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Published in: Diabetology & Metabolic Syndrome 1/2010

Open Access 01-12-2010 | Research

Impact of hyperglycemia on morbidity and mortality, length of hospitalization and rates of re-hospitalization in a general hospital setting in Brazil

Authors: Silmara AO Leite, Simone B Locatelli, Sabrina P Niece, Aline RF Oliveira, Deborah Tockus, Thaísa Tosin

Published in: Diabetology & Metabolic Syndrome | Issue 1/2010

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Abstract

Background

Hyperglycemia in hospitalized patients is known to be related to a higher incidence of clinical and surgical complications and poorer outcomes. Adequate glycemic control and earlier diagnosis of type 2 diabetes during hospitalization are cost-effective measures.

Methods

This prospective cohort study was designed to determine the impact of hyperglycemia on morbidity and mortality in a general hospital setting during a 3-month period by reviewing patients' records. The primary purposes of this trial were to verify that hyperglycemia was diagnosed properly and sufficiently early and that it was managed during the hospital stay; we also aimed to evaluate the relationship between in-hospital hyperglycemia control and outcomes such as complications during the hospital stay, extent of hospitalization, frequency of re-hospitalization, death rates and number of days in the ICU (Intensive Care Unit) after admission. Statistical analyses utilized the Kruskall-Wallis complemented by the "a posteriori" d.m.s. test, Spearman correlation and Chi-squared test, with a level of significance of 5% (p < 0.05).

Results

We reviewed 779 patient records that fulfilled inclusion criteria. The patients were divided into 5 groups: group (1) diabetic with normal glycemic levels according to American Diabetes Association criteria for in-hospital patients (n = 123); group (2) diabetics with hyperglycemia (n = 76); group (3) non-diabetics with hyperglycemia (n = 225); group (4)diabetics and non-diabetics with persistent hyperglycemia during 3 consecutive days (n = 57) and group (5) those with normal glucose control (n = 298). Compared to patients in groups 1 and 5, patients in groups 2, 3 and 4 had significantly higher mortality rates (17.7% vs. 2.8%) and Intensive Care Unit admissions with complications (23.3% vs. 4.5%). Patients in group 4 had the longest hospitalizations (mean 15.5 days), and group 5 had the lowest re-hospitalization rate (mean of 1.28 hospitalizations). Only 184 (51.4%) hyperglycemic patients had received treatment. An insulin "sliding-scale" alone was the most frequent treatment used, and there was a wide variation in glucose target medical prescriptions. Intra Venous insulin infusion was used in 3.8% of patients in the ICU. Glycohemoglobin(A1C) was measured in 11 patients(2.2%).

