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Open-source automated insulin delivery systems (OS-AIDs) in a pediatric population with type 1 diabetes in a real-life setting: the AWeSoMe study group experience

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Abstract

Purpose

The use of open-source automated insulin delivery systems (OS-AIDs), for the management of type 1 diabetes (T1D), has increased over recent years in all age groups. Real-life data has demonstrated the safety and efficacy of these systems, however, studies in the pediatric population remain limited. In this study, we aimed to examine the effect of transition to an OS-AIDs on glycemic parameters, and on several aspects related to quality of life. In addition, we aimed to characterize the socioeconomic position of families who chose this treatment modality, assess their motivations to do so, and evaluate treatment satisfaction.

Methods

In this multi-center observational real-life study from the AWeSoMe Group, we compared glycemic parameters of 52 individuals with T1D (56% males, mean diabetes duration 4.2 ± 3.9 years), from the last clinic visit prior to OS-AIDs initiation to the most recent clinic visit while using the system. Socioeconomic position (SEP) index was retrieved from the Israel Central Bureau of Statistics. Caregivers completed questionnaires assessing reasons for system initiation and treatment satisfaction.

Results

Mean age at OS-AIDs initiation was 11.2 ± 4 years, range 3.3–20.7 years with a median usage duration of 11.1 months (range 3–45.7). Mean SEP Index was 1.033 ± 0.956 (value range: −2.797 to 2.590). Time in range (TIR) of 70 to 180 mg/dl increased from 69.0 ± 11.9 to 75.5 ± 11.7%, (P < 0.001), and HbA1c decreased from 6.9 ± 0.7 to 6.4 ± 0.6%, (P < 0.001). Time in tight range (TITR) of 70 to 140 mg/dl increased from 49.7 ± 12.9 to 58.8 ± 10.8% (P < 0.001). No episodes of severe hypoglycemia or DKA were reported. Reduction in diabetes burden and sleep quality improvement were the main reasons for OS-AID initiation.

Conclusions

In our cohort of youth with T1D, the transition to an OS-AID resulted in greater TIR and less severe hypoglycemia regardless of age, diabetes duration or SEP, which was found to be above average. The overall improvement in glycemic parameters in our study population with excellent baseline glycemic control, provides additional evidence of beneficence and efficacy of OS-AIDs in the pediatric population.

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References

  1. N.C. Foster, R.W. Beck, K.M. Miller, M.A. Clements, M.R. Rickels, L.A. DiMeglio, D.M. Maahs, W.V. Tamborlane, R. Bergenstal, E. Smith, B.A. Olson, S.K. Garg, State of Type 1 diabetes management and outcomes from the T1D exchange in 2016–2018. Diabetes Technol. Ther. 21(2), 66–72 (2019). https://doi.org/10.1089/dia.2018.0384

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. A. Addala, M. Auzanneau, K. Miller, W. Maier, N. Foster, T. Kapellen, A. Walker, J. Rosenbauer, D.M. Maahs, R.W. Holl, A decade of disparities in diabetes technology use and HbA1c in pediatric type 1 diabetes: a transatlantic comparison. Diabetes Care 44(1), 133–140 (2021). https://doi.org/10.2337/dc20-0257

    Article  PubMed  Google Scholar 

  3. R.A. Lal, L. Ekhlaspour, K. Hood, B. Buckingham, Realizing a closed-loop (artificial pancreas) system for the treatment of type 1 diabetes. Endocr. Rev. 40(6), 1521–1546 (2019). https://doi.org/10.1210/er.2018-00174

    Article  PubMed  PubMed Central  Google Scholar 

  4. D.M. Lewis, Do-it-yourself artificial pancreas system and the OpenAPS movement. Endocrinol. Metab. Clin. North Am. 49(1), 203–213 (2020). https://doi.org/10.1016/j.ecl.2019.10.005

    Article  PubMed  Google Scholar 

  5. K. Braune, R.A. Lal, L. Petruzelkova, G. Scheiner, P. Winterdijk, S. Schmidt, L. Raimond, K.K. Hood, M.C. Riddell, T.C. Skinner, K. Raile, S. Hussain; Network OIHP, Group OLA, Open-source automated insulin delivery: international consensus statement and practical guidance for health-care professionals. Lancet Diabetes Endocrinol. 10(1), 58–74 (2022). https://doi.org/10.1016/S2213-8587(21)00267-9

