Blood Glucose Monitoring HbA1c measurements Insulin Pumps. Bad Old Days of Diabetes (Before 1980)
Progress Towards Closed-Loop Artificial Pancreas Systems in Diabetes
William V. Tamborlane, MD Professor of Pediatrics Yale University School of Medi...
DCCT Results Improved diabetic control with intensive vs conventional treatment decreased the risk of development and progression of early: – Retinopathy by 50-75% – Nephropathy by 35-55% – Neuropathy by 60% Three-fold increase in the risk of severe hypoglycemia DCCT Research Group, N Engl J Med 1993; 329:977-986
Why do we need an artificial pancreas? • Too many T1D patients fail to achieve target A1c goals • Severe hypoglycemia remains an ever present danger • Burden of care are extremely high and have increased with the translation of new diabetes technologies into clinical practice
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Why not islet cell replacement therapies?
• Limited to small segments of population due to limitations in supply • Problems with rejection have not been overcome • They are not well suited for children with T1DM due to excessive morbidities related to immuno-suppression.
Essential elements of CL Systems Already Available
Control Algorithm
Continuous glucose sensor Insulin pump
All Three Elements Already Available Insulin Pumps Decades of experience with this technology • Now used by large numbers of youth with T1DM • Newer models better than ever •
Continuous Glucose Monitors •Commercially available for >10 years •Shown to be efficacious for open-loop therapy •Strong pipeline of improved devices
Controller Algorithms •PID •MPC •Fuzzy Logic
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a)
GLUCOSE (mg/dl)
Medtronic ePID UCLA study 300
MEALS
SG
200 100
SUBJECT
0
b)
10
Suplemental Carbohydrate
5 1
10
100 delivery
concentration model fit
8
80 60
6 40
4 2
20
0
0
INSULIN (µ µU/ml)
c)
INSULIN (U/h)
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d) Steil GM, et al. Diabetes. 2006;55:3344-3350.
Lessons Learned Exaggerated post-meal excursions and a tendency to late post-prandial hypoglycemia due to lags in: • Carbohydrate absorption • Increases in interstitial glucose concentrations • Insulin absorption from subcutaneous site
Excellent overnight control but lingering concerns re sensor accuracy
Possible Solutions Exaggerated post-meal excursions: • Hybrid, semi-automatic control with “priming” conventional pre-meal bolus to cover some of carbohydrate in meal Sensor error: • Set slightly higher than normal target glucose value (e.g. 120 rather than 90 mg/dL) to avoid nocturnal hypoglycemia
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Reference Glucose Levels in CL vs Hybrid Control Glucose (mg/dl)
300 setpoint
Closed Loop (N=8)
meals
Hybrid CL (N=9)
200
100
0 6A
Noon
Full CL Hybrid
6P
MidN
6A
Noon
Mean
Daytime
Peak PP
147 ± 58 138 ± 49
154 ± 60 143 ± 50
219 ± 54 196 ± 52
6P
Weinzimer SA. Diabetes Care 2008; 31:934-939.
Percentage of glucose levels in or out of target range < 50 = 2 %
< 50 = 0 %
9
15
3
33 180
58
82
Closed-Loop
Home CSII Weinzimer SA. Diabetes Care 2008; 31:934-939.