Conclusions

Hospital hyperglycemia was correlated with, among other parameters, morbidity/mortality, length of hospitalization and number of re-hospitalizations. Most patients did not have their glycemic levels measured at the hospital; despite the high number of hyperglycemic patients not diagnosed as diabetics, A1C was not frequently measured. Even when patients are assessed for hyperglycemia, they were not treated properly.
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Literature
1.
go back to reference Umpierrez GE, Isaacs SD, Bazargan N, You X, Thaler LM, Kitabchi AE: Hyperglycemia: An Independent Marker of In-Hospital Mortality in Patients with Undiagnosed Diabetes. The Journal of Clinical Endocrinology & Metabolism. 2002, 87 (Suppl 3): 978-982.CrossRef Umpierrez GE, Isaacs SD, Bazargan N, You X, Thaler LM, Kitabchi AE: Hyperglycemia: An Independent Marker of In-Hospital Mortality in Patients with Undiagnosed Diabetes. The Journal of Clinical Endocrinology & Metabolism. 2002, 87 (Suppl 3): 978-982.CrossRef
2.
go back to reference Vanhorebeek I, Langouche L, Berghe GVD: Intensive Insulin Therapy in the Intensive Care Unit: Update on Clinical Impact and Mechanisms of Action. Endocrine Practice. 2006, 12 (Suppl 3): 14-22.CrossRefPubMed Vanhorebeek I, Langouche L, Berghe GVD: Intensive Insulin Therapy in the Intensive Care Unit: Update on Clinical Impact and Mechanisms of Action. Endocrine Practice. 2006, 12 (Suppl 3): 14-22.CrossRefPubMed
3.
go back to reference Kitabchi AE, Freire AX, Umpierrez GE: Evidence for strict inpatient glycemic control: time to revise glycemic goals in hospitalized patients. Metabolism Clinical and Experimental. 2008, 57: 116-120.CrossRefPubMed Kitabchi AE, Freire AX, Umpierrez GE: Evidence for strict inpatient glycemic control: time to revise glycemic goals in hospitalized patients. Metabolism Clinical and Experimental. 2008, 57: 116-120.CrossRefPubMed
4.
go back to reference ACE/ADA Task Force on Inpatient Diabetes: American College of Endocrinology and American Diabetes Association Consensus Statement on Inpatient Diabetes and Glycemic Control. Endocrine Practice. 2006, 12 (Suppl 4): 458-468. ACE/ADA Task Force on Inpatient Diabetes: American College of Endocrinology and American Diabetes Association Consensus Statement on Inpatient Diabetes and Glycemic Control. Endocrine Practice. 2006, 12 (Suppl 4): 458-468.
5.
go back to reference Thompson CL, Dunn KC, Menon MC, Kearns LE, Braithwaite SB: Hyperglycemia in the Hospital. Diabetes Spectrum. 2005, 18 (Suppl 1): 20-27. 10.2337/diaspect.18.1.20.CrossRef Thompson CL, Dunn KC, Menon MC, Kearns LE, Braithwaite SB: Hyperglycemia in the Hospital. Diabetes Spectrum. 2005, 18 (Suppl 1): 20-27. 10.2337/diaspect.18.1.20.CrossRef
6.
go back to reference Yendamuri S, Fulda GJ, Tinkoff GH: Admission Hyperglycemia as a Prognostic Indicator in Trauma. The Journal of Trauma. 2003, 55 (Suppl 1): Yendamuri S, Fulda GJ, Tinkoff GH: Admission Hyperglycemia as a Prognostic Indicator in Trauma. The Journal of Trauma. 2003, 55 (Suppl 1):
7.
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: Intensive Insulin Therapy in Critically Ill Patients. N Engl J Med. 2001, 345 (Suppl 19): 1359-1367. 10.1056/NEJMoa011300.CrossRefPubMed Van den Berghe G, Wouters P, Weekers F, Verwaest C, Bruyninckx F, Schetz M, Vlasselaers D, Ferdinande P, Lauwers P, Bouillon R: Intensive Insulin Therapy in Critically Ill Patients. N Engl J Med. 2001, 345 (Suppl 19): 1359-1367. 10.1056/NEJMoa011300.CrossRefPubMed
8.