    Article  PubMed  Google Scholar 

  6. Central Bureau of Statistics (2013). Characterisation and classification of geographical units by the socio-economic level of the population (2008). https://www.cbs.gov.il/he/publications/DocLib/2013/1530/pdf/e_print.pdf

  7. T. Battelino, T. Danne, R.M. Bergenstal, S.A. Amiel, R. Beck, T. Biester, E. Bosi, B.A. Buckingham, W.T. Cefalu, K.L. Close, C. Cobelli, E. Dassau, J.H. DeVries, K.C. Donaghue, K. Dovc, F.J. Doyle III, S. Garg, G. Grunberger, S. Heller, L. Heinemann, I.B. Hirsch, R. Hovorka, W. Jia, O. Kordonouri, B. Kovatchev, A. Kowalski, L. Laffel, B. Levine, A. Mayorov, C. Mathieu, H.R. Murphy, R. Nimri, K. Norgaard, C.G. Parkin, E. Renard, D. Rodbard, B. Saboo, D. Schatz, K. Stoner, T. Urakami, S.A. Weinzimer, M. Phillip, Clinical targets for continuous glucose monitoring data interpretation: recommendations from the international consensus on time in range. Diabetes Care 42(8), 1593–1603 (2019). https://doi.org/10.2337/dci19-0028

    Article  PubMed  PubMed Central  Google Scholar 

  8. J.W. Lum, R.J. Bailey, V. Barnes-Lomen, D. Naranjo, K.K. Hood, R.A. Lal, B. Arbiter, A.S. Brown, D.J. DeSalvo, J. Pettus, P. Calhoun, R.W. Beck, A real-world prospective study of the safety and effectiveness of the loop open source automated insulin delivery system. Diabetes Technol. Ther. 23(5), 367–375 (2021). https://doi.org/10.1089/dia.2020.0535

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. K. Braune, S. O’Donnell, B. Cleal, D. Lewis, A. Tappe, I. Willaing, B. Hauck, K. Raile, Real-world use of do-it-yourself artificial pancreas systems in children and adolescents with type 1 diabetes: online survey and analysis of self-reported clinical outcomes. JMIR Mhealth Uhealth 7(7), e14087 (2019). https://doi.org/10.2196/14087

    Article  PubMed  PubMed Central  Google Scholar 

  10. M.S. Choi, S. Lee, J. Kim, G. Kim, S.M. Park, J.H. Kim, Do-it-yourself open artificial pancreas system in children and adolescents with type 1 diabetes mellitus: real-world data. Diabetes Metab. J. 46(1), 154–159 (2022). https://doi.org/10.4093/dmj.2021.0011

    Article  PubMed  Google Scholar 

  11. L. Petruzelkova, P. Jiranova, J. Soupal, M. Kozak, L. Plachy, V. Neuman, S. Pruhova, B. Obermannova, S. Kolouskova, Z. Sumnik, Pre-school and school-aged children benefit from the switch from a sensor-augmented pump to an AndroidAPS hybrid closed loop: a retrospective analysis. Pediatr. Diabetes 22(4), 594–604 (2021). https://doi.org/10.1111/pedi.13190

    Article  CAS  PubMed  Google Scholar 

  12. A. Gawrecki, D. Zozulinska-Ziolkiewicz, M.A. Michalak, A. Adamska, M. Michalak, U. Frackowiak, J. Flotynska, M. Pietrzak, S. Czapla, B. Gehr, A. Araszkiewicz, Safety and glycemic outcomes of do-it-yourself AndroidAPS hybrid closed-loop system in adults with type 1 diabetes. PLoS One 16(4), e0248965 (2021). https://doi.org/10.1371/journal.pone.0248965

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. R. Jeyaventhan, G. Gallen, P. Choudhary, S. Hussain, A real-world study of user characteristics, safety and efficacy of open-source closed-loop systems and Medtronic 670G. Diabetes Obes. Metab. 23(8), 1989–1994 (2021). https://doi.org/10.1111/dom.14439

    Article  CAS  PubMed  Google Scholar 

  14. A. Melmer, T. Zuger, D.M. Lewis, S. Leibrand, C. Stettler, M. Laimer, Glycaemic control in individuals with type 1 diabetes using an open source artificial pancreas system (OpenAPS). Diabetes Obes. Metab. 21(10), 2333–2337 (2019). https://doi.org/10.1111/dom.13810

