Скачать презентацию Update on Artificial Pancreas Project Are We There Скачать презентацию Update on Artificial Pancreas Project Are We There

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Update on Artificial Pancreas Project Are We There Yet? Eda Cengiz, MD, MHS Assistant Update on Artificial Pancreas Project Are We There Yet? Eda Cengiz, MD, MHS Assistant Professor of Pediatrics Yale University School of Medicine

Artificial Pancreas / Bionic Pancreas ? utilizing electronic devices and mechanical parts to assist Artificial Pancreas / Bionic Pancreas ? utilizing electronic devices and mechanical parts to assist humans in performing difficult, dangerous, or intricate tasks, as by supplementing or duplicating parts of the body Artificial intelligence runs the algorithm

The Promise of Artificial Pancreas • Glucose Sensor • Algorithm • Insulin Pump & The Promise of Artificial Pancreas • Glucose Sensor • Algorithm • Insulin Pump & Insulin • Sensor signals transmitted to a laptop computer that displays the sensor glucose and calculates rate of insulin delivery • Rate of insulin delivery is transmitted to the insulin pump Determine insulin requirement real time, deliver proper insulin to achieve euglycemia.

Medtronic Closed-loop System c. 2011 CGM Insulin Pump Laptop Controller Medtronic Closed-loop System c. 2011 CGM Insulin Pump Laptop Controller

During a Typical Clinic Visit at Yale Diabetes Center… How is it going with During a Typical Clinic Visit at Yale Diabetes Center… How is it going with the Artificial Pancreas Dr. C? When is it going to be ready? What is taking so long ?

Challenges & Solutions: Artificial Pancreas (Closed-Loop System) • Progress to date • Pitfalls • Challenges & Solutions: Artificial Pancreas (Closed-Loop System) • Progress to date • Pitfalls • Solutions • Future closed-loop studies (hot off the press!) Glucose Sensors Insulin Delivery Algorithm Insulin Pumps Insulin (ultrafast action)

What is the plan? JDRF Road Map to Artificial Pancreas What is the plan? JDRF Road Map to Artificial Pancreas

Do we need to wait until we have the Fully Automated Artificial Pancreas? Artificial Do we need to wait until we have the Fully Automated Artificial Pancreas? Artificial Pancreas

Progress to date Artificial Pancreas SENSOR-AUGMENTED PUMP THERAPY Progress to date Artificial Pancreas SENSOR-AUGMENTED PUMP THERAPY

CGM improved A 1 c, but not in everyone p=0. 29 p=0. 52 JDRF CGM improved A 1 c, but not in everyone p=0. 29 p=0. 52 JDRF CGM Study Group. N Engl J Med 2008; 359: 1464 -76. p<0. 001

Average Days of CGM Use by Age Group JDRF CGM Study Group. N Engl Average Days of CGM Use by Age Group JDRF CGM Study Group. N Engl J Med 2008; 359: 1464 -76.

Medtronic STAR 3 Sensor-Augmented Pump Trial • The SAP group achieved a greater A Medtronic STAR 3 Sensor-Augmented Pump Trial • The SAP group achieved a greater A 1 C reduction vs. MDI at 3 months and sustained it over 12 months A 1 C Reduction for SAP and MDI Groups ∆ -0. 2 - 0. 6 P<0. 001 ∆ -0. 8 = SAP n = 244 Values are means ± SE. Comparisons between SAP group and MDI group are significant for each time period (P<0. 001). Bergenstal RM, Tamborlane WV, Ahmann A, et al. N Engl J Med. Doi: 10. 1056/NEJMoa 1002853. = MDI n = 241

A 1 C Reduction Correlates to Increased Sensor Use • The majority of patients A 1 C Reduction Correlates to Increased Sensor Use • The majority of patients used sensors ≥ 61% of the time • Patients who used sensors ≥ 81% of the time reduced their mean A 1 C by 1. 2% at 1 year vs. baseline n =27 n =46 n =108 n =56 Values are the difference between the means ± SE. p=0. 003 for association between sensor wear and A 1 C reduction at 1 year. Only 7 participants had sensor use of 20% or less, with a change in A 1 C of -0. 43 at 1 year vs. baseline. Bergenstal RM, Tamborlane WV, Ahmann A, et al. N Engl J Med. Doi: 10. 1056/NEJMoa 1002853.

