Douglas-fir mortality estimation with generalized linear mixed models
Willard P. VanderLaan Annual Diabetes Lectureship · Medical/surgical ICU Mixed, no Cardiac 29%...
Transcript of Willard P. VanderLaan Annual Diabetes Lectureship · Medical/surgical ICU Mixed, no Cardiac 29%...
Scripps Clinic/Scripps Green Hospital Grand RoundsWednesday, Nov. 18, 2009
Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
1
Willard P. VanderLaan2nd Annual Diabetes Lectureship
November 18th, 2009
Guest Speaker:Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
November-Diabetes Awareness Month
• The CDC estimates that nearly 24 million Americans have diabetes, yet 25% of these cases are undiagnosed.
• Almost 25% of the population aged 60 and older have diabetes.
• Around 3.2 million deaths every year are attributable to complications of diabetes; six deaths every minute.
• Diabetes is the most frequently reported cause of kidney failure in the United States
• The total annual economic cost of diabetes in 2007 was estimated to be $174 billion.
• At least 171 million people worldwide have diabetes; this figure is likely to be more than double by 2030.
• Sources:• American Diabetes Association – http://www.diabetes.org/• Agency for Healthcare and Research Quality – http://www.ahrq.gov/• Center for Disease Control and Prevention – http://www.cdc.gov• Robert Wood Johnson Foundation – http://www.rwjf.org/• United States National Center for Health Statistics – http://www.cdc.gov/nchs/• World Health Organization – http://www.who.int/en/
Scripps Diabetes Inpatient Stats-2004-2007
PERCENT OF DIABETIC INPATIENTSFISCAL YEAR TOTALS
0%
5%
10%
15%
20%
25%
30%
CVENGRLJME
RA
TE
FY04 FY05 FY06 FY07
2009 Major Accomplishments
• Systemwide glucose reports
• Systemwide sub-Q insulin protocols
• Systemwide insulin pharmacy reports
Sample Glucose Reports – Scripps Enterprise Data Warehouse
StandardizedSubcutaneous Insulin Orders
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Scripps Clinic/Scripps Green Hospital Grand RoundsWednesday, Nov. 18, 2009
Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
2
Insulin Orders - Green
Protocol = Subcut insulin order set for eating and
NPO patient; patient must be receiving basal insulin
plus nutritional or correctional; or nutritional
plus correctional insulin
RED-Sliding scale insulinYELLOW-Basal/BolusGREEN-Protocol
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Scripps Clinic/Scripps Green Hospital Grand RoundsWednesday, Nov. 18, 2009
Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACEProfessor of MedicineProfessor of Medicine
Director, Grady Hospital Clinical Research UnitDirector, Grady Hospital Clinical Research UnitDirector, Diabetes and Endocrinology SectionDirector, Diabetes and Endocrinology Section
Emory University School of MedicineEmory University School of Medicine
InhospitalInhospital GlycemicGlycemic Management Management of Diabetes: ADA/AACE Position of Diabetes: ADA/AACE Position
StatementStatement
Case Presentation:
48 y/o male with an 8 yr history of DM admitted 3 day history of fever, cough, and RLL pneumonia on chest x-ray. Previously treated with metformin and sulfonylurea.
Lab: BG 264 mg/dL, creatinine 1.8 mg/dL, A1C: 8.4%.
Given this patientGiven this patient’’s history and laboratory values, what is the s history and laboratory values, what is the best treatment option for best treatment option for glycemicglycemic management?management?
1. Continuous IV insulin drip?
2. Sliding-scale regular insulin?
3. Split-mixed regimen – NPH + Regular insulin?
4. Basal bolus regimen – long + rapid acting analogs?
1. Umpierrez G et al. J Clin Endocrinol Metabol. 2002, 87:978-982.2. Levetan CS et al. Diabetes Care. 1998;21:246-249.3. Krinsley JS. Mayo Clin Proc. 2003;78:1471-1478.4. Falciglia M et al. 66th ADA Scientific Meeting, 2006.
Hyperglycemia Is Common in Hospitalized Patients
Non-critically ill medical/surgical: 38%
Intensive care units (ICU): 29% – 100% Episodes of glucose >110 mg/dL: 100% Episodes of glucose >200 mg/dL: 31% Mean glucose >145 mg/dL: 39%
Hyperglycemia*: A Common Comorbidityin Medical-Surgical Patients in a Community Hospital
62%62%
12%12%
26%26%
NormoglycemiaNormoglycemia
Known DiabetesKnown Diabetes
New HyperglycemiaNew Hyperglycemia
UmpierrezUmpierrez G et al, J G et al, J ClinClin EndocrinolEndocrinol MetabolMetabol 87:978, 200287:978, 2002
n = 2,020n = 2,020
* Hyperglycemia: Fasting BG * Hyperglycemia: Fasting BG 126 mg/dl126 mg/dlor Random BG or Random BG 200 mg/dl X 2200 mg/dl X 2
Hyperglycemia: Scope of the Problem
Kosiborod M, et al. J Am Coll Cardiol. 2007;49(9):1018-183:283A-284A.
