Design and implementation of a closed-loop control system for infusion of propofol guided by bispectral index (BIS)

被引:34
作者
Reboso, J. A. [1 ]
Mendez, J. A. [2 ]
Reboso, H. J. [2 ]
Leon, A. M. [1 ]
机构
[1] Hosp Univ Canarias, Dept Anesthesiol & Reanimat, San Cristobal la Laguna, Spain
[2] Univ La Laguna, Dept Syst Engn & Automat & Comp Architecture & Te, E-38207 San Cristobal la Laguna, Spain
关键词
TARGET-CONTROLLED INFUSION; ANESTHESIA; REMIFENTANIL; PERFORMANCE; TITRATION; INDUCTION; HYPNOSIS;
D O I
10.1111/j.1399-6576.2012.02738.x
中图分类号
R614 [麻醉学];
学科分类号
100217 ;
摘要
Background 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. Methods 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) III 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. Results 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 4060 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. Conclusions 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.
引用
收藏
页码:1032 / 1041
页数:10
相关论文
共 32 条
[1]   Closed-loop control of propofol anaesthesia using bispectral index™:: performance assessment in patients receiving computer-controlled propofol and manually controlled remifentanil infusions for minor surgery [J].
Absalom, AR ;
Kenny, GNC .
BRITISH JOURNAL OF ANAESTHESIA, 2003, 90 (06) :737-741
[2]   Comparison of closed loop vs. manual administration of propofol using the Bispectral index in cardiac surgery [J].
Agarwal, J. ;
Puri, G. D. ;
Mathew, P. J. .
ACTA ANAESTHESIOLOGICA SCANDINAVICA, 2009, 53 (03) :390-397
[3]   Adaptive computer control of anesthesia in humans [J].
Albino Mendez, Juan ;
Torres, Santiago ;
Antonio Reboso, Jose ;
Reboso, Hector .
COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2009, 12 (06) :727-734
[4]   Practical Use of the Raw Electroencephalogram Waveform During General Anesthesia: The Art and Science [J].
Bennett, Cambell ;
Voss, Logan J. ;
Barnard, John P. M. ;
Sleigh, James W. .
ANESTHESIA AND ANALGESIA, 2009, 109 (02) :539-550
[5]   Pharmacodynamic interaction between propofol and remifentanil regarding hypnosis, tolerance of laryngoscopy, bispectral index, and electroencephalographic approximate entropy [J].
Bouillon, TW ;
Bruhn, J ;
Radulescu, L ;
Andresen, C ;
Shafer, TJ ;
Cohane, C ;
Shafer, SL .
ANESTHESIOLOGY, 2004, 100 (06) :1353-1372
[6]   Bispectral index monitoring allows faster emergence and improved recovery from propofol, alfentanil, and nitrous oxide anesthesia [J].
Gan, TJ ;
Glass, PS ;
Windsor, A ;
Payne, F ;
Rosow, C ;
Sebel, P ;
Manberg, P ;
Howell, S ;
Sanderson, I ;
Ray, J ;
Elidrissi, C ;
Wilkes, N ;
Calhoun, P ;
Connors, P ;
Alfille, P ;
Shapiro, L ;
Denman, W ;
Dershwitz, M ;
Clifford, J ;
Embree, P ;
Sigl, J .
ANESTHESIOLOGY, 1997, 87 (04) :808-815
[7]  
Hemmerling TM, 2010, CAN J ANESTH, V57, P725, DOI 10.1007/s12630-010-9335-z
[8]   Automated anesthesia [J].
Hemmerling, Thomas M. .
CURRENT OPINION IN ANESTHESIOLOGY, 2009, 22 (06) :757-763
[9]  
Hemmerling TM, 2007, ADV ANESTHESIA, V25, P17
[10]   A MODEL FOR TECHNOLOGY-ASSESSMENT AS APPLIED TO CLOSED-LOOP INFUSION SYSTEMS [J].
JASTREMSKI, M ;
JASTREMSKI, C ;
SHEPHERD, M ;
FRIEDMAN, V ;
POREMBKA, D ;
SMITH, R ;
GONZALES, E ;
SWEDLOW, D ;
BELZBERG, H ;
CRASS, R ;
JANNETT, T ;
RICHARDS, E ;
THYS, D ;
WOODS, D .
CRITICAL CARE MEDICINE, 1995, 23 (10) :1745-1755