1
|
Tindall LN, Xavier NA. Innovations in Diabetes Device Training: A Scoping Review. Endocr Pract 2023; 29:803-810. [PMID: 37290557 PMCID: PMC10245230 DOI: 10.1016/j.eprac.2023.05.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 05/25/2023] [Accepted: 05/31/2023] [Indexed: 06/10/2023]
Abstract
OBJECTIVE The coronavirus disease 2019 pandemic highlighted a pre-existing need for alternatives to traditional in-person diabetes device trainings. Barriers to care, which include the heavy burden of training, pose a threat to optimal adoption and utilization of these devices. We searched the literature for alternative methods of training, evaluated user satisfaction, and compared short-term clinical outcomes with guideline-based glucometric targets and historical training results. METHODS A scoping review of Embase articles from 2019 to 2021 was conducted following Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews guidelines using key words relevant to diabetes technologies. Original full-text articles investigating training of new users on devices were included. Titles and abstracts were screened for eligibility by 2 independent reviewers, and results were summarized. RESULTS Of 25 articles retrieved from the database, 11 met the criteria. Alternative training strategies included video conferencing, phone calls, mobile applications, and hybrids with traditional trainings. Overall, there was a high degree of user satisfaction with virtual visits, with a preference for hybrid approaches (6 articles). Although glucometrics varied between articles, short-term glucometrics were satisfactory overall (8 articles), including improved glycated hemoglobin measurements and time in range. Two articles compared time in range over various time points after traditional and remote training. One found equivalency, and the other identified a 5% improvement with remote training. CONCLUSION Alternative training approaches are a viable option to reduce the barriers to care and to alleviate training burden. Intentional implementation of alternatives should be considered a solution to address current barriers.
Collapse
Affiliation(s)
- Lacie N Tindall
- Department of Connected Care, Eli Lilly and Company, Indianapolis, Indiana
| | - Neena A Xavier
- Department of Connected Care, Eli Lilly and Company, Indianapolis, Indiana.
| |
Collapse
|
2
|
Chobot A, Lanzinger S, Alkandari H, Todd Alonso G, Blauensteiner N, Coles N, De Sanctis L, Mul D, Saboo B, Smart C, Tsai MC, Zabeen B, Dovc K. Diabetes care practices and outcomes in 40.000 children and adolescents with type 1 diabetes from the SWEET registry during the COVID-19 pandemic. Diabetes Res Clin Pract 2023:110809. [PMID: 37385473 PMCID: PMC10293122 DOI: 10.1016/j.diabres.2023.110809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 06/21/2023] [Accepted: 06/23/2023] [Indexed: 07/01/2023]
Abstract
AIMS This study aimed to provide a global insight into initiatives in type 1 diabetes care driven by the COVID-19 pandemic and associations with glycemic outcomes. METHODS An online questionnaire regarding diabetes care before and during the pandemic was sent to all centers (n=97, 66,985 youth with type 1 diabetes) active in the SWEET registry. Eighty-two responded, and 70 (42,798 youth with type 1 diabetes) had available data (from individuals with type 1 diabetes duration >3 months, aged ≤21 years) for all 4 years from 2018 to 2021. Statistical models were adjusted, among others, for technology use. RESULTS Sixty-five centers provided telemedicine during COVID-19. Among those centers naive to telemedicine before the pandemic (n=22), four continued only face-to-face visits. Centers that transitioned partially to telemedicine (n=32) showed a steady increase in HbA1c between 2018 and 2021 (p<0.001). Those that transitioned mainly to telemedicine (n=33%) improved HbA1c in 2021 compared to 2018 (p<0.001). CONCLUSIONS Changes to models of care delivery driven by the pandemic showed significant associations with HbA1c shortly after the pandemic outbreak and 2 years of follow-up. The association appeared independent of the concomitant increase in technology use among youth with type 1 diabetes.
Collapse
Affiliation(s)
- Agata Chobot
- Institute of Medical Sciences, University of Opole, Department of Pediatrics, Opole, Poland; University Clinical Hospital in Opole, Department of Pediatrics, Opole, Poland.