No Diabetes
26%
Diabetes 50
40
30
20
10
0<110 110-140
50
40
30
20
10
0<110 110-140 140-170 170-200 >200
78%
140-170 170-200 >200
Mean BG, mg/dL
Pat
ien
ts,
%
Hyperglycemia and Pneumonia OutcomesHyperglycemia and Pneumonia Outcomes
0
5
10
15
20
25
30
Mortality
HospitalComplications
BG (mg/dl) < 110 110 - <198 198 - <250 ≥250
* *
* *
* p: < 0.05 vs BG < 198 mg/dl (11 mmol/L)
Admission glucose (mg/dl)
%
McAllisterMcAllister et al, et al, DiabetesDiabetes CraeCrae 28:81028:810--815, 2005815, 2005
N= 2,471 patients with CAP
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Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
~2x
Mor
talit
y R
ate
(%)
Mean Glucose Value (mg/dL)
Krinsley JS. Mayo Clin Proc. 2003;78:1471-1478.
N=1826 ICU patients.
0
5
10
15
20
25
30
35
40
45
80-99 100-119 120-139 140-159 160-179 180-199 200-249 250-299 >3000
5
10
15
20
25
30
35
40
45
0
5
10
15
20
25
30
35
40
45
Hyperglycemia and Mortalityin the MICU
~4x~3x
Hyperglycemia: An Independent Marker of In-Hospital Mortality in Patients with Undiagnosed Diabetes
Total InTotal In--patient Mortalitypatient Mortality
NormoglycemiaNormoglycemia Known Known NewNewDiabetesDiabetes HyperglycemiaHyperglycemia
1.7%1.7% 3.0%3.0%
16.0% 16.0% **
Mor
talit
y (%
)M
orta
lity
(%)
* P < 0.01* P < 0.01
UmpierrezUmpierrez GE et al, J GE et al, J ClinClin EndocrinolEndocrinol MetabolMetabol 87:978, 200287:978, 2002
Study Setting Population Clinical Outcome
Furnary, 1999 ICU DM undergoing open heart surgery 65% infection
Furnary, 2003 ICU DM undergoing CABG 57% mortality
Krinsley, 2004 Medical/surgical ICU Mixed, no Cardiac 29% mortality
Malmberg, 1995 CCU Mixed 28% mortalityAfter 1 year
Van den Berghe, 2001* Surgical ICU Mixed, with CABG 42% mortality
Lazar, 2004 OR and ICU CABG and DM 60% A Fib post op survival 2 yr
*RCT, randomized clinical trial.
Kitabchi & Umpierrez. Metabolism. 2008;57:116-120.
Early Observation & Intervention Trials
Insulin Infusion Reduces Wound Infections In Diabetic Patients After Cardiac Surgery:
The Portland Protocol
Prospective study of 2,467 consecutive diabetics who Prospective study of 2,467 consecutive diabetics who underwent open heart surgery between 1/87underwent open heart surgery between 1/87--11/97.11/97.
1, 499 1, 499 968968Continuous IV insulinContinuous IV insulin Sliding scale insulin Sliding scale insulin
(CII)(CII) (SSI Q 4(SSI Q 4--hr)hr)
BG goal: 150BG goal: 150--200 mg/dl200 mg/dl BG goal: ~ 200 mg/dl BG goal: ~ 200 mg/dl
FurnaryFurnary AP et al, Ann AP et al, Ann ThoracThorac SurgSurg 67:35267:352--62, 199962, 1999
Day of surgery: 241 mg/dLPOD #1: 206 mg/dLPOD #2: 195 mg/dLPOD#3: 188 mg/dl
Day of surgery: 199 mg/dLPOD #1: 176 mg/dLPOD #3: 185 mg/dLPOD#3: 181 mg/dl
2, 467 patients2, 467 patients
DSWI, deep sternal wound infection; SCI, subcutaneous insulin; CII, continuous insulin infusion.
4.0
3.0
2.0
1.0
0.0
DSWI(%)
87 88 89 90 91 92 93 94 95 96 97
Year
Patients with diabetes
Patients without diabetes
Furnary AP, et al. Ann Thorac Surg. 1999;67:352–362.
CII(N=3554) SCI
Portland Diabetes Project: Insulin Infusion Reduces DSWI
Blood Glucose (mg/dL)
<150 150-175
200-225
175-200
>250225-250
P<0.0001
*P<0.001
PostopMortality
BG <200n=662
1.8%
BG >200
n=1369
5.0% *
Pos
top
Mor
talit
y (%
)
Adjusted for 19 clinical and operation variables
Furnary AP et al. Circulation. 1999:100 (Suppl I): I-591.
