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Published in: Critical Care 1/2017

Open Access 01-12-2017 | Research

Software-guided versus nurse-directed blood glucose control in critically ill patients: the LOGIC-2 multicenter randomized controlled clinical trial

Authors: Jasperina Dubois, Tom Van Herpe, Roosmarijn T. van Hooijdonk, Ruben Wouters, Domien Coart, Pieter Wouters, Aimé Van Assche, Guy Veraghtert, Bart De Moor, Joost Wauters, Alexander Wilmer, Marcus J. Schultz, Greet Van den Berghe, Dieter Mesotten

Published in: Critical Care | Issue 1/2017

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Abstract

Background

Blood glucose control in the intensive care unit (ICU) has the potential to save lives. However, maintaining blood glucose concentrations within a chosen target range is difficult in clinical practice and holds risk of potentially harmful hypoglycemia. Clinically validated computer algorithms to guide insulin dosing by nurses have been advocated for better and safer blood glucose control.

Methods

We conducted an international, multicenter, randomized controlled trial involving 1550 adult, medical and surgical critically ill patients, requiring blood glucose control. Patients were randomly assigned to algorithm-guided blood glucose control (LOGIC-C, n = 777) or blood glucose control by trained nurses (Nurse-C, n = 773) during ICU stay, according to the local target range (80–110 mg/dL or 90–145 mg/dL). The primary outcome measure was the quality of blood glucose control, assessed by the glycemic penalty index (GPI), a measure that penalizes hypoglycemic and hyperglycemic deviations from the chosen target range. Incidence of severe hypoglycemia (<40 mg/dL) was the main safety outcome measure. New infections in ICU, duration of hospital stay, landmark 90-day mortality and quality of life were clinical safety outcome measures.

Results

The median GPI was lower in the LOGIC-C (10.8 IQR 6.2–16.1) than in the Nurse-C group (17.1 IQR 10.6–26.2) (P < 0.001). Mean blood glucose was 111 mg/dL (SD 15) in LOCIC-C versus 119 mg/dL (SD 21) in Nurse-C, whereas the median time-in-target range was 67.0% (IQR 52.1–80.1) in LOGIC-C versus 47.1% (IQR 28.1–65.0) in the Nurse-C group (both P < 0.001). The fraction of patients with severe hypoglycemia did not differ between LOGIC-C (0.9%) and Nurse-C (1.2%) (P = 0.6). The clinical safety outcomes did not differ between groups. The sampling interval was 2.3 h (SD 0.5) in the LOGIC-C group versus 3.0 h (SD 0.8) in the Nurse-C group (P < 0.001).

Conclusions

In a randomized controlled trial of a mixed critically ill patient population, the use of the LOGIC-Insulin blood glucose control algorithm, compared with blood glucose control by expert nurses, improved the quality of blood glucose control without increasing hypoglycemia.

