data from 12 patients, designing and adjusting the controller in simulation, and fine tuning the PI parameters in a pilot study (10 patients). The resulting controller was tested in 24 American Society of Anesthesiology (ASA) I-II patients. The controller directly decides the infusion rate of propofol, and no model is necessary in its online operation. The BIS target was set to 50. Remifentanil was used for analgesia.
We evaluated the efficiency and safety of the automatic feedback system. It worked properly in all the patients. The median performance error was -1.62, and the median absolute performance error was 11.03. Average propofol-normalized consumption was 5.3 ± 1.8 mg/kg/h. Mean percentage of BIS in the range 40-60 was 83%. Mean time to open eyes was 8 ± 4 min. Time to extubation was 9 ± 5 min. Hemodynamic adverse event or intraoperative awareness were not recorded.
The closed-loop system was able to maintain the BIS within an acceptable range of levels. The control of a propofol infusion guided by the BIS is feasible without hemodynamic instability in ASA I/II patients.
本研究描述了一种基于丙泊酚的催眠闭环控制系统的设计。该控制器使用比例-积分(PI)算法,以脑电双频指数(BIS)作为反馈信号。我们的假设是,PI 闭环控制可以安全地应用于临床实践,使 BIS 保持在预定的目标范围内。
PI 参数的调整基于模拟。该过程分为三个步骤:使用 12 名患者的数据获得患者模型,在模拟中设计和调整控制器,以及在初步研究(10 名患者)中微调 PI 参数。所得控制器在 24 名美国麻醉医师协会(ASA)I-II 级患者中进行了测试。控制器直接决定丙泊酚的输注率,在线操作时不需要模型。BIS 目标设定为 50。瑞芬太尼用于镇痛。
我们评估了自动反馈系统的效率和安全性。它在所有患者中都能正常工作。中位性能误差为-1.62,中位绝对性能误差为 11.03。平均丙泊酚归一化消耗量为 5.3±1.8mg/kg/h。BIS 在 40-60 范围内的平均百分比为 83%。睁眼平均时间为 8±4min。拔管时间为 9±5min。未记录到血流动力学不良事件或术中意识。
闭环系统能够将 BIS 维持在可接受的水平范围内。在 ASA I/II 级患者中,在没有血流动力学不稳定的情况下,使用 BIS 指导丙泊酚输注是可行的。