1.4 1.72.1
3.8
5.8
8.6
0
2
4
6
8
10
Hyperglycemia: A Predictor of Mortality Following CABG in Diabetics
CABG, coronary artery bypass graft.
First Postop Glucose >200
• 2x LOS• 3x Vent duration• 7x mortality !!!
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Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
Intensive Insulin Therapy in Critically Ill Patients: The Leuven SICU Study
Randomized controlled trial: 1548 patients admitted to a surgical ICU, receiving mechanical ventilation.
Conventional therapyConventional therapy: : IV insulin only if BG >215 mg/dL Target BG levels: 180-200 mg/dL Mean daily BG: 153 mg/dL
Intensive therapyIntensive therapy: : IV insulin if BG >110 mg/dL Target BG levels : 80-110 mg/dL Mean daily BG: 103 mg/dL
Van den Berghe et al. N Engl J Med. 2001;345:1359-1367.
Intensive Insulin Therapy in Critically Ill Patients: SICU
**
**
**
**
**
**
*P<0.01
Van den Berghe et al. N Engl J Med. 2001;345:1359-1367. Relative Risk Reduction (%)
AACE AACE -- Consensus Conference Consensus Conference Suggested Blood Glucose TargetsSuggested Blood Glucose Targets
Upper Limit Inpatient Upper Limit Inpatient GlycemicGlycemic Targets:Targets:
ICU: 110 mg/dl (6.1 ICU: 110 mg/dl (6.1 mmolmmol/L)/L)
NonNon--critical care (limited data)critical care (limited data)•• PrePre--prandial: 110 mg/dl (6.1 prandial: 110 mg/dl (6.1 mMmM))•• Maximum: 180 mg/Maximum: 180 mg/dLdL (10 (10 mMmM))
AACE- Endocrine Practice 10 (1): 77-82, 2004AAE – Endocrine Practice February 2006ADA- Diabetes Care 27: 553-591, 2004
The current ADA guideline for pre-prandial plasma glucose levels is 90–130 mg/dl
Intensive Glucose Management in RCT
Trial N Setting Primary
Outcome ARR RRROdds Ratio
(95% CI) P-value
Van den Berghe2006
1200 MICU Hospitalmortality
2.7% 7.0% 0.94*(0.84-1.06)
N.S.
HI-52006
240 CCU AMI 6-mo mortality
-1.8%* -30%* NR N.S.
Glucontrol2007
1101 ICU ICU mortality
-1.5% -10% 1.10*(0.84-1.44)
N.S.
Ghandi2007
399 OR Composite 2% 4.3% 1.0*(0.8-1.2)
N.S.
VISEP2008
537 ICU 28-dmortality
1.3% 5.0% 0.89*(0.58-1.38)
N.S.
De La Rosa 2008
504 SICUMICU
28-d mortality
-4.2% * -13%* NR N.S.
NICE-SUGAR2009
6104 ICU 3-mo mortality
-2.6% -10.6 1.14(1.02-1.28)
< 0.05
*not significant
Study Aim: To compare the effects of 2 insulin regimens on clinical outcome: Intensive Therapy groupIntensive Therapy group: :
•• Target BG: Target BG: 80 - 110 mg/dLAchieved mean BG: 118 mg/dl (109-131 mg/dl)
Conventional Therapy groupConventional Therapy group: : • Target BG: 140 - 180 mg/dL
Achieved mean BG: 147 mg/dl (127-163 mg/dl)
Nondiabetic patients: 872 Diabetic patients: 210
Glucose Control in the ICU: How Low Should We Go?
Glucontrol
Preiser JC et al, J Crit Care 2009
IIT(n=536)
CIT(n=546) P
Nondiabetic patients 872 patientsDeaths
Diabetic patients210 patients Deaths
44617.0%
9016.7%
42616.2%
12011.7%
0.738
0.298
Glucontrol
Preiser JC et al, J Crit Care 2009
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0.162153.8%32.6%Death among patients with hypoglycemia <40, %
0.426515.2016.97Mortality rate, %
PCIT
(n=546)IIT
(n=536)
Median (IQR)
<0.00012.4%8.6%Patients with hypoglycemia <40, %
PCIT
(n=546)IIT
(n=536)
Glucontrol
Preiser JC et al, J Crit Care 2009
VISEP TrialVISEP Trial
Study Aim: Study Aim: to evaluate clinical outcome in 600 subjects with to evaluate clinical outcome in 600 subjects with sepsis randomized to conventional or intensive insulin therapy isepsis randomized to conventional or intensive insulin therapy in n 18 academic hospitals in Germany. 18 academic hospitals in Germany.
