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Holder M, Kamrath C, Lange K, Kummer S, Ziegler R. Diagnosis, Therapy and Follow-Up of Type 1 Diabetes Mellitus in Children and Adolescents. Exp Clin Endocrinol Diabetes 2025; 133:205-223. [PMID: 40328265 DOI: 10.1055/a-2490-5096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/08/2025]
Affiliation(s)
- Martin Holder
- Olgahospital, Stuttgart Hospital, Stuttgart, Germany
| | | | - Karin Lange
- Hannover Medical School (MHH), Hannover, Germany
| | | | - Ralph Ziegler
- Diabetological Practice for Children and Adolescents, Münster, Germany
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2
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Singh LG, Gothong C, Ash GI, Hernandez R, Spanakis EK. Advancing Telemedicine Using Smart Insulin Pens with Continuous Glucose Monitoring and Telecommunication Systems: A Case Series. J Clin Med 2025; 14:1794. [PMID: 40142601 PMCID: PMC11943169 DOI: 10.3390/jcm14061794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Revised: 02/20/2025] [Accepted: 02/28/2025] [Indexed: 03/28/2025] Open
Abstract
Background: Multiple daily injections (MDIs) have been a mainstay for insulin delivery by persons with type 1 diabetes mellitus (T1DM). "Smart" insulin pens (SIPs) offer several advantages over traditional insulin pens, such as a memory function, bolus calculator, and reminders for patients to take their insulin. SIPs can integrate with CGM, allowing for the collection of accurate insulin and glucose data, which can integrate into combined reports. Using these technologies along with telecommunication modalities provides an infrastructure to improve the way in which healthcare can be delivered to those with diabetes. Methods: Four cases of uncontrolled T1DM managed by MDIs (and not insulin pumps) and deemed to have plateaued in their management were selected to retrospectively review to identify potential advantages of SIP/CGM along with telemedicine as a method of care delivery. Results: This case series revealed potential benefits of this model of care delivery, such as the ability to identify dysglycemia patterns not discernible prior to the use of SIP/CGM, use combined reports as a visual education tool to provide targeted insulin and dietary education, and improve patient engagement in diabetes self-care behaviors. Conclusions: We described the benefits of using SIPs and CGM technologies along with telecommunication solutions, as a novel concept for a comprehensive telemedicine system, to improve management of glycemic control and diabetes self-management capabilities.
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Affiliation(s)
- Lakshmi G. Singh
- Division of Endocrinology, Baltimore Veterans Affairs Medical Center, Baltimore, MD 21201, USA;
- Department of Pharmacy, Baltimore Veterans Affairs Medical Center, Baltimore, MD 21201, USA
| | - Chikara Gothong
- Division of Endocrinology, Diabetes, and Nutrition, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Garrett I. Ash
- Veterans Affairs Connecticut Healthcare System, West Haven, CT 06516, USA;
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT 06510, USA
- Department of Biomedical Informatics and Data Science, Yale School of Medicine, New Haven, CT 06510, USA
| | - Reynier Hernandez
- Division of Endocrinology, Diabetes, and Nutrition, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Elias K. Spanakis
- Division of Endocrinology, Baltimore Veterans Affairs Medical Center, Baltimore, MD 21201, USA;
- Division of Endocrinology, Diabetes, and Nutrition, University of Maryland School of Medicine, Baltimore, MD 21201, USA
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3
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Penfornis A, Down S, Seignez A, Vives A, Bonnemaire M, Kulzer B. European Survey on Adult People With Type 1 Diabetes and Their Caregivers: Insights into Perceptions of Technology. J Diabetes Sci Technol 2025; 19:407-414. [PMID: 37937589 PMCID: PMC11874480 DOI: 10.1177/19322968231208690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2023]
Abstract
BACKGROUND Type 1 diabetes (T1D) is a complex condition requiring constant monitoring and self-management. The landscape of diabetes management is evolving with the development of new technologies. This survey aimed to gain insight into the perceptions and experiences of people with T1D (PWD) and their caregivers on the use of technology in diabetes care, and identify future needs for T1D management. METHODS PWD and caregivers (≥18 years) living in five European countries (France, Germany, Italy, Spain, and the United Kingdom) completed an online survey. Data were collected during July and August 2021. RESULTS Responders included 458 PWD and 54 caregivers. More than 60% of PWD perceived devices/digital tools for diabetes management as useful and 63% reported that access to monitoring device data made their life easier. Nearly half of participants hoped for new devices and/or digital tools. While approximately one-third of all PWD had used teleconsultation, perceptions and usage varied significantly between countries and by age (both P < .0001), with the lowest use in Germany (20%) and the highest in Spain (48%). The proportions of PWD contributing to diabetes care costs varied by device and were highest for smart insulin pen users at 83% compared with 44% for insulin pen users and 37% for insulin pump users. One-quarter (24%) of PWD and 15% of caregivers felt they lacked knowledge about devices/digital tools for T1D. CONCLUSIONS Most PWD and caregivers had positive perceptions and experiences of new technologies/digital solutions for diabetes management, although improved support and structured education for devices/digital tools are still required.
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Affiliation(s)
- Alfred Penfornis
- Diabetology Department, Centre Hospitalier Sud Francilien, Corbeil-Essonnes, France and Université Paris-Saclay, Saclay, France
| | - Su Down
- Somerset NHS Foundation Trust, Somerset, UK
| | | | | | | | - Bernhard Kulzer
- Diabetes Zentrum Mergentheim, Forschungsinstitut der Diabetes-Akademie Bad Mergentheim, Universität Bamberg, Bamberg, Germany
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4
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Christie J, Clements MA, Williams DD, Cernich J, Patton SR. Mealtime Insulin BOLUS Score More Strongly Predicts HbA1c Than the Self-Care Inventory in Youth With Type 1 Diabetes. J Diabetes Sci Technol 2025; 19:340-344. [PMID: 37568277 PMCID: PMC11873986 DOI: 10.1177/19322968231192979] [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] [Indexed: 08/13/2023]
Abstract
BACKGROUND To meet their glycated hemoglobin (HbA1c) goals, youth with type 1 diabetes (T1D) need to engage with their daily T1D treatment. The mealtime insulin Bolus score (BOLUS) is an objective measure of youth's T1D engagement which we have previously shown to be superior to other objective engagement measures in predicting youth's HbA1c. Here, to further assess the BOLUS score's validity, we compared the strengths of the associations between youth's HbA1c with their mean insulin BOLUS score and a valid, self-report measure of T1D engagement, the Self-Care Inventory (SCI). METHODS One-hundred and five youth with T1D self-reported their T1D engagement using the SCI. We also collected two weeks of insulin pump data and a concurrent HbA1c level. We scored youth's SCI and calculated their mean insulin BOLUS score using standardized methods. For the analyses, we performed simple correlations, partial correlations, and multiple regression models. RESULTS Youth had a mean age of 15.03 ± 1.97 years, mean time since diagnosis of 8.11 ± 3.26 years, and a mean HbA1c of 8.78 ± 1.49%. The sample included n = 58 boys (55%) and n = 96 families (91%) self-identified as white. Simple correlations between youth's age, HbA1c, SCI total score, and BOLUS score were all significant. Partial correlation and regression models revealed that youth's insulin BOLUS score was more strongly associated with HbA1c than the SCI. CONCLUSIONS Youths' BOLUS score has better concurrent validity with HbA1c than the SCI. We should consider reporting the BOLUS score as an outcome metric in insulin pump data reports.
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Affiliation(s)
- Jordan Christie
- Division of Pediatric Endocrinology, Children’s Mercy Hospitals and Clinics, Kansas City, MO, USA
| | - Mark A. Clements
- Division of Pediatric Endocrinology, Children’s Mercy Hospitals and Clinics, Kansas City, MO, USA
| | - David D. Williams
- Biostatistics and Epidemiology, Children’s Mercy Hospitals and Clinics, Kansas City, MO, USA
| | - Joseph Cernich
- Division of Pediatric Endocrinology, Children’s Mercy Hospitals and Clinics, Kansas City, MO, USA
| | - Susana R. Patton
- Center for Health Care Delivery Science, Nemours Children’s Health, Jacksonville, FL, USA
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5
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Lundgrin EL, Kelly CA, Bellini N, Lewis C, Rafi E, Hatipoglu B. Diabetes Technology Trends: A Review of the Latest Innovations. J Clin Endocrinol Metab 2025; 110:S165-S174. [PMID: 39998918 DOI: 10.1210/clinem/dgaf034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Indexed: 02/27/2025]
Abstract
CONTEXT Over the last decade, diabetes management tools such as continuous glucose monitors, automated insulin delivery systems, and connected insulin pens have experienced exponential growth. These technologies are more readily being adopted to manage diabetes due to increased availability. This mini-review provides information about recent innovations available in the United States for diabetes management to improve patient outcomes. EVIDENCE ACQUISITION A systematic search was conducted using Medline, PubMed, ScienceDirect, and Embase databases, as well as the Cochrane Library to identify peer-reviewed articles published between 2014 and 2024, in English, and focused on treatment using technology in diabetes care. EVIDENCE SYNTHESIS Diabetes technology has significantly eased the burden of both glucose measurement and insulin delivery, which has, overall, improved diabetes management. Advancements in accuracy and glycemic outcomes have been demonstrated through rigorous clinical and observational trials, underscoring their potential to transform diabetes care. The literature suggests that the use of diabetes technologies promotes patient self-efficacy and enhances the quality of life for individuals with both type 2 and type 1 diabetes. CONCLUSION Diabetes technology has been shown to improve important aspects of diabetes care, from glycemic control to patient satisfaction and quality of life. It is important to assess the role of technology in type 1 and type 2 diabetes and individualize treatment goals and objectives.
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Affiliation(s)
- Erika L Lundgrin
- Diabetes and Metabolic Care Center, University Hospitals, Cleveland, OH 44106, USA
- Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
- Department of Pediatric Endocrinology, Rainbow Babies and Children's Hospital, Cleveland, OH 44106, USA
| | - Clare A Kelly
- Diabetes and Metabolic Care Center, University Hospitals, Cleveland, OH 44106, USA
- Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Natalie Bellini
- Diabetes and Metabolic Care Center, University Hospitals, Cleveland, OH 44106, USA
- Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
| | - Claudia Lewis
- Diabetes and Metabolic Care Center, University Hospitals, Cleveland, OH 44106, USA
| | - Ebne Rafi
- Diabetes and Metabolic Care Center, University Hospitals, Cleveland, OH 44106, USA
| | - Betul Hatipoglu
- Diabetes and Metabolic Care Center, University Hospitals, Cleveland, OH 44106, USA
- Case Western Reserve University School of Medicine, Cleveland, OH 44106, USA
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Giorgino F, Bonfanti R, Castaldo F, Irace C, Laurenzi A, Maffeis C, Pappagallo G, Pitocco D, Rabbone I, Zarra E, Scaramuzza AE. The Utility of Smart Multiple Daily Injection Systems in Intensive Insulin-Treated People With Diabetes: An Italian Expert Consensus. J Diabetes Sci Technol 2025:19322968251316577. [PMID: 39927665 PMCID: PMC11811948 DOI: 10.1177/19322968251316577] [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] [Indexed: 02/11/2025]
Abstract
BACKGROUND Smart systems for multiple daily injections (Smart MDI) integrate continuous glucose monitoring, connected insulin pens, smartphone apps, and cloud-based data storage to provide bolus and corrective dose suggestions, reminders/alerts, automatic tracking and sharing of insulin therapy, and glycemic data to users, caregivers, and providers. This is an expert consensus on the clinical value of Smart MDI and critical points for implementation in adults and children/adolescents with diabetes. METHODS A nominal group technique combined with the estimate-talk-estimate approach was employed to achieve consensus among panel members from the Italian Intersociety Technology and Diabetes Study Group with expertise in pediatric and adult diabetes care. RESULTS The expert consensus indicated that glycemic profiles can be improved by using bolus dose suggestions based on glucose values, planned meals, the insulin-to-carbohydrate ratio, correction factors, and consideration of insulin-on-board. Automatic remote sharing of patient data on glycemia and insulin therapy allows clinicians to make more appropriate and timely therapeutic recommendations based on objective data. Dose tracking, bolus reminders/alerts, and reduced hypoglycemia and associated anxiety achieved through Smart MDI may improve adherence. CONCLUSIONS Smart MDI can reduce treatment burden while improving the daily experiences and glycemic outcomes for adults and children/adolescents with type 1 or type 2 diabetes. However, high-quality clinical data are lacking, and more evidence is needed to compare the effects of Smart MDI and other advanced insulin delivery systems on glycemic and patient-reported outcomes.