Direc. Net / Trial. Net Metabolic Control Study • Does the rapid normalization of Direc. Net / Trial. Net Metabolic Control Study • Does the rapid normalization of BG levels at the time of diagnosis of diabetes, followed by superintensive control of BG levels, help to preserve residual beta-cell function? • Use of an artificial pancreas in subjects AT DIAGNOSIS for 3 -4 days to rapidly normalize BG levels, followed by sensor-augmented pump therapy x 2 years

Sensor and BG Levels During CL Therapy Sensor and BG Levels During CL Therapy

Mean Sensor Glucose Levels Prior to, During, and Following CL Therapy Mean Sensor Glucose Levels Prior to, During, and Following CL Therapy

6 wk f/u 3 mth f/u: A 1 c = 5. 9 % 6 wk f/u 3 mth f/u: A 1 c = 5. 9 %

wk f/u 6 mth f/u: A 1 c = 6. 0 % 12 mth wk f/u 6 mth f/u: A 1 c = 6. 0 % 12 mth f/u: A 1 c = “typical” tracing 6. 3 %

Progress to Date Artificial Pancreas PUMP SUSPENSION FOR ACTUAL HYPOGLYCEMIA SENSOR-AUGMENTED PUMP THERAPY Progress to Date Artificial Pancreas PUMP SUSPENSION FOR ACTUAL HYPOGLYCEMIA SENSOR-AUGMENTED PUMP THERAPY

Prevention of Hypoglycemia with AP • Insulin suspension prevented low BG (<60 mg/dl) in Prevention of Hypoglycemia with AP • Insulin suspension prevented low BG (<60 mg/dl) in 78% of the suspensions. • Non resulted in hyperglycemia • Reduction in CGM hypoglycemia alarms

A Semi-Closed-Loop System: The Paradigm® Veo™* • • Integrated sensor Improved Calibration Routines Glucose A Semi-Closed-Loop System: The Paradigm® Veo™* • • Integrated sensor Improved Calibration Routines Glucose trend Alarms – Outside target zone – Predictive – Missing insulin bolus • Minimum basal rate of 0. 025 U/h Keenan et al. , J. Diabetes Sci. Tech. , 2010; 4(1): 111 -118 • Hypoglycemia suspend Buckingham et al. , Diabetes Technol. Ther. , 2009; 11: 93 -97 Attia et al. , Diabetes Care, 1998; 21: 817 -821. – Suspend for 2 hours Guerci et al. , J Clin Endocrinol Metab, 1999; 84: 2673 -2678. Zisser, Diabetes Care, 2008; 31: 238 -239. – Re-suspend after 4 hours if * Investigational device. Limited by U. S. law to investigational needed

Automatic Low-Glucose Suspend LGS off LGS on Mean Glucose (mg/d. L) 145 ± 23 Automatic Low-Glucose Suspend LGS off LGS on Mean Glucose (mg/d. L) 145 ± 23 148 ± 19 Time < 70 per day (min) 101 ± 68 Time > 140 per day (min) 651 ± 240 58 ± 33 * 639 ± 182 * p=0. 002 Number of excursions < 70 and < 40 mg/d. L reduced with LGS Danne T, Diabetes Technol Ther 2011; 13: 1129 -1134 S L I D E 22

Progress to Date Artificial Pancreas PUMP SUSPENSION FOR PREDICTED HYPOGLYCEMIA PUMP SUSPENSION FOR ACTUAL Progress to Date Artificial Pancreas PUMP SUSPENSION FOR PREDICTED HYPOGLYCEMIA PUMP SUSPENSION FOR ACTUAL HYPOGLYCEMIA SENSOR-AUGMENTED PUMP THERAPY

Automatic pump suspension for predicted hypoglycemia Automatic pump suspension for predicted hypoglycemia

Exercise AP Study objective • To evaluate whether use of a AP system reduces Exercise AP Study objective • To evaluate whether use of a AP system reduces the risk of delayed (nocturnal) hypoglycemia following antecedent daytime exercise

Exercise Study Protocol Schematic 48 -hour evaluation period 2 overnights Closed-Loop Subject recruitment, consent, Exercise Study Protocol Schematic 48 -hour evaluation period 2 overnights Closed-Loop Subject recruitment, consent, enrollment (n = 12) 48 -hour evaluation period 2 overnights Closed-Loop Open-Loop Plasma BG q 30 min, insulin q 30 min x 3 h @ meals

Nocturnal Hypoglycemia Number of Treatments Given 25 All Nocturnal Hypo 22 Night Following Exercise Nocturnal Hypoglycemia Number of Treatments Given 25 All Nocturnal Hypo 22 Night Following Exercise 20 14 15 Closed Loop Open Loop 10 5 3 1 0 p=0. 05 p=0. 06