Primary Outcomes:Primary Outcomes:
Mortality (28 days) and morbidity (sequential organ failure Mortality (28 days) and morbidity (sequential organ failure dysfunction, SOFA dysfunction, SOFA Safety endSafety end--point: hypoglycemia (BG<40 mg/dl) point: hypoglycemia (BG<40 mg/dl)
Conventional TherapyConventional Therapy: : CII started at BG > 200 mg/dl and CII started at BG > 200 mg/dl and adjusted to maintain a BG 180 adjusted to maintain a BG 180 -- 200 mg/dl 200 mg/dl ((mean BG 151 mg/dL)mean BG 151 mg/dL). . Intensive Therapy groupIntensive Therapy group: : CII started at BG > 110 mg/dl and CII started at BG > 110 mg/dl and adjusted to maintain BG 80 adjusted to maintain BG 80 --110 mg/dl110 mg/dl((mean BG 112 mg/dL)mean BG 112 mg/dL). .
Brunkhorst et al, N Engl J Med 358:125Brunkhorst et al, N Engl J Med 358:125--39, 200839, 2008
Blood Glucose Overall Survival
VISEP Trial
Days
Conventional therapy
Intensive therapy
0 1 2 3 4 5 6 7 8 9
Mea
n Bl
ood
Glu
cose
(m
g/dL
)
10 11 12 13 140
50
100
150
200
0 10 20 30 40 50 60 70 80 90 100
Days
Prob
abili
ty o
f Sur
viva
l (%
)
Conventional therapy (n=290)
Intensive therapy (n=247)
0
10203040
5060
7080
90
100
Brunkhorst FM et al. N Engl J Med. 2008;358:125-139.
Data from 537 patients:247 received IIT goal: 80 – 110 mg/dL: mean BG 112 mg/dL290 received CIT goal: 180 – 200 mg/dL: mean BG 151 mg/dL
IIT, intensive insulin therapy; CIT, conventional insulin therapy.
VISEP Trial
Brunkhorst FM et al. N Engl J Med. 2008;358:125-139.
IIT(n=247)
CIT(n=290) P
Mortality rate, %28 days90 days
24.739.7
26.035.4
0.740.31
Patients with ≤40 mg/dL), hypoglycemia, % 17.0% 4.1% <0.001
SOFA score (mean)95% CI
7.87.3-8.3
7.77.3-8.2
0.16
The NICE-SUGAR Study
Multicenter-multinational RCT (Australia, New Zealand, and Canada) in 6104 ICU patients, randomized to:
• Intensive, BG target: 4.5 and 6.0 mmol/L (81 - 108 mg/dL) • Conventional, BG target: < 10.0 mmol/L (180 mg/dL)
Primary Outcome:
• Death from any cause within 90 days after randomization
Mean APACHE II score: ~ 21, Reason for ICU admission: surgery: ~37%, medical: 63%, History of DM: 20% (T1DM: 8%, T2DM: 92%)At randomization: Sepsis: 22%, trauma: 15%, APACHE > 25: 31%
NICE-SUGAR Study. N Engl J Med. 360:1283-1297, 2009.
The NICE-SUGAR Study
Blood Glucose Level, According to Treatment Group
IIT goal: 81 – 108 mg/dL(mean BG 118 mg/dL)
CIT goal: <180 mg/dL(mean BG 145 mg/dL)
Probability of Survival
90 day mortality: IIT: 829 patients (27.5%), CIT: 751 (24.9%) Absolute mortality difference: 2.6% (95% CI, 0.4 to 4.8); Odds ratio for death with IIT was 1.14 (95% CI, 1.02 to 1.28; P = 0.02).
829
751
RR= 1.14
NICE-SUGAR Study. N Engl J Med. 360:1283-1297, 2009.
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Scripps Clinic/Scripps Green Hospital Grand RoundsWednesday, Nov. 18, 2009
Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
NICE-SUGAR Study Outcomes
Outcome Measure Intensive Group
Conventional Group
Morning BG (mg/dL) 118 + 25 145 + 26
Hypoglycemia
(≤ 40mg/dL)
206/3016
(6.8%)
15/3014
(0.5%)28 Day Mortality
(p=0.17) 22.3% 20.8%
90 Day Mortality (p=0.02) 27.5% 24.9%
NICE-SUGAR Study. N Engl J Med. 360:1283-1297, 2009.
Favors IIT Favors ControlMixed ICU
Medical ICU
Surgical ICU
ALL ICU
Intensive Insulin Therapy and Mortality Among Critically Ill Patients
Griesdale DE, et al. CMAJ. 2009;180(8):821-827.
Griesdale DE, et al. CMAJ. 2009;180(8):821-827.