Trial registration

ClinicalTrials.gov, NCT02056353. Registered on 4 February 2014.
Appendix
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Literature
1.
go back to reference Siegelaar SE, Hermanides J, Oudemans-van Straaten HM, van der Voort PH, Bosman RJ, Zandstra DF, et al. Mean glucose during ICU admission is related to mortality by a U-shaped curve in surgical and medical patients: a retrospective cohort study. Crit Care. 2010;14(6):R224.CrossRefPubMedPubMedCentral Siegelaar SE, Hermanides J, Oudemans-van Straaten HM, van der Voort PH, Bosman RJ, Zandstra DF, et al. Mean glucose during ICU admission is related to mortality by a U-shaped curve in surgical and medical patients: a retrospective cohort study. Crit Care. 2010;14(6):R224.CrossRefPubMedPubMedCentral
2.
go back to reference Van den Berghe G, Wouters P, Weekers F, Verwaest C, Bruyninckx F, Schetz M, et al. Intensive insulin therapy in the critically ill patients. N Engl J Med. 2001;345(19):1359–67.CrossRefPubMed Van den Berghe G, Wouters P, Weekers F, Verwaest C, Bruyninckx F, Schetz M, et al. Intensive insulin therapy in the critically ill patients. N Engl J Med. 2001;345(19):1359–67.CrossRefPubMed
3.
go back to reference Van den Berghe G, Wilmer A, Hermans G, Meersseman W, Wouters PJ, Milants I, et al. Intensive insulin therapy in the medical ICU. N Engl J Med. 2006;354(5):449–61.CrossRefPubMed Van den Berghe G, Wilmer A, Hermans G, Meersseman W, Wouters PJ, Milants I, et al. Intensive insulin therapy in the medical ICU. N Engl J Med. 2006;354(5):449–61.CrossRefPubMed
4.
go back to reference Vlasselaers D, Milants I, Desmet L, Wouters PJ, Vanhorebeek I, van den Heuvel I, et al. Intensive insulin therapy for patients in paediatric intensive care: a prospective, randomised controlled study. Lancet. 2009;373(9663):547–56.CrossRefPubMed Vlasselaers D, Milants I, Desmet L, Wouters PJ, Vanhorebeek I, van den Heuvel I, et al. Intensive insulin therapy for patients in paediatric intensive care: a prospective, randomised controlled study. Lancet. 2009;373(9663):547–56.CrossRefPubMed
5.
go back to reference Krinsley JS. Effect of an intensive glucose management protocol on the mortality of critically ill adult patients. Mayo Clin Proc. 2004;79(8):992–1000.CrossRefPubMed Krinsley JS. Effect of an intensive glucose management protocol on the mortality of critically ill adult patients. Mayo Clin Proc. 2004;79(8):992–1000.CrossRefPubMed
6.
go back to reference Furnary AP, Cheek DB, Holmes SC, Howell WL, Kelly SP. Achieving tight glycemic control in the operating room: lessons learned from 12 years in the trenches of a paradigm shift in anesthetic care. Semin Thorac Cardiovasc Surg. 2006;18(4):339–45.CrossRefPubMed Furnary AP, Cheek DB, Holmes SC, Howell WL, Kelly SP. Achieving tight glycemic control in the operating room: lessons learned from 12 years in the trenches of a paradigm shift in anesthetic care. Semin Thorac Cardiovasc Surg. 2006;18(4):339–45.CrossRefPubMed
7.
go back to reference Finfer S, Chittock DR, Su SY, Blair D, Foster D, Dhingra V, et al. Intensive versus conventional glucose control in critically ill patients. N Engl J Med. 2009;360(13):1283–97.CrossRefPubMed Finfer S, Chittock DR, Su SY, Blair D, Foster D, Dhingra V, et al. Intensive versus conventional glucose control in critically ill patients. N Engl J Med. 2009;360(13):1283–97.CrossRefPubMed
8.
go back to reference Preiser JC, Devos P, Ruiz-Santana S, Melot C, Annane D, Groeneveld J, et al. A prospective randomised multi-centre controlled trial on tight glucose control by intensive insulin therapy in adult intensive care units: the Glucontrol study. Intensive Care Med. 2009;35(10):1738–48.CrossRefPubMed Preiser JC, Devos P, Ruiz-Santana S, Melot C, Annane D, Groeneveld J, et al. A prospective randomised multi-centre controlled trial on tight glucose control by intensive insulin therapy in adult intensive care units: the Glucontrol study. Intensive Care Med. 2009;35(10):1738–48.CrossRefPubMed
