Abstract
Background
Automated insulin delivery aims to lower treatment burden and improve quality of life as well as glycemic outcomes.
Methods
We present sub-study data from a dual-center, randomized, open-label, two-sequence crossover study in automated insulin delivery naïve users, comparing Medtronic MiniMed® Advanced Hybrid Closed-Loop (AHCL) to Sensor Augmented Pump therapy with Predictive Low Glucose Management (SAP + PLGM). At the end of each 4-week intervention, impacts on quality of life, sleep and treatment satisfaction were compared using seven age-appropriate validated questionnaires given to patients or caregivers.
Results
59/60 people completed the study (mean age 23.3 ± 14.4yrs). Statistically significant differences favoring AHCL were demonstrated in several scales (data shown as mean ± SE). In adults (≥ 18yrs), technology satisfaction favored AHCL over PLGM as shown by a higher score in the DTSQs during AHCL (n = 28) vs SAP + PLGM (n = 29) (30.9 ± 0.7 vs 27.9 ± 0.7, p = 0.004) and DTSQc AHCL (n = 29) vs SAP + PLGM (n = 30) (11.7 ± 0.9 vs 9.2 ± 0.8, p = 0.032). Adolescents (aged 13–17yrs) also showed a higher DTSQc score during AHCL (n = 16) versus SAP + PLGM (n = 15) (14.8 ± 0.7 vs 12.1 ± 0.8, p = 0.024). The DTQ “change” score (n = 59) favored AHCL over SAP + PLGM (3.5 ± 0.0 vs 3.3 ± 0.0, p < 0.001). PSQI was completed in those > 16 years (n = 36) and demonstrated improved sleep quality during AHCL vs SAP + PLGM (4.8 ± 0.3 vs 5.7 ± 0.3, p = 0.048) with a total score > 5 indicating poor quality sleep.
Conclusion
These data suggest that AHCL compared to SAP + PLGM mode has the potential to increase treatment satisfaction and improve subjective sleep quality in adolescents and adults with T1D.
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Availability of data and material
De-identified data are available from the authors on request.
Abbreviations
- AHCL:
-
Advanced hybrid closed-loop
- SAP + PLGM:
-
Sensor augmented pump therapy with predictive low glucose management
- DTSQs and DTSQc:
-
Diabetes treatment satisfaction questionnaire status and change
- DTQ:
-
Diabetes technology questionnaire
- PSQI:
-
Pittsburgh sleep quality index
- WHO-5:
-
World health organization-five well-being index
- HFS-II:
-
Hypoglycemic fear survey
- HCS:
-
Hypoglycemia confidence scale
- AID:
-
Automated insulin delivery
- HCL:
-
Hybrid closed-loop
- CGM:
-
Continuous glucose monitor
References
Bekiari E, Kitsios K, Thabit H, Tauschmann M, Athanasiadou E, Karagiannis T et al (2018) Artificial pancreas treatment for outpatients with Type 1 Diabetes: systematic review and meta-analysis. BMJ 361:k1310
Collyns OJ, Meier RA, Betts ZL, Chan DSH, Frampton C, Frewen CM et al (2021) Improved glycemic outcomes with medtronic minimed Advanced Hybrid Closed-Loop delivery: results from a randomized crossover trial comparing automated insulin delivery with predictive low glucose suspend in people with Type 1 Diabetes. Diabetes Care 44(4):969–975
Bergenstal RM, Nimri R, Beck RW, Criego A, Laffel L, Schatz D et al (2021) A comparison of two hybrid closed-loop systems in adolescents and young adults with type 1 diabetes (FLAIR): a multicentre, randomised, crossover trial. Lancet 397(10270):208–219
Breton MD, Kanapka LG, Beck RW, Ekhlaspour L, Forlenza GP, Cengiz E et al (2020) A randomized trial of closed-loop control in children with Type 1 Diabetes. N Engl J Med 383(9):836–845
Kanapka LG, Wadwa RP, Breton MD, Ruedy KJ, Ekhlaspour L, Forlenza GP et al (2021) Extended use of the control-IQ closed-loop control system in children with Type 1 Diabetes. Diabetes Care 44(2):473–478
Petrovski G, Al Khalaf F, Campbell J, Umer F, Almajaly D, Hamdan M et al (2021) One-year experience of hybrid closed-loop system in children and adolescents with Type 1 Diabetes previously treated with multiple daily injections: drivers to successful outcomes. Acta Diabetol 58(2):207–213