Glucose Frequency Distribution Night after sedentary condition 1% 3% 99 % 0% 90 % Glucose Frequency Distribution Night after sedentary condition 1% 3% 99 % 0% 90 % 7% P<0. 0001

Glucose Frequency Distribution Night following afternoon exercise 3% 93 % 4% 8% 76 % Glucose Frequency Distribution Night following afternoon exercise 3% 93 % 4% 8% 76 % 16 % P<0. 0001

Progress to Date Artificial Pancreas BASAL/BOLUS ACTIVATION FOR HYPERGLYCEMIA PUMP SUSPENSION FOR PREDICTED HYPOGLYCEMIA Progress to Date Artificial Pancreas BASAL/BOLUS ACTIVATION FOR HYPERGLYCEMIA PUMP SUSPENSION FOR PREDICTED HYPOGLYCEMIA PUMP SUSPENSION FOR ACTUAL HYPOGLYCEMIA SENSOR-AUGMENTED PUMP THERAPY

Conceptual Scheme for “Treat-to-Range” Conceptual Scheme for “Treat-to-Range”

Progress to Date Artificial Pancreas CLOSED-LOOP BASAL MANUAL MEALS BASAL/BOLUS ACTIVATION FOR HYPERGLYCEMIA PUMP Progress to Date Artificial Pancreas CLOSED-LOOP BASAL MANUAL MEALS BASAL/BOLUS ACTIVATION FOR HYPERGLYCEMIA PUMP SUSPENSION FOR PREDICTED HYPOGLYCEMIA PUMP SUSPENSION FOR ACTUAL HYPOGLYCEMIA SENSOR-AUGMENTED PUMP THERAPY

Studies of Overnight CL • Increased time in target BG • Reduction of hypoglycemia Studies of Overnight CL • Increased time in target BG • Reduction of hypoglycemia • Incorporation of daytime challenges – Exercise – Alcohol – Pregnancy

Hybrid control improves performance Glucose (mg/dl) 300 setpoint Closed Loop (N=8) meals Hybrid CL Hybrid control improves performance Glucose (mg/dl) 300 setpoint Closed Loop (N=8) meals Hybrid CL (N=9) 200 100 0 6 A Noon 6 P Mid. N 6 A Noon Mean Full CL Hybrid Daytime Peak PP 147 58 138 49 154 60 143 50 219 54 196 52 Weinzimer SA. Diabetes Care 2008; 31: 934 -939. 6 P

Late post-prandial hypoglycemia in CL Late post-prandial hypoglycemia in CL

Progress to date Artificial Pancreas FULL CLOSED-LOOP CONTROL CLOSED-LOOP MULTIHORMONAL CLOSED-LOOP BASAL MANUAL MEALS Progress to date Artificial Pancreas FULL CLOSED-LOOP CONTROL CLOSED-LOOP MULTIHORMONAL CLOSED-LOOP BASAL MANUAL MEALS BASAL/BOLUS ACTIVATION FOR HYPERGLYCEMIA PUMP SUSPENSION FOR PREDICTED HYPOGLYCEMIA PUMP SUSPENSION FOR ACTUAL HYPOGLYCEMIA SENSOR-AUGMENTED PUMP THERAPY

AP Multi-hormonal Approach • Can the addition of pramlintide improve the performance of a AP Multi-hormonal Approach • Can the addition of pramlintide improve the performance of a CL system by reducing the peak post-prandial glucose excursions?

Pramlintide • Analog of human amylin • Co-secreted with insulin from -cell • Used Pramlintide • Analog of human amylin • Co-secreted with insulin from -cell • Used as adjunct to insulin in T 1 D to reduce postprandial glycemic excursions – Delay gastric emptying – Suppress endogenous glucagon

Pramlintide Study Protocol Schematic 24 -hour evaluation period 3 meals (BF, L, Din) Closed-Loop Pramlintide Study Protocol Schematic 24 -hour evaluation period 3 meals (BF, L, Din) Closed-Loop Subject recruitment, consent, enrollment (n = 8) 24 -hour evaluation period 3 meals (BF, L, Din) Closed-Loop + Pramlintide (30 mcg per meal) Plasma BG q 30 min, insulin q 30 min x 3 h @ meals

Glucose excursions with/without pramlintide Glucose excursions with/without pramlintide

Summary and conclusions • Pramlintide had modest effect on prandial glucose • Would require Summary and conclusions • Pramlintide had modest effect on prandial glucose • Would require manual injection or at best, manual bolus • Faster insulin absorption / action clearly needed