9.
go back to reference Brunkhorst FM, Engel C, Bloos F, Meier-Hellmann A, Ragaller M, Weiler N, et al. Intensive insulin therapy and pentastarch resuscitation in severe sepsis. N Engl J Med. 2008;358(2):125–39.CrossRefPubMed Brunkhorst FM, Engel C, Bloos F, Meier-Hellmann A, Ragaller M, Weiler N, et al. Intensive insulin therapy and pentastarch resuscitation in severe sepsis. N Engl J Med. 2008;358(2):125–39.CrossRefPubMed
10.
go back to reference Jacobi J, Bircher N, Krinsley J, Agus M, Braithwaite SS, Deutschman C, et al. Guidelines for the use of an insulin infusion for the management of hyperglycemia in critically ill patients. Crit Care Med. 2012;40(12):3251–76.CrossRefPubMed Jacobi J, Bircher N, Krinsley J, Agus M, Braithwaite SS, Deutschman C, et al. Guidelines for the use of an insulin infusion for the management of hyperglycemia in critically ill patients. Crit Care Med. 2012;40(12):3251–76.CrossRefPubMed
11.
go back to reference Mesotten D, Preiser JC, Kosiborod M. Glucose management in critically ill adults and children. Lancet Diabetes Endocrinol. 2015;3(9):723–33.CrossRefPubMed Mesotten D, Preiser JC, Kosiborod M. Glucose management in critically ill adults and children. Lancet Diabetes Endocrinol. 2015;3(9):723–33.CrossRefPubMed
12.
go back to reference American Diabetes A. (13) Diabetes care in the hospital, nursing home, and skilled nursing facility. Diabetes Care. 2015;38(Suppl):S80–5.CrossRef American Diabetes A. (13) Diabetes care in the hospital, nursing home, and skilled nursing facility. Diabetes Care. 2015;38(Suppl):S80–5.CrossRef
13.
go back to reference Finfer S, Liu B, Chittock DR, Norton R, Myburgh JA, McArthur C, et al. Hypoglycemia and risk of death in critically ill patients. N Engl J Med. 2012;367(12):1108–18.CrossRefPubMed Finfer S, Liu B, Chittock DR, Norton R, Myburgh JA, McArthur C, et al. Hypoglycemia and risk of death in critically ill patients. N Engl J Med. 2012;367(12):1108–18.CrossRefPubMed
14.
go back to reference Krinsley JS. Understanding glycemic control in the critically ill: three domains are better than one. Intensive Care Med. 2011;37(3):382–4.CrossRefPubMed Krinsley JS. Understanding glycemic control in the critically ill: three domains are better than one. Intensive Care Med. 2011;37(3):382–4.CrossRefPubMed
15.
go back to reference Mesotten D, Van den Berghe G. Glycemic targets and approaches to management of the patient with critical illness. Curr Diab Rep. 2012;12(1):101–7.CrossRefPubMed Mesotten D, Van den Berghe G. Glycemic targets and approaches to management of the patient with critical illness. Curr Diab Rep. 2012;12(1):101–7.CrossRefPubMed
16.
go back to reference Kavanagh BP, McCowen KC. Clinical practice. Glycemic control in the ICU. N Engl J Med. 2010;363(26):2540–6.CrossRefPubMed Kavanagh BP, McCowen KC. Clinical practice. Glycemic control in the ICU. N Engl J Med. 2010;363(26):2540–6.CrossRefPubMed
17.
go back to reference Saur NM, Kongable GL, Holewinski S, O’Brien K, Nasraway Jr SA. Software-guided insulin dosing: tight glycemic control and decreased glycemic derangements in critically ill patients. May Clin Proc. 2013;88(9):920–9.CrossRef Saur NM, Kongable GL, Holewinski S, O’Brien K, Nasraway Jr SA. Software-guided insulin dosing: tight glycemic control and decreased glycemic derangements in critically ill patients. May Clin Proc. 2013;88(9):920–9.CrossRef
18.
19.
go back to reference Davidson PC, Steed RD, Bode BW. Glucommander: a computer-directed intravenous insulin system shown to be safe, simple, and effective in 120,618 h of operation. Diabetes Care. 2005;28(10):2418–23.CrossRefPubMed Davidson PC, Steed RD, Bode BW. Glucommander: a computer-directed intravenous insulin system shown to be safe, simple, and effective in 120,618 h of operation. Diabetes Care. 2005;28(10):2418–23.CrossRefPubMed
20.