McAuley SA, Lee MH, Paldus B, Vogrin S, de Bock MI, Abraham MB et al (2020) Six months of hybrid closed-loop versus manual insulin delivery with fingerprick blood glucose monitoring in adults with Type 1 Diabetes: a randomized. Control Trial Diabetes Care 43(12):3024–3033
Horowitz ME, Kaye WA, Pepper GM, Reynolds KE, Patel SR, Knudson KC et al (2021) An analysis of Medtronic MiniMed 670G insulin pump use in clinical practice and the impact on glycemic control, quality of life, and compliance. Diabetes Res Clin Pract 177:108876
Farrington C (2018) Psychosocial impacts of hybrid closed-loop systems in the management of diabetes: a review. Diabet Med 35(4):436–449
Munoz-Velandia O, Guyatt G, Devji T, Zhang Y, Li SA, Alexander PE et al (2019) Patient values and preferences regarding continuous subcutaneous insulin infusion and artificial pancreas in adults with Type 1 Diabetes: a systematic review of quantitative and qualitative data. Diabetes Technol Ther 21(4):183–200
Messer LH, Berget C, Vigers T, Pyle L, Geno C, Wadwa RP et al (2020) Real world hybrid closed-loop discontinuation: Predictors and perceptions of youth discontinuing the 670G system in the first 6 months. Pediatr Diabetes 21(2):319–327
Lal RA, Basina M, Maahs DM, Hood K, Buckingham B, Wilson DM (2019) One year clinical experience of the first commercial hybrid closed-loop system. Diabetes Care 42(12):2190–2196
Russell SJ, Beck RW (2016) Design considerations for artificial pancreas pivotal studies. Diabetes Care 39(7):1161–1167
Battelino T, Nimri R, Dovc K, Phillip M, Bratina N (2017) Prevention of hypoglycemia with predictive low glucose insulin suspension in children with Type 1 Diabetes: a randomized controlled trial. Diabetes Care 40(6):764–770
Bradley C (1994) The diabetes treatment satisfaction questionnaire (DTSQ). In: Bradley C (ed) Handbook of psychology and diabetes: a guide to psychological measurement in diabetes research and practice. Harwood Academic Publishers, Switzerland, pp 111–132
Wysocki T, Reeves G, Kummer M, Ross J, Yu M (2015) Psychometric validation of the Diabetes technology questionnaire. Diabetes 64:A633-A
Buysse DJ, Reynolds CF, Monk TH, Berman SR, Kupfer DJ (1989) The pittsburgh sleep quality index—a new instrument for psychiatric practice and research. Psychiat Res 28(2):193–213
Raniti MB, Waloszek JM, Schwartz O, Allen NB (2018) Trinder J (2018) Factor structure and psychometric properties of the Pittsburgh Sleep Quality Index in community-based adolescents. Sleep 41(6):zsy066
Topp CW, Ostergaard SD, Sondergaard S, Bech P (2015) The WHO-5 well-being index: a systematic review of the literature. Psychother Psychosom 84(3):167–176
Gonder-Frederick LA, Schmidt KM, Vajda KA, Greear ML, Singh H, Shepard JA et al (2011) Psychometric properties of the hypoglycemia fear survey-II for adults with Type 1 Diabetes. Diabetes Care 34(4):801–806
Polonsky WH, Fisher L, Hessler D, Edelman SV (2017) Investigating hypoglycemic confidence in Type 1 and Type 2 Diabetes. Diabetes Technol The 19(2):131–136
Beato-Vibora PI, Gallego-Gamero F, Lazaro-Martin L, Romero-Perez MDM, Arroyo-Diez FJ (2020) Prospective analysis of the impact of commercialized hybrid closed-loop system on glycemic control, glycemic variability, and patient-related outcomes in children and adults: a focus on superiority over predictive low-glucose suspend technology. Diabetes Technol Ther 22(12):912–919
Pinsker JE, Muller L, Constantin A, Leas S, Manning M, McElwee Malloy M et al (2021) Real-world patient-reported outcomes and glycemic results with initiation of control-IQ technology. Diabetes Technol Ther 23(2):120–127
Barnard KD, Wysocki T, Ully V, Mader JK, Pieber TR, Thabit H et al (2017) Closing the loop in adults, children and adolescents with suboptimally controlled Type 1 Diabetes under free living conditions: a psychosocial substudy. J Diabetes Sci Technol 11(6):1080–1088
