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Published in: Intensive Care Medicine 1/2017

01-01-2017 | Systematic Review

The optimal target for acute glycemic control in critically ill patients: a network meta-analysis

Authors: Tomoaki Yatabe, Shigeaki Inoue, Masahiko Sakaguchi, Moritoki Egi

Published in: Intensive Care Medicine | Issue 1/2017

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Abstract

Purpose

The optimal target blood glucose concentration for acute glycemic control remains unclear because few studies have directly compared 144–180 with 110–144 or >180 mg/dL. Accordingly, we performed a network meta-analysis to compare four different target blood glucose levels (<110, 110–144, 144–180, and >180 mg/dL) in terms of the benefit and risk of insulin therapy.

Methods

We included all of the studies from three systematic reviews and searched the PubMed and Cochrane databases for other studies investigating glucose targets among critically ill patients. The primary outcome was hospital mortality, and the secondary outcomes were sepsis or bloodstream infection and the risk of hypoglycemia. Network meta-analysis to identify an optimal target glucose concentration.

Results

The network meta-analysis included 18,098 patients from 35 studies. There were no significant differences in the risk of mortality and infection among the four blood glucose ranges overall or in subgroup analysis. Conversely, target concentrations of <110 and 110–144 mg/dL were associated with a four to ninefold increase in the risk of hypoglycemia compared with 144–180 and >180 mg/dL. However, there were no significant differences between the target concentrations of 144–180 and >180 mg/dL.

