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This version published online on June 5, 2007
Journal of Clinical Endocrinology & Metabolism, doi:10.1210/jc.2007-0434
A more recent version of this article appeared on August 1, 2007
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Submitted on March 2, 2007
Accepted on May 25, 2007

Blood glucose control by a model predictive control algorithm with variable sampling rate vs. a routine glucose management protocol in cardiac surgery patients: a randomized controlled trial

Roman Hovorka, Jaromir Kremen, Jan Blaha, Michal Matias, Katerina Anderlova, Lenka Bosanska, Tomas Roubicek, Malgorzata E Wilinska, Ludovic J Chassin, Stepan Svacina, and Martin Haluzik*

Department of Paediatrics, University of Cambridge, United Kingdom, 3rd Department of Medicine, Department of Anesthesia, Resuscitation and Intensive Medicine, 1st Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic

* To whom correspondence should be addressed. E-mail: mhalu{at}lf1.cuni.cz.

Context. Elevated blood glucose levels occur frequently in the critically ill. Tight glucose control by intensive insulin treatment markedly improves clinical outcome.

Objective and Design: Randomized controlled trial comparing blood glucose control by a laptop-based model predictive control algorithm with a variable sampling rate (eMPC) against a routine glucose management protocol (RMP) in peri- and postoperative period.

Setting: Department of Cardiac Surgery, University Hospital.

Patients. 60 elective cardiac surgery patients.

Interventions. Elective cardiac surgery and treatment with continuous insulin infusion (eMPC) or continuous insulin infusion combined with i.v. insulin boluses (RMP) to maintain euglycemia (target range 4.4 - 6.1 mmol/l). 30 patients were randomized for eMPC and 30 for RMP treatment. Blood glucose was measured in 1-4 hour intervals as requested by each algorithm during surgery and post-operatively over 24 hours.

Main Outcome Measures. Mean blood glucose, percentage of time in target range, hypoglycemia events.

Results. Mean blood glucose was 6.2 ± 1.1 mmol/l in the eMPC vs. 7.2 ± 1.1 mmol/l in RMP group (p<0.05); percentage of time in the target range was 60.4 ± 22.8% for the eMPC vs. 27.5 ± 16.2% for RMP group (p<0.05). No severe hypoglycemia (blood glucose bellow 2.9 mmol/l) occured during the study. Mean insulin infusion rate was 4.7 ± 3.3 in eMPC vs. 2.6 ± 1.7 IU/h in RMP (p<0.05). Mean sampling interval was 1.5 ± 0.3 vs. 2.1 ± 0.2 hours (p<0.05).

Conclusions. Compared to RMP, the eMPC algorithm was more effective and comparably safe in maintaining euglycemia in cardiac surgery patients.


Key words: critically ill • insulin resistance • intensive insulin therapy • computer algorithm







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