Skip to main content
Top
Published in: Annals of Intensive Care 1/2011

Open Access 01-12-2011 | Research

Mild hypoglycemia is strongly associated with increased intensive care unit length of stay

Authors: James Krinsley, Marcus J Schultz, Peter E Spronk, Floris van Braam Houckgeest, Johannes P van der Sluijs, Christian Mélot, Jean-Charles Preiser

Published in: Annals of Intensive Care | Issue 1/2011

Login to get access

Abstract

Background

Hypoglycemia is associated with increased mortality in critically ill patients. The impact of hypoglycemia on resource utilization has not been investigated. The objective of this investigation was to evaluate the association of hypoglycemia, defined as a blood glucose concentration (BG) < 70 mg/dL, and intensive care unit (ICU) length of stay (LOS) in three different cohorts of critically ill patients.

Methods

This is a retrospective investigation of prospectively collected data, including patients from two large observational cohorts: 3,263 patients admitted to Stamford Hospital (ST) and 2,063 patients admitted to three institutions in The Netherlands (NL) as well as 914 patients from the GLUCONTROL trial (GL), a multicenter prospective randomized controlled trial of intensive insulin therapy.

Results

Patients with hypoglycemia were more likely to be diabetic, had higher APACHE II scores, and higher mortality than did patients without hypoglycemia. Patients with hypoglycemia had longer ICU LOS (median [interquartile range]) in ST (3.0 [1.4-7.1] vs. 1.2 [0.8-2.3] days, P < 0.0001), NL (5.2 [2.6-10.3] vs. 2.0 [1.3-3.2] days, P < 0.0001), and GL (9 [5-17] vs. 5 [3-9] days, P < 0.0001). For the entire cohort of 6,240 patients ICU LOS was 1.8 (1.0-3.3) days for those without hypoglycemia and 3.0 (1.5-6.7) days for those with a single episode of hypoglycemia (P < 0.0001). This was a consistent finding even when patients were stratified by severity of illness or survivor status. There was a strong positive correlation between the number of episodes of hypoglycemia and ICU LOS among all three cohorts.