go back to reference Saager L, Collins GL, Burnside B, Tymkew H, Zhang L, Jacobsohn E, et al. A randomized study in diabetic patients undergoing cardiac surgery comparing computer-guided glucose management with a standard sliding scale protocol. J Cardiothorac Vasc Anesth. 2008;22(3):377–82.CrossRefPubMed Saager L, Collins GL, Burnside B, Tymkew H, Zhang L, Jacobsohn E, et al. A randomized study in diabetic patients undergoing cardiac surgery comparing computer-guided glucose management with a standard sliding scale protocol. J Cardiothorac Vasc Anesth. 2008;22(3):377–82.CrossRefPubMed
21.
go back to reference Cordingley JJ, Vlasselaers D, Dormand NC, Wouters PJ, Squire SD, Chassin LJ, et al. Intensive insulin therapy: enhanced Model Predictive Control algorithm versus standard care. Intensive Care Med. 2009;35(1):123–8.CrossRefPubMed Cordingley JJ, Vlasselaers D, Dormand NC, Wouters PJ, Squire SD, Chassin LJ, et al. Intensive insulin therapy: enhanced Model Predictive Control algorithm versus standard care. Intensive Care Med. 2009;35(1):123–8.CrossRefPubMed
22.
go back to reference Juneja R, Roudebush C, Kumar N, Macy A, Golas A, Wall D, et al. Utilization of a computerized intravenous insulin infusion program to control blood glucose in the intensive care unit. Diabetes Technol Ther. 2007;9(3):232–40.CrossRefPubMed Juneja R, Roudebush C, Kumar N, Macy A, Golas A, Wall D, et al. Utilization of a computerized intravenous insulin infusion program to control blood glucose in the intensive care unit. Diabetes Technol Ther. 2007;9(3):232–40.CrossRefPubMed
23.
go back to reference Cochran S, Miller E, Dunn K, et al. EndoTool software for tight glucose control for critically ill patients. Crit Care Med. 2006;34 Suppl 2:A68.CrossRef Cochran S, Miller E, Dunn K, et al. EndoTool software for tight glucose control for critically ill patients. Crit Care Med. 2006;34 Suppl 2:A68.CrossRef
24.
go back to reference Stewart KW, Pretty CG, Tomlinson H, Thomas FL, Homlok J, et al. Safety, efficacy and clinical generalization of the STAR protocol: a retrospective analysis. Ann Intensive Care. 2016;6(1):24.CrossRefPubMedPubMedCentral Stewart KW, Pretty CG, Tomlinson H, Thomas FL, Homlok J, et al. Safety, efficacy and clinical generalization of the STAR protocol: a retrospective analysis. Ann Intensive Care. 2016;6(1):24.CrossRefPubMedPubMedCentral
25.
go back to reference Van Herpe T, Mesotten D, Wouters PJ, Herbots J, Voets E, Buyens J, et al. LOGIC-insulin algorithm-guided versus nurse-directed blood glucose control during critical illness: the LOGIC-1 single-center, randomized, controlled clinical trial. Diabetes Care. 2013;36(2):188–94.CrossRefPubMedPubMedCentral Van Herpe T, Mesotten D, Wouters PJ, Herbots J, Voets E, Buyens J, et al. LOGIC-insulin algorithm-guided versus nurse-directed blood glucose control during critical illness: the LOGIC-1 single-center, randomized, controlled clinical trial. Diabetes Care. 2013;36(2):188–94.CrossRefPubMedPubMedCentral
26.
go back to reference Van den Berghe G, Berckmans D, Aerts J-M, De Moor B, Pluymers B, De Smet F. Automatic infusion system based on an adaptive patient model. Patent US2005/0171503 2005. Van den Berghe G, Berckmans D, Aerts J-M, De Moor B, Pluymers B, De Smet F. Automatic infusion system based on an adaptive patient model. Patent US2005/0171503 2005.
27.
go back to reference Van Herpe T, De Brabanter J, Beullens M, De Moor B, Van den Berghe G. Glycemic penalty index for adequately assessing and comparing different blood glucose control algorithms. Crit Care. 2008;12(1):R24.CrossRefPubMedPubMedCentral Van Herpe T, De Brabanter J, Beullens M, De Moor B, Van den Berghe G. Glycemic penalty index for adequately assessing and comparing different blood glucose control algorithms. Crit Care. 2008;12(1):R24.CrossRefPubMedPubMedCentral
28.