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Affiliation(s)
- Francesco Giorgino
- Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, Department of Precision and Regenerative Medicine and Ionian Area, University of Bari Aldo Moro, Bari, Italy
| | - Riccardo Bonfanti
- Pediatric Diabetes Unit, Department of Pediatrics, Diabetes Research Institute, IRCCS San Raffaele Scientific Institute, Vita Salute San Raffaele University, Milan, Italy
| | - Filomena Castaldo
- Division of Endocrinology and Metabolic Diseases, University of Campania “Luigi Vanvitelli,” Naples, Italy
| | - Concetta Irace
- Department of Health Science, University Magna Græcia, Catanzaro, Italy
| | - Andrea Laurenzi
- IRCCS Ospedale San Raffaele, Vita-Salute San Raffaele University, Milan, Italy
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Claudio Maffeis
- Section of Pediatric Diabetes and Metabolism, Department of Surgery, Dentistry, Pediatrics, and Gynecology, Regional Center for Pediatric Diabetes, University of Verona, Veneto, Italy
| | - Giovanni Pappagallo
- School of Clinical Methodology, IRCCS “Sacred Heart—Don Calabria,” Veneto, Italy
| | - Dario Pitocco
- Diabetes Care Unit, UOSD Diabetologia, Fondazione Policlinico Universitario Agostino Gemelli, IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Ivana Rabbone
- Division of Pediatrics, Department of Health Sciences, University of Piemonte Orientale, Novara, Italy
| | - Emanuela Zarra
- S.C. Medicina Diabetologia, Dipartimento di Continuità di Cura e Fragilità, ASST Spedali Civili, Brescia, Italy
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Sebastian-Valles F, Martínez-Alfonso J, Arranz Martin JA, Jiménez-Díaz J, Hernando Alday I, Navas-Moreno V, Armenta-Joya T, Fandiño García MDM, Román Gómez GL, Garai Hierro J, Lobariñas LEL, González-Ávila C, Martinez de Icaya P, Martínez-Vizcaíno V, Marazuela M, Sampedro-Nuñez MA. Time above range and no coefficient of variation is associated with diabetic retinopathy in individuals with type 1 diabetes and glycated hemoglobin within target. Acta Diabetol 2025; 62:205-214. [PMID: 39105807 DOI: 10.1007/s00592-024-02347-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 07/17/2024] [Indexed: 08/07/2024]
Abstract
AIMS This study aimed to investigate the association between glucose metrics and diabetic retinopathy in type 1 diabetes (T1D) patients using flash continuous glucose monitoring (FGM) systems, including those maintaining glycated hemoglobin (HbA1c) within the target range. METHODS We conducted a cross-sectional study involving 1070 T1D patients utilizing FGM systems. Data on clinical, anthropometric, and socioeconomic characteristics were collected and retinopathy was classified based on international standards. RESULTS Patients' mean age was 47.6 ± 15.0 years, with 49.4% of them being females. Within the cohort, 24.8% of patients presented some form of retinopathy. In the analysis involving the entire sample of subjects, male gender (OR = 1.51, p = 0.027), Time Above Range (TAR) > 250 mg/dL (OR = 1.07, p = 0.025), duration of diabetes (OR = 1.09, p < 0.001), smoking (OR = 2.30, p < 0.001), and history of ischemic stroke (OR = 5.59, p = 0.025) were associated with diabetic retinopathy. No association was observed between the coefficient of variation and diabetic retinopathy (p = 0.934). In patients with HbA1c < 7%, the highest quartile of TAR > 250 was independently linked to diabetic retinopathy (OR = 8.32, p = 0.040), in addition to smoking (OR = 2.90, p = 0.031), duration of diabetes (OR = 1.09, p < 0.001), and hypertension (OR = 2.35, p = 0.040). CONCLUSION TAR > 250 mg/dL significantly emerges as a modifiable factor associated with diabetic retinopathy, even among those patients maintaining recommended HbA1c levels. Understanding glucose metrics is crucial for tailoring treatment strategies for T1D patients.
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Affiliation(s)
- Fernando Sebastian-Valles
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain.
- Facultad de Ciencias de la Salud, Universidad Autónoma de Chile, Hospital Universitario de La Princesa, Talca, Chile.
- Hospital Universitario de La Princesa, Diego de León 62, Madrid, 28005, Spain.
| | - Julia Martínez-Alfonso
- Department of Family and Community Medicine, Hospital La Princesa/Centro de Salud Daroca, Madrid, 28006, Spain
| | - Jose Alfonso Arranz Martin
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain
| | - Jessica Jiménez-Díaz
- Department of Endocrinology and Nutrition, Hospital Universitario Severo Ochoa, Leganés, Madrid, 28194, Spain
| | - Iñigo Hernando Alday
- Department of Endocrinology and Nutrition, Hospital Universitario Basurto, Bilbao, 48013, Spain
| | - Victor Navas-Moreno
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain
| | - Teresa Armenta-Joya
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain
| | | | - Gisela Liz Román Gómez
- Department of Endocrinology and Nutrition, Hospital Universitario Severo Ochoa, Leganés, Madrid, 28194, Spain
| | - Jon Garai Hierro
- Department of Endocrinology and Nutrition, Hospital Universitario Basurto, Bilbao, 48013, Spain
| | | | - Carmen González-Ávila
- Department of Neurology, Hospital Universitario Infanta Elena, Valdemoro, 28342, Spain
| | | | - Vicente Martínez-Vizcaíno
- Department of Neurology, Hospital Universitario Infanta Elena, Valdemoro, 28342, Spain
- Health and Social Care Research Center, Universidad de Castilla-La Mancha, Cuenca, 16071, Spain
| | - Mónica Marazuela
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain
| | - Miguel Antonio Sampedro-Nuñez
- Department of Endocrinology and Nutrition, Hospital Universitario de La Princesa, Instituto de Investigación Sanitaria de La Princesa, Universidad Autónoma de Madrid, Madrid, 28006, Spain
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Moreno-Fernandez J, Díaz-Soto G, Girbes J, Arroyo FJ. Current Perspective on the Potential Benefits of Smart Insulin Pens on Glycemic Control in Patients With Diabetes: Spanish Delphi Consensus. J Diabetes Sci Technol 2025; 19:123-135. [PMID: 37264627 PMCID: PMC11688688 DOI: 10.1177/19322968231178022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
INTRODUCTION Diabetes mellitus (DM) is a chronic disease with high morbidity and mortality, and glycemic control is key to avoiding complications. Technological innovations have led to the development of new tools to help patients with DM manage their condition. OBJECTIVE This consensus assesses the current perspective of physicians on the potential benefits of using smart insulin pens in the glycemic control of patients with type 1 diabetes (DM1) in Spain. METHODS The Delphi technique was used by 110 physicians who were experts in managing patients with DM1. The questionnaire consisted of 94 questions. RESULTS The consensus obtained was 95.74%. The experts recommended using the ambulatory glucose profile report and the different time-in-range (TIR) metrics to assess poor glycemic control. Between 31% and 65% of patients had TIR values less than 70% and were diagnosed based on glycosylated hemoglobin values. They believed that less than 10% of patients needed to remember to administer the basal insulin dose and between 10% and 30% needed to remember the prandial insulin dose. CONCLUSIONS The perception of physicians in their usual practice leads them to recommend the use of ambulatory glucose profile and time in range for glycemic control. Forgetting to administer insulin is a very common problem and the actual occurrence rate does not correspond with clinicians' perceptions. Technological improvements and the use of smart insulin pens can increase treatment adherence, strengthen the doctor-patient relationship, and help improve patients' education and quality of life.
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Affiliation(s)
- Jesús Moreno-Fernandez
- Endocrinology and Nutrition Department, Ciudad Real General University Hospital, Ciudad Real School of Medicine, University of Castilla-La Mancha, Ciudad Real, Spain
| | - Gonzalo Díaz-Soto
- Endocrinology and Nutrition Service, University Clinical Hospital of Valladolid, School of Medicine, University of Valladolid, Valladolid, Spain
| | - Juan Girbes
- Endocrinology Service, Hospital Arnau de Vilanova, Valencia, Spain
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Yamasaki A, Egashira S, Komatsu Y, Minagawa H, Takayanagi H, Takahashi H, Anzai K. [Introduction of a smart insulin pen in an elderly patient with type 1 diabetes mellitus]. Nihon Ronen Igakkai Zasshi 2025; 62:93-99. [PMID: 40159211 DOI: 10.3143/geriatrics.62.93] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2025]
Abstract
In elderly diabetes patients with an impaired cognitive function and activities of daily living, multiple daily insulin injection (MDI) therapy is associated with poor injection rates. However, patients with insulin-dependent conditions, such as type 1 diabetes, need to continue insulin therapy. Intermittently scanned continuous glucose monitoring (isCGM) and smart insulin pens have recently emerged as devices for blood glucose management. Smart insulin pens are devices that automatically record the insulin injection time and injection units of insulin and wirelessly transfer the data to a smartphone application. We herein report an elderly patient with type 1 diabetes who was treated with a smart insulin pen.An 84-year-old woman was diagnosed with type 1 diabetes at 45 years old and had been receiving MDI therapy. She had frequent unconscious hypoglycemia and thus had isCGM introduced at 80 years old. Her Mini-Mental State Examination score was 20 points, indicating mild cognitive decline, and isCGM revealed repeated hyperglycemia due to forgetting her insulin injection and hypoglycemia due to over-dose of insulin. When she was hospitalized for diabetic ketosis at 84 years old, a smart insulin pen was introduced. Following this introduction, her family and medical staff checked her insulin records and encouraged her to perform injections. She subsequently no longer experienced hyperglycemic crisis or severe hypoglycemia.Elderly patients with type 1 diabetes often have difficulty with self-management of MDI therapy. Smart insulin pens are expected to reduce the rate of forgetting insulin injections and improve injection rates.
