Assessment of a Decision Support System for Adults with Type 1 Diabetes on Multiple Daily Insulin Injections

被引:12
|
作者
Castle, Jessica R. [1 ]
Wilson, Leah M. [1 ]
Tyler, Nichole S. [2 ]
Espinoza, Alejandro Z. [2 ]
Mosquera-Lopez, Clara M. [2 ]
Kushner, Taisa [2 ]
Young, Gavin M. [2 ]
Pinsonault, Joseph [2 ]
Dodier, Robert H. [2 ]
Hilts, Wade W. [2 ]
Oganessian, Sos M. [2 ]
Branigan, Deborah L. [1 ]
Gabo, Virginia B. [1 ]
Eom, Jae H. [1 ]
Ramsey, Katrina [3 ]
El Youssef, Joseph [1 ,2 ]
Cafazzo, Joseph A. [4 ,5 ,6 ,7 ]
Winters-Stone, Kerri [8 ]
Jacobs, Peter G. [2 ]
机构
[1] Oregon Hlth & Sci Univ, Harold Schnitzer Diabet Hlth Ctr, Dept Med, Div Endocrinol, 3270 SW Pavil Loop, Portland, OR 97239 USA
[2] Oregon Hlth & Sci Univ, Dept Biomed Engn, Artificial Intelligence Med Syst Lab, Portland, OR USA
[3] Oregon Hlth & Sci Univ, Biostat & Design Program, Portland, OR USA
[4] Univ Hlth Network, Techna Inst, Ctr Global Ehlth Innovat, Toronto, ON, Canada
[5] Univ Toronto, Inst Hlth Policy Management & Evaluat, Dalla Lana Sch Publ Hlth, Toronto, ON, Canada
[6] Univ Toronto, Inst Biomat & Biomed Engn, Toronto, ON, Canada
[7] Univ Toronto, Dept Comp Sci, Toronto, ON, Canada
[8] Oregon Hlth & Sci Univ, Knight Canc Inst, Div Oncol Sci, Portland, OR USA
关键词
Type; 1; diabetes; Decision support; Continuous glucose monitoring; Exercise; Hypoglycemia;
D O I
10.1089/dia.2022.0252
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Introduction: DailyDose is a decision support system designed to provide real-time dosing advice and weekly insulin dose adjustments for adults living with type 1 diabetes using multiple daily insulin injections.Materials and Methods: Twenty-five adults were enrolled in this single-arm study. All participants used Dexcom G6 for continuous glucose monitoring, InPen for short-acting insulin doses, and Clipsulin to track long-acting insulin doses. Participants used DailyDose on an iPhone for 8 weeks. The primary endpoint was % time in range (TIR) comparing the 2-week baseline to the final 2-week period of DailyDose use.Results: There were no significant differences between TIR or other glycemic metrics between the baseline period compared to final 2-week period of DailyDose use. TIR significantly improved by 6.3% when more than half of recommendations were accepted and followed compared with 50% or fewer recommendations (95% CI 2.5%-10.1%, P = 0.001).Conclusions: Use of DailyDose did not improve glycemic outcomes compared to the baseline period. In a post hoc analysis, accepting and following recommendations from DailyDose was associated with improved TIR.
引用
收藏
页码:892 / 897
页数:6
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