Favors IIT Favors Control
Hypoglycemic Events
Intensive Insulin Therapy and Hypoglycemic Events in Critically Ill Patients
No. Events/Total No. Patients
Study IIT Control Risk ratio (95% CI)
Van den Berghe et al 39/765 6/783 6.65 (2.83-15.62)
Henderson et al 7/32 1/35 7.66 (1.00-58.86)Bland et al 1/5 1/5 1.00 (0.08-11.93)Van den Berghe et al 111/595 19/605 5.94 (3.70-9.54)Mitchell et al 5/35 0/35 11.00 (0.63-191.69)Azevedo et al 27/168 6/169 4.53 (1.92-10.68)De La Rosa et al 21/254 2/250 10.33 (2.45-43.61)Devos et al 54/550 15/551 3.61(2.06-6.31)Oksanen et al 7/39 1/51 9.15 (1.17-71.35)Brunkhorst et al 42/247 12/290 4.11(2.2-7.63)Iapichino et al 8/45 3/45 2.67 (0.76-9.41)Arabi et al 76/266 8/257 9.18 (4.52-18.63)Mackenzie et al 50/121 9/119 5.46 (2.82-10.60)NICE-SUGAR 206/3016 15/3014 13.72 (8.15-23.12)
Overall 654/6138 98/6209 5.99 (4.47-8.03)
0.1 1 10
Risk Ratio (95% CI)Moghissi ES, et al; AACE/ADA Inpatient Glycemic Control Consensus Panel. Endocr Pract. 2009;15(4). http://www.aace.com/pub/pdf/guidelines/InpatientGlycemicControlConsensusStatement.pdf.
AACE/ADA Recommended Target Glucose Levels in ICU Patients
ICU setting: Starting threshold of no higher than 180 mg/dL Once IV insulin is started, the glucose level should be
maintained between 140 and 180 mg/dL Lower glucose targets (110-140 mg/dL) may be appropriate
in selected patients Targets <110 mg/dL or >180 mg/dL are not recommended
Recommended140-180
Acceptable110-140
Not recommended<110
Not recommended>180
Is Hypoglycemia Life Threatening?
Strategies for Preventing Hypoglycemia
Svensson AM et al. Eur Heart J. 2005 26:1255-1261.
Blood Glucose During Hospitalization and Incidence of Death Within 2 Years
Lowest blood glucose recorded during hospital stay
≤3.0 mmol/L or 55 mg/dLn+44; 20 deaths
3.1-6.5 mmol/L or 56-119 mg/dLn=364; 101 deaths
≥6.6 mmol/L or ≥120 mg/dLn=276; 107 deaths
1.93 (1.18-3.17)
-3.5 -2.5 -1.5 -.5 .5 1.5 2.5 3.5
Referent
1.48 (1.09-1.99)
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Scripps Clinic/Scripps Green Hospital Grand RoundsWednesday, Nov. 18, 2009
Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
Krinsley JS, Grover A. Crit Care Med. 2007;35(10):2262-2267.
Severe hypoglycemia (<40 mg/dL) was associated with an increased risk of mortality (OR, 2.28; 95% CI, 1.41-3.70; P=.0008)
Severe Hypoglycemia in Critically Ill Patients Associated With Increased Risk of Mortality
0
10
20
30
40
50
60
SH Controls No SH
Mo
rtal
ity
Rat
e, %
Mean Glucose & In-Hospital Mortality in 16,871 Patients with AMI
(Reference: Mean BG 100-110 mg/dl)
Kosiborod M et al. Circulation 2008:117:1018
Unadjusted Results
Hypoglycemia in ACS
Hypoglycemia No hypoglycemia p-value
All Patients n=482 n=7338
In-hospital mortality 61 (12.7%) 701 (9.6%) 0.026
No insulin treatment
n=136 n=4639
In-hospital mortality 25 (18.4%) 425 (9.2%) 0.0003
Insulin-treated patients n=346 n=2699
In-hospital mortality 36 (10.4%) 276 (10.2%) 0.92
Kosiborod M, et al. JAMA. 2009;301(5):1556-1564.
Multivariable Analysis
Hypoglycemia in ACS
Kosiborod M, et al. JAMA. 2009;301(5):1556-1564.
Is hypoglycemia life-threatening?
• No direct evidence indicating insulin-induced hypoglycemia results in increased mortality
• Similar to hyperglycemia, severe hypoglycemia appears to be a marker of poor ICU outcome
• Hypoglycemia is a predictor of higher mortality in patients not treated with insulin, but not in insulin treated patients
Hypoglycemia and Cardiovascular Events
Tachycardia and high blood pressure Myocardial ischemia Silent ischemia, angina, infarction
Cardiac arrhythmias Transiently prolonged corrected QT interval, Increased QT dispersion
Sudden death
Wright RJ, Frier BM, Diabetes Metab Res Rev 2008; 24: 353–363.