Conclusions

This network meta-analysis found no significant difference in the risk of mortality and infection among four target blood glucose ranges in critically ill patients, but indicated that target blood glucose levels of <110 and 110–144 mg/dL were associated with a higher risk of hypoglycemia than target levels of 144–180 and >180 mg/dL. Further studies are required to refute or confirm our findings.
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Literature
2.
go back to reference van den Berghe G, Wouters P, Weekers F, Verwaest C, Bruyninckx F, Schetz M, Vlasselaers D, Ferdinande P, Lauwers P, Bouillon R (2001) Intensive insulin therapy in critically ill patients. N Engl J Med 345:1359–1367CrossRefPubMed van den Berghe G, Wouters P, Weekers F, Verwaest C, Bruyninckx F, Schetz M, Vlasselaers D, Ferdinande P, Lauwers P, Bouillon R (2001) Intensive insulin therapy in critically ill patients. N Engl J Med 345:1359–1367CrossRefPubMed
3.
go back to reference Krinsley JS (2004) Effect of an intensive glucose management protocol on the mortality of critically ill adult patients. Mayo Clin Proc 79:992–1000CrossRefPubMed Krinsley JS (2004) Effect of an intensive glucose management protocol on the mortality of critically ill adult patients. Mayo Clin Proc 79:992–1000CrossRefPubMed
4.
go back to reference Van den Berghe G, Wilmer A, Hermans G, Meersseman W, Wouters PJ, Milants I, Van Wijngaerden E, Bobbaers H, Bouillon R (2006) Intensive insulin therapy in the medical ICU. N Engl J Med 354:449–461CrossRefPubMed Van den Berghe G, Wilmer A, Hermans G, Meersseman W, Wouters PJ, Milants I, Van Wijngaerden E, Bobbaers H, Bouillon R (2006) Intensive insulin therapy in the medical ICU. N Engl J Med 354:449–461CrossRefPubMed
8.
go back to reference NICE-SUGAR Study Investigators, Finfer S, Liu B, Chittock DR et al (2012) Hypoglycemia and risk of death in critically ill patients. N Engl J Med 367:1108–1118CrossRef NICE-SUGAR Study Investigators, Finfer S, Liu B, Chittock DR et al (2012) Hypoglycemia and risk of death in critically ill patients. N Engl J Med 367:1108–1118CrossRef
9.
go back to reference NICE-SUGAR Study Investigators, Finfer S, Chittock DR, Su SY et al (2009) Intensive versus conventional glucose control in critically ill patients. N Engl J Med 360:1283–1297. doi:10.1056/NEJMoa0810625 CrossRef NICE-SUGAR Study Investigators, Finfer S, Chittock DR, Su SY et al (2009) Intensive versus conventional glucose control in critically ill patients. N Engl J Med 360:1283–1297. doi:10.​1056/​NEJMoa0810625 CrossRef
12.
go back to reference Song F, Zhong LJ, Han L, Xie GH, Xiao C, Zhao B, Hu YQ, Wang SY, Qin CJ, Zhang Y, Lai DM, Cui P, Fang XM (2014) Intensive insulin therapy for septic patients: a meta-analysis of randomized controlled trials. Biomed Res Int 2014:698265. doi:10.1155/2014/698265 PubMedPubMedCentral Song F, Zhong LJ, Han L, Xie GH, Xiao C, Zhao B, Hu YQ, Wang SY, Qin CJ, Zhang Y, Lai DM, Cui P, Fang XM (2014) Intensive insulin therapy for septic patients: a meta-analysis of randomized controlled trials. Biomed Res Int 2014:698265. doi:10.​1155/​2014/​698265 PubMedPubMedCentral
13.
go back to reference Skapinakis P, Caldwell DM, Hollingworth W, Bryden P, Fineberg NA, Salkovskis P, Welton NJ, Baxter H, Kessler D, Churchill R, Lewis G (2016) Pharmacological and psychotherapeutic interventions for management of obsessive–compulsive disorder in adults: a systematic review and network meta-analysis. Lancet Psychiatry. doi:10.1016/S2215-0366(16)30069-4 Skapinakis P, Caldwell DM, Hollingworth W, Bryden P, Fineberg NA, Salkovskis P, Welton NJ, Baxter H, Kessler D, Churchill R, Lewis G (2016) Pharmacological and psychotherapeutic interventions for management of obsessive–compulsive disorder in adults: a systematic review and network meta-analysis. Lancet Psychiatry. doi:10.​1016/​S2215-0366(16)30069-4