go back to reference Van den Berghe G, Wilmer A, Hermans G, et al: Intensive insulin therapy in the medical ICU. N Engl J Med. 2006, 354: 449-461. 10.1056/NEJMoa052521.CrossRefPubMed Van den Berghe G, Wilmer A, Hermans G, et al: Intensive insulin therapy in the medical ICU. N Engl J Med. 2006, 354: 449-461. 10.1056/NEJMoa052521.CrossRefPubMed
9.
go back to reference Brunkhorst FM, Engel C, Bloos F, et al: Intensive insulin therapy and pentastarch resuscitation in severe sepsis. N Engl J Med. 2008, 358: 125-139. 10.1056/NEJMoa070716.CrossRefPubMed Brunkhorst FM, Engel C, Bloos F, et al: Intensive insulin therapy and pentastarch resuscitation in severe sepsis. N Engl J Med. 2008, 358: 125-139. 10.1056/NEJMoa070716.CrossRefPubMed
10.
go back to reference American Society of Health-System Pharmacists: Improving glycemic control in hospital patients with and without diabetes mellitus. Am J Health-Syst Pharm. 2007, 64 (Suppl 6): 21-23. American Society of Health-System Pharmacists: Improving glycemic control in hospital patients with and without diabetes mellitus. Am J Health-Syst Pharm. 2007, 64 (Suppl 6): 21-23.
11.
go back to reference The NICE-SUGAR Study Investigator: Intensive versus Conventional Glucose Control in Critically Ill Patients. N Engl J Med. 2009, 360 (13): 1283-1297. 10.1056/NEJMoa0810625.CrossRef The NICE-SUGAR Study Investigator: Intensive versus Conventional Glucose Control in Critically Ill Patients. N Engl J Med. 2009, 360 (13): 1283-1297. 10.1056/NEJMoa0810625.CrossRef
12.
go back to reference Clement S, Braithwaite SS, Magee MF, Ahmann A, Simith EP, Schafer RG, Hirsh IB: American Diabetes Association Diabetes in Hospitals Writing Committee: Management of diabetes and hyperglycemia in hospitals (Technical Review). Diabetes Care. 2004, 27: 553-597. 10.2337/diacare.27.2.553.CrossRefPubMed Clement S, Braithwaite SS, Magee MF, Ahmann A, Simith EP, Schafer RG, Hirsh IB: American Diabetes Association Diabetes in Hospitals Writing Committee: Management of diabetes and hyperglycemia in hospitals (Technical Review). Diabetes Care. 2004, 27: 553-597. 10.2337/diacare.27.2.553.CrossRefPubMed
13.
go back to reference Lansang MC, Umpierrez GE: Management of Inpatient Hyperglycemia in Noncritically Ill Patients. Diabetes Spectrum. 2008, 21 (Suppl 4): 248-255. 10.2337/diaspect.21.4.248.CrossRef Lansang MC, Umpierrez GE: Management of Inpatient Hyperglycemia in Noncritically Ill Patients. Diabetes Spectrum. 2008, 21 (Suppl 4): 248-255. 10.2337/diaspect.21.4.248.CrossRef
14.
go back to reference Wexler DJ, Meigs JB, Cagliero E, Nathan DM, Grant RW: Prevalence of Hyper- and Hypoglycemia Among Inpatients With Diabetes. Diabetes Care. 2007, 30 (Suppl 2): 367-369. 10.2337/dc06-1715.CrossRefPubMed Wexler DJ, Meigs JB, Cagliero E, Nathan DM, Grant RW: Prevalence of Hyper- and Hypoglycemia Among Inpatients With Diabetes. Diabetes Care. 2007, 30 (Suppl 2): 367-369. 10.2337/dc06-1715.CrossRefPubMed
15.
go back to reference Wilson M, Weinreb J, Hoo GWS: Intensive Insulin Therapy in Critical Care. Diabetes Care. 2007, 30: 1005-1011. 10.2337/dc06-1964.CrossRefPubMed Wilson M, Weinreb J, Hoo GWS: Intensive Insulin Therapy in Critical Care. Diabetes Care. 2007, 30: 1005-1011. 10.2337/dc06-1964.CrossRefPubMed
17.
go back to reference Devos P, Preiser JC, Melot C: Impact of tight glucose control by intensive insulin therapy on ICU mortality and the rate of hypoglycaemia: final results of the glucontrol study. Intensive Care Med. 2007, 33 (Suppl 2): S189- Devos P, Preiser JC, Melot C: Impact of tight glucose control by intensive insulin therapy on ICU mortality and the rate of hypoglycaemia: final results of the glucontrol study. Intensive Care Med. 2007, 33 (Suppl 2): S189-