Conclusions

This multicenter international investigation demonstrated that hypoglycemia was consistently associated with significantly higher ICU LOS in heterogeneous cohorts of critically ill patients, independently of severity of illness and survivor status. More effective methods to prevent hypoglycemia in these patients may positively impact their cost of care.
Appendix
Available only for authorised users
Literature
2.
go back to reference Krinsley JS: Association between hyperglycemia and increased hospital mortality in a heterogeneous population of critically ill patients. Mayo Clin Proc 2003, 78: 1471–1478. 10.4065/78.12.1471PubMedCrossRef Krinsley JS: Association between hyperglycemia and increased hospital mortality in a heterogeneous population of critically ill patients. Mayo Clin Proc 2003, 78: 1471–1478. 10.4065/78.12.1471PubMedCrossRef
3.
go back to reference Falciglia M, Freyberg R, Almenoff PL, D'Allesio D, Rener M: Hyperglycemia-related mortality in critically ill patients varies with admission diagnosis. Crit Care Med 2009, 37: 3001–3009. 10.1097/CCM.0b013e3181b083f7PubMedCentralPubMedCrossRef Falciglia M, Freyberg R, Almenoff PL, D'Allesio D, Rener M: Hyperglycemia-related mortality in critically ill patients varies with admission diagnosis. Crit Care Med 2009, 37: 3001–3009. 10.1097/CCM.0b013e3181b083f7PubMedCentralPubMedCrossRef
4.
go back to reference Van den Berghe G, Wouters P, Weekers F, Verwaest C, Bruyninckx F, Schetz M, Vlasslaers D, Ferdinande P, Lauwers P, Bouillon R: Intensive insulin therapy in critically ill patients. N Engl J Med 2001, 345: 1359–1367. 10.1056/NEJMoa011300PubMedCrossRef Van den Berghe G, Wouters P, Weekers F, Verwaest C, Bruyninckx F, Schetz M, Vlasslaers D, Ferdinande P, Lauwers P, Bouillon R: Intensive insulin therapy in critically ill patients. N Engl J Med 2001, 345: 1359–1367. 10.1056/NEJMoa011300PubMedCrossRef
5.
go back to reference Krinsley JS: The effect of an intensive glucose management protocol on the mortality of critically ill adult patients. Mayo Clinic Proc 2004, 79: 992–1000. 10.4065/79.8.992CrossRef Krinsley JS: The effect of an intensive glucose management protocol on the mortality of critically ill adult patients. Mayo Clinic Proc 2004, 79: 992–1000. 10.4065/79.8.992CrossRef
6.
go back to reference Van den Berghe G, Wilmer A, Hermans G, Meersseman W, Wouters PF, Milants I, Van Wijngaerden E, Bobbaers H, Bouillon R: Intensive insulin therapy in the medical ICU. N Engl J Med 2006, 354: 449–461. 10.1056/NEJMoa052521PubMedCrossRef Van den Berghe G, Wilmer A, Hermans G, Meersseman W, Wouters PF, Milants I, Van Wijngaerden E, Bobbaers H, Bouillon R: Intensive insulin therapy in the medical ICU. N Engl J Med 2006, 354: 449–461. 10.1056/NEJMoa052521PubMedCrossRef
7.
go back to reference Brunkhorst FM, Engel C, Bloos F, Meier-Hellmann A, Ragaller M, Weiler N, Moerer O, GruendLing M, Oppert M, Grond S, Olthoff D, Jaschinski U, John S, Rossaint R, Welte T, Schaefer M, Kern P, Kuhnt E, Kiehntopf M, Hartog C, Natanson C, Loeffler M, Reinhart K: Intensive insulin therapy and pentastarch resuscitation in severe sepsis. N Eng J Med 2008, 358: 125–139. 10.1056/NEJMoa070716CrossRef Brunkhorst FM, Engel C, Bloos F, Meier-Hellmann A, Ragaller M, Weiler N, Moerer O, GruendLing M, Oppert M, Grond S, Olthoff D, Jaschinski U, John S, Rossaint R, Welte T, Schaefer M, Kern P, Kuhnt E, Kiehntopf M, Hartog C, Natanson C, Loeffler M, Reinhart K: Intensive insulin therapy and pentastarch resuscitation in severe sepsis. N Eng J Med 2008, 358: 125–139. 10.1056/NEJMoa070716CrossRef
8.
go back to reference Preiser JC, Devos P, Ruiz-Santana S, Melot C, Annane D, Groeneveld J, Iapichino G, Leverve X, Nitenberg G, Singer P, Wernerman J, Joannidis M, Stecher A, Chiolero R: A prospective randomized multi-centre controlled trial on tight glucose control by intensive insulin therapy in adult intensive care units: the GLUCONTROL study. Int Care Med 2009, 35: 1738–1748. 10.1007/s00134-009-1585-2CrossRef Preiser JC, Devos P, Ruiz-Santana S, Melot C, Annane D, Groeneveld J, Iapichino G, Leverve X, Nitenberg G, Singer P, Wernerman J, Joannidis M, Stecher A, Chiolero R: A prospective randomized multi-centre controlled trial on tight glucose control by intensive insulin therapy in adult intensive care units: the GLUCONTROL study. Int Care Med 2009, 35: 1738–1748. 10.1007/s00134-009-1585-2CrossRef