14.
go back to reference Singh JA, Hossain A, Tanjong Ghogomu E, Kotb A, Christensen R, Mudano AS, Maxwell LJ, Shah NP, Tugwell P, Wells G (2016) Biologics or tofacitinib for rheumatoid arthritis in incomplete responders to methotrexate or other traditional disease-modifying anti-rheumatic drugs: a systematic review and network meta-analysis. Cochrane Database Syst Rev 13:CD012183. doi:10.1002/14651858.CD012183 Singh JA, Hossain A, Tanjong Ghogomu E, Kotb A, Christensen R, Mudano AS, Maxwell LJ, Shah NP, Tugwell P, Wells G (2016) Biologics or tofacitinib for rheumatoid arthritis in incomplete responders to methotrexate or other traditional disease-modifying anti-rheumatic drugs: a systematic review and network meta-analysis. Cochrane Database Syst Rev 13:CD012183. doi:10.​1002/​14651858.​CD012183
21.
go back to reference Higgins JP, Thompson SG (2002) Quantifying heterogeneity in a meta-analysis. Stat Med 21:1539–1558CrossRefPubMed Higgins JP, Thompson SG (2002) Quantifying heterogeneity in a meta-analysis. Stat Med 21:1539–1558CrossRefPubMed
22.
go back to reference Yin S, Zhang D, Du H, Du H, Yin Z, Qiu Y (2015) Is there any difference in survivorship of total hip arthroplasty with different bearing surfaces? A systematic review and network meta-analysis. Int J Clin Exp Med 8:21871–21885PubMedPubMedCentral Yin S, Zhang D, Du H, Du H, Yin Z, Qiu Y (2015) Is there any difference in survivorship of total hip arthroplasty with different bearing surfaces? A systematic review and network meta-analysis. Int J Clin Exp Med 8:21871–21885PubMedPubMedCentral
23.
go back to reference Grey NJ, Perdrizet GA (2004) Reduction of nosocomial infections in the surgical intensive-care unit by strict glycemic control. Endocr Pract 10(Suppl 2):46–52CrossRefPubMed Grey NJ, Perdrizet GA (2004) Reduction of nosocomial infections in the surgical intensive-care unit by strict glycemic control. Endocr Pract 10(Suppl 2):46–52CrossRefPubMed
24.
go back to reference Bilotta F, Spinelli A, Giovannini F, Doronzio A, Delfini R, Rosa G (2007) The effect of intensive insulin therapy on infection rate, vasospasm, neurologic outcome, and mortality in neurointensive care unit after intracranial aneurysm clipping in patients with acute subarachnoid hemorrhage: a randomized prospective pilot trial. J Neurosurg Anesthesiol 19:156–160CrossRefPubMed Bilotta F, Spinelli A, Giovannini F, Doronzio A, Delfini R, Rosa G (2007) The effect of intensive insulin therapy on infection rate, vasospasm, neurologic outcome, and mortality in neurointensive care unit after intracranial aneurysm clipping in patients with acute subarachnoid hemorrhage: a randomized prospective pilot trial. J Neurosurg Anesthesiol 19:156–160CrossRefPubMed
25.
go back to reference Bilotta F, Caramia R, Cernak I, Paoloni FP, Doronzio A, Cuzzone V, Santoro A, Rosa G (2008) Intensive insulin therapy after severe traumatic brain injury: a randomized clinical trial. Neurocrit Care 9:159–166. doi:10.1007/s12028-008-9084-9 CrossRefPubMed Bilotta F, Caramia R, Cernak I, Paoloni FP, Doronzio A, Cuzzone V, Santoro A, Rosa G (2008) Intensive insulin therapy after severe traumatic brain injury: a randomized clinical trial. Neurocrit Care 9:159–166. doi:10.​1007/​s12028-008-9084-9 CrossRefPubMed
26.
go back to reference Bland DK, Fankhanel Y, Langford E, Lee M, Lee SW, Maloney C, Rogers M, Zimmerman G (2005) Intensive versus modified conventional control of blood glucose level in medical intensive care patients: a pilot study. Am J Crit Care 14:370–376PubMed Bland DK, Fankhanel Y, Langford E, Lee M, Lee SW, Maloney C, Rogers M, Zimmerman G (2005) Intensive versus modified conventional control of blood glucose level in medical intensive care patients: a pilot study. Am J Crit Care 14:370–376PubMed