Kropff J, DeJong J, Del Favero S, Place J, Messori M, Coestier B et al (2017) Psychological outcomes of evening and night closed-loop insulin delivery under free living conditions in people with Type 1 Diabetes: a 2-month randomized crossover trial. Diabet Med 34(2):262–271
Bergenstal RM, Garg S, Weinzimer SA, Buckingham BA, Bode BW, Tamborlane WV et al (2016) Safety of a hybrid closed-loop insulin delivery system in patients with Type 1 Diabetes. JAMA 316(13):1407–1408
Boucher SE, Gray AR, Wiltshire EJ, de Bock MI, Galland BC, Tomlinson PA et al (2020) Effect of 6 months of flash glucose monitoring in youth with Type 1 Diabetes and high-risk glycemic control: a randomized controlled trial. Diabetes Care 43(10):2388–2395
Foster NC, Beck RW, Miller KM, Clements MA, Rickels MR, DiMeglio LA et al (2019) State of Type 1 Diabetes management and outcomes from the T1D exchange in 2016–2018. Diabetes Technol Ther 21(2):66–72
Macaulay GC, Boucher SE, Yogarajah A, Galland BC, Wheeler BJ (2020) Sleep and night-time caregiving in parents of children and adolescents with Type 1 Diabetes mellitus—a qualitative study. Behav Sleep Med 18(5):622–636
Macaulay GC, Galland BC, Boucher SE, Wiltshire EJ, Haszard JJ, Campbell AJ et al (2020) Impact of Type 1 Diabetes mellitus, glucose levels, and glycemic control on sleep in children and adolescents: a case-control study. Sleep 43(2):zsz226
Cobry EC, Hamburger E, Jaser SS (2020) Impact of the hybrid closed-loop system on sleep and quality of life in youth with Type 1 Diabetes and their parents. Diabetes Technol The 22(11):794–800
Bisio A, Gonder-Frederick L, McFadden R, Chernavvsky D, Voelmle M, Pajewski M et al (2021) The impact of a recently approved automated insulin delivery system on glycemic, sleep, and psychosocial outcomes in older adults with Type 1 Diabetes: a pilot study. J Diabetes Sci Technol. https://doi.org/10.1177/1932296820986879
Acknowledgements
The authors thank the participants and families for taking part in the study.
Funding
The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This study was financially supported by Medtronic.
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RAM, AR, BG, NK, JS, RAV, BJW, and MIdB designed the study protocol. OJC, RAM, ZLB, DSHC, CMF, NMH, SDJ, BJW, and MIdB were involved with recruitment and data collection. BJW, OJC, and MIdB wrote the manuscript. RAM edited the manuscript. CF conducted the statistical analyses. MIdB is the guarantor of this work and, as such, had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.
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B.J.W. and M.I.d.B. are financially supported by Otago University. N.M.H. received honoraria from Sanofi. A.R., B.G., N.K., J.S., and R.A.V. are employees of Medtronic. M.I.d.B. received honoraria from Medtronic. B.J.W. and M.I.d.B have received research funding from Medtronic. No other potential conflicts of interest relevant to this article were reported.
Ethics approval
This study was conducted in compliance with the International Organization for Standardization ISO14155: 2011, and conforms to the provisions of the Declaration of Helsinki. The study was approved by the Southern Health and Disability Ethics Committee and registered at ANZCTR (#12619000007134) and ClinicalTrials.gov (NCT04073576).
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Informed consent was obtained from all participants for inclusion in the study.
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Benjamin J Wheeler and Olivia J Collyns : Joint-First authors.
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Wheeler, B.J., Collyns, O.J., Meier, R.A. et al. Improved technology satisfaction and sleep quality with Medtronic MiniMed® Advanced Hybrid Closed-Loop delivery compared to predictive low glucose suspend in people with Type 1 Diabetes in a randomized crossover trial. Acta Diabetol 59, 31–37 (2022). https://doi.org/10.1007/s00592-021-01789-5
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DOI: https://doi.org/10.1007/s00592-021-01789-5