Decision Support Systems for Insulin Treatment Adjustment in People with Type 1 Diabetes

被引:11
作者
Nimri, Revital [1 ]
机构
[1] Schneider Childrens Med Ctr Israel, Natl Ctr Childhood Diabet, Jesse Z & Sara Lea Shafer Inst Endocrinol & Diabe, Petah Tiqwa, Israel
关键词
Decision support systems; Digital health; Insulin dose titration; Diabetes related Apps and algorithms; Type; 1; diabetes; MULTIPLE DAILY INJECTIONS; GLYCEMIC CONTROL; BOLUS CALCULATOR; HEALTH-CARE; CHILDREN; MANAGEMENT; CONSENSUS; THERAPY; TIME; METAANALYSIS;
D O I
10.17458/per.vol17.2020.n.insulintreatmenttype1diabetes
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
For people with type 1 diabetes, achieving optimal glycemic control requires use of intensive insulin therapy. To achieve this goal individuals are required to become proficient in accurately determining the appropriate amount of insulin needed to address a variety of situations throughout the day while considering numerous influencing factors. They also need to perform multiple tasks a day such as counting carbohydrates to accurately determine the required premeal bolus. There is also a need to periodically adjust insulin dosing as insulin sensitivity varies considerably over time. Sophisticated advanced technologies are being used by growing numbers of individuals to manage diabetes. However, despite innovations in glucose monitoring technologies and new insulin formulations, many of these individuals are not achieving their glycemic goals. The new technologies provide ample amount of valuable diabetes related data that may complicate even further the insulin dosing decision making for people with diabetes as well as for the health care providers. Mobile health, digital tools and decision support systems can help to increase accurate, timely insulin dosing and insulin titration and holds the potential to improve glycemic control to a wide range of individuals with diabetes. The emerging mobile toolbox for insulin dosing adjustments that will be reviewed in this paper includes insulin management Apps; diverse range of Apps to guide insulin adjustments such as in times of physical activity and eating; data management systems which enable visualization and analysis of insulin and glucose data of various devices; real-time alarms and glucose prediction Apps that help to prevent hypoglycemia and hyperglycemia events; various bolus calculators for meal time dosing; sophisticated decision support algorithms for people using insulin pump, multiple insulin injections and closed loop systems for real-time and retrospective insulin dosing adjustments.
引用
收藏
页码:170 / 182
页数:13
相关论文
共 52 条
[1]   Improved Real-World Glycemic Control With Continuous Glucose Monitoring System Predictive Alerts [J].
Abraham, Sinu Bessy ;
Arunachalam, Siddharth ;
Zhong, Alex ;
Agrawal, Pratik ;
Cohen, Ohad ;
McMahon, Chantal M. .
JOURNAL OF DIABETES SCIENCE AND TECHNOLOGY, 2021, 15 (01) :91-97
[2]   A novel pen-based Bluetooth-enabled insulin delivery system with insulin dose tracking and advice [J].
Bailey, Timothy S. ;
Stone, Jenine Y. .
EXPERT OPINION ON DRUG DELIVERY, 2017, 14 (05) :697-703
[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]   The T1D Exchange Clinic Registry [J].
Beck, Roy W. ;
Tamborlane, William V. ;
Bergenstal, Richard M. ;
Miller, Kellee M. ;
DuBose, Stephanie N. ;
Hall, Callyn A. .
JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2012, 97 (12) :4383-4389
[5]   Automated insulin dosing guidance to optimise insulin management in patients with type 2 diabetes: a multicentre, randomised controlled trial [J].
Bergenstal, Richard M. ;
Johnson, Mary ;
Passi, Rebecca ;
Bhargava, Anuj ;
Young, Natalie ;
Kruger, Davida F. ;
Bashan, Eran ;
Bisgaier, Stanley G. ;
Isaman, Deanna J. Marriott ;
Hodish, Israel .
LANCET, 2019, 393 (10176) :1138-1148
[6]   Recommendations for Standardizing Glucose Reporting and Analysis to Optimize Clinical Decision Making in Diabetes: The Ambulatory Glucose Profile (AGP) [J].