27.
go back to reference Walters MR, Weir CJ, Lees KR (2006) A randomised, controlled pilot study to investigate the potential benefit of intervention with insulin in hyperglycaemic acute ischaemic stroke patients. Cerebrovasc Dis 22:116–122CrossRefPubMed Walters MR, Weir CJ, Lees KR (2006) A randomised, controlled pilot study to investigate the potential benefit of intervention with insulin in hyperglycaemic acute ischaemic stroke patients. Cerebrovasc Dis 22:116–122CrossRefPubMed
28.
go back to reference Bruno A, Kent TA, Coull BM, Shankar RR, Saha C, Becker KJ, Kissela BM, Williams LS (2008) Treatment of hyperglycemia in ischemic stroke (THIS): a randomized pilot trial. Stroke 39:384–389CrossRefPubMed Bruno A, Kent TA, Coull BM, Shankar RR, Saha C, Becker KJ, Kissela BM, Williams LS (2008) Treatment of hyperglycemia in ischemic stroke (THIS): a randomized pilot trial. Stroke 39:384–389CrossRefPubMed
29.
go back to reference Mitchell I, Knight E, Gissane J, Tamhane R, Kolli R, Leditschke IA, Bellomo R, Finfer S (2006) Australian and New Zealand Intensive Care Society Clinical Trials Group. A phase II randomised controlled trial of intensive insulin therapy in general intensive care patients. Crit Care Resusc 8:289–293PubMed Mitchell I, Knight E, Gissane J, Tamhane R, Kolli R, Leditschke IA, Bellomo R, Finfer S (2006) Australian and New Zealand Intensive Care Society Clinical Trials Group. A phase II randomised controlled trial of intensive insulin therapy in general intensive care patients. Crit Care Resusc 8:289–293PubMed
31.
go back to reference Iapichino G, Albicini M, Umbrello M, Sacconi F, Fermo I, Pavlovich R, Paroni R, Bellani G, Mistraletti G, Cugno M, Pesenti A, Gattinoni L (2008) Tight glycemic control does not affect asymmetric-dimethylarginine in septic patients. Intensive Care Med 34:1843–1850. doi:10.1007/s00134-008-1158-9 CrossRefPubMed Iapichino G, Albicini M, Umbrello M, Sacconi F, Fermo I, Pavlovich R, Paroni R, Bellani G, Mistraletti G, Cugno M, Pesenti A, Gattinoni L (2008) Tight glycemic control does not affect asymmetric-dimethylarginine in septic patients. Intensive Care Med 34:1843–1850. doi:10.​1007/​s00134-008-1158-9 CrossRefPubMed
32.
go back to reference De La Rosa Gdel C, Donado JH, Restrepo AH et al (2008) Strict glycaemic control in patients hospitalised in a mixed medical and surgical intensive care unit: a randomised clinical trial. Crit Care 12:R120. doi:10.1186/cc7017 CrossRef De La Rosa Gdel C, Donado JH, Restrepo AH et al (2008) Strict glycaemic control in patients hospitalised in a mixed medical and surgical intensive care unit: a randomised clinical trial. Crit Care 12:R120. doi:10.​1186/​cc7017 CrossRef
33.
go back to reference Arabi YM, Dabbagh OC, Tamim HM, Al-Shimemeri AA, Memish ZA, Haddad SH, Syed SJ, Giridhar HR, Rishu AH, Al-Daker MO, Kahoul SH, Britts RJ, Sakkijha MH (2008) Intensive versus conventional insulin therapy: a randomized controlled trial in medical and surgical critically ill patients. Crit Care Med 36:3190–3197. doi:10.1097/CCM.0b013e31818f21aa CrossRefPubMed Arabi YM, Dabbagh OC, Tamim HM, Al-Shimemeri AA, Memish ZA, Haddad SH, Syed SJ, Giridhar HR, Rishu AH, Al-Daker MO, Kahoul SH, Britts RJ, Sakkijha MH (2008) Intensive versus conventional insulin therapy: a randomized controlled trial in medical and surgical critically ill patients. Crit Care Med 36:3190–3197. doi:10.​1097/​CCM.​0b013e31818f21aa​ CrossRefPubMed
34.