9.
go back to reference Arabi YM, Tamim HM, Rishu AH: Hypoglycemia with intensive insulin therapy in critically ill patients: predisposing factors and association with mortality. Crit Care Med 2009, 37: 2536–2544. 10.1097/CCM.0b013e3181a381adPubMedCrossRef Arabi YM, Tamim HM, Rishu AH: Hypoglycemia with intensive insulin therapy in critically ill patients: predisposing factors and association with mortality. Crit Care Med 2009, 37: 2536–2544. 10.1097/CCM.0b013e3181a381adPubMedCrossRef
10.
go back to reference The NICE-SUGAR Study Investigators: Intensive versus conventional glucose control in critically ill patients. N Engl J Med 2009, 360: 1283–1297.CrossRef The NICE-SUGAR Study Investigators: Intensive versus conventional glucose control in critically ill patients. N Engl J Med 2009, 360: 1283–1297.CrossRef
11.
go back to reference Marik PE, Preiser JC: Toward understanding tight glycemic control in the ICU: a systemic review and metaanalysis. Chest 2010, 137: 544–551. 10.1378/chest.09-1737PubMedCrossRef Marik PE, Preiser JC: Toward understanding tight glycemic control in the ICU: a systemic review and metaanalysis. Chest 2010, 137: 544–551. 10.1378/chest.09-1737PubMedCrossRef
12.
go back to reference Krinsley JS, Grover A: Severe hypoglycemia in critically ill patients: risk factors and outcomes. Crit Care Med 2007, 35: 2262–2267. 10.1097/01.CCM.0000282073.98414.4BPubMedCrossRef Krinsley JS, Grover A: Severe hypoglycemia in critically ill patients: risk factors and outcomes. Crit Care Med 2007, 35: 2262–2267. 10.1097/01.CCM.0000282073.98414.4BPubMedCrossRef
13.
go back to reference Bagshaw S, Egi M, George C, Bellomo R: Early blood glucose control and mortality in critically ill patients in Australia. Crit Care Med 2009, 37: 463–470. 10.1097/CCM.0b013e318194b097PubMedCrossRef Bagshaw S, Egi M, George C, Bellomo R: Early blood glucose control and mortality in critically ill patients in Australia. Crit Care Med 2009, 37: 463–470. 10.1097/CCM.0b013e318194b097PubMedCrossRef
14.
go back to reference Meyfroidt G, Keenan DM, Wang X, Wouters P, Veldhuis J, Van den Berghe G: Dynamic characteristics of blood glucose time series during the course of critical illness: effects of intensive insulin therapy and relative association with mortality. Crit Care Med 2010, 38: 1021–1029. 10.1097/CCM.0b013e3181cf710ePubMedCrossRef Meyfroidt G, Keenan DM, Wang X, Wouters P, Veldhuis J, Van den Berghe G: Dynamic characteristics of blood glucose time series during the course of critical illness: effects of intensive insulin therapy and relative association with mortality. Crit Care Med 2010, 38: 1021–1029. 10.1097/CCM.0b013e3181cf710ePubMedCrossRef
15.
go back to reference Vriesendorp TM, DeVries H, van Santen S, et al.: Evaluation of short-term consequences of hypoglycemia in an intensive care unit. Crit Care Med 2006, 34: 2714–2718. 10.1097/01.CCM.0000241155.36689.91PubMedCrossRef Vriesendorp TM, DeVries H, van Santen S, et al.: Evaluation of short-term consequences of hypoglycemia in an intensive care unit. Crit Care Med 2006, 34: 2714–2718. 10.1097/01.CCM.0000241155.36689.91PubMedCrossRef
16.
go back to reference Hermanides J, Bosman J, Vriesendorp TM, Dotsch R, Rosendaal FR, Zandstra DF, Hoekstra JB, DeVries JH: Hypoglycemia is associated with intensive care unit mortality. Crit Care Med 2010, 38: 1430–1434. 10.1097/CCM.0b013e3181de562cPubMedCrossRef Hermanides J, Bosman J, Vriesendorp TM, Dotsch R, Rosendaal FR, Zandstra DF, Hoekstra JB, DeVries JH: Hypoglycemia is associated with intensive care unit mortality. Crit Care Med 2010, 38: 1430–1434. 10.1097/CCM.0b013e3181de562cPubMedCrossRef
17.
go back to reference Egi M, Bellomo R, Stachowski E, French C, Hart G, Taori G, Hegarty C, Bailey M: Hypoglycemia and outcome in critical illness. Mayo Clinic Proc 2010, 85: 217–224. 10.4065/mcp.2009.0394CrossRef Egi M, Bellomo R, Stachowski E, French C, Hart G, Taori G, Hegarty C, Bailey M: Hypoglycemia and outcome in critical illness. Mayo Clinic Proc 2010, 85: 217–224. 10.4065/mcp.2009.0394CrossRef
18.
go back to reference Krinsley JS, Schultz MJ, Spronk PE, van Braam Houckgeest F, van der Sluijs JP, Mélot C, Preiser JC: Mild hypoglycemia is independently associated with increased mortality in the critically ill. Crit Care 2011, 15: R173. 10.1186/cc10322PubMedCentralPubMedCrossRef Krinsley JS, Schultz MJ, Spronk PE, van Braam Houckgeest F, van der Sluijs JP, Mélot C, Preiser JC: Mild hypoglycemia is independently associated with increased mortality in the critically ill. Crit Care 2011, 15: R173. 10.1186/cc10322PubMedCentralPubMedCrossRef