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Affiliation(s)
- Arina Yamasaki
- Division of Metabolism and Endocrinology, Department of Internal Medicine, Faculty of Medicine, Saga University
| | - Shiho Egashira
- Division of Metabolism and Endocrinology, Department of Internal Medicine, Faculty of Medicine, Saga University
| | - Yuka Komatsu
- Division of Metabolism and Endocrinology, Department of Internal Medicine, Faculty of Medicine, Saga University
| | - Hitomi Minagawa
- Division of Metabolism and Endocrinology, Department of Internal Medicine, Faculty of Medicine, Saga University
| | - Hiroki Takayanagi
- Division of Metabolism and Endocrinology, Department of Internal Medicine, Faculty of Medicine, Saga University
| | - Hirokazu Takahashi
- Division of Metabolism and Endocrinology, Department of Internal Medicine, Faculty of Medicine, Saga University
| | - Keizo Anzai
- Division of Metabolism and Endocrinology, Department of Internal Medicine, Faculty of Medicine, Saga University
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10
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Resi V, Gaglio A, Pigotskaya Y, Caretto A, Orsi E, Grancini V. Smart Insulin Pen in Pregnant Women with Type 1 Diabetes: An Encouraging Case Series. Healthcare (Basel) 2024; 13:38. [PMID: 39791645 PMCID: PMC11720018 DOI: 10.3390/healthcare13010038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 12/22/2024] [Accepted: 12/27/2024] [Indexed: 01/12/2025] Open
Abstract
Background: The management of type 1 diabetes in pregnancy with new technologies is challenging. Sometimes the complexity of new-generation systems such as "continuous subcutaneous insulin infusion, CSII" and patient or provider preference do not allow their use, so women with type 1 diabetes in pregnancy continue to be treated with subcutaneous multiple-injection insulin therapy using pens. Smart insulin pens are new tools that allow for data collection on insulin dose and time of administration and have additional connectivity features. Objective: To retrospectively describe the use of a smart insulin pen coupled with rt-CGM (InPenTM system) in three pregnancies complicated by type 1 diabetes. Methods: Participants used the InPenTM system in pregnancy and consented to analysis of glycaemic data and pregnancy outcome. Results: An increase in pregnancy specific time-in-range glucose was observed in the three patients related to the duration of insulin action, insulin sensitivity factors, and a pre-set target glucose range for pregnancy. No diabetic ketoacidosis or severe hypoglycaemia occurred. Conclusions: We describe practical considerations in three pregnant patients with type 1 diabetes where the InPenTM system was used with suggestive improvements in the time-in-range.
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Affiliation(s)
- Veronica Resi
- Endocrinology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy; (A.G.); (Y.P.); (E.O.); (V.G.)
| | - Alessia Gaglio
- Endocrinology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy; (A.G.); (Y.P.); (E.O.); (V.G.)
| | - Yana Pigotskaya
- Endocrinology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy; (A.G.); (Y.P.); (E.O.); (V.G.)
| | - Amelia Caretto
- Diabetes Research Institute, IRCCS Ospedale San Raffaele, 20132 Milan, Italy;
| | - Emanuela Orsi
- Endocrinology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy; (A.G.); (Y.P.); (E.O.); (V.G.)
| | - Valeria Grancini
- Endocrinology Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy; (A.G.); (Y.P.); (E.O.); (V.G.)
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11
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Di Molfetta S, Rossi A, Boscari F, Irace C, Laviola L, Bruttomesso D. Criteria for Personalised Choice of a Continuous Glucose Monitoring System: An Expert Opinion. Diabetes Ther 2024; 15:2263-2278. [PMID: 39347900 PMCID: PMC11467157 DOI: 10.1007/s13300-024-01654-y] [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: 07/12/2024] [Accepted: 09/09/2024] [Indexed: 10/01/2024] Open
Abstract
Despite the growing evidence supporting the outpatient use of continuous glucose monitoring (CGM) for improving glycaemic control and reducing hypoglycaemia, there is a need for a detailed understanding of the specific features of CGM devices that best meet individual patient needs. This expert opinion, based on a comprehensive literature review and the personal perspectives of clinicians, aims to provide the healthcare professionals (HCPs) with a comprehensive framework for selecting CGM devices. It evaluates the current state of CGM technology, categorizing features into essential features, major drivers of choice, and additional/useful features. Moreover, the practical model presented outlines a patient's journey with CGM, emphasising the importance of aligning device features with patient needs. This includes understanding the patient's lifestyle, clinical conditions, and personal preferences to optimize CGM use and improve diabetes management outcomes.
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Affiliation(s)
- Sergio Di Molfetta
- Department of Precision and Regenerative Medicine and Ionian Area, Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, University of Bari Aldo Moro, 70124, Bari, Italy
| | - Antonio Rossi
- IRCCS Ospedale Galeazzi-Sant'Ambrogio, Department of Biomedical and Clinical Sciences, University of Milan, 20157, Milan, Italy
| | - Federico Boscari
- Unit of Metabolic Diseases, University Hospital of Padua, 35128, Padua, Italy
| | - Concetta Irace
- Department of Health Science, University Magna Græcia Catanzaro, Viale Europa Località Germaneto, 88100, Catanzaro, Italy.
| | - Luigi Laviola
- Department of Precision and Regenerative Medicine and Ionian Area, Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, University of Bari Aldo Moro, 70124, Bari, Italy
| | - Daniela Bruttomesso
- Unit of Metabolic Diseases, University Hospital of Padua, 35128, Padua, Italy
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12
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Simonson GD, Criego AB, Battelino T, Carlson AL, Choudhary P, Franc S, Gershenoff D, Grunberger G, Hirsch IB, Isaacs D, Johnson ML, Kerr D, Kruger DF, Mathieu C, Martens TW, Nimri R, Oser SM, Peters AL, Weinstock RS, Wright EE, Wysham CH, Bergenstal RM. Expert Panel Recommendations for a Standardized Ambulatory Glucose Profile Report for Connected Insulin Pens. Diabetes Technol Ther 2024; 26:814-822. [PMID: 38758213 DOI: 10.1089/dia.2024.0107] [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] [Indexed: 05/18/2024]
Abstract
Background: Connected insulin pens capture data on insulin dosing/timing and can integrate with continuous glucose monitoring (CGM) devices with essential insulin and glucose metrics combined into a single platform. Standardization of connected insulin pen reports is desirable to enhance clinical utility with a single report. Methods: An international expert panel was convened to develop a standardized connected insulin pen report incorporating insulin and glucose metrics into a single report containing clinically useful information. An extensive literature review and identification of examples of current connected insulin pen reports were performed serving as the basis for creation of a draft of a standardized connected insulin pen report. The expert panel participated in three virtual standardization meetings and online surveys. Results: The Ambulatory Glucose Profile (AGP) Report: Connected Insulin Pen brings all clinically relevant CGM-derived glucose and connected insulin pen metrics into a single simplified two-page report. The first page contains the time in ranges bar, summary of key insulin and glucose metrics, the AGP curve, and detailed basal (long-acting) insulin assessment. The second page contains the bolus (mealtime and correction) insulin assessment periods with information on meal timing, insulin-to-carbohydrate ratio, average bolus insulin dose, and number of days with bolus doses recorded. The report's second page contains daily glucose profiles with an overlay of the timing and amount of basal and bolus insulin administered. Conclusion: The AGP Report: Connected Insulin Pen is a standardized clinically useful report that should be considered by companies developing connected pen technology as part of their system reporting/output.
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Affiliation(s)
- Gregg D Simonson
- International Diabetes Center, HealthPartners Institute, Minneapolis, Minnesota, USA
| | - Amy B Criego
- International Diabetes Center, HealthPartners Institute, Minneapolis, Minnesota, USA
| | - Tadej Battelino
- University Medical Center Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Anders L Carlson
- International Diabetes Center, HealthPartners Institute, Minneapolis, Minnesota, USA
| | - Pratik Choudhary
- Diabetes Research Centre, University of Leicester, Leicester, United Kingdom
| | - Sylvia Franc
- Diabetes and Metabolic Diseases Department, Sud Francilien Hospital, Corbeil-Essonnes, France
| | | | - George Grunberger
- Grunberger Diabetes & Endocrinology, Bloomfield Hills, Michigan, USA
| | - Irl B Hirsch
- University of Washington School of Medicine, Seattle, Washington, USA
| | | | - Mary L Johnson
- International Diabetes Center, HealthPartners Institute, Minneapolis, Minnesota, USA
| | - David Kerr
- Center for Health Systems Research, Sutter Health, Santa Barbara, California, USA
| | - Davida F Kruger
- Division of Endocrinology, Diabetes, Bone and Mineral Disease, Henry Ford Health System, Detroit, Michigan, USA
| | - Chantal Mathieu
- Department of Endocrinology, UZ Gasthuisberg, Katholieke Universiteit Leuven, Leuven, Belgium
| | - Thomas W Martens
- International Diabetes Center, HealthPartners Institute, Minneapolis, Minnesota, USA
| | - Revital Nimri
- The Jesse Z and Sara Lea Shafer Institute for Endocrinology and Diabetes, National Center for Childhood Diabetes, Schneider Children's Medical Center of Israel, Petah Tikva, Israel
- Faculty of Medical and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Sean M Oser
- University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Anne L Peters
- USC Keck School of Medicine, Los Angeles, California, USA
| | | | - Eugene E Wright
- South Piedmont Area Health Education Center, Charlotte, North Carolina, USA
| | | | - Richard M Bergenstal
- International Diabetes Center, HealthPartners Institute, Minneapolis, Minnesota, USA
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13
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Koçkaya G, Battelino T, Petrovski G, Jendle J, Sármán B, Elbarbary N, Gökşen D, Alharbi M, Tibet B, Sharaf AM, Ökçün S, Öztürk F, Kurnaz M. Clinical perspective on innovative insulin delivery technologies in diabetes management. Front Endocrinol (Lausanne) 2024; 15:1308319. [PMID: 39411309 PMCID: PMC11473347 DOI: 10.3389/fendo.2024.1308319] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 08/06/2024] [Indexed: 10/19/2024] Open
Abstract
Introduction The primary objective of this study is to report the results of an online questionnaire and the in-person discussion sessions of physicians specializing in diabetes care in which their opinions about current diabetes management was obtained. Methods The Diabetes Innovation Summit 2023 drew attendance from a diverse group of specialized physicians from multiple countries. A comprehensive literature review was conducted to examine the technologies and medical needs associated with diabetes management. Using the results of the review, a questionnaire was developed by three experts from the steering committee to solicit feedback from specialized physicians. The online survey was made accessible between 10th December 2022 and 10th January 2023. Following the online survey, six structured in-person discussion sessions were conducted with specialized physicians from the Middle East, Central-Eastern Europe, and North Africa regions. Results The study revealed that about 59% of survey requests were answered, with many participants being pediatric endocrinologists from North Africa. Around 60% of diabetes patients followed Multiple Daily Injections (MDI) according to specialized physicians. Among MDI users, 62% employed Blood Glucose Monitors (BGM), 31% used intermittent-scanning Continuous Glucose Monitors (isCGM), and 23% used CGM. In North Africa, nearly 90% of patients used MDI due to financial constraints. While physicians focused on both Time in Range (TIR) and HbA1c for MDI-treated patients, satisfaction with TIR achieved was expressed by 31%, while 74·1% believed Real-Time CGM (rtCGM) was effective. Concerns arose about potentially misleading HbA1c results and the relatively low patient achievement of target TIR despite CGM usage. The Smart MDI System was seen favorably compared to other applications. The system's affordability was a significant barrier, particularly in the Middle East and Africa. Conclusion The present study highlights that physicians are generally supportive of utilizing new technology. The questionnaires and the open discussion revealed the expectation that the Smart MDI technology provides better control, primarily by identifying missed boluses, while expressing concerns on the use of the technology by teenagers and children, who might forget the device and be reluctant to use in public, and by the older population, who might be challenged by the technology.