| | - Stefanie Lanzinger
- Institute of Epidemiology and Medical Biometry, ZIBMT, Ulm University, Ulm, Germany; German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Hessa Alkandari
- Dasman Diabetes Institute, Department of Populational Health, Kuwait
| | - G Todd Alonso
- University of Colorado, Anschutz Medical Campus, Barbara Davis Center, Aurora, CO, USA
| | - Nicole Blauensteiner
- Department of Pediatrics and Adolescent Medicine, Medical University Vienna, Vienna, Austria
| | - Nicole Coles
- Markham Stouffville Hospital, Markham, Ontario, Canada
| | - Luisa De Sanctis
- Regina Margherita Children Hospital, Torino - Department of Public Health and Pediatric Sciences, University of Torino, Italy
| | - Dick Mul
- Diabeter, centre for pediatric and adult diabetes care and research, Rotterdam, The Netherlands
| | - Banshi Saboo
- Diabetes Care & Hormone Clinic, Ahmedabad, Gujarat, India
| | - Carmel Smart
- Department of Paediatric Endocrinology and Diabetes, John Hunter Children's Hospital and School of Health Sciences, University of Newcastle, Newcastle, New South Wales, Australia
| | - Meng-Che Tsai
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Bedowra Zabeen
- BADAS Paediatric Diabetes Care and Research Center, BIRDEM Hospital, Dhaka, Bangladesh
| | - Klemen Dovc
- University Medical Center Ljubljana, University Children's Hospital, and Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| |
Collapse
|
3
|
Nwokolo M, Hovorka R. The Artificial Pancreas and Type 1 Diabetes. J Clin Endocrinol Metab 2023; 108:1614-1623. [PMID: 36734145 PMCID: PMC10271231 DOI: 10.1210/clinem/dgad068] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 01/23/2023] [Accepted: 02/01/2023] [Indexed: 02/04/2023]
Abstract
Diabetes technologies represent a paradigm shift in type 1 diabetes care. Continuous subcutaneous insulin infusion (CSII) pumps and continuous glucose monitors (CGM) improve glycated hemoglobin (HbA1c) levels, enhance time in optimal glycemic range, limit severe hypoglycemia, and reduce diabetes distress. The artificial pancreas or closed-loop system connects these devices via a control algorithm programmed to maintain target glucose, partially relieving the person living with diabetes of this constant responsibility. Automating insulin delivery reduces the input required from those wearing the device, leading to better physiological and psychosocial outcomes. Hybrid closed-loop therapy systems, requiring user-initiated prandial insulin doses, are the most advanced closed-loop systems commercially available. Fully closed-loop systems, requiring no user-initiated insulin boluses, and dual hormone systems have been shown to be safe and efficacious in the research setting. Clinical adoption of closed-loop therapy remains in early stages despite recent technological advances. People living with diabetes, health care professionals, and regulatory agencies continue to navigate the complex path to equitable access. We review the available devices, evidence, clinical implications, and barriers regarding these innovatory technologies.
Collapse
Affiliation(s)
- Munachiso Nwokolo
- Wellcome Trust-MRC Institute of Metabolic Science, Box 289, Addenbrooke's Hospital, Cambridge CB2 0QQ, UK
| | - Roman Hovorka
- Wellcome Trust-MRC Institute of Metabolic Science, Box 289, Addenbrooke's Hospital, Cambridge CB2 0QQ, UK
| |
Collapse
|
4
|
Forde H, Choudhary P, Hammond P, Hussain S. Remote consultations for diabetes care in a post COVID-19 world. Diabet Med 2023; 40:e14977. [PMID: 36251424 PMCID: PMC10092747 DOI: 10.1111/dme.14977] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 08/23/2022] [Accepted: 10/14/2022] [Indexed: 11/28/2022]
Affiliation(s)
- Hannah Forde
- Leicester Diabetes Research Centre, Leicester General Hospital, Leicester, UK
| | - Pratik Choudhary
- Leicester Diabetes Research Centre, Leicester General Hospital, Leicester, UK
| | - Peter Hammond
- Diabetes Resource Centre, Harrogate District Hospital, Harrogate and District NHS Foundation Trust, Harrogate, UK
| | - Sufyan Hussain
- Department of Diabetes and Endocrinology, Guy's and St Thomas' NHS Trust, Guy's Hospital, London, UK
- Department of Diabetes, School of Life Course Sciences, King's College London, London, UK
- Institute of Diabetes, Endocrinology and Obesity, King's Health Partners, London, UK
| |
Collapse
|
5
|
Díaz-Balzac CA, Pillinger D, Wittlin SD. Continuous subcutaneous insulin infusions: Closing the loop. J Clin Endocrinol Metab 2022; 108:1019-1033. [PMID: 36573281 DOI: 10.1210/clinem/dgac746] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Indexed: 12/29/2022]
Abstract
CONTEXT Continuous subcutaneous insulin infusions (CSIIs) and continuous glucose monitors (CGMs) have revolutionized the management of diabetes mellitus (DM). Over the last two decades the development of advanced, small, and user-friendly technology has progressed substantially, essentially closing the loop in the fasting and post-absorptive state, nearing the promise of an artificial pancreas. The momentum was mostly driven by the diabetes community itself, to improve its health and quality of life. EVIDENCE ACQUISITION Literature regarding CSII and CGM was reviewed. EVIDENCE SYNTHESIS Management of DM aims to regulate blood glucose to prevent long term micro and macrovascular complications. CSIIs combined with CGMs provide an integrated system to maintain tight glycemic control in a safe and uninterrupted fashion, while minimizing hypoglycemic events. Recent advances have allowed to 'close the loop' by better mimicking endogenous insulin secretion and glucose level regulation. Evidence supports sustained improvement in glycemic control with reduced episodes of hypoglycemia using these systems, while improving quality of life. Ongoing work in delivery algorithms with or without counterregulatory hormones will allow for further layers of regulation of the artificial pancreas. CONCLUSION Ongoing efforts to develop an artificial pancreas have created effective tools to improve the management of DM. CSIIs and CGMs are useful in diverse populations ranging from children to the elderly, as well as in various clinical contexts. Individually and more so together, these have had a tremendous impact in the management of DM, while avoiding treatment fatigue. However, cost and accessibility are still a hindrance to its wider application.