19.
go back to reference Halpern N, Pastores S, Greenstein R, et al.: Critical care medicine in the United States 1985–2000: an analysis of bed numbers, use, and costs. Crit Care Med 2004, 32: 1254–1259. 10.1097/01.CCM.0000128577.31689.4CPubMedCrossRef Halpern N, Pastores S, Greenstein R, et al.: Critical care medicine in the United States 1985–2000: an analysis of bed numbers, use, and costs. Crit Care Med 2004, 32: 1254–1259. 10.1097/01.CCM.0000128577.31689.4CPubMedCrossRef
20.
go back to reference Bloomfield L: The impact of economics on changing medical technology with reference to critical care medicine in the United States. Anesth Analg 2003, 96: 418–425.PubMed Bloomfield L: The impact of economics on changing medical technology with reference to critical care medicine in the United States. Anesth Analg 2003, 96: 418–425.PubMed
21.
go back to reference Van den Berghe G, Wouters P, Kesteloot K, et al.: Analysis of healthcare resource utilization with intensive insulin therapy in critically ill patients. Crit Care Med 2006, 34: 612–616.PubMed Van den Berghe G, Wouters P, Kesteloot K, et al.: Analysis of healthcare resource utilization with intensive insulin therapy in critically ill patients. Crit Care Med 2006, 34: 612–616.PubMed
22.
go back to reference Krinsley JS, Jones R: Cost analysis of intensive glycemic control in critically ill adult patients. Chest 2006, 129: 644–650. 10.1378/chest.129.3.644PubMedCrossRef Krinsley JS, Jones R: Cost analysis of intensive glycemic control in critically ill adult patients. Chest 2006, 129: 644–650. 10.1378/chest.129.3.644PubMedCrossRef
23.
go back to reference Furnary AP, Zerr KJ, Grunkemeier GL, et al.: Continuous intravenous insulin infusion reduces the incidence of deep sternal wound infection in diabetic patients after cardiac surgical procedures. Ann Thorac Surg 1999, 67: 352–360. 10.1016/S0003-4975(99)00014-4PubMedCrossRef Furnary AP, Zerr KJ, Grunkemeier GL, et al.: Continuous intravenous insulin infusion reduces the incidence of deep sternal wound infection in diabetic patients after cardiac surgical procedures. Ann Thorac Surg 1999, 67: 352–360. 10.1016/S0003-4975(99)00014-4PubMedCrossRef
24.
go back to reference Sadhu AR, Ang AC, Ingram-Drake LA, Martinez DS, Hsueh WA, Ettner SL: Economic benefits of intensive insulin therapy in critically ill patients. Diab Care 2008, 31: 1556–1561. 10.2337/dc07-2456CrossRef Sadhu AR, Ang AC, Ingram-Drake LA, Martinez DS, Hsueh WA, Ettner SL: Economic benefits of intensive insulin therapy in critically ill patients. Diab Care 2008, 31: 1556–1561. 10.2337/dc07-2456CrossRef
26.
go back to reference Krinsley JS: Glycemic control, diabetic status and mortality in a heterogeneous population of critically ill patients before and during the era of tight glycemic control. Semin Thorac Cardiovasc Surg 2006, 18: 317–325. 10.1053/j.semtcvs.2006.12.003PubMedCrossRef Krinsley JS: Glycemic control, diabetic status and mortality in a heterogeneous population of critically ill patients before and during the era of tight glycemic control. Semin Thorac Cardiovasc Surg 2006, 18: 317–325. 10.1053/j.semtcvs.2006.12.003PubMedCrossRef
27.
go back to reference Dellinger RP, Carlet JM, Masur H, Gerlach H, Calandra T, Cohen J, Gea-Benacloche J, Keh D, Marshall J, Parker M: Surviving Sepsis Campaign guidelines for management of severe sepsis and septic shock. Int Care Med 2004, 30: 536–555. 10.1007/s00134-004-2210-zCrossRef Dellinger RP, Carlet JM, Masur H, Gerlach H, Calandra T, Cohen J, Gea-Benacloche J, Keh D, Marshall J, Parker M: Surviving Sepsis Campaign guidelines for management of severe sepsis and septic shock. Int Care Med 2004, 30: 536–555. 10.1007/s00134-004-2210-zCrossRef
28.
go back to reference Schultz MJ, Harmsen RE, Spronk PE: Strict or loose glycemic control in critically ill patients - implementing best available evidence from randomized controlled trials. Crit Care 2010, 14: 223. 10.1186/cc8966PubMedCentralPubMedCrossRef Schultz MJ, Harmsen RE, Spronk PE: Strict or loose glycemic control in critically ill patients - implementing best available evidence from randomized controlled trials. Crit Care 2010, 14: 223. 10.1186/cc8966PubMedCentralPubMedCrossRef
