3180 Crit Care Med 2012 Vol. 40, No. 12
I
n recent years, goals for glyce-
mic control in the intensive care
unit (ICU) have been vacillat-
ing between lax and tight targets
because of conficting reports. Tradition-
ally, efforts were made to keep glucose
concentrations <200 mg/dL, but following
publication of the study by Van den Berghe
et al (1) demonstrating the benefts of tight
glucose control (TGC) between 80 and
110 mg/dL (4.4–6.1 mmol/L), many ICUs
adopted this strategy (2). However, these
results have been diffcult to reproduce
and the widespread applicability of TGC
has come into question. The glycemic con-
trol pendulum has recently swung back to
higher glycemic targets following the pub-
lication of several trials and meta-analyses,
which demonstrated the signifcant risk
associated with TGC and resulting hypo-
glycemia (3–5). Currently, the American
Copyright © 2012 by the Society of Critical Care
Medicine and Lippincott Williams and Wilkins
DOI: 10.1097/CCM.0b013e3182656ae5
Objective: Our objective was to quantify the association
between intensive care unit–acquired dysglycemia (hyperglyce-
mia, hypoglycemia, and high variability) and in-hospital mortality.
Design: Retrospective, observational study.
Setting: eICU Research Institute participating hospitals with an
active tele-ICU program between January 1, 2008, and September
30, 2010, representing 784,392 adult intensive care unit patients.
Patients: A total of 194,772 patients met inclusion criteria with
an intensive care unit length of stay >48 hrs.
Interventions: None.
Measurements and Main Results: Acute Physiology and Chronic
Health Evaluation IV standardized mortality ratios were calculated
for dysglycemia present at admission and acquired in the intensive
care unit. Intensive care unit–acquired dysglycemia was modeled
using multivariable modified Poisson regression to account for con-
founding not incorporated in Acute Physiology and Chronic Health
Evaluation. Dysglycemia severity was assessed by the relative
risk of in-hospital mortality associated with the maximum, time-
weighted average daily glucose; lowest glucose value throughout
the intensive care unit stay; and quintiles of variability (coefficient
of variation). The association of duration beyond thresholds of dys-
glycemia on mortality was also modeled. The adjusted relative risk
(95% confidence interval) of mortality for the maximum intensive
care unit average daily glucose was 1.13 (1.04–1.58), 1.43 (1.30–
1.58), 1.63 (1.47–1.81), 1.76 (1.55–1.99), and 1.89 (1.62–2.19) for
110–150 mg/dL, 151–180 mg/dL, 180–240 mg/dL, 240–300 mg/dL,
and >300 mg/dL, respectively, compared to patients whose high-
est average daily glucose was 80–110 mg/dL. The relative risk of
mortality for the lowest glucose value was 1.67 (1.37–2.03), 1.53
(1.37–1.70), 1.12 (1.04–1.21), and 1.06 (1.01–1.11) for <20 mg/dL,
20–40 mg/dL, 40–60 mg/dL, and 60–80 mg/dL, respectively, com-
pared to patients whose lowest value was 80–110 mg/dL. The
relative risk of mortality increased with greater duration of hyper-
glycemia and with increased variability. The relative risk for the
highest compared to lowest quintile of variability was 1.61 (1.47–
1.78). The association of duration of hyperglycemia on mortality
was more pronounced with more severe hyperglycemia.
Conclusions: The risk of mortality progressively increased
with severity and duration of deviation from euglycemia and with
increased variability. These data suggest that severe intensive
care unit–acquired hyperglycemia, hypoglycemia, and variability
are associated with similar risks of mortality. (Crit Care Med 2012;
40:3180–3188)
KEY WORDS: critical care; glycemic control; hypoglycemia; hyper-
glycemia; insulin; intensive care unit
Association between intensive care unit–acquired dysglycemia and
in-hospital mortality*
Omar Badawi, PharmD, MPH, BCPS; Michael D. Waite, MD; Steven A. Fuhrman, MD;
Ilene H. Zuckerman, PharmD, PhD
*See also p. 3315.
From the Department of Research and Product
Marketing (OB), Philips Healthcare, Baltimore, MD;
Department of Pharmacy Practice and Science (OB),
University of Maryland School of Pharmacy, Baltimore,
MD; Riverside Methodist Hospital (MDW), OhioHealth,
Columbus, OH; Sentara Healthcare System (SAF),
Norfolk, VA; Department of Pharmaceutical Health
Services Research (IHZ), Pharmaceutical Research
Computing Center, University of Maryland School of
Pharmacy, Baltimore, MD.
This was a collaborative (Drs. Badawi, Fuhrman, and
Waite), investigator-initiated study selected for funding by
the eICU Research Institute (eRI) Publications Committee.
Philips Healthcare sponsors eICU customer-initiated
research selected by the eRI Publications Committee
through a competitive review of all submitted proposals
on a semiannual basis. Only one voting member of the
Publications Committee can be a Philips Healthcare
employee. All data analyses were conducted by an inde-
pendent academic research organization, the University
of Maryland School of Pharmacy’s Pharmaceutical
Research Computing Center. All decisions regarding
the study design, analysis, and publication are made
by consensus between primary investigators, a Philips
Healthcare clinical project lead and the academic re-
search organization. Further detail regarding the struc-
ture and process of the eRI are presented elsewhere (17).
Dr. Badawi is an employee of Philips Healthcare.
Dr. Zuckerman is principal investigator on a contract
funded by Philips Healthcare. The remaining authors
have not disclosed any potential conflicts of interest.
This work was performed at the University of
Maryland School of Pharmacy, Baltimore, MD.
Supplemental digital content is available for this
article. Direct URL citations appear in the printed text
and are provided in the HTML and PDF versions of this
article on the journal’s Web site (http://journals.lww.
com/ccmjournal).
This article has been reviewed and approved by
Craig M. Lilly, MD; Richard R. Riker, MD; Teresa Rincon,
RN, BSN, CCRN-E; Gary Ripple, MD; Theresa Davis,
RN, MSN, PhDc; Michael Witte, DO; and Michael
Breslow, MD, of the eICU Research Institute Publications
Committee.
For information regarding this article, Email: omar.
badawi@philips.com