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Affiliation(s)
- Güvenç Koçkaya
- Department of Health Economics and Outcome Research, ECONiX Research, Samsun, Türkiye
| | - Tadej Battelino
- Department of Pediatric and Adolescent Endocrinology, University Medical Center Ljubljana, Ljubljana, Slovenia
| | | | - Johan Jendle
- Medical Sciences, Örebro University, Örebro, Sweden
| | - Beatrix Sármán
- Department of Medicine, Faculty of Medicine Budapest Hungary, Semmelweis University, Budapest, Hungary
| | - Nancy Elbarbary
- Department of Pediatrics, Ain Shams University, Cairo, Egypt
| | - Damla Gökşen
- Department of Pediatrics, Faculty of Medicine, Ege University, Bayraklı, İzmir, Türkiye
| | - Mohammed Alharbi
- Deparment of Information Secuity Operation, Ministry of Health Saudi Arabia, Riyadh, Saudi Arabia
| | - Birol Tibet
- Department of Health Economics and Outcome Research, ECONiX Research, Samsun, Türkiye
| | | | - Selin Ökçün
- Department of Health Economics and Outcome Research, ECONiX Research, Samsun, Türkiye
| | - Filiz Öztürk
- Department of Health Economics and Outcome Research, ECONiX Research, Samsun, Türkiye
| | - Mustafa Kurnaz
- Department of Health Economics and Outcome Research, ECONiX Research, Samsun, Türkiye
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14
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Maltese G, McAuley SA, Trawley S, Sinclair AJ. Ageing well with diabetes: the role of technology. Diabetologia 2024; 67:2085-2102. [PMID: 39138689 PMCID: PMC11446974 DOI: 10.1007/s00125-024-06240-2] [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: 04/24/2024] [Accepted: 06/24/2024] [Indexed: 08/15/2024]
Abstract
Over the past two decades there has been a substantial rise in the adoption of diabetes therapeutic technology among children, adolescents and younger adults with type 1 diabetes, and its use is now also advocated for older individuals. Older people with diabetes are more prone to experience hypoglycaemia because of numerous predisposing factors and are at higher risk of hypoglycaemic events requiring third-party assistance as well as other adverse sequelae. Hypoglycaemia may also have long-term consequences, including cognitive impairment, frailty and disability. Diabetes in older people is often characterised by marked glucose variability related to age-associated changes such as variable appetite and levels of physical activity, comorbidities and polypharmacotherapy. Preventing hypoglycaemia and mitigating glucose excursions may have considerable positive impacts on physical and cognitive function and general well-being and may even prevent or improve frailty. Technology for older people includes continuous glucose monitoring systems, insulin pumps, automated insulin delivery systems and smart insulin pens. Clinical trials and real-world studies have shown that older people with diabetes benefit from technology in terms of glucose management, reductions in hypoglycaemic events, emergency department attendance and hospital admissions, and improvement in quality of life. However, ageing may bring physical impairments and other challenges that hinder the use of technology. Healthcare professionals should identify older adults with diabetes who may benefit from therapeutic technology and then adopt an individualised approach to education and follow-up for individuals and their caregivers. Future research should explore the impact of diabetes technology on outcomes relevant to older people with diabetes.
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Affiliation(s)
- Giuseppe Maltese
- Department of Diabetes and Endocrinology, Epsom & St Helier University Hospitals NHS Trust, Surrey, UK.
- School of Cardiovascular Medicine & Sciences, King's College London, London, UK.
| | - Sybil A McAuley
- School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
- Department of Endocrinology & Diabetes, The Alfred, Melbourne, VIC, Australia
- Department of Endocrinology & Diabetes, St Vincent's Hospital Melbourne, Melbourne, VIC, Australia
- Cairnmillar Institute, Melbourne, VIC, Australia
| | - Steven Trawley
- Cairnmillar Institute, Melbourne, VIC, Australia
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia
| | - Alan J Sinclair
- Foundation for Diabetes Research in Older People (fDROP), Droitwich Spa, UK
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15
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Heinemann L, Sieber J, Kulzer B. Connected Pens or Smart Pens: Technology Needs Context. J Diabetes Sci Technol 2024:19322968241274796. [PMID: 39155529 PMCID: PMC11571358 DOI: 10.1177/19322968241274796] [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] [Indexed: 08/20/2024]
Abstract
Subcutaneous insulin administration has come a long way; pens that are connected to smartphones/cloud enable data transfer about insulin dosing. The usage of detailed dosing information in a smart way can support the optimization of insulin therapy in many ways. This review discusses terminology aspects that are relevant to the optimal usage of this novel option for insulin administration. Taking such aspects into account might also be crucial to improving the uptake of these medical products. In contrast to systems for automated insulin delivery, people with diabetes have to administer the insulin dose themselves; the technology can only support them. Combining smart pens with systems for continuous glucose monitoring provides solutions that are close to an automated solution, but are more discrete and associated with lower costs.
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Affiliation(s)
- Lutz Heinemann
- Science-Consulting in Diabetes GmbH, Düsseldorf, Germany
- diateam GmbH, Bad Mergentheim, Germany
| | | | - Bernd Kulzer
- diateam GmbH, Bad Mergentheim, Germany
- FIDAM, Bad Mergentheim, Germany
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16
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Friedman JG, Silberman P, Herrmann S, Aleppo G. Strategies to Increase the Use of Connected Insulin Pens Through Shared Decision-Making: A Quality Improvement Success Story. Clin Diabetes 2024; 42:474-478. [PMID: 39429461 PMCID: PMC11486851 DOI: 10.2337/cd24-0056] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2024]
Abstract
Quality Improvement Success Stories are published by the American Diabetes Association in collaboration with the American College of Physicians and the National Diabetes Education Program. This series is intended to highlight best practices and strategies from programs and clinics that have successfully improved the quality of care for people with diabetes or related conditions. Each article in the series is reviewed and follows a standard format developed by the editors of Clinical Diabetes. The following article is part of a special article collection from the T1D Exchange Quality Improvement Collaborative. It describes an initiative to reduce inequities in diabetes technology access and use and increase the use of connected insulin pens at an academic endocrinology practice in Chicago, IL.
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Affiliation(s)
- Jared G. Friedman
- Division of Endocrinology, Metabolism and Molecular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Endocrinology Practice, Northwestern Medical Group, Northwestern Medicine, Chicago, IL
| | - Philip Silberman
- Department of Information Technology, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Stefanie Herrmann
- Division of Endocrinology, Metabolism and Molecular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | - Grazia Aleppo
- Division of Endocrinology, Metabolism and Molecular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL
- Endocrinology Practice, Northwestern Medical Group, Northwestern Medicine, Chicago, IL
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17
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Friedman JG, Odugbesan O, Ebekozien O, Aleppo G. Increasing Access to Connected Insulin Pens by Promoting Shared Decision-Making Through Collaborative Quality Improvement. Clin Diabetes 2024; 42:470-473. [PMID: 39429452 PMCID: PMC11486859 DOI: 10.2337/cd24-0057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2024]
Affiliation(s)
- Jared G. Friedman
- Division of Endocrinology, Metabolism and Molecular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL
| | | | - Osagie Ebekozien
- T1D Exchange, Boston, MA
- University of Mississippi School of Population Health, Jackson, MS
| | - Grazia Aleppo
- Division of Endocrinology, Metabolism and Molecular Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL
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18
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Danne TP, Joubert M, Hartvig NV, Kaas A, Knudsen NN, Mader JK. Association Between Treatment Adherence and Continuous Glucose Monitoring Outcomes in People With Diabetes Using Smart Insulin Pens in a Real-World Setting. Diabetes Care 2024; 47:995-1003. [PMID: 38569055 PMCID: PMC11116913 DOI: 10.2337/dc23-2176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 03/05/2024] [Indexed: 04/05/2024]
Abstract
OBJECTIVE To evaluate the association of insulin injection adherence, smart insulin pen engagement, and glycemic control using real-world data from 16 countries from adults self-administering basal insulin degludec and bolus insulin with a smart insulin pen (NovoPen 6 or NovoPen Echo Plus) alongside continuous glucose monitoring (CGM). RESEARCH DESIGN AND METHODS Data were aggregated over 14-day periods. Treatment adherence was defined according to the number of missed basal and missed bolus insulin doses and smart pen engagement according to the number of days with data uploads. RESULTS Data from 3,945 adults, including 25,157 14-day periods with ≥70% CGM coverage, were analyzed. On average, 0.2 basal and 6.0 bolus insulin doses were missed over 14 days. The estimated probability of missing at least one basal insulin dose over a 14-day period was 17.6% (95% CI 16.5, 18.7). Missing one basal or bolus insulin dose per 14 days was associated with a significant decrease in percentage of time with glucose levels in range (TIR) (3.9-10.0 mmol/L), of -2.8% (95% CI -3.7, -1.8) and -1.7% (-1.8, -1.6), respectively; therefore, missing two basal or four bolus doses would decrease TIR by >5%. Smart pen engagement was associated positively with glycemic outcomes. CONCLUSIONS This combined analysis of real-world smart pen and CGM data showed that missing two basal or four bolus insulin doses over a 14-day period would be associated with a clinically relevant decrease in TIR. Smart insulin pens provide valuable insights into treatment injection behaviors.
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Affiliation(s)
- Thomas P.A. Danne
- Diabetes Centre for Children and Adolescents, Children’s and Youth Hospital Auf der Bult, Hanover Medical School, Hanover, Germany
| | - Michael Joubert
- Diabetes Care Unit, Caen University Hospital, University of Caen Normandy, Caen, France
| | | | | | | | - Julia K. Mader
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
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19
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Akturk HK, Battelino T, Castañeda J, Arrieta A, van den Heuvel T, Cohen O. Future of Time-in-Range Goals in the Era of Advanced Hybrid Closed-Loop Automated Insulin Delivery Systems. Diabetes Technol Ther 2024; 26:102-106. [PMID: 38377325 PMCID: PMC10890947 DOI: 10.1089/dia.2023.0432] [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] [Indexed: 02/22/2024]
Abstract
The concept of maintaining blood glucose levels within the 70-180 mg/dL range, known as time-in-range, has raised questions regarding its representation of true physiological euglycemia. Some have speculated that focusing on the time spent within the 70-140 mg/dL range, introduced as time in tight range (TITR) through the International Consensus statement, could serve as a more precise metric for assessing normoglycemia in individuals with type 1 diabetes. This article delves into the current status of TITR as an emerging marker and explores how advanced hybrid closed-loop systems may offer a promising avenue for achieving this higher level of glycemic control.
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Affiliation(s)
- Halis K. Akturk
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, Colorado, USA
| | - Tadej Battelino
- University Medical Centre Ljubljana, and Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | | | - Arcelia Arrieta
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
| | | | - Ohad Cohen
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
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20
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Chan K, Hansen K, Muratov S, Khoudigian S, Lamotte M. Smart connected insulin dose monitoring technologies versus standard of care: a Canadian cost-effectiveness analysis. J Comp Eff Res 2024; 13:e230124. [PMID: 38205726 PMCID: PMC10945415 DOI: 10.57264/cer-2023-0124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Accepted: 12/19/2023] [Indexed: 01/12/2024] Open
Abstract
Aim: There is growing interest in novel insulin management systems that improve glycemic control. This study aimed to evaluate the cost-effectiveness of smart connected insulin re-usable pens or caps for disposable insulin pens versus pens without connected capabilities in the management of adult patients with Type 1 diabetes (T1DM) from a Canadian societal perspective. Materials & methods: The IQVIA Core Diabetes Model was utilized to conduct the analyses. Applying data from a non-interventional study, the connected insulin device arm was assumed to result in greater reductions (-0.67%) in glycated hemoglobin from baseline and fewer non-severe hypoglycemic events (-32.87 events/patient annually). Macro- and micro-vascular risks were predicted using the Epidemiology of Diabetes Interventions and Complications study data. Direct and indirect costs and utilities were sourced from literature. Key model outcomes included life years and quality-adjusted life-years (QALYs). Both costs and effects were annually discounted at 1.5% over a 60-year time horizon. Uncertainty was explored in scenario and probabilistic sensitivity analyses (PSA). Results: The connected insulin pen device was associated with lower mean discounted total costs (CAD221,943 vs 266,199; -CAD44,256), improvement in mean life expectancy (25.78 vs 24.29; +1.49 years) and gains in QALYs (18.48 vs 16.74; +1.75 QALYs) over the patient's lifetime. Most scenario analyses confirmed the base case results. The PSA showed dominance in 99.5% of cases. Conclusion: For adults with T1DM in Canada, a connected insulin pen device is likely to be a cost-effective treatment option associated with greater clinical benefits and lower costs relative to a standard re-usable or disposable pen.
