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Updated: Mar 21, 2026

An Open-Source Normothermic Perfusion System Designed for Research Scientists
Published on: July 18, 2025
Model-based drug administration: current status of target-controlled infusion and closed-loop control
Merel H Kuizenga1, Hugo E M Vereecke, Michel M R F Struys
1aDepartment of Anesthesiology, University of Groningen, University Medical Center Groningen, The Netherlands bDepartment of Anaesthesia, Ghent University, Gent, Belgium.
Target-controlled infusion (TCI) and closed-loop drug administration systems are advancing. These technologies, integrating pharmacokinetic-dynamic (PK/PD) models and control engineering, show promise for optimizing anesthesia drug delivery.
Area of Science:
- Anesthesiology
- Pharmacokinetics and Pharmacodynamics
- Control Engineering
Background:
- Optimizing drug administration in anesthesia is crucial for patient safety and outcomes.
- Pharmacokinetic-dynamic (PK/PD) principles and control engineering offer advanced approaches to drug delivery.
- Target-controlled infusion (TCI) and closed-loop systems represent key innovations in this field.
Purpose of the Study:
- To provide an updated review of target-controlled infusion (TCI) and closed-loop computer-controlled drug administration.
- To discuss the current status and ongoing research in automated drug administration.
- To highlight the integration of PK/PD principles and control engineering in anesthesia.
Main Methods:
- Literature review of TCI and closed-loop drug administration systems.
- Analysis of current clinical applications and research findings.
- Evaluation of PK/PD model development and integration into drug delivery systems.
Main Results:
- TCI is a mature, safe technology with increasing clinical use, but requires adaptable PK/PD models for diverse populations.
- New PK/PD models are being developed for broader TCI application.
- Closed-loop hypnotic drug administration using EEG shows superiority over manual methods.
- Feasibility of closed-loop systems for multiple anesthetic components is demonstrated, but further research on safety and efficiency is needed.
Conclusions:
- Increasing evidence supports TCI and closed-loop systems as valuable tools for anesthesiologists.
- These technologies can assist in optimizing drug administration during anesthesia.
- Further research is required to fully establish the clinical safety and efficiency of advanced closed-loop systems.
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