Literature DB >> 23668370

Robust closed-loop control of induction and maintenance of propofol anesthesia in children.

Nicholas West1, Guy A Dumont, Klaske van Heusden, Christian L Petersen, Sara Khosravi, Kristian Soltesz, Aryannah Umedaly, Eleanor Reimer, J Mark Ansermino.   

Abstract

BACKGROUND: During closed-loop control, a drug infusion is continually adjusted according to a measure of clinical effect (e.g., an electroencephalographic depth of hypnosis (DoH) index). Inconsistency in population-derived pediatric pharmacokinetic/pharmacodynamic models and the large interpatient variability observed in children suggest a role for closed-loop control in optimizing the administration of intravenous anesthesia.
OBJECTIVE: To clinically evaluate a robustly tuned system for closed-loop control of the induction and maintenance of propofol anesthesia in children undergoing gastrointestinal endoscopy.
METHODS: One hundred and eight children, aged 6-17, ASA I-II, were enrolled. Prior to induction of anesthesia, NeuroSENSE™ sensors were applied to obtain the WAVCNS DoH index. An intravenous cannula was inserted and lidocaine (0.5 mg·kg(-1) ) administered. Remifentanil was administered as a bolus (0.5 μg·kg(-1) ), followed by continuous infusion (0.03 μg·kg(-1) ·min(-1) ). The propofol infusion was closed-loop controlled throughout induction and maintenance of anesthesia, using WAVCNS as feedback.
RESULTS: Anesthesia was closed-loop controlled in 102 cases. The system achieved and maintained an adequate DoH without manual adjustment in 87/102 (85%) cases. Induction of anesthesia (to WAVCNS  ≤ 60) was completed in median 3.8 min (interquartile range (IQR) 3.1-5.0), culminating in a propofol effect-site concentration (Ce ) of median 3.5 μg·ml(-1) (IQR 2.7-4.5). During maintenance of anesthesia, WAVCNS was measured within 10 units of the target for median 89% (IQR 79-96) of the time. Spontaneous breathing required no manual intervention in 91/102 (89%) cases.
CONCLUSIONS: A robust closed-loop system can provide effective propofol administration during induction and maintenance of anesthesia in children. Wide variation in the calculated Ce highlights the limitation of open-loop regimes based on pharmacokinetic/pharmacodynamic models.
© 2013 John Wiley & Sons Ltd.

Entities:  

Keywords:  anesthetics; automation; drug delivery systems/methods; electroencephalography/drug effects; intravenous/administration & dosage; propofol/administration & dosage; software

Mesh:

Substances:

Year:  2013        PMID: 23668370     DOI: 10.1111/pan.12183

Source DB:  PubMed          Journal:  Paediatr Anaesth        ISSN: 1155-5645            Impact factor:   2.556


  8 in total

1.  Optimizing Robust PID Control of Propofol Anesthesia for Children: Design and Clinical Evaluation.

Authors:  Klaske van Heusden; Kristian Soltesz; Erin Cooke; Sonia Brodie; Nicholas West; Matthias Gorges; J Mark Ansermino; Guy A Dumont
Journal:  IEEE Trans Biomed Eng       Date:  2019-02-08       Impact factor: 4.538

2.  Robust control of burst suppression for medical coma.

Authors:  M Brandon Westover; Seong-Eun Kim; ShiNung Ching; Patrick L Purdon; Emery N Brown
Journal:  J Neural Eng       Date:  2015-05-28       Impact factor: 5.379

3.  Feedback control for clinicians.

Authors:  Guy A Dumont
Journal:  J Clin Monit Comput       Date:  2013-04-12       Impact factor: 2.502

4.  Adaptive fuzzy modeling of the hypnotic process in anesthesia.

Authors:  A Marrero; J A Méndez; J A Reboso; I Martín; J L Calvo
Journal:  J Clin Monit Comput       Date:  2016-04-12       Impact factor: 2.502

5.  Prevention of anesthesia-induced injection pain of propofol in pediatric anesthesia.

Authors:  Dabin Cheng; Lu Liu; Zheng Hu
Journal:  Pak J Med Sci       Date:  2017 May-Jun       Impact factor: 1.088

Review 6.  A Review of Modern Control Strategies for Clinical Evaluation of Propofol Anesthesia Administration Employing Hypnosis Level Regulation.

Authors:  Muhammad Ilyas; Muhammad Fasih Uddin Butt; Muhammad Bilal; Khalid Mahmood; Ali Khaqan; Raja Ali Riaz
Journal:  Biomed Res Int       Date:  2017-03-30       Impact factor: 3.411

7.  Control Law Design for Propofol Infusion to Regulate Depth of Hypnosis: A Nonlinear Control Strategy.

Authors:  Ali Khaqan; Muhammad Bilal; Muhammad Ilyas; Bilal Ijaz; Raja Ali Riaz
Journal:  Comput Math Methods Med       Date:  2016-04-27       Impact factor: 2.238

8.  Fully automated life support: an implementation and feasibility pilot study in healthy pigs.

Authors:  Wilfried Klingert; Jörg Peter; Christian Thiel; Karolin Thiel; Wolfgang Rosenstiel; Kathrin Klingert; Christian Grasshoff; Alfred Königsrainer; Martin Schenk
Journal:  Intensive Care Med Exp       Date:  2018-01-16
  8 in total

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