go back to reference Chan RP, Galas FR, Hajjar LA, Bello CN, Piccioni MA, Auler JO Jr (2009) Intensive perioperative glucose control does not improve outcomes of patients submitted to open-heart surgery: a randomized controlled trial. Clinics (Sao Paulo) 64:51–60CrossRef Chan RP, Galas FR, Hajjar LA, Bello CN, Piccioni MA, Auler JO Jr (2009) Intensive perioperative glucose control does not improve outcomes of patients submitted to open-heart surgery: a randomized controlled trial. Clinics (Sao Paulo) 64:51–60CrossRef
35.
go back to reference Farah R, Samokhvalov A, Zviebel F, Makhoul N (2007) Insulin therapy of hyperglycemia in intensive care. Isr Med Assoc J 9:140–142PubMed Farah R, Samokhvalov A, Zviebel F, Makhoul N (2007) Insulin therapy of hyperglycemia in intensive care. Isr Med Assoc J 9:140–142PubMed
36.
go back to reference Henderson WR, Dhingra V, Chittock D, Foster D, Hebert P, Cook D, Heyland D, Dodek P, Griesdale D, Schulzer M, Ronco JJ, Canadian Critical Trials Group (2009) The efficacy and safety of glucose control algorithms in intensive care: a pilot study of the Survival Using Glucose Algorithm Regulation (SUGAR) trial. Pol Arch Med Wewn 119:439–446PubMed Henderson WR, Dhingra V, Chittock D, Foster D, Hebert P, Cook D, Heyland D, Dodek P, Griesdale D, Schulzer M, Ronco JJ, Canadian Critical Trials Group (2009) The efficacy and safety of glucose control algorithms in intensive care: a pilot study of the Survival Using Glucose Algorithm Regulation (SUGAR) trial. Pol Arch Med Wewn 119:439–446PubMed
37.
go back to reference COIITSS Study Investigators, Annane D, Cariou A, Maxime V et al (2010) Corticosteroid treatment and intensive insulin therapy for septic shock in adults: a randomized controlled trial. JAMA 303:341–348. doi:10.1001/jama.2010.2 CrossRef COIITSS Study Investigators, Annane D, Cariou A, Maxime V et al (2010) Corticosteroid treatment and intensive insulin therapy for septic shock in adults: a randomized controlled trial. JAMA 303:341–348. doi:10.​1001/​jama.​2010.​2 CrossRef
39.
40.
go back to reference Preiser JC, Devos P, Ruiz-Santana S, Mélot C, Annane D, Groeneveld J, Iapichino G, Leverve X, Nitenberg G, Singer P, Wernerman J, Joannidis M, Stecher A, Chioléro R (2009) 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 35:1738–1748. doi:10.1007/s00134-009-1585-2 CrossRefPubMed Preiser JC, Devos P, Ruiz-Santana S, Mélot C, Annane D, Groeneveld J, Iapichino G, Leverve X, Nitenberg G, Singer P, Wernerman J, Joannidis M, Stecher A, Chioléro R (2009) 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 35:1738–1748. doi:10.​1007/​s00134-009-1585-2 CrossRefPubMed
41.
go back to reference McMullin J, Brozek J, McDonald E, Clarke F, Jaeschke R, Heels-Ansdell D, Leppert R, Foss A, Cook D (2007) Lowering of glucose in critical care: a randomized pilot trial. J Crit Care 22:112–118 (discussion 118–119) McMullin J, Brozek J, McDonald E, Clarke F, Jaeschke R, Heels-Ansdell D, Leppert R, Foss A, Cook D (2007) Lowering of glucose in critical care: a randomized pilot trial. J Crit Care 22:112–118 (discussion 118–119)
42.
go back to reference Oksanen T, Skrifvars MB, Varpula T, Kuitunen A, Pettilä V, Nurmi J, Castrén M (2007) Strict versus moderate glucose control after resuscitation from ventricular fibrillation. Intensive Care Med 33:2093–2100CrossRefPubMed Oksanen T, Skrifvars MB, Varpula T, Kuitunen A, Pettilä V, Nurmi J, Castrén M (2007) Strict versus moderate glucose control after resuscitation from ventricular fibrillation. Intensive Care Med 33:2093–2100CrossRefPubMed
44.
go back to reference Mackenzie IM, Ercole A, Ingle S, Palmer CR (2008) Glycaemic control and outcome in general intensive care: the East Anglian GLYCOGENIC study. Br J Intensive Care 18:121–126 Mackenzie IM, Ercole A, Ingle S, Palmer CR (2008) Glycaemic control and outcome in general intensive care: the East Anglian GLYCOGENIC study. Br J Intensive Care 18:121–126