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Affiliation(s)
- Katalina Chan
- Novo Nordisk Canada, Inc., Patient Access, Mississauga, Ontario, L5N 6M1, Canada
| | - Kåre Hansen
- Novo Nordisk A/S, Global Market Access, Novo Allé 1, 2880, Bagsværd, Denmark
| | - Sergey Muratov
- IQVIA, Real World Solutions (RWS), Mississauga, Ontario, L4W 5N9, Canada
- Department of Health Research Methods, McMaster University, Evidence, and Impact (HEI), Hamilton, Ontario, L8S 4L8, Canada
| | - Shoghag Khoudigian
- IQVIA, Real World Solutions (RWS), Mississauga, Ontario, L4W 5N9, Canada
| | - Mark Lamotte
- Th(is)2Modeling bv, Hogeweg, 91730, Asse, Belgium
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21
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Guo L, Xiao X. Guideline for the Management of Diabetes Mellitus in the Elderly in China (2024 Edition). Aging Med (Milton) 2024; 7:5-51. [PMID: 38571669 PMCID: PMC10985780 DOI: 10.1002/agm2.12294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Revised: 02/08/2024] [Accepted: 02/08/2024] [Indexed: 04/05/2024] Open
Abstract
With the deepening of aging in China, the prevalence of diabetes in older people has increased noticeably, and standardized diabetes management is critical for improving clinical outcomes of diabetes in older people. In 2021, the National Center of Gerontology, Chinese Society of Geriatrics, and Diabetes Professional Committee of Chinese Aging Well Association organized experts to write the first guideline for diabetes diagnosis and treatment in older people in China, the Guideline for the Management of Diabetes Mellitus in the Elderly in China (2021 Edition). The guideline emphasizes that older patients with diabetes are a highly heterogeneous group requiring comprehensive assessment and stratified and individualized management strategies. The guideline proposes simple treatments and de-intensified treatment strategies for older patients with diabetes. This edition of the guideline provides clinicians with practical and operable clinical guidance, thus greatly contributing to the comprehensive and full-cycle standardized management of older patients with diabetes in China and promoting the extensive development of clinical and basic research on diabetes in older people and related fields. In the past 3 years, evidence-based medicine for older patients with diabetes and related fields has further advanced, and new treatment concepts, drugs, and technologies have been developed. The guideline editorial committee promptly updated the first edition of the guideline and compiled the Guideline for the Management of Diabetes Mellitus in the Elderly in China (2024 Edition). More precise management paths for older patients with diabetes are proposed, for achieving continued standardization of the management of older Chinese patients with diabetes and improving their clinical outcomes.
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Affiliation(s)
- Lixin Guo
- National Center of Gerontology, Chinese Society of Geriatrics, Diabetes Professional Committee of Chinese Aging Well AssociationBeijingChina
- Department of Endocrinology, Beijing Hospital, National Center of Gerontology, Institute of Geriatric MedicineChinese Academy of Medical SciencesBeijingChina
| | - Xinhua Xiao
- National Center of Gerontology, Chinese Society of Geriatrics, Diabetes Professional Committee of Chinese Aging Well AssociationBeijingChina
- Department of EndocrinologyPeking Union Medical College Hospital, Chinese Academy of Medical SciencesBeijingChina
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22
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Hellman J, Hartvig NV, Kaas A, Møller JB, Sørensen MR, Jendle J. Associations of bolus insulin injection frequency and smart pen engagement with glycaemic control in people living with type 1 diabetes. Diabetes Obes Metab 2024; 26:301-310. [PMID: 37926903 DOI: 10.1111/dom.15316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 09/11/2023] [Accepted: 09/21/2023] [Indexed: 11/07/2023]
Abstract
AIM To evaluate whether both bolus insulin injection frequency and smart pen engagement were associated with changes in glycaemic control, using real-world data from adults with type 1 diabetes (T1D). MATERIALS AND METHODS Adults using a smart pen (NovoPen 6) to administer bolus insulin (fast-acting insulin aspart or insulin aspart) alongside continuous glucose monitoring were eligible for inclusion. Smart pen engagement was characterized by number of days with pen data uploads over the previous 14 days. Glycaemic control was evaluated by analysing glucose metrics. RESULTS Overall, data from 1194 individuals were analysed. The number of daily bolus injections was significantly associated with time in range (TIR; 3.9-10.0 mmol/L [70-180 mg/dL]; P < 0.0001). Individuals administering, on average, three daily bolus insulin injections had an estimated 11% chance of achieving >70% TIR. The probability of achieving >70% TIR increased with the mean number of daily bolus injections. However, the percentage of TIR was lower on days when individuals administered higher-than-average numbers of injections. The observed mean number of daily bolus injections administered across the study population was lower than the optimal number required to reach glycaemic targets (4.8 injections vs. 6-8 injections). Smart pen engagement was significantly associated with improved TIR. CONCLUSIONS Glycaemic control was associated with daily bolus insulin injection frequency and smart pen engagement. A treatment regimen combining an optimal bolus injection strategy, and effective smart pen engagement, may improve glycaemic control among adults with T1D.
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Affiliation(s)
- Jarl Hellman
- Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | | | | | | | | | - Johan Jendle
- School of Medical Science, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
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Ekberg NR, Hartvig NV, Kaas A, Møller JB, Adolfsson P. Smart Pen Exposes Missed Basal Insulin Injections and Reveals the Impact on Glycemic Control in Adults With Type 1 Diabetes. J Diabetes Sci Technol 2024; 18:66-73. [PMID: 35775735 PMCID: PMC10899845 DOI: 10.1177/19322968221104142] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Adherence to basal insulin injections and the effects of missed basal insulin injections in adults with type 1 diabetes (T1D) were investigated using data from continuous glucose monitoring (CGM) and smart insulin pen devices in a real-world study. METHODS This was a post hoc analysis of a prospective, real-world study conducted in Sweden. Adults with T1D who were using CGM received a smart insulin pen device (NovoPen 6) for insulin injections. Missed basal insulin doses (≥40 hours between doses) were evaluated over 14-day periods, and the probability of missing basal insulin doses was estimated. Associations between missed basal insulin doses and glycemic outcomes were also explored. RESULTS Thirty-two patients with 4410 acceptable CGM days (315 14-day periods) were included. The number of missed basal insulin doses ranged from 0 to 4 over 315 14-day periods. The estimated probability of missing at least one basal insulin dose over any given 14-day period was 22% (95% confidence interval: 10%-40%). Missed basal insulin doses were significantly associated with higher mean glycemic levels, higher glucose management indicator, and lower time in range (70-180 mg/dL [3.9-10.0 mmol/L]). Similar results were observed when adjusted for missed bolus insulin doses; age and sex had no statistically significant effect on any glycemic parameter. CONCLUSIONS This is the first study, based on accurate real-world injection data, to demonstrate the challenge of adherence to basal insulin injections in patients with T1D, and document that just one missed basal injection per week can result in clinically significant changes in glycemic control.
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Affiliation(s)
- Neda Rajamand Ekberg
- Center for Diabetes, Academic Specialist Center, Stockholm, Sweden
- Department of Molecular Medicine and Surgery, Karolinska Institutet, Karolinska University Hospital, Stockholm, Sweden
| | | | | | | | - Peter Adolfsson
- Department of Pediatrics, The Hospital of Halland, Kungsbacka, Sweden
- Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
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MacLeod J, Im GH, Smith M, Vigersky RA. Shining the Spotlight on Multiple Daily Insulin Therapy: Real-World Evidence of the InPen Smart Insulin Pen. Diabetes Technol Ther 2024; 26:33-39. [PMID: 37855818 PMCID: PMC10794824 DOI: 10.1089/dia.2023.0365] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2023]
Abstract
Objective: Connected insulin pens are creating opportunities for the millions of individuals with diabetes using multiple daily injections (MDI) therapy across the globe. Continuous glucose monitoring (CGM) data from connected insulin pens are revealing gaps and opportunities to significantly improve care for this population. In this article, we report real-world findings of the InPen™ smart insulin pen paired with CGM (InPen system), used by persons with type 1 diabetes (T1D) and type 2 diabetes (T2D). Methods: A retrospective cohort analysis was conducted with the real-world data collected from the InPen system of individuals (N = 3793 with T1D, N = 552 with T2D, and N = 808 unidentified) who used the system from January 01, 2020, to December 31, 2021. Diabetes management (e.g., missed and mistimed insulin dosing, mismatched food intake, and correction dose delivery) and glycemic outcomes were assessed. Results: In the overall and T1D populations, a dosing frequency of ≥3 doses per day and a missed dose frequency of <20% was associated with improved glycemia. In adults with T2D, missing <20% of doses was the significant factor determining improved glycemia. Conclusion: This analysis, integrating data from a smart insulin pen and CGM, provides insights into the impact of dosing behavior on glycemic outcomes and informs counseling strategies for the diabetes care team, through technologically advanced insulin management for those using MDI therapy.
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MacLeod J, Im GH, Smith M, Vigersky RA. Shining the Spotlight on Multiple Daily Insulin Therapy: Real-World Evidence of the InPen Smart Insulin Pen. Diabetes Technol Ther 2024; 26:33-39. [PMID: 37855818 PMCID: PMC10794824 DOI: 10.1089/dia.2023.0365 10.1089/dia.2023.0365] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2024]
Abstract
Objective: Connected insulin pens are creating opportunities for the millions of individuals with diabetes using multiple daily injections (MDI) therapy across the globe. Continuous glucose monitoring (CGM) data from connected insulin pens are revealing gaps and opportunities to significantly improve care for this population. In this article, we report real-world findings of the InPen™ smart insulin pen paired with CGM (InPen system), used by persons with type 1 diabetes (T1D) and type 2 diabetes (T2D). Methods: A retrospective cohort analysis was conducted with the real-world data collected from the InPen system of individuals (N = 3793 with T1D, N = 552 with T2D, and N = 808 unidentified) who used the system from January 01, 2020, to December 31, 2021. Diabetes management (e.g., missed and mistimed insulin dosing, mismatched food intake, and correction dose delivery) and glycemic outcomes were assessed. Results: In the overall and T1D populations, a dosing frequency of ≥3 doses per day and a missed dose frequency of <20% was associated with improved glycemia. In adults with T2D, missing <20% of doses was the significant factor determining improved glycemia. Conclusion: This analysis, integrating data from a smart insulin pen and CGM, provides insights into the impact of dosing behavior on glycemic outcomes and informs counseling strategies for the diabetes care team, through technologically advanced insulin management for those using MDI therapy.