18.
go back to reference Tomky D: Detection, Prevention and Treatment of Hypoglycemia in the Hospital. Diabetes Spectrum. 2005, 18 (Suppl 1): 39-44. 10.2337/diaspect.18.1.39.CrossRef Tomky D: Detection, Prevention and Treatment of Hypoglycemia in the Hospital. Diabetes Spectrum. 2005, 18 (Suppl 1): 39-44. 10.2337/diaspect.18.1.39.CrossRef
19.
go back to reference Green Conaway DL, Enriquez JR, Barberena JE, et al: Assessment of and physician response to glycemic control in diabetic patients presenting with an acute coronary syndrome. Am Heart J. 2006, 152 (6): 1022-1027. 10.1016/j.ahj.2006.06.013.CrossRefPubMed Green Conaway DL, Enriquez JR, Barberena JE, et al: Assessment of and physician response to glycemic control in diabetic patients presenting with an acute coronary syndrome. Am Heart J. 2006, 152 (6): 1022-1027. 10.1016/j.ahj.2006.06.013.CrossRefPubMed
20.
go back to reference Inzucchi SE: Management of Hyperglycemia in the Hospital Setting. N Engl J Med. 2006, 355: 1903-11. 10.1056/NEJMcp060094.CrossRefPubMed Inzucchi SE: Management of Hyperglycemia in the Hospital Setting. N Engl J Med. 2006, 355: 1903-11. 10.1056/NEJMcp060094.CrossRefPubMed
21.
go back to reference Conner TM, Flesner-Gurley KR, Barner JC: Hyperglycemia in the Hospital Setting: The Case for Improved Control Among Non-Diabetics. Ann Pharmacother. 2005, 39 (Suppl 3): 492-501.CrossRefPubMed Conner TM, Flesner-Gurley KR, Barner JC: Hyperglycemia in the Hospital Setting: The Case for Improved Control Among Non-Diabetics. Ann Pharmacother. 2005, 39 (Suppl 3): 492-501.CrossRefPubMed
22.
go back to reference Moghissi ES, Korytkowski MT, DiNardo M, Einhorn D, Hellman R, Hirsch IB, Inzucchi SE, Ismail-Beigi F, Kirkman MS, Umpierrez GE: American Association of Clinical Endocrinologists and American Diabetes Association Consensus Statement on Inpatient Glycemic Control. Diabetes Care. 2009, 32: 1119-1131. 10.2337/dc09-9029.PubMedCentralCrossRefPubMed Moghissi ES, Korytkowski MT, DiNardo M, Einhorn D, Hellman R, Hirsch IB, Inzucchi SE, Ismail-Beigi F, Kirkman MS, Umpierrez GE: American Association of Clinical Endocrinologists and American Diabetes Association Consensus Statement on Inpatient Glycemic Control. Diabetes Care. 2009, 32: 1119-1131. 10.2337/dc09-9029.PubMedCentralCrossRefPubMed
23.
go back to reference Kosiborod M, Inzucchi SE, Krumholz HM, Xiao L, Jones PG, Fiske S, Masoudi FA, Marso SP, Spertus JA: Glucometrics in Patients Hospitalized With Acute Myocardial Infarction: Defining the Optimal Outcomes-Based Measure of Risk. Circulation. 2008, 117: 1018-1027. 10.1161/CIRCULATIONAHA.107.740498.CrossRefPubMed Kosiborod M, Inzucchi SE, Krumholz HM, Xiao L, Jones PG, Fiske S, Masoudi FA, Marso SP, Spertus JA: Glucometrics in Patients Hospitalized With Acute Myocardial Infarction: Defining the Optimal Outcomes-Based Measure of Risk. Circulation. 2008, 117: 1018-1027. 10.1161/CIRCULATIONAHA.107.740498.CrossRefPubMed
24.
go back to reference Gearhart JG, Duncan J, Replogle WH, Forbes RC, Walley EJ: Efficacy of sliding-scale insulin therapy: a comparison with prospective regimens. Fam Pract Res J. 1994, 14: 313-322.PubMed Gearhart JG, Duncan J, Replogle WH, Forbes RC, Walley EJ: Efficacy of sliding-scale insulin therapy: a comparison with prospective regimens. Fam Pract Res J. 1994, 14: 313-322.PubMed
25.