go back to reference Finfer S, Wernerman J, Preiser JC, Cass T, Desaive T, Hovorka R, et al. Clinical review: Consensus recommendations on measurement of blood glucose and reporting glycemic control in critically ill adults. Crit Care. 2013;17(3):229.CrossRefPubMedPubMedCentral Finfer S, Wernerman J, Preiser JC, Cass T, Desaive T, Hovorka R, et al. Clinical review: Consensus recommendations on measurement of blood glucose and reporting glycemic control in critically ill adults. Crit Care. 2013;17(3):229.CrossRefPubMedPubMedCentral
29.
go back to reference Bone RC, Balk RA, Cerra FB, Dellinger RP, Fein AM, Knaus WA, et al. Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. The ACCP/SCCM Consensus Conference Committee. American College of Chest Physicians/Society of Critical Care Medicine. Chest. 1992;101(6):1644–55.CrossRefPubMed Bone RC, Balk RA, Cerra FB, Dellinger RP, Fein AM, Knaus WA, et al. Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. The ACCP/SCCM Consensus Conference Committee. American College of Chest Physicians/Society of Critical Care Medicine. Chest. 1992;101(6):1644–55.CrossRefPubMed
30.
go back to reference Efron B, Tibshirani R. Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Statist Sci. 1986;1(1):54–75.CrossRef Efron B, Tibshirani R. Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy. Statist Sci. 1986;1(1):54–75.CrossRef
31.
go back to reference Kalfon P, Giraudeau B, Ichai C, Guerrini A, Brechot N, Cinotti R, et al. Tight computerized versus conventional glucose control in the ICU: a randomized controlled trial. Intensive Care Med. 2014;40(2):171–81.CrossRefPubMed Kalfon P, Giraudeau B, Ichai C, Guerrini A, Brechot N, Cinotti R, et al. Tight computerized versus conventional glucose control in the ICU: a randomized controlled trial. Intensive Care Med. 2014;40(2):171–81.CrossRefPubMed
32.
go back to reference Amrein K, Kachel N, Fries H, Hovorka R, Pieber TR, Plank J, et al. Glucose control in intensive care: usability, efficacy and safety of Space GlucoseControl in two medical European intensive care units. BMC Endocr Disord. 2014;14:62.CrossRefPubMedPubMedCentral Amrein K, Kachel N, Fries H, Hovorka R, Pieber TR, Plank J, et al. Glucose control in intensive care: usability, efficacy and safety of Space GlucoseControl in two medical European intensive care units. BMC Endocr Disord. 2014;14:62.CrossRefPubMedPubMedCentral
33.
go back to reference Ng LS, Curley MA. "One more thing to think about…" Cognitive burden experienced by intensive care unit nurses when implementing a tight glucose control protocol. J Diabetes Sci Technol. 2012;6(1):58–64.CrossRefPubMedPubMedCentral Ng LS, Curley MA. "One more thing to think about…" Cognitive burden experienced by intensive care unit nurses when implementing a tight glucose control protocol. J Diabetes Sci Technol. 2012;6(1):58–64.CrossRefPubMedPubMedCentral
34.
go back to reference Umpierrez G, Cardona S, Pasquel F, Jacobs S, Peng L, Unigwe M, et al. Randomized controlled trial of intensive versus conservative glucose control in patients undergoing coronary artery bypass graft surgery: GLUCO-CABG trial. Diabetes Care. 2015;38(9):1665–72.CrossRefPubMedPubMedCentral Umpierrez G, Cardona S, Pasquel F, Jacobs S, Peng L, Unigwe M, et al. Randomized controlled trial of intensive versus conservative glucose control in patients undergoing coronary artery bypass graft surgery: GLUCO-CABG trial. Diabetes Care. 2015;38(9):1665–72.CrossRefPubMedPubMedCentral
Metadata
Title
Software-guided versus nurse-directed blood glucose control in critically ill patients: the LOGIC-2 multicenter randomized controlled clinical trial
Authors
Jasperina Dubois
Tom Van Herpe
Roosmarijn T. van Hooijdonk
Ruben Wouters
Domien Coart
Pieter Wouters
Aimé Van Assche
Guy Veraghtert
Bart De Moor
Joost Wauters
Alexander Wilmer
Marcus J. Schultz
Greet Van den Berghe
Dieter Mesotten
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Critical Care / Issue 1/2017
Electronic ISSN: 1364-8535
DOI
https://doi.org/10.1186/s13054-017-1799-6

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