Collapse
Affiliation(s)
- Carlos A Díaz-Balzac
- Division of Endocrinology, Diabetes and Metabolism, University of Rochester Medical Center, 601 Elmwood Avenue, Box 693, Rochester, NY 14642, USA
| | - David Pillinger
- Division of Endocrinology, Diabetes and Metabolism, University of Rochester Medical Center, 601 Elmwood Avenue, Box 693, Rochester, NY 14642, USA
| | - Steven D Wittlin
- Division of Endocrinology, Diabetes and Metabolism, University of Rochester Medical Center, 601 Elmwood Avenue, Box 693, Rochester, NY 14642, USA
| |
Collapse
|
6
|
Ware J, Hovorka R. Closed-loop insulin delivery: update on the state of the field and emerging technologies. Expert Rev Med Devices 2022; 19:859-875. [PMID: 36331211 PMCID: PMC9780196 DOI: 10.1080/17434440.2022.2142556] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 10/28/2022] [Indexed: 11/06/2022]
Abstract
INTRODUCTION Over the last five years, closed-loop insulin delivery systems have transitioned from research-only to real-life use. A number of systems have been commercialized and are increasingly used in clinical practice. Given the rapidity of new developments in the field, understanding the capabilities and key similarities and differences of current systems can be challenging. This review aims to provide an update on the state of the field of closed-loop insulin delivery systems, including emerging technologies. AREAS COVERED We summarize key clinical safety and efficacy evidence of commercial and emerging insulin-only hybrid closed-loop systems for type 1 diabetes. A literature search was conducted and clinical trials using closed-loop systems during free-living conditions were identified to report on safety and efficacy data. We comment on emerging technologies and adjuncts for closed-loop systems, as well as non-technological priorities in closed-loop insulin delivery. EXPERT OPINION Commercial hybrid closed-loop insulin delivery systems are efficacious, consistently improving glycemic control when compared to standard therapy. Challenges remain in widespread adoption due to clinical inertia and the lack of resources to embrace technological developments by health care professionals.
Collapse
Affiliation(s)
- Julia Ware
- Wellcome Trust-MRC Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom
- Department of Pediatrics, University of Cambridge, Cambridge, United Kingdom
| | - Roman Hovorka
- Wellcome Trust-MRC Institute of Metabolic Science, University of Cambridge, Cambridge, United Kingdom
- Department of Pediatrics, University of Cambridge, Cambridge, United Kingdom
| |
Collapse
|
7
|
Abstract
PURPOSE OF REVIEW Although telemedicine and telehealth services have been a part of type 1 diabetes (T1D) clinical care for several decades, the expansion of in-home telemedicine during the COVID-19 pandemic significantly increased interest in long-term use as part of routine care. This review highlights the current literature regarding telemedicine in T1D care as well as the benefits and barriers to use in a postpandemic world. RECENT FINDINGS Telemedicine has increased patient contact with healthcare providers, allowing for more frequent insulin dose adjustments and improvements in glycemic outcomes. In addition to routine clinical care, T1D device training and mental healthcare have been successful through telemedicine. Significant barriers to continued telemedicine care exist, including patient access and technology knowledge, language, and loss of face-to-face interaction. Healthcare providers additionally face unpredictable reimbursement and loss of continuity across state lines, and lack of resources and training for device downloads and telemedicine software. SUMMARY Telemedicine can be successfully used in T1D care and has the potential to significantly impact glycemic and long-term outcomes. Due to continued interest for in-person visits by people with T1D and providers, it is likely that long-term telemedicine use will include a hybrid format.
Collapse
Affiliation(s)
- Erin C Cobry
- Barbara Davis Center for Diabetes Institution, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | | |
Collapse
|