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Kaplan A, Boivin M, Bouchard J, Kim J, Hayes S, Licskai C. The emerging role of digital health in the management of asthma. Ther Adv Chronic Dis 2023; 14:20406223231209329. [PMID: 38028951 PMCID: PMC10657529 DOI: 10.1177/20406223231209329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 09/25/2023] [Indexed: 12/01/2023] Open
Abstract
The most common reasons seen for lack of asthma control include misconceptions about disease control, low controller treatment adherence, poor inhaler technique, and the resulting underuse of controllers and overuse of short-acting beta2 agonists (SABAs). Narrowing these care gaps may be achieved through well-designed patient education that considers the patient's motivation, beliefs, and capabilities regarding their asthma and its management and empowers the patient to become an active participant in treatment decisions. Digital health technologies (DHTs) and digital therapeutic (DT) devices provide new opportunities to monitor treatment behaviors, improve communication between healthcare providers and patients, and generate data that inform educational interactions. DHT and DT have been proven effective in enhancing patient self-management in other chronic conditions, particularly diabetes. Accelerated integration of DHT and DT into the management of asthma patients is facilitated by the use of digital inhalers that employ sensor technology ("smart" inhalers). These devices efficiently provide real-time feedback on controller adherence, SABA use, and inhaler technique that have the strong potential to optimize asthma control.
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Affiliation(s)
- Alan Kaplan
- Department of Family and Community Medicine, University of Toronto, 14872 Yonge Street, Aurora, Toronto, ON L4G 1N2, Canada
- Family Physician Airways Group of Canada, Markham, ON, Canada
| | | | | | - James Kim
- Faculty of Medicine, University of Calgary, Calgary, AB, Canada
| | | | - Christopher Licskai
- Division of Respirology, Department of Medicine, Western University, London, ON, Canada
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27
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Lingen K, Pikounis T, Bellini N, Isaacs D. Advantages and disadvantages of connected insulin pens in diabetes management. Endocr Connect 2023; 12:e230108. [PMID: 37610002 PMCID: PMC10563601 DOI: 10.1530/ec-23-0108] [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: 03/26/2023] [Accepted: 08/22/2023] [Indexed: 08/24/2023]
Abstract
Insulin administration remains vital to the treatment of diabetes and although there have been advances in insulin delivery, evidence suggests that many people with diabetes on insulin therapy have suboptimal glycemic management. Recent advancements in insulin administration techniques include connected insulin devices, such as connected insulin pens and pen caps. In this review, we provide an overview of the literature on the use of connected insulin pens and pen caps to further elucidate the clinical benefits and drawbacks of these devices. We discuss the development of these devices, outlining the characteristics of insulin pens and pen caps with regulatory approvals. These devices have different features that can ease the burden of diabetes management, including automatic recording of insulin dose information, tracking of insulin-on-board, bolus calculators, and missed dose alerts. Despite the advantages of connected pens and pen caps, a small percentage of insulin users are currently using these devices, due to many factors, including lack of health-care professional awareness, initial training for prescribers, and setup of the device. Overcoming these barriers and publishing more data demonstrating the glycemic outcomes associated with these systems could improve diabetes management for people living with diabetes. As health-care systems become increasingly digital, connected insulin pens have the potential to allow a data-driven approach to diabetes management for people who are not interested in, cannot afford, or do not have intensive insulin regimens that might warrant use of insulin pumps or automated insulin delivery systems.
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28
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Edelman S, Cheatham WW, Norton A, Close KL. Patient Perspectives on the Benefits and Challenges of Diabetes and Digital Technology. Clin Diabetes 2023; 42:243-256. [PMID: 38666210 PMCID: PMC11040029 DOI: 10.2337/cd23-0003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/28/2024]
Abstract
Diabetes technology continues to evolve, advancing with our understanding of human biology and improving our ability to treat people with diabetes. Diabetes devices are broadly classified into the following categories: glucose sensors, insulin delivery devices, and digital health care technology (i.e., software and mobile applications). When supported by education and individually tailored, technology can play a key role in optimizing outcomes. Digital devices assist in diabetes management by tracking meals, exercise, sleep, and glycemic measurements in real time, all of which can guide physicians and other clinicians in their decision-making. Here, as people with diabetes and patient advocates, as well as diabetes specialists, primary care providers, and diabetes care and education specialists, we present our perspectives on the advances, benefits, and challenges of diabetes technology in primary care practices.
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Affiliation(s)
- Steve Edelman
- University of California San Diego, Veterans Affairs Medical Center, San Diego, CA
- Taking Control of Your Diabetes, Solana Beach, CA
| | | | - Anna Norton
- National Minority Quality Forum, Washington, DC
| | - Kelly L. Close
- Close Concerns, Inc., and the diaTribe Foundation, San Francisco, CA
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Jendle J, Agvall B, Galozy A, Adolfsson P. Patterns and Predictors Associated With Long-Term Glycemic Control in Pediatric and Young Adult Patients with Type 1 Diabetes. J Diabetes Sci Technol 2023; 17:1243-1251. [PMID: 35549729 PMCID: PMC10563547 DOI: 10.1177/19322968221096423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The development of diabetes technology is rapid and requires education and resources to be successfully implemented in diabetes care management. METHOD In an observational study, we evaluated the use of advanced diabetes technology, resource utilization, and glycemic control. The study population was 725 individuals with type 1 diabetes (T1D) living in Region Halland, Sweden. The study cohort was followed for 7 years between 2013 and 2019. RESULTS Children aged 0 to 17 years were associated with significantly better glucose control than young adults aged 18 to 25 years. The mean HbA1c in children and young adults was 53 mmol/mol (7.0%) compared to 61 mmol/mol (7.7%) (P < .0001), respectively. Comorbidities such as attention deficit hyperactivity disorder (ADHD), autism, and coelic disease were associated with higher HbA1c. All groups, regardless of age and comorbidity, showed a positive effect on glucose control after visiting a dietitian or psychologist. Differences were found between the age groups in terms of more use of advanced diabetes technology and more frequent visits to a physician in children compared to young adults. CONCLUSIONS More frequent visits to physicians, and a visit to dietitians, and psychologists were associated with improved glucose control in individuals with T1D 0 to 25 years. Increased resources, including access to more advanced technologies, may be required in young adults with T1D.
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Affiliation(s)
- Johan Jendle
- Institute of Medical Sciences, Örebro University, Örebro, Sweden
| | - Björn Agvall
- Department of Research and Development, Region Halland, Halmstad, Sweden
| | - Alexander Galozy
- Center for Applied Intelligent Systems Research, Halmstad University, Halmstad, Sweden
| | - Peter Adolfsson
- Institute of Medical Sciences, Örebro University, Örebro, Sweden
- Department of Pediatrics, The Hospital of Halland, Kungsbacka, Sweden
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Baliga BS, Tillman JB, Olson B, Vaughan S, Sheikh FN, Malone JK. First Real-World Experience With Bigfoot Unity: A 6-Month Retrospective Analysis. Clin Diabetes 2023; 41:539-548. [PMID: 37849519 PMCID: PMC10577513 DOI: 10.2337/cd22-0126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2023]
Abstract
The Bigfoot Unity Diabetes Management System, a smart pen cap system cleared by the U.S. Food and Drug Administration in May 2021, incorporates continuous glucose monitoring data, real-time glycemic alerts, and clinician-directed dose recommendations. This study analyzed real-world clinical outcomes data for an initial cohort (n = 58, from 13 clinics) managing multiple daily injection insulin therapy using the pen cap system for 6 months. We examined glycemic control, including hypoglycemia events and interaction with and use of the pen cap system. In a cohort mainly consisting of adults with type 2 diabetes and an average age of 62 years, the results demonstrate close adherence to established glycemic targets, including a relatively short amount of time spent in the hypoglycemic range.
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Tejera-Pérez C, Chico A, Azriel-Mira S, Lardiés-Sánchez B, Gomez-Peralta F. Connected Insulin Pens and Caps: An Expert's Recommendation from the Area of Diabetes of the Spanish Endocrinology and Nutrition Society (SEEN). Diabetes Ther 2023:10.1007/s13300-023-01417-1. [PMID: 37188930 DOI: 10.1007/s13300-023-01417-1] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/25/2023] [Accepted: 04/24/2023] [Indexed: 05/17/2023] Open
Abstract
Undoubtedly, technological advances have revolutionised diabetes management in recent years. The development of advanced closed hybrid loop insulin pumps or continuous glucose monitoring (CGM) systems, among others, have increased the quality of life and improved glycaemic control of people with diabetes. However, only some patients have access to such technology, and only some want to use it. CGM has become much more widespread, but in terms of insulin delivery, most people with type 1 diabetes (T1D) and almost all people with type 2 diabetes (T2D) on insulin therapy are treated with multiple-dose insulin injections (MDI) rather than an insulin pump. For these patients, using connected insulin pens or caps has shown benefits in reducing missed insulin injections and promoting correct administration over time. In addition, using these devices improves the quality of life and user satisfaction. The integration of insulin injection and CGM data facilitates both users and the healthcare team to analyse glucose control and implement appropriate therapeutic changes, reducing therapeutic inertia. This expert's recommendation reviews the characteristics of the devices marketed or in the process of being marketed and their available scientific evidence. Finally, it suggests the profile of users and professionals who would benefit most, the barriers to its generalisation and the changes in the care model that implementing these devices can bring with it.
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Affiliation(s)
- Cristina Tejera-Pérez
- Servicio Endocrinología y Nutriciós, Complejo Hospitalario Universitario de Ferrol, A Coruña, Spain
| | - Ana Chico
- Servicio Endocrinología y Nutrición, Hospital Santa Creu i Sant Pau, Barcelona, Spain
- CIBER-OBN, Barcelona, Spain
- Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Sharona Azriel-Mira
- Servicio de Endocrinología y Nutrición, Hospital Universitario Infanta Sofia, Madrid, Spain
| | | | - Fernando Gomez-Peralta
- Endocrinology and Nutrition Unit, Hospital General de Segovia, Unidad de Endocrinología y Nutrición, Luis Erik Clavería Neurólogo S.N street, 40002, Segovia, Spain.
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Consoli A, Formoso G. Patient perceptions of insulin therapy in diabetes self-management with insulin injection devices. Acta Diabetol 2023; 60:705-710. [PMID: 36828942 PMCID: PMC10063495 DOI: 10.1007/s00592-023-02054-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 02/13/2023] [Indexed: 02/26/2023]
Abstract
AIMS Several insulin delivery systems are available to control glycemia in patients with diabetes. Recently introduced devices feature connectivity enabling data transfer to smartphone applications to provide decision support and reduce errors in dosing and timing, while reducing the cognitive burden. METHODS We conducted an online survey in Italian patients with a self-reported diagnosis of diabetes to assess patient perceptions of insulin therapy management, and their impressions of connection-enabled insulin pens compared to standard insulin pens. The Morisky Medication Adherence Scale-8 was used to assess adherence to insulin therapy. RESULTS Among 223 respondents (108 with type 1 diabetes; 115 with type 2 diabetes), the most prominent unmet need was the necessity to overcome the cognitive burden of care associated with measuring, calculating, timing, and recording therapy. Only 25% of respondents had high adherence; 28% had low adherence. CONCLUSIONS When asked to compare the attributes of a non-connected insulin pen with those of a new connected device, 71% of patients rated the new proposal "very useful". The cognitive burden associated with self-management of diabetes therapy may influence preferences for advanced insulin delivery systems.
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Affiliation(s)
- Agostino Consoli
- Department of Medicine and Aging Sciences, Center for Advanced Studies and Technology (CAST, Ex CeSIMet) G. d'Annunzio University Chieti-Pescara, CAST building, Room 315, G. d'Annunzio University Campus, Via Luigi Polacchi, 11-13, 66100, Chieti, Italy.