45.
go back to reference Davies RR, Newton RW, McNeill GP, Fisher BM, Kesson CM, Pearson D (1991) Metabolic control in diabetic subjects following myocardial infarction: difficulties in improving blood glucose levels by intravenous insulin infusion. Scott Med J 36:74–76PubMed Davies RR, Newton RW, McNeill GP, Fisher BM, Kesson CM, Pearson D (1991) Metabolic control in diabetic subjects following myocardial infarction: difficulties in improving blood glucose levels by intravenous insulin infusion. Scott Med J 36:74–76PubMed
46.
go back to reference Arabi YM, Tamim HM, Dhar GS, Al-Dawood A, Al-Sultan M, Sakkijha MH, Kahoul SH, Brits R (2011) Permissive underfeeding and intensive insulin therapy in critically ill patients: a randomized controlled trial. Am J Clin Nutr 93:569–577. doi:10.3945/ajcn.110.005074 CrossRefPubMed Arabi YM, Tamim HM, Dhar GS, Al-Dawood A, Al-Sultan M, Sakkijha MH, Kahoul SH, Brits R (2011) Permissive underfeeding and intensive insulin therapy in critically ill patients: a randomized controlled trial. Am J Clin Nutr 93:569–577. doi:10.​3945/​ajcn.​110.​005074 CrossRefPubMed
48.
go back to reference Kalfon P, Giraudeau B, Ichai C, Guerrini A, Brechot N, Cinotti R, Dequin PF, Riu-Poulenc B, Montravers P, Annane D, Dupont H, Sorine M, Riou B, CGAO-REA Study Group (2014) Tight computerized versus conventional glucose control in the ICU: a randomized controlled trial. Intensive Care Med 40:171–181. doi:10.1007/s00134-013-3189-0 CrossRefPubMed Kalfon P, Giraudeau B, Ichai C, Guerrini A, Brechot N, Cinotti R, Dequin PF, Riu-Poulenc B, Montravers P, Annane D, Dupont H, Sorine M, Riou B, CGAO-REA Study Group (2014) Tight computerized versus conventional glucose control in the ICU: a randomized controlled trial. Intensive Care Med 40:171–181. doi:10.​1007/​s00134-013-3189-0 CrossRefPubMed
49.
51.
go back to reference Mahmoodpoor A, Ali-Asgharzadeh A, Parish M, Amir-Aslanzadeh Z, Abedini A (2011) A comparative study of efficacy of intensive insulin therapy versus conventional method on mortality and morbidity of critically ill patients. Pak J Med Sci 27:496–499 Mahmoodpoor A, Ali-Asgharzadeh A, Parish M, Amir-Aslanzadeh Z, Abedini A (2011) A comparative study of efficacy of intensive insulin therapy versus conventional method on mortality and morbidity of critically ill patients. Pak J Med Sci 27:496–499
54.
go back to reference Okabayashi T, Shima Y, Sumiyoshi T, Kozuki A, Tokumaru T, Iiyama T, Sugimoto T, Kobayashi M, Yokoyama M, Hanazaki K (2014) Intensive versus intermediate glucose control in surgical intensive care unit patients. Diabetes Care 37:1516–1524. doi:10.2337/dc13-1771 CrossRefPubMed Okabayashi T, Shima Y, Sumiyoshi T, Kozuki A, Tokumaru T, Iiyama T, Sugimoto T, Kobayashi M, Yokoyama M, Hanazaki K (2014) Intensive versus intermediate glucose control in surgical intensive care unit patients. Diabetes Care 37:1516–1524. doi:10.​2337/​dc13-1771 CrossRefPubMed
55.
go back to reference American Diabetes Association (2012) Standards of medical care in diabetes–2012. Diabetes Care 35(Suppl 1):S11–S63. doi:10.2337/dc12-s011 American Diabetes Association (2012) Standards of medical care in diabetes–2012. Diabetes Care 35(Suppl 1):S11–S63. doi:10.​2337/​dc12-s011
Metadata
Title
The optimal target for acute glycemic control in critically ill patients: a network meta-analysis
Authors
Tomoaki Yatabe
Shigeaki Inoue
Masahiko Sakaguchi
Moritoki Egi
Publication date
01-01-2017
Publisher
Springer Berlin Heidelberg
Published in
Intensive Care Medicine / Issue 1/2017
Print ISSN: 0342-4642
Electronic ISSN: 1432-1238
DOI
https://doi.org/10.1007/s00134-016-4558-2

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