Fast-acting insulin aspart (Fiasp®) improves glycemic outcomes when used with MiniMed™ 670G hybrid closed-loop system in simulated trials compared to NovoLog®

被引:9
作者
Grosman, Benyamin [1 ]
Wu, Di [1 ]
Parikh, Neha [1 ]
Roy, Anirban [1 ]
Voskanyan, Gayane [1 ]
Kurtz, Natalie [1 ]
Sturis, Jeppe [2 ]
Cohen, Ohad [1 ]
Ekelund, Magnus [2 ]
Vigersky, Robert [1 ]
机构
[1] Medtron Diabet, 18000 Devonshire St, Northridge, CA 91325 USA
[2] Novo Nordisk AS, Bagsvaerd, Denmark
关键词
Artificial pancreas; Insulin therapy; Insulin analogs; TYPE-1; ADOLESCENTS; ABSORPTION; ADULTS; MODEL;
D O I
10.1016/j.cmpb.2021.106087
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Introduction: Medtronic has developed a virtual patient simulator for modeling and predicting insulin therapy outcomes for people with type 1 diabetes (T1D). An enhanced simulator was created to estimate outcomes when using the MiniMed (TM) 670G system with standard NovoLog (R) (EU: NovoRapid, US: NovoLog) versus Fiasp (R) by using clinical data. Methods: Sixty-seven participants' PK profiles were generated per type of insulin (Total of 134 PK profiles). 7,485 virtual patients' PK measurements was matched with one of the 67 NovoLog (R) PK Tmax values. These 7,485 virtual patients were then simulated using the Medtronic MiniMed (TM) 670G algorithm following an in-silico protocol of 90 days: 14 days in open loop (Manual Mode) followed by 76 days in closed loop (Auto Mode). Simulation study was repeated with each NovoLog (R) PK profile being replaced by its corresponding Fiasp (R) PK profile in the same virtual patient. To validate our in-silico analysis, we compared the results of "actual" 19 "real life" patients from a clinical study Results: Simulated overall and postprandial glycemic outcomes improved in all age groups with Fiasp (R). The percentage of time in the euglycemic range increased by about similar to 2.2% with Fiasp (R), in all age groups (p < 0.01). The percentage of time spent at <70 mg/dL was reduced by about similar to 0.6% with insulin Fiasp (R) (p < 0.01) and the mean glucose was reduced by about 1.3 mg/dL (p < 0.01), excluding those age <7 years. The simulated mean postprandial SG was reduced by similar to 5 mg/dL, a significant difference for all age groups. A clinical study results showed similar improvements with MiniMed (TM) 670G system when switching from NovoLog (R) to Fiasp (R). Conclusions: The simulation studies indicate that using Fiasp (R) in place of NovoLog (R) with the MiniMed (TM) 670G system will significantly improve the time spent in the healthy, euglycemic range and reduce exposure to hyperglycemia and hypoglycemia in most patients. (C) 2021 Elsevier B.V. Allrights reserved.
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页数:10
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共 24 条
[1]   The impact of mathematical modeling on the understanding of diabetes and related complications [J].
Ajmera, I. ;
Swat, M. ;
Laibe, C. ;
Le Novere, N. ;
Chelliah, V. .
CPT-PHARMACOMETRICS & SYSTEMS PHARMACOLOGY, 2013, 2 (07)
[2]   Diabetes Technology: Standards of Medical Care in Diabetes-2020 [J].
American Diabetes Association .
DIABETES CARE, 2020, 43 :S77-S88
[3]   Clinical Targets for Continuous Glucose Monitoring Data Interpretation: Recommendations From the International Consensus on Time in Range [J].
Battelino, Tadej ;
Danne, Thomas ;
Bergenstal, Richard M. ;
Amiel, Stephanie A. ;
Beck, Roy ;
Biester, Torben ;
Bosi, Emanuele ;
Buckingham, Bruce A. ;
Cefalu, William T. ;
Close, Kelly L. ;
Cobelli, Claudio ;
Dassau, Eyal ;
DeVries, J. Hans ;
Donaghue, Kim C. ;
Dovc, Klemen ;
Doyle, Francis J. ;
Garg, Satish ;
Grunberger, George ;
Heller, Simon ;
Heinemann, Lutz ;
Hirsch, Irl B. ;
Hovorka, Roman ;
Jia, Weiping ;
Kordonouri, Olga ;
Kovatchev, Boris ;
Kowalski, Aaron ;
Laffel, Lori ;
Levine, Brian ;
Mayorov, Alexander ;
Mathieu, Chantal ;
Murphy, Helen R. ;
Nimri, Revital ;
Norgaard, Kirsten ;
Parkin, Christopher G. ;
Renard, Eric ;
Rodbard, David ;
Saboo, Banshi ;
Schatz, Desmond ;
Stoner, Keaton ;
Urakami, Tatsuiko ;
Weinzimer, Stuart A. ;
Phillip, Moshe .
DIABETES CARE, 2019, 42 (08) :1593-1603
[4]  
Bergenstal RM, 2021, LANCET, V397, P208, DOI 10.1016/S0140-6736(20)32514-9
[5]   Threshold-Based Insulin-Pump Interruption for Reduction of Hypoglycemia [J].
Bergenstal, Richard M. ;
Klonoff, David C. ;
Garg, Satish K. ;
Bode, Bruce W. ;
Meredith, Melissa ;
Slover, Robert H. ;
Ahmann, Andrew J. ;
Welsh, John B. ;
Lee, Scott W. ;
Kaufman, Francine R. .
NEW ENGLAND JOURNAL OF MEDICINE, 2013, 369 (03) :224-232
[6]   PHYSIOLOGIC EVALUATION OF FACTORS CONTROLLING GLUCOSE-TOLERANCE IN MAN - MEASUREMENT OF INSULIN SENSITIVITY AND BETA-CELL GLUCOSE SENSITIVITY FROM THE RESPONSE TO INTRAVENOUS GLUCOSE [J].
BERGMAN, RN ;
PHILLIPS, LS ;
COBELLI, C .
JOURNAL OF CLINICAL INVESTIGATION, 1981, 68 (06) :1456-1467
[7]  
Cobelli Claudio, 2009, IEEE Rev Biomed Eng, V2, P54, DOI 10.1109/RBME.2009.2036073
[8]  
Collyns O.J., 2021, DIABETES CARE
[9]   Glucose Outcomes with the In-Home Use of a Hybrid Closed-Loop Insulin Delivery System in Adolescents and Adults with Type 1 Diabetes [J].
Garg, Satish K. ;
Weinzimer, Stuart A. ;
Tamborlane, William V. ;
Buckingham, Bruce A. ;
Bode, Bruce W. ;
Bailey, Timothy S. ;
Brazg, Ronald L. ;
Ilany, Jacob ;
Slover, Robert H. ;
Anderson, Stacey M. ;
Bergenstal, Richard M. ;
Grosman, Benyamin ;
Roy, Anirban ;
Cordero, Toni L. ;
Shin, John ;
Lee, Scott W. ;
Kaufman, Francine R. .
DIABETES TECHNOLOGY & THERAPEUTICS, 2017, 19 (03) :155-163
[10]   Sensor-Augmented Pump-Based Customized Mathematical Model for Type 1 Diabetes [J].
Grosman, Benyamin ;
Wu, Di ;
Miller, Diana ;
Lintereur, Louis ;
Roy, Anirban ;
Parikh, Neha ;
Kaufman, Francine R. .
DIABETES TECHNOLOGY & THERAPEUTICS, 2018, 20 (03) :207-221