PERIOPERATIVE MEDICINE
Feasibility of Closed-loop Titration of Propofol and
Remifentanil Guided by the Spectral M-Entropy Monitor
Ngai Liu, M.D., Ph.D.,* Morgan Le Guen, M.D.,* Fatima Benabbes-Lambert, M.D.,†
Thierry Chazot, M.D.,* Bernard Trillat, M.Sc.,‡ Daniel I. Sessler, M.D.,§ Marc Fischler, M.D.
ABSTRACT
Background: This randomized controlled trial describes
automated coadministration of propofol and remifentanil,
guided by M-Entropy analysis of the electroencephalogram.
The authors tested the hypothesis that a novel dual-loop
controller with an M-Entropy monitor increases time spent
within predetermined target entropy ranges.
Methods: Patients scheduled for elective surgery were ran-
domly assigned in this single-blind study using a computer-
generated list, to either dual-loop control using a proportio-
nal-integral-derivative controller or skilled manual control of
propofol and remifentanil using target-controlled-infusion
systems. In each group, propofol and remifentanil adminis-
tration was titrated to a state entropy target of 50 and was
subsequently targeted to values between 40 and 60. The pri-
mary outcome was the global score, which included the percent-
age of state entropy or response entropy in the range 40 – 60, the
median absolute performance error and wobble. Data are pre-
sented as medians [interquartile range].
Results: Thirty patients assigned to the dual-loop group and
31 assigned to the manual group completed the study. The
dual-loop controller was able to provide induction and mainte-
nance for all patients. The Global Score of State Entropy was
better maintained with dual-loop than manual control (25 [19 –
53] vs. 44 [25–110], P = 0.043), and state entropy was more
frequently maintained in the range of 40 – 60 (80 [60 – 85] vs.
60 [35– 82]%, P = 0.046). Propofol (4.1 [2.9 – 4.9] vs. 4.5
[3.4 – 6.3] mg · kg
-1
·h
-1
) and remifentanil (0.18 [0.13–
0.24] vs. 0.19 [0.15– 0.26] g · kg
-1
· min
-1
) consumptions
and the incidence of somatic side effects were similar.
Conclusion: Intraoperative automated control of hypnosis
and analgesia guided by M-Entropy is clinically feasible and
more precise than skilled manual control.
I
N 1950, Mayo et al. reported that electrocortical activity
could be used to automatically titrate ether administra-
tion.
1
Subsequently, various signals including the median
frequency of the electroencephalogram power spectrum
2
and
* Associate Professor of Anesthesia, Service d’Anesthe ´sie,
Ho ˆpital Foch, Suresnes, France. † Assistant Professor of Anesthe-
sia, Service d’Anesthe ´sie, Ho ˆpital Foch. ‡ Informatics Engineer,
Service d’Informatique, Ho ˆpital Foch. § Professor of Anesthesia,
Department of Outcomes Research, Cleveland Clinic, Cleve-
land, Ohio. Professor and Chairman of Anesthesia, Service
d’Anesthe ´sie, Ho ˆpital Foch.
Received from Service d’Anesthe ´sie and Service d’Informatique,
Ho ˆpital Foch, Suresnes, France, and the Department of Outcomes
Research, Cleveland Clinic, Cleveland, Ohio. Submitted for publi-
cation May 18, 2011. Accepted for publication October 10, 2011.
Support was provided by the Service d’Anesthe ´sie, Ho ˆpital Foch
(Suresnes, France); Vaincre la Mucoviscidose (Paris, France); Alaris
Medical (Hampshire, United Kingdom), who loaned the Asena GH
infusion pumps to the study; and GE Healthcare (Helsinki, Finland),
who loaned the Entropy Module. N. Liu, T. Chazot and B. Trillat
have a patent in France for the gain constants in the control algo-
rithm (N°BFF08P669, Institut National de la Proprie ´te ´ Industrielle,
France). None of the other authors has a personal financial interest
in this research. Presented in part as an oral presentation at the
American Society of Anesthesiologists annual meeting, October 17,
2007, San Francisco, California.
Address correspondence to Dr. Fischler: Service d’Anesthe ´sie,
Ho ˆpital Foch, 40 rue Worth, 92150 Suresnes, France. m.fischler@
hopital-foch.org. Information on purchasing reprints may be found
at www.anesthesiology.org or on the masthead page at the begin-
ning of this issue. ANESTHESIOLOGY’s articles are made freely acces-
sible to all readers, for personal use only, 6 months from the cover
date of the issue.
Copyright © 2012, the American Society of Anesthesiologists, Inc. Lippincott
Williams & Wilkins. Anesthesiology 2012; 116:286 –95
What We Already Know about This Topic
• The use of electroencephalography to guide anesthetic ad-
ministration remains controversial
• M-Entropy analysis provides dual analyses with differential
sensitivities to hypnosis and analgesia
What This Article Tells Us That Is New
• Intraoperative automated propofol-remifentanil anesthesia
guided by M-Entropy is clinically feasible and more precise
than skilled manual control
This article is accompanied by an Editorial View. Please see:
Crosby G, Culley DJ: Processed electroencephalogram and
depth of anesthesia: Window to nowhere or into the brain?
ANESTHESIOLOGY 2012; 116:235–7.
Anesthesiology, V 116 • No 2 February 2012 286
Downloaded from anesthesiology.pubs.asahq.org by guest on 06/05/2020