go back to reference Queale WS, Seidler AJ, Brancati FL: Glycemic control and sliding scale insulin use in medical inpatients with diabetes mellitus. Arch Intern Med. 1997, 157: 545-552. 10.1001/archinte.157.5.545.CrossRefPubMed Queale WS, Seidler AJ, Brancati FL: Glycemic control and sliding scale insulin use in medical inpatients with diabetes mellitus. Arch Intern Med. 1997, 157: 545-552. 10.1001/archinte.157.5.545.CrossRefPubMed
26.
go back to reference Umpierrez GE, Maynard G: Glycemic chaos (not glycemic control) still the rule for inpatient care: how do we stop the insanity?. J Hosp Med. 2006, 1: 141-144. 10.1002/jhm.101.CrossRefPubMed Umpierrez GE, Maynard G: Glycemic chaos (not glycemic control) still the rule for inpatient care: how do we stop the insanity?. J Hosp Med. 2006, 1: 141-144. 10.1002/jhm.101.CrossRefPubMed
27.
go back to reference Wexler DJ, Nathan DM, Grant RW, Regan S, Van Leuvan AL, Cagliero E: Prevalence of Elevated Hemoglobin A1c among Patients Admitted to the Hospital without a Diagnosis of Diabetes. J Clin Endocrinol Metab. 2008, 93: 4238-4244. 10.1210/jc.2008-1090.PubMedCentralCrossRefPubMed Wexler DJ, Nathan DM, Grant RW, Regan S, Van Leuvan AL, Cagliero E: Prevalence of Elevated Hemoglobin A1c among Patients Admitted to the Hospital without a Diagnosis of Diabetes. J Clin Endocrinol Metab. 2008, 93: 4238-4244. 10.1210/jc.2008-1090.PubMedCentralCrossRefPubMed
28.
go back to reference Malmberg K, DIGAMI (Diabetes Mellitus, Insulin Glucose Infusion in Acute Myocardial Infarction) Study Group: Prospective randomised study of intensive insulin treatment on long term survival after acute myocardial infarction in patients with diabetes mellitus. BMJ. 1997, 314 (7093): 1512-1515.PubMedCentralCrossRefPubMed Malmberg K, DIGAMI (Diabetes Mellitus, Insulin Glucose Infusion in Acute Myocardial Infarction) Study Group: Prospective randomised study of intensive insulin treatment on long term survival after acute myocardial infarction in patients with diabetes mellitus. BMJ. 1997, 314 (7093): 1512-1515.PubMedCentralCrossRefPubMed
29.
go back to reference Malmberg K, Ryde'n L, Wedel H, DIGAMI 2 Investigators, et al: Intense metabolic control by means of insulin in patients with diabetes mellitus and acute myocardial infarction (DIGAMI 2): effects on mortality and morbidity. Eur Heart J. 2005, 26 (7): 650-661. 10.1093/eurheartj/ehi199.CrossRefPubMed Malmberg K, Ryde'n L, Wedel H, DIGAMI 2 Investigators, et al: Intense metabolic control by means of insulin in patients with diabetes mellitus and acute myocardial infarction (DIGAMI 2): effects on mortality and morbidity. Eur Heart J. 2005, 26 (7): 650-661. 10.1093/eurheartj/ehi199.CrossRefPubMed
30.
go back to reference Leite SAO, Anderson RL, Kendall DM, Monk AM, Bergenstal RM: A1C predicts type 2 diabetes and impaired glucose tolerance in a population at risk: the community diabetes prevention project. Diabetology & Metabolic Syndrome. 2009, 1 (5): 1-7. Leite SAO, Anderson RL, Kendall DM, Monk AM, Bergenstal RM: A1C predicts type 2 diabetes and impaired glucose tolerance in a population at risk: the community diabetes prevention project. Diabetology & Metabolic Syndrome. 2009, 1 (5): 1-7.
Metadata
Title
Impact of hyperglycemia on morbidity and mortality, length of hospitalization and rates of re-hospitalization in a general hospital setting in Brazil
Authors
Silmara AO Leite
Simone B Locatelli
Sabrina P Niece
Aline RF Oliveira
Deborah Tockus
Thaísa Tosin
Publication date
01-12-2010
Publisher
BioMed Central
Published in
Diabetology & Metabolic Syndrome / Issue 1/2010
Electronic ISSN: 1758-5996
DOI
https://doi.org/10.1186/1758-5996-2-49

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