Bergenstal, Richard M. ;
Ahmann, Andrew J. ;
Bailey, Timothy ;
Beck, Roy W. ;
Bissen, Joan ;
Buckingham, Bruce ;
Deeb, Larry ;
Dolin, Robert H. ;
Garg, Satish K. ;
Goland, Robin ;
Hirsch, Irl B. ;
Klonoff, David C. ;
Kruger, Davida F. ;
Matfin, Glenn ;
Mazze, Roger S. ;
Olson, Beth A. ;
Parkin, Christopher ;
Peters, Anne ;
Powers, Margaret A. ;
Rodriguez, Henry ;
Southerland, Phil ;
Strock, Ellie S. ;
Tamborlane, William ;
Wesley, David M. .
DIABETES TECHNOLOGY & THERAPEUTICS, 2013, 15 (03) :198-211
[7]   Insulin pump use in young children in the T1D Exchange clinic registry is associated with lower hemoglobin A1c levels than injection therapy [J].
Blackman, Scott M. ;
Raghinaru, Dan ;
Adi, Saleh ;
Simmons, Jill H. ;
Ebner-Lyon, Laurie ;
Chase, H. Peter ;
Tamborlane, William V. ;
Schatz, Desmond A. ;
Block, Jennifer M. ;
Litton, Jean C. ;
Raman, Vandana ;
Foster, Nicole C. ;
Kollman, Craig R. ;
DuBose, Stephanie N. ;
Miller, Kellee M. ;
Beck, Roy W. ;
DiMeglio, Linda A. .
PEDIATRIC DIABETES, 2014, 15 (08) :564-572
[8]   Continuous Glucose Monitoring and Insulin Informed Advisory System with Automated Titration and Dosing of Insulin Reduces Glucose Variability in Type 1 Diabetes Mellitus [J].
Breton, Marc D. ;
Patek, Stephen D. ;
Lv, Dayu ;
Schertz, Elaine ;
Robic, Jessica ;
Pinnata, Jennifer ;
Kollar, Laura ;
Barnett, Charlotte ;
Wakeman, Christian ;
Oliveri, Mary ;
Fabris, Chiara ;
Chernavvsky, Daniel ;
Kovatchev, Boris P. ;
Anderson, Stacey M. .
DIABETES TECHNOLOGY & THERAPEUTICS, 2018, 20 (08) :531-540
[9]   Randomized Outpatient Trial of Single- and Dual-Hormone Closed-Loop Systems That Adapt to Exercise Using Wearable Sensors [J].
Castle, Jessica R. ;
El Youssef, Joseph ;
Wilson, Leah M. ;
Reddy, Ravi ;
Resalat, Navid ;
Branigan, Deborah ;
Ramsey, Katrina ;
Leitschuh, Joseph ;
Rajhbeharrysingh, Uma ;
Senf, Brian ;
Sugerman, Samuel M. ;
Gabo, Virginia ;
Jacobs, Peter G. .
DIABETES CARE, 2018, 41 (07) :1471-1477
[10]   Exploring Variation in Glycemic Control Across and Within Eight High-Income Countries: A Cross-sectional Analysis of 64,666 Children and Adolescents With Type 1 Diabetes [J].
Charalampopoulos, Dimitrios ;
Hermann, Julia M. ;
Svensson, Jannet ;
Skrivarhaug, Torild ;
Maahs, David M. ;
Akesson, Karin ;
Warner, Justin T. ;
Holl, Reinhard W. ;
Birkebaek, Niels H. ;
Drivvoll, Ann K. ;
Miller, Kellee M. ;
Svensson, Ann-Marie ;
Stephenson, Terence ;
Hofer, Sabine E. ;
Fredheim, Siri ;
Kummernes, Siv J. ;
Foster, Nicole ;
Hanberger, Lena ;
Amin, Rakesh ;
Rami-Merhar, Birgit ;
Johansen, Anders ;
Dahl-Jorgensen, Knut ;
Clements, Mark ;
Hanas, Ragnar .
DIABETES CARE, 2018, 41 (06) :1180-1187