- Endocrinology and Metabolism Unit, Pescara Health Service, Pescara, Italy.
| | - Gloria Formoso
- Department of Medicine and Aging Sciences, Center for Advanced Studies and Technology (CAST, Ex CeSIMet) G. d'Annunzio University Chieti-Pescara, CAST building, Room 315, G. d'Annunzio University Campus, Via Luigi Polacchi, 11-13, 66100, Chieti, Italy
- Endocrinology and Metabolism Unit, Pescara Health Service, Pescara, Italy
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Cranston I, Jamdade V, Liao B, Newson RS. Clinical, Economic, and Patient-Reported Benefits of Connected Insulin Pen Systems: A Systematic Literature Review. Adv Ther 2023; 40:2015-2037. [PMID: 36928495 PMCID: PMC10130105 DOI: 10.1007/s12325-023-02478-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 02/21/2023] [Indexed: 03/18/2023]
Abstract
INTRODUCTION The objective of this systematic literature review was to evaluate the available literature concerning the clinical, economic, and patient-reported benefits of insulin pen platforms, including connected insulin pens/caps/sleeves and insulin platforms, as well as mobile apps capable of receiving near real-time insulin dosing information. METHODS Medline and Embase databases and the Cochrane Library were searched for published literature between January 2015 and May 2021, and manual searches for conference abstracts from 2018 to May 2021 were performed. These searches were supplemented by internet searches for relevant literature and clinical trials. Study selection involved the population, intervention, comparator, outcomes, time frame, and study design outline. Included studies investigated connected insulin systems or connected caps/sleeves enabling pens to be connected, or apps able to connect to these systems, in individuals of all ages with type 1 or type 2 diabetes mellitus. RESULTS Searches identified a total of 26 publications (mostly observational studies and conference abstracts) for inclusion, representing ten unique, predominantly small studies. Evidence in this field is still in its early stages, and only two randomized controlled trials met our inclusion criteria. Available results showed that connected insulin pens and their systems potentially helped reduce suboptimal insulin use and may therefore improve glycemic control. Satisfaction of people with diabetes with the technologies used was high, and economic benefits were noted. Features of effective connected insulin pen devices include simplicity of use and data upload/sharing, useful "point-of-care" alerts, and simple and understandable data presentation to facilitate more effective consultations. CONCLUSIONS Connected insulin pen systems could be increasingly considered as part of routine clinical care for insulin-treated persons with diabetes who must manage the complexity of their daily insulin routine. Future research focusing on the way data obtained from these devices can be most effectively used alongside other information is urgently needed.
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Affiliation(s)
- Iain Cranston
- Academic Department of Endocrinology and Diabetes, Portsmouth Hospitals University NHS Trust, Portsmouth, UK
| | | | | | - Rachel S Newson
- Eli Lilly and Company, 60 Margaret Street, Sydney, NSW, 2000, Australia.
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Hankosky ER, Schapiro D, Gunn KB, Lubelczyk EB, Mitroi J, Nelson DR. Gaps Remain for Achieving HbA1c Targets for People with Type 1 or Type 2 Diabetes Using Insulin: Results from NHANES 2009-2020. Diabetes Ther 2023; 14:967-975. [PMID: 37067668 PMCID: PMC10108820 DOI: 10.1007/s13300-023-01399-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 03/21/2023] [Indexed: 04/18/2023] Open
Abstract
INTRODUCTION Glycated hemoglobin A1c (HbA1c) is an important measure to assess glycemic control and predict diabetes complications. However, there is limited information on trends in HbA1c among people with diabetes (PwDs) who use insulin. The aim of this study was to describe trends in HbA1c among PwDs who use insulin by diabetes type and insulin regimen. METHODS A retrospective analysis was conducted using data from the National Health and Nutrition Examination Survey (NHANES, 2009-2020). PwDs were classified into three cohorts: type 1 diabetes mellitus (T1DM), type 2 diabetes mellitus using mealtime insulin (T2DM-MTI), and type 2 diabetes mellitus (T2DM) using basal-only insulin (T2DM basal-only). Trends in HbA1c over time were assessed using regression analysis after adjusting for age, gender, and race/ethnicity. RESULTS Mean HbA1c values aggregated over 2009-2020 were 8.0% (T1DM), 8.6% (T2DM-MTI), and 8.6% (T2DM basal-only). The American Diabetes Association-recommended target of HbA1c of < 7% was achieved by 25.2% of people in the T1DM and T2DM-MTI groups each and by 12.3% of people in the T2DM basal-only group. Over time, an upward trend was observed in the percentage of people achieving HbA1c < 7% in the T2DM basal-only group. The percentage of PwDs achieving individualized HbA1c targets was 27.0%, 12.4%, and 16.1% for the T1DM, T2DM-MTI, and T2DM basal-only groups, respectively. CONCLUSIONS Our study using NHANES data suggests that approximately 25% of PwDs achieve glycemic targets. This study highlights the need for improved therapies to better manage glycemic targets in PwDs.
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Affiliation(s)
- Emily R Hankosky
- Value, Evidence and Outcomes (VEO)-Diabetes, Eli Lilly and Company, Indianapolis, IN, USA.
| | - David Schapiro
- Value, Evidence and Outcomes (VEO)-Diabetes, Eli Lilly and Company, Indianapolis, IN, USA
| | - Karli B Gunn
- Value, Evidence and Outcomes (VEO)-Diabetes, Eli Lilly and Company, Indianapolis, IN, USA
| | - Elizabeth B Lubelczyk
- Value, Evidence and Outcomes (VEO)-Diabetes, Eli Lilly and Company, Indianapolis, IN, USA
| | - Jessica Mitroi
- Value, Evidence and Outcomes (VEO)-Diabetes, Eli Lilly and Company, Indianapolis, IN, USA
| | - David R Nelson
- Value, Evidence and Outcomes (VEO)-Diabetes, Eli Lilly and Company, Indianapolis, IN, USA
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Messer LH, Vigers T, Akturk HK, Forlenza GP, Huss KB, Karami AJ, Malecha E, Oser SM, Polsky S, Pyle L, Shah VN, Wadwa RP, Oser TK. Increasing Use of Diabetes Devices: What Do Health Care Professionals Need? Clin Diabetes 2023; 41:386-398. [PMID: 37456091 PMCID: PMC10338282 DOI: 10.2337/cd22-0092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/17/2023]
Abstract
Despite evidence of improved diabetes outcomes with diabetes technology such as continuous glucose monitoring (CGM) systems, insulin pumps, and hybrid closed-loop (HCL) insulin delivery systems, these devices are underutilized in clinical practice for the management of insulin-requiring diabetes. This low uptake may be the result of health care providers' (HCPs') lack of confidence or time to prescribe and manage devices for people with diabetes. We administered a survey to HCPs in primary care, pediatric endocrinology, and adult endocrinology practices in the United States. Responding HCPs expressed a need for device-related insurance coverage tools and online data platforms with integration to electronic health record systems to improve diabetes technology uptake in these practice settings across the United States.
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Affiliation(s)
- Laurel H. Messer
- University of Colorado School of Medicine, Barbara Davis Center for Diabetes, Aurora, CO
| | - Tim Vigers
- University of Colorado School of Public Health, Department of Biostatistics and Informatics, Aurora, CO
- University of Colorado School of Medicine, Department of Pediatrics, Aurora, CO
| | - Halis K. Akturk
- University of Colorado School of Medicine, Barbara Davis Center for Diabetes, Aurora, CO
| | - Gregory P. Forlenza
- University of Colorado School of Medicine, Barbara Davis Center for Diabetes, Aurora, CO
| | - Kelsey B. Huss
- University of Colorado School of Medicine, Department of Family Medicine, Aurora, CO
| | - Angela J. Karami
- University of Colorado School of Medicine, Barbara Davis Center for Diabetes, Aurora, CO
| | - Emily Malecha
- University of Colorado School of Medicine, Barbara Davis Center for Diabetes, Aurora, CO
| | - Sean M. Oser
- University of Colorado School of Medicine, Department of Family Medicine, Aurora, CO
| | - Sarit Polsky
- University of Colorado School of Medicine, Barbara Davis Center for Diabetes, Aurora, CO
| | - Laura Pyle
- University of Colorado School of Public Health, Department of Biostatistics and Informatics, Aurora, CO
| | - Viral N. Shah
- University of Colorado School of Medicine, Barbara Davis Center for Diabetes, Aurora, CO
| | - R. Paul Wadwa
- University of Colorado School of Medicine, Barbara Davis Center for Diabetes, Aurora, CO
| | - Tamara K. Oser
- University of Colorado School of Medicine, Department of Family Medicine, Aurora, CO
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Seo J, Heidenreich S, Aldalooj E, Poon JL, Spaepen E, Eby EL, Newson RS. Patients' Preferences for Connected Insulin Pens: A Discrete Choice Experiment Among Patients with Type 1 and Type 2 Diabetes. THE PATIENT 2023; 16:127-138. [PMID: 36437389 PMCID: PMC9911509 DOI: 10.1007/s40271-022-00610-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 11/03/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND This study quantified how people with diabetes value the unique features of connected insulin pens and related mobile apps, and the underlying reasons for preferring connected versus non-connected insulin pens. METHODS A discrete choice experiment (DCE) was conducted in the USA and UK to elicit preferences of adults (≥ 18 years) with type 1 or 2 diabetes for attributes of insulin pens. Attributes included device type, dosing support, glucose monitoring, additional app features, and data sharing. Relative attribute importance (RAI) scores were calculated to capture the relative importance of an attribute. Predicted choice probabilities were obtained to compare different profiles for connected and non-connected insulin pens. RESULTS The DCE was completed by 540 participants (58.9% male; 90.7% Caucasian; mean age, 58.3 years; 69.4% type 2 diabetes). Participants most valued the possibility of using a connected insulin pen with dosing support and automated dose logging (RAI = 39.9%), followed by automatic transfer of glucose levels (RAI = 29.0%), additional features of tracking diet and physical activity (RAI = 14.6%), data sharing (RAI = 13.6%), and device type (RAI = 2.9%). All profiles of connected insulin pens were preferred over a non-connected pen (p < 0.001), and pen profiles with advanced features were preferred over those without (p < 0.001). Preferences differed by age but not diabetes type, country of residence, or insulin regimen. CONCLUSION People with diabetes in the USA and UK prefer connected over non-connected insulin pens due largely to the availability of automated logging of dose and glucose levels.
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Affiliation(s)
- Jaein Seo
- Patient-Centered Research, Evidera, Bethesda, MD, USA
| | | | | | - Jiat Ling Poon
- Value, Evidence, and Outcomes, Eli Lilly and Co, Indianapolis, IN, USA
| | | | - Elizabeth L Eby
- Value, Evidence, and Outcomes, Eli Lilly and Co, Indianapolis, IN, USA
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37
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Menzen M. [It's a new world: Improvement of diabetes therapy through digital and technical innovations]. Dtsch Med Wochenschr 2023; 148:288-293. [PMID: 36878226 DOI: 10.1055/a-1911-2926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2023]
Abstract
Medical progress is increasingly characterized by digital and technical solutions that improve and facilitate treatment of our patients. Especially diabetes therapy is an ideal field for digital and technical solutions. The complexity of insulin therapy with the need to take multiple variables into account is a brilliant example for the use of digital support processes. This article gives an overview of the current state of telemedicine during corona pandemic and diabetes Apps to improve mental health and self support in people with diabetes as well as to simplify documentation. In the field of technical solutions at first continuous glucose monitoring and smart pen technology will be presented with their potential to increase time in range, reduce the frequency of hypoglycemia and improve glycemic management. As next topic automated insulin delivery as current gold standard and possibilities to further improve glycemic control in future. Last wearables in the diabetes field to improve diabetes therapy as well as the management of diabetes complications. All these aspects show the importance of technical and digital supported therapies for treatment and glycemic management in people with diabetes in Germany.