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Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
0
20†
(2‡)
40†
(4‡)
60†
(6‡)
80†
(8‡)
100†
(10‡)
120†
(12‡)
0 30 60 90 120 150 180 210 240
0
5*(0.5**)
10*(1.0**)
15*(1.5**)
20*(2.0**)
25*(2.5**)
30*(3.0**)
35*(3.5**)
40*(4.0**)
45*(4.5**)
50*(5.0**)
IL-6 (μg/ml)
Glucose (mg/dl) Cortisol (μg/dl)
140†
(14‡)
160†
(16‡)
IL-8 (μg/ml)
Epinephrine (μg/ml)
Proinflammatory cytokines in response to insulin-induced hypoglycemia
Razavi L, et al. Metabolism. 2009;58:4434481.ACE/ADA Task Force on Inpatient Diabetes. Diabetes Care. 2006 & 20092.Diabetes Care. 2009;31(suppl 1):S1-S110..
Antihyperglycemic Therapy
InsulinRecommended
OADsNot Generally
Recommended
IV Insulin
Critically ill patients in the ICU
SC Insulin
Non-critically ill patients
Recommendations for Managing Patients With Diabetes in the Hospital Setting
Methods for Managing Hospitalized Persons With Diabetes
ICU Continuous IV insulin Infusion
Non-ICU Basal/bolus therapy (MDI)
• NPH and Regular insulin• Long-acting and rapid-acting insulin
Premix insulin
Sliding Scale Short-Acting Insulin
Leuven SICU Study1 Yale Insulin Infusion Protocol2
MICU Insulin Infusion Protocol (N=69)
0
50
100
150
200
250
300
350
400
450
0 12 24 36 48 60 72
Hours
Blo
od G
luco
se (
mg/
dL)
Glucommander3
050
100150
200250
300350
400450
0 2 4 6 8 10 12 14 16 18 20 22 24
Hours
Glu
cose
(m
g/d
L)
1. Van den Berghe et al. N Engl J Med. 2001;345:1359-1367. 2. Goldberg PA et al. Diabetes Care. 2004;27:461-467.3. Davidson et al. Diabetes Care. 2005;28:2418-2423. 4. Finfer S, et al. N Engl J Med. 2009;360(13):1283-1297.
Admission Day 1 Day 5 Day 15
Blo
od G
luco
se (
mm
ol/L
) Intensive - Mean BG 103 mg/dL Conventional - Mean BG 153 mg/dL
0
2
4
6
8
10
12
14
Last day
Strategies for Achieving Glycemic Targets in the ICU
NICE-SUGAR4
BG, mg/dL
1 8 0
1 6 0
1 4 0
1 2 0
1 0 0
8 00
1 2 3 4 5 86 7 9 1 0 1 1 1 2 1 3 1 4B a s e -
lin e
D a y s A f te r R a n d o m iz a t io n
C IT
I IT
1 0 8
ProtocolProtocol IITIIT CITCITLeuven SICULeuven SICU 103103 153 153
Leuven MICULeuven MICU 111111 153 153
De la RosaDe la Rosa 120120 149 149
GlucontrolGlucontrol 118118 143143
VISEPVISEP 112112 151151
NICE SUGARNICE SUGAR 118118 145145
Van Den Berghe G, et al. N Engl J Med. 2001; Van Den Berghe G, et al. N Engl J Med. 2006;De la Rosa,et al, Crit Care 2008; Brunkhorst et al. N Engl J Med. 2008; Preiser JC, SCCM, 2007; Nice Sugar, NEJM 2009
Glycemic Values Achieved with IV Insulin Protocols
IIT: Intensive insulin therapyCIT: Control, conventional insulin therapyResults are expressed as mean BG during hospital stay, mg/dL
ProtocolProtocol Hypo definitionHypo definition % patients% patients RRRR
Leuven SICULeuven SICU11 <40 mg/dL<40 mg/dL 5.1%5.1% 77
Leuven MICULeuven MICU22 <40 mg/dL<40 mg/dL 19%19% 66
GlucontrolGlucontrol33 <40 mg/dL<40 mg/dL 8.6% ----
VISEPVISEP44 <40 mg/dL<40 mg/dL 17.4%17.4% 4.114.11
NICE SUGARNICE SUGAR55 <40 mg/dL<40 mg/dL 6.5%6.5% 13.713.7
1. Van Den Berghe G, et al. N Engl J Med. 2001:345:1359; 2. Van Den Berghe G, et al. N Engl J Med. 2006;354:449-461; 3. Brunkhorst FM et al. N Engl J Med. 2008; 358:125-139; 4. Preiser JC, SCCM, 2007; 5. Finfer S, et al. N Engl J Med. 2009;360(13):1283-1297.
Hypoglycemia Rates in IV Insulin Protocols
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Scripps Clinic/Scripps Green Hospital Grand RoundsWednesday, Nov. 18, 2009
Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
Glucommander vs StandardGlucommander vs StandardMean Glucose ValuesMean Glucose Values
Mean Glucose Maintained once Target AchievedGlucommander = 103.4 ± 9 mg/dLStandard = 120.4 ± 18 mg/dL
* p < 0.0001Newton CA et al. ADA Scientific Meeting. June 2008.