29.
go back to reference Arts D, de Keizer N, Scheffer GJ, de Jonge E: Quality of data collected for severity of illness scores in the Dutch National Intensive Care Evaluation (NICE) registry. Int Care Med 2002, 28: 656–659. 10.1007/s00134-002-1272-zCrossRef Arts D, de Keizer N, Scheffer GJ, de Jonge E: Quality of data collected for severity of illness scores in the Dutch National Intensive Care Evaluation (NICE) registry. Int Care Med 2002, 28: 656–659. 10.1007/s00134-002-1272-zCrossRef
30.
go back to reference Finkielman J, Oyen LJ, Afessa B: Agreement between bedside and plasma glucose measurement in the ICU setting. Chest 2005, 127: 1749–1751. 10.1378/chest.127.5.1749PubMedCrossRef Finkielman J, Oyen LJ, Afessa B: Agreement between bedside and plasma glucose measurement in the ICU setting. Chest 2005, 127: 1749–1751. 10.1378/chest.127.5.1749PubMedCrossRef
31.
go back to reference Desachy A, Vuagnat AC, Ghazali AD, Baudin OT, Longuet OH, Calvat SN, Gissot V: Accuracy of bedside glucometry in critically ill patients: Influence of clinical characteristics and perfusion index. Mayo Clin Proc 2008, 83: 400–405. 10.4065/83.4.400PubMedCrossRef Desachy A, Vuagnat AC, Ghazali AD, Baudin OT, Longuet OH, Calvat SN, Gissot V: Accuracy of bedside glucometry in critically ill patients: Influence of clinical characteristics and perfusion index. Mayo Clin Proc 2008, 83: 400–405. 10.4065/83.4.400PubMedCrossRef
32.
go back to reference Kanji S, Buffie J, Hutton B, Bunting PS, Singh A, McDonald K, Fergusson D, McIntyre LA, Hebert PC: Reliability of point-of-care testing for glucose measurement in critically ill patients. Crit Care Med 2005, 33: 2778–2785. 10.1097/01.CCM.0000189939.10881.60PubMedCrossRef Kanji S, Buffie J, Hutton B, Bunting PS, Singh A, McDonald K, Fergusson D, McIntyre LA, Hebert PC: Reliability of point-of-care testing for glucose measurement in critically ill patients. Crit Care Med 2005, 33: 2778–2785. 10.1097/01.CCM.0000189939.10881.60PubMedCrossRef
33.
go back to reference Lacherade JC, Jacqueminet S, Preiser JC: An overview of hypoglycemia in the critically ill. J Diab Sci Tech 2009, 3: 1242–1249.CrossRef Lacherade JC, Jacqueminet S, Preiser JC: An overview of hypoglycemia in the critically ill. J Diab Sci Tech 2009, 3: 1242–1249.CrossRef
34.
go back to reference Ceriello A: New insights on oxidative stress and diabetic complications may lead to a "causal" antioxidant therapy. Diab Care 2003, 26: 1589–1596. 10.2337/diacare.26.5.1589CrossRef Ceriello A: New insights on oxidative stress and diabetic complications may lead to a "causal" antioxidant therapy. Diab Care 2003, 26: 1589–1596. 10.2337/diacare.26.5.1589CrossRef
35.
go back to reference Oddo M, Schmidt JM, Carrerra E, Badjatia N, Connolly E, Presciutti M, Ostapkovich N, Levine J, Roux P, Mayer S: Impact of tight glycemic control on cerebral glucose metabolism after severe brain injury: a microdialysis study. Crit Care Med 2008, 36: 3233–3238. 10.1097/CCM.0b013e31818f4026PubMedCrossRef Oddo M, Schmidt JM, Carrerra E, Badjatia N, Connolly E, Presciutti M, Ostapkovich N, Levine J, Roux P, Mayer S: Impact of tight glycemic control on cerebral glucose metabolism after severe brain injury: a microdialysis study. Crit Care Med 2008, 36: 3233–3238. 10.1097/CCM.0b013e31818f4026PubMedCrossRef
36.
go back to reference Dasta JF, McLaghlin TP, Mod SH, Piech DT: Daily cost of an intensive care unit day: The contribution of mechanical ventilation. Crit Care Med 2005, 33: 1266–1271. 10.1097/01.CCM.0000164543.14619.00PubMedCrossRef Dasta JF, McLaghlin TP, Mod SH, Piech DT: Daily cost of an intensive care unit day: The contribution of mechanical ventilation. Crit Care Med 2005, 33: 1266–1271. 10.1097/01.CCM.0000164543.14619.00PubMedCrossRef
Metadata
Title
Mild hypoglycemia is strongly associated with increased intensive care unit length of stay
Authors
James Krinsley
Marcus J Schultz
Peter E Spronk
Floris van Braam Houckgeest
Johannes P van der Sluijs
Christian Mélot
Jean-Charles Preiser
Publication date
01-12-2011
Publisher
Springer Paris
Published in
Annals of Intensive Care / Issue 1/2011
Electronic ISSN: 2110-5820
DOI
https://doi.org/10.1186/2110-5820-1-49

Other articles of this Issue 1/2011

Annals of Intensive Care 1/2011 Go to the issue