    Article  CAS  PubMed  Google Scholar 

  15. Z. Wu, S. Luo, X. Zheng, Y. Bi, W. Xu, J. Yan, D. Yang, J. Weng, Use of a do-it-yourself artificial pancreas system is associated with better glucose management and higher quality of life among adults with type 1 diabetes. Ther. Adv. Endocrinol. Metab. 11, 2042018820950146 (2020). https://doi.org/10.1177/2042018820950146

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  16. M.J. Burnside, D.M. Lewis, H.R. Crocket, R.A. Meier, J.A. Williman, O.J. Sanders, C.A. Jefferies, A.M. Faherty, R.G. Paul, C.S. Lever, S.K.J. Price, C.M. Frewen, S.D. Jones, T.C. Gunn, C. Lampey, B.J. Wheeler, M.I. de Bock, Open-source automated insulin delivery in type 1 diabetes. N. Engl. J. Med. 387(10), 869–881 (2022). https://doi.org/10.1056/NEJMoa2203913

    Article  CAS  PubMed  Google Scholar 

  17. M.J. Schoelwer, L.G. Kanapka, R.P. Wadwa, M.D. Breton, K.J. Ruedy, L. Ekhlaspour, G.P. Forlenza, E.C. Cobry, L.H. Messer, E. Cengiz, E. Jost, L. Carria, E. Emory, L.J. Hsu, S.A. Weinzimer, B.A. Buckingham, R.A. Lal, M.C. Oliveri, C.C. Kollman, B.B. Dokken, D.R. Chernavvsky, R.W. Beck, M.D. DeBoer, D.C.L.T.R.G. i, Predictors of time-in-range (70–180 mg/dL) achieved using a closed-loop control system. Diabetes Technol. Ther. 23(7), 475–481 (2021). https://doi.org/10.1089/dia.2020.0646

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. K. Braune, K.A. Gajewska, A. Thieffry, D.M. Lewis, T. Froment, S. O’Donnell, J. Speight, C. Hendrieckx, J. Schipp, T. Skinner, H. Langstrup, A. Tappe, K. Raile, B. Cleal, Why #WeAreNotWaiting-Motivations and self-reported outcomes among users of open-source automated insulin delivery systems: multinational survey. J. Med. Internet Res. 23(6), e25409 (2021). https://doi.org/10.2196/25409

    Article  PubMed  PubMed Central  Google Scholar 

  19. American Diabetes Association Professional Practice C, 7. Diabetes technology: standards of medical care in diabetes-2022. Diabetes Care 45(Suppl 1), S97–S112 (2022). https://doi.org/10.2337/dc22-S007

    Article  Google Scholar 

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Acknowledgements

An abstract of this manuscript was presented as a poster at the 60th Annual Meeting of the European Society for Pediatric Endocrinology (ESPE), Rome, Italy, September 17th 2022 and can be accessed at https://www.karger.com/Article/Pdf/525606. We would like to express our gratitude and appreciation to the participants and their families.

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Authors

Contributions

J.N., Z.L., M.R., Y.L., and O.P.-H. contributed to the study design. J.N., M.R., Y.L., A.B., O.P.-H., A.H., E.S., N.L., T.B., and Z.L. assisted with data collection. A.F. contributed to the manuscript writing and data interpretation, O.P.-H., A.B., and A.H. participated in data analysis and review of the manuscript. All contributing authors advised on analysis or interpretation of the data and all authors commented on and revised the manuscript and approved the submission. J.N. the corresponding author, had access to the study data and takes responsibility for the integrity of the data and the accuracy of the data analysis.

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Correspondence to Judith Nir.

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Written informed consent was obtained from all adult patients (18 years old or above) or by the parents or guardians of children (under 18 years of age).

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The study was conducted according to the principles of the Declaration of Helsinki. Each center obtained local ethics committee approval.

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Nir, J., Rachmiel, M., Fraser, A. et al. Open-source automated insulin delivery systems (OS-AIDs) in a pediatric population with type 1 diabetes in a real-life setting: the AWeSoMe study group experience. Endocrine 81, 262–269 (2023). https://doi.org/10.1007/s12020-023-03398-4

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