Glucommander vs. StandardGlucommander vs. Standard
% of Glucoses Maintained within Target AchievedGlucommander = 68.6%Standard = 46.4%*
* p < 0.0001Newton CA et al. Diabetes 57 (Suppl. 1) 136A, 2008.
Hypoglycemia & Hyperglycemia After Target Achieved (patients)
p = NS
p = NS
p = 0.02
Newton CA et al. Diabetes 57 (Suppl. 1) 136A, 2008.
Algorithm 1 Algorithm 2 Algorithm 3 Algorithm 4
BG (mg/dL) Units/hr BG (mg/dL) Units/hr BG
(mg/dL) Units/hr BG (mg/dL) Units/hr
<60 = Hypoglycemia (See below for treatment)
<70 Off <70 Off <70 Off <70 Off
70-109 0.2 70-109 0.5 70-109 1 70-109 1.5
110-119 0.5 110-119 1 110-119 2 110-119 3
120-149 1 120-149 1.5 120-149 3 120-149 5
150-179 1.5 150-179 2 150-179 4 150-179 7
180-209 2 180-209 3 180-209 5 180-209 9
210-239 2 210-239 4 210-239 6 210-239 12
240-269 3 240-269 5 240-269 8 240-269 16
270-299 3 270-299 6 270-299 10 270-299 20
300-329 4 300-329 7 300-329 12
330-359 4 330-359 8 330-359 14 >330 28
>360 6 >360 12 >360 16
Strategies for Preventing Hypoglycemia
Newton CA et al. Diabetes 57 (Suppl. 1) 136A, 2008.
24300-329
Reduce insulin rate or hold insulin
infusion at a higher BG
concentration
140-180
NEJM 360:1346 2009
There is no clear benefit to using IV
insulin infusion protocols that
target BG range 80-110 mg/dl. This target has been shown to
increase the risk for severe
hypoglycemia.
Observational and RCT have
shown that inpatient glycemic
control reduces hospital
complications, length of
hospital stay, and mortality.
Recommended140-180
Acceptable110-140
Not recommended>180
Not recommended<110
110-140
Methods for Managing Hospitalized Methods for Managing Hospitalized NonNon--ICU Patients With DiabetesICU Patients With Diabetes
Basal/bolus therapy (MDI)Basal/bolus therapy (MDI)••NPH and Regular insulinNPH and Regular insulin•• LongLong--acting and rapidacting and rapid--acting insulinacting insulin
Premix insulinPremix insulin
Sliding Scale ShortSliding Scale Short--Acting Insulin Acting Insulin
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Scripps Clinic/Scripps Green Hospital Grand RoundsWednesday, Nov. 18, 2009
Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
AACE/ADA Target Glucose Levels in Non–ICU Patients
Non–ICU setting: Premeal glucose targets <140 mg/dL Random BG <180 mg/dL To avoid hypoglycemia, reassess insulin regimen if
BG levels fall below 100 mg/dL Occasional patients may be maintained with a glucose
range below and/or above these cut-points
Hypoglycemia = BG <70 mg/dLSevere hypoglycemia = BG <40 mg/dL
Moghissi ES, et al; AACE/ADA Inpatient Glycemic Control Consensus Panel. Endocr Pract. 2009;15(4). http://www.aace.com/pub/pdf/guidelines/InpatientGlycemicControlConsensusStatement.pdf
Study Type: Prospective, multicenter, randomized, open-label trial
Patient Population: 130 subjects with DM2 Diet and/or oral hypoglycemic agents
Umpierrez et al, Diabetes Care 30:2181–2186, 2007
Rabbit 2 Trial: Changes in Glucose Levels With Basal-Bolus vs. Sliding Scale Insulin
Umpierrez GE, et al. Diabetes Care. 2007;30(9):2181-2186.
Days of Therapy
BG
, m
g/d
L
100
120
140
160
180
200
220
240
Admit 1
Sliding-scale
Basal-bolus
bP<.05.
aa a
b bb
b
2 3 4 5 6 7 8 9 10
aP<.05.
• Sliding scale regular insulin (SSRI) was given 4 times daily • Basal-bolus regimen: glargine was given once daily; glulisine was given before meals.0.4 U/kg/d x BG between 140-200 mg/dL0.5 U/kg/d x BG between 201-400 mg/dL
Persistent hyperglycemia (BG>240 mg/dl) is common (15%) during SSI therapy
Days of Therapy
BG
, mg
/dL
100120140160180200220240
Admit 1
Sliding-scale Basal-bolus
260280300
3 3 4 5 6 72 4 21
Rabbit 2 Trial: Treatment Success With Basal-Bolus vs. Sliding Scale Insulin
Hypoglycemia rate: Basal Bolus Group:
BG < 60 mg/dL: 3% BG < 40 mg/dL: none
SSRI: BG < 60 mg/dL: 3% BG < 40 mg/dL: none
Umpierrez GE, et al. Diabetes Care. 2007;30(9):2181-2186.