Progress to date Artificial Pancreas FULL CLOSED-LOOP CONTROL ? CLOSED-LOOP MULTIHORMONAL CLOSED-LOOP BASAL MANUAL Progress to date Artificial Pancreas FULL CLOSED-LOOP CONTROL ? CLOSED-LOOP MULTIHORMONAL CLOSED-LOOP BASAL MANUAL MEALS BASAL/BOLUS ACTIVATION FOR HYPERGLYCEMIA PUMP SUSPENSION FOR PREDICTED HYPOGLYCEMIA PUMP SUSPENSION FOR ACTUAL HYPOGLYCEMIA SENSOR-AUGMENTED PUMP THERAPY

What do we need to achieve AP? Glucose Sensors Insulin Delivery Algorithm Insulin Pumps What do we need to achieve AP? Glucose Sensors Insulin Delivery Algorithm Insulin Pumps Insulin (ultrafast action) • Better accuracy, user interface, reliability. • Better algorithm • One site for CGM & Insulin

Single Port, Multiple Sensor • One site, two catheters for insulin infusion and glucose Single Port, Multiple Sensor • One site, two catheters for insulin infusion and glucose sensing • Single port for CGM and insulin • CGM with an optic sensor back up

What do we need to achieve AP? Glucose Sensors Insulin Delivery Algorithm Insulin Pumps What do we need to achieve AP? Glucose Sensors Insulin Delivery Algorithm Insulin Pumps Insulin (ultrafast action) • Better accuracy, user interface, reliability. • Better algorithm • One site for CGM & Insulin • Faster acting insulin

Dangerous Delays in Insulin Action after SC Injection 1. Delays due to the chemical Dangerous Delays in Insulin Action after SC Injection 1. Delays due to the chemical properties of insulin. 1. Tissue delays

Insulin Time-Action Curves Insulin Time-Action Curves

Insu. Patch Temp. Sensor • The Insu. Patch. TM device applies controlled heat around Insu. Patch Temp. Sensor • The Insu. Patch. TM device applies controlled heat around the insulin infusion site.

The Effect of Insu. Patch on Insulin Action with Insu. Patch activation: ü Aspart The Effect of Insu. Patch on Insulin Action with Insu. Patch activation: ü Aspart insulin bolus maximum effect was 35 min earlier compared to the same dose bolus without Insu. Patch activation. ü Peak aspart insulin action curve shifted to the left.

Hyaluronidase Mechanism of Action 51 Hyaluronidase Mechanism of Action 51

Dia. Port The Accu-Chek Dia. Port is a port system for continuous intraperitoneal insulin Dia. Port The Accu-Chek Dia. Port is a port system for continuous intraperitoneal insulin infusion. The catheter tip is placed in the peritoneal cavity where the insulin is directly infused.

Pathway to Closed-Loop (CL) Insu. Patch • Closed Loop studies at Yale Dia. Port Pathway to Closed-Loop (CL) Insu. Patch • Closed Loop studies at Yale Dia. Port • CL studies in France, • ? in US Hyaluronidase • CL studies are planned. (rh. UPH 20)

Platform and Connectivity for Ambulatory Studies Pump Platform and Connectivity for Ambulatory Studies Pump

Progress to date Artificial Pancreas FULL CLOSED-LOOP CONTROL Outpatient studies ? CLOSED-LOOP MULTIHORMONAL CLOSED-LOOP Progress to date Artificial Pancreas FULL CLOSED-LOOP CONTROL Outpatient studies ? CLOSED-LOOP MULTIHORMONAL CLOSED-LOOP BASAL MANUAL MEALS BASAL/BOLUS ACTIVATION FOR HYPERGLYCEMIA PUMP SUSPENSION FOR PREDICTED HYPOGLYCEMIA PUMP SUSPENSION FOR ACTUAL HYPOGLYCEMIA SENSOR-AUGMENTED PUMP THERAPY

The “Dream” Study • http: //www. youtube. com/watch? v=9 HMx 8 yy 2 n. The “Dream” Study • http: //www. youtube. com/watch? v=9 HMx 8 yy 2 n. Vw

Thank you! • Yale Closed Loop Team – – – Stu Weinzimer Jennifer Sherr Thank you! • Yale Closed Loop Team – – – Stu Weinzimer Jennifer Sherr William Tamborlane Grace Kim Miladys Palau Camille Michaud Lori Carria Amy Steffen Kate Weyman Melinda Zgorski Eileen Tichy