Study Type: Prospective, randomized, open-label trial
Patient Population: 130 subjects with DM2 Oral hypoglycemic agents or insulin therapy
Study Sites: Grady Memorial Hospital, Atlanta, GARush University Medical Center, Chicago, IL
Umpierrez et al, J Clin Endocrinol Metab 94: 564–569, 2009
DEAN Trial: Changes in Mean Daily Blood Glucose Concentration
BG
, m
g/d
L
Duration of Therapy, d
Data are means SEM.
Detemir + aspartNPH + regular
Basal-bolus regimen: detemir was given once daily; aspart was given before meals.NPH/regular regimen: NPH and regular insulin were given twice daily, two thirds in AM, one third in PM.
Umpierrez GE, et al. J Clin Endocrinol Metab. 2009;94(2):564-569.
P=NS
100
120
140
160
180
200
220
240
Pre-RxBG
0 1 2 3 4 5 6-10
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Scripps Clinic/Scripps Green Hospital Grand RoundsWednesday, Nov. 18, 2009
Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
NPH/Regular BG < 40 mg/dl: 1.6% BG < 60 mg/dl: 25.4%
Detemir/Aspart BG < 40 mg/dl: 4.5% BG < 40 mg/dl: 32.8%
Umpierrez et al, J Clin Endocrinol Metab 94: 564–569, 2009
Half of patients were receiving insulin prior to admission and received similar outpatient insulin dose in the hospital
DEAN Trial: Hypoglycemia
To determine risk factors for
hypoglycemic events during SC insulin
therapy
p-value*
variable BG < 60 mg/dl BG < 70 mg/dl
AGE 0.036 0.001
wt 0.027 0.001
A1C 0.521 0.658
Creatinine 0.011 0.002
Enrollment BG 0.166 0.319
Previous treatment 0.005 <.001Previous insulin Rx <0.001 <.001
Treatment group <0.001 <.001*p-values are from Wilcoxon Two-Sample Test
Summary of Univariate Analyses
Umpierrez et al. Diabetes (Suppl 1) A516, 2009
Does 1 Size Fit All For Glycemic Targets For All Patients?
0 1 2 3 4 5
111111--145145
146146--199199
200200--300300
> 300> 300
Me
an
BG
(m
g/d
L)
Me
an
BG
(m
g/d
L)
NonNon--diabeticsdiabetics153,910153,910
Odd RatioOdd Ratio
0 1 2 3 4 5
DiabeticsDiabetics62,86862,868
Odd RatioOdd Ratio
ICU Mortality Risk Greater in Hyperglycemic Patients Without History of Diabetes
No History Diabetes History Diabetes
Falciglia et al, J Crit Care Med Dec 2009
216,775 consecutive first admission
177 surgical, medical, cardiac ICUs
73 geographically diverse VAMC
0 1 2 3 4 5
111111--145145
146146--199199
200200--300300
> 300> 300
Me
an
BG
(m
g/d
L)
Me
an
BG
(m
g/d
L)
N= 13,051N= 13,051
Odd RatioOdd Ratio
0 1 2 3 4 5
N= 4,782N= 4,782
Odd RatioOdd Ratio
Mortality Risk in AMI and COPD
AMI COPD
P: NSP: NSP: < 0.01P: < 0.01
Falciglia et al, J Crit Care Med Dec 2009
Hyperglycemia and Mortality
Positive Association
Unstable anginaArrhythmiaStrokePneumoniaGI bleedRespiratory failureSepsisAcute renal failureCHF
No Association
COPDHepatic failureDKAGI neoplasmMusculoskeletalPVD with bypassHip fracturePVD- amputationProstate surgery
Falciglia et al, J Crit Care Med Dec 2009
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Scripps Clinic/Scripps Green Hospital Grand RoundsWednesday, Nov. 18, 2009
Guillermo E. Guillermo E. UmpierrezUmpierrez, MD, FACP, FACE, MD, FACP, FACE
Inpatients Diabetes ManagementSummary:
Hyperglycemia is frequent in hospitalized patients with and without history of diabetes
Hyperglycemia (hypoglycemia?) is a marker of poor outcome in critically and non-critically ill patients
Improvement in clinical outcome has been shown by improved glycemic control in a variety of inpatient settings
Intensive Glycemic Control in Acutely Ill Patients
80-110
80-130
100-140
140-180
<200
IV Insulin Infusion Protocol
Basal Bolus Insulin
Glycemic Management Teams
Strategies for Preventing Hypoglycemia
In-service training on new treatment modalities and the actions of new antihyperglycemic agents
Avoidance of sliding-scale insulin alone
Reducing outpatient insulin dose in patients treated with insulin prior to admission
Basal Bolus is preferred over SSRI and NPH/regular combination
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