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Affiliation(s)
- Markus Menzen
- Abteilung für Innere Medizin, Diabetologie, Gemeinschaftskrankenhaus Bonn, Bonn, Germany
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Sparre T, Hammershøy L, Steensgaard DB, Sturis J, Vikkelsøe P, Azzarello A. Factors Affecting Performance of Insulin Pen Injector Technology: A Narrative Review. J Diabetes Sci Technol 2023; 17:290-301. [PMID: 36540004 PMCID: PMC10012375 DOI: 10.1177/19322968221145201] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
BACKGROUND Insulin treatment is an essential hormone replacement therapy for the survival of people with type 1 diabetes and is often used for treatment in type 2 diabetes, particularly as the disease progresses. Advances in insulin therapy have been made since its discovery, including production of human insulin and development of insulin analogs with improved efficacy and safety profiles. The different types of available insulin formulations allow health care professionals to personalize treatment to an individual's needs. Generally, insulin requires parenteral administration via subcutaneous injection owing to very low oral bioavailability. METHODS This article reviews the human, technological, economical, and regulatory factors affecting the performance of insulin pens and the relationship between them. Opportunities and challenges that insulin pen injections may encounter in the future are also considered. RESULTS Insulin delivery devices, together with other factors, influence dose accuracy, convenience, and quality of life, contributing to easier medication administration with high efficacy and safety. For patients, ease of use, fast and accurate drug delivery, and painless injection are the most valuable features of an insulin injection device. For manufacturers, technological feasibility and economic viability also need to be considered when developing injection devices. CONCLUSION Insulin pen injectors are generally preferred over vial and syringe, although access may be limited in some health care systems. Insulin pen injectors can adapt to different insulin regimens and formulations and have the potential to acquire dosing data in real time.
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Affiliation(s)
- Thomas Sparre
- Novo Nordisk A/S, Søborg, Denmark
- Thomas Sparre, MD, PhD, Novo Nordisk A/S,
Vandtårnsvej 112, Søborg 2860, Denmark.
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Naïditch N, Mauchant C, Benabbad I, Hehn C, Joubert M, Thébaut JF, Rosilio M. STYLCONNECT Study: An Assessment of Automatic Data Collection Devices by People Living with Diabetes and Using an Insulin Pen. Diabetes Ther 2023; 14:303-318. [PMID: 36422803 PMCID: PMC9944131 DOI: 10.1007/s13300-022-01337-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 11/02/2022] [Indexed: 11/25/2022] Open
Abstract
INTRODUCTION The use of devices to connect insulin pens could facilitate management and improve glycaemic control in people with type 1 (PwT1D) and type 2 diabetes (PwT2D). However, their acceptance seems little studied. We conducted an online survey with the main objective of assessing the level of interest among insulin-treated people with diabetes (PwD) in a device connected to a disposable pen and secondary objectives of assessing the perceived benefits and important features expected of a connected device and identifying factors associated with interest scores. METHODS An ad-hoc questionnaire, validated by PwD, was used. Responses from 1798 PwD (975 PwT1D and 823 PwT2D) were analysed. RESULTS The mean interest rating was 7.4/10 (PwT1D: 7.2 vs PwT2D: 7.7; p < 0.001). PwD perceived that the device would make it easier to record their diabetes-related information (7.7/10) and keep all insulin and diabetes data in a single location (7.7/10). It was particularly important for PwD that this type of device could integrate data from glucose-measuring devices (7.8/10) and could set an alarm when all insulin in the body had been metabolised (7.7/10). CONCLUSION Our study highlighted PwD's strong interest in automating the collection of their insulin therapy data, with significantly more interest among PwT2D than PwT1D, and the importance of interoperability between glucose measurement devices and interchangeability between the different brands of insulin. More generally, for the first time and on a large scale, our study provided a greater understanding of the expectations of PwD regarding these devices.
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Affiliation(s)
- Nicolas Naïditch
- Fédération Française des Diabétiques [French Federation of Diabetics - FFD], Diabète LAB., 88 Rue de la Roquette, 75011, Paris, France.
| | | | | | - Coline Hehn
- Fédération Française des Diabétiques [French Federation of Diabetics - FFD], Diabète LAB., 88 Rue de la Roquette, 75011, Paris, France
- Université de Lorraine, APEMAC, 57000, Metz, France
| | - Michael Joubert
- Service d'endocrinologie-Diabétologie [Endocrinology/Diabetes Unit], Centre Hospitalier Universitaire de Caen, Caen, France
| | - Jean-François Thébaut
- Fédération Française des Diabétiques [French Federation of Diabetics - FFD], Diabète LAB., 88 Rue de la Roquette, 75011, Paris, France
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40
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Yoo JH, Kim JH. Advances in Continuous Glucose Monitoring and Integrated Devices for Management of Diabetes with Insulin-Based Therapy: Improvement in Glycemic Control. Diabetes Metab J 2023; 47:27-41. [PMID: 36635028 PMCID: PMC9925143 DOI: 10.4093/dmj.2022.0271] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 09/28/2022] [Indexed: 01/14/2023] Open
Abstract
Continuous glucose monitoring (CGM) technology has evolved over the past decade with the integration of various devices including insulin pumps, connected insulin pens (CIPs), automated insulin delivery (AID) systems, and virtual platforms. CGM has shown consistent benefits in glycemic outcomes in type 1 diabetes mellitus (T1DM) and type 2 diabetes mellitus (T2DM) treated with insulin. Moreover, the combined effect of CGM and education have been shown to improve glycemic outcomes more than CGM alone. Now a CIP is the expected future technology that does not need to be worn all day like insulin pumps and helps to calculate insulin doses with a built-in bolus calculator. Although only a few clinical trials have assessed the effectiveness of CIPs, they consistently show benefits in glycemic outcomes by reducing missed doses of insulin and improving problematic adherence. AID systems and virtual platforms made it possible to achieve target glycosylated hemoglobin in diabetes while minimizing hypoglycemia, which has always been challenging in T1DM. Now fully automatic AID systems and tools for diabetes decisions based on artificial intelligence are in development. These advances in technology could reduce the burden associated with insulin treatment for diabetes.
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Affiliation(s)
- Jee Hee Yoo
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
- Division of Endocrinology and Metabolism, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jae Hyeon Kim
- Division of Endocrinology and Metabolism, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
- Department of Clinical Research Design and Evaluation, Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Korea
- Corresponding author: Jae Hyeon Kim https://orcid.org/0000-0001-5001-963X Division of Endocrinology and Metabolism, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, 81 Irwon-ro, Gangnam-gu, Seoul 06351, Korea E-mail:
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Gomez-Peralta F, Abreu C, Fernández-Rubio E, Cotovad L, Pujante P, Gaztambide S, Bellido D, Menéndez Torre E, Ruiz-Valdepeñas S, Bello H, Valledor X, Pérez-González J, Ruiz-Valdepeñas L. Efficacy of a Connected Insulin Pen Cap in People With Noncontrolled Type 1 Diabetes: A Multicenter Randomized Clinical Trial. Diabetes Care 2023; 46:206-208. [PMID: 36448932 PMCID: PMC9797789 DOI: 10.2337/dc22-0525] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Accepted: 10/23/2022] [Indexed: 12/02/2022]
Abstract
OBJECTIVE To assess the efficacy of the insulin pen cap Insulclock on improving glycemic control, treatment adherence, and user satisfaction in people with type 1 diabetes. RESEARCH DESIGN AND METHODS This multicenter, open-label, randomized controlled trial comprised a 4-week run-in phase and a 6-week double-arm phase in which participants were randomly assigned into an active or masked mode. RESULTS Fifty-five participants were evaluable (active group, n = 26, masked group, n = 29). The increase in time in range was higher in the active versus masked group (5.2% vs. -0.8%; P = 0.016). The active group showed a higher reduction in mean glucose, glucose management indicator, time above range, and high blood glucose index. On-time insulin doses increased in the active group and decreased in the masked group. CONCLUSIONS Insulclock system use was associated with improved glycemic control, glycemic variability, hyperglycemia risk, and treatment adherence in people with uncontrolled type 1 diabetes.
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Affiliation(s)
- Fernando Gomez-Peralta
- Endocrinology and Nutrition Unit, Hospital General de Segovia, Segovia, Spain
- Corresponding author: Fernando Gomez-Peralta,
| | - Cristina Abreu
- Endocrinology and Nutrition Unit, Hospital General de Segovia, Segovia, Spain
| | | | - Laura Cotovad
- Endocrinology and Nutrition Unit. Complejo Hospitalario Universitario de Ferrol (CHUF), A Coruña, Spain
| | - Pedro Pujante
- Endocrinology and Nutrition Unit, Hospital Universitario Central de Asturias, and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Spain
| | - Sonia Gaztambide
- Endocrinology and Nutrition Unit, Cruces University Hospital, Bilbao, Spain
| | - Diego Bellido
- Endocrinology and Nutrition Unit. Complejo Hospitalario Universitario de Ferrol (CHUF), A Coruña, Spain
| | - Edelmiro Menéndez Torre
- Endocrinology and Nutrition Unit, Hospital Universitario Central de Asturias, and Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Spain
| | | | - Hugo Bello
- Research and Development Unit, Insulcloud S.L., Madrid, Spain
| | - Xoan Valledor
- Research and Development Unit, Insulcloud S.L., Madrid, Spain
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42
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Galindo RJ, Ramos C, Cardona S, Vellanki P, Davis GM, Oladejo O, Albury B, Dhruv N, Peng L, Umpierrez GE. Efficacy of a Smart Insulin Pen Cap for the Management of Patients with Uncontrolled Type 2 Diabetes: A Randomized Cross-Over Trial. J Diabetes Sci Technol 2023; 17:201-207. [PMID: 34293955 PMCID: PMC9846390 DOI: 10.1177/19322968211033837] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
BACKGROUND We studied a smart insulin pen cap that can be plugged to several brand of insulin pens, to track insulin administration via smart-phone Bluetooth technology, with alarm/reminder system aiming. METHODS This pilot randomized, cross-over design study assessed the use of a smart insulin pen cap in improving adherence, glycemic control and patient satisfaction in insulin-treated patients with poorly controlled type 2 diabetes. Eighty patients on basal insulin ± oral agents with hemoglobin A1C (HbA1c) between 7.0% and 12.0% were randomized to a 12-week active phase receiving alarms/reminders and a 12-week control/masked phase without feedback. We assessed differences between groups on treatment adherence, insulin omission, and mistiming of insulin injections, HbA1c, treatment satisfaction (using Diabetes Treatment Satisfaction Questionnaire Status). RESULTS Compared to the control/masked phase, the active phase resulted in lower mean daily blood glucose (147.0 ± 34 vs 157.6 ± 42 mg/dL, P < .01); and greater reduction in HbA1c from baseline (-0.98% vs -0.72%, P = .006); however, no significant differences in treatment adherence, insulin omission or insulin mistiming were observed. High patient satisfaction scores were reported in both active and control phases, with DTSQc of 15.5 ± 3.7 and 14.9 ± 3.6, respectively. Statistical models showed no residual effect after cross-over between active and control phases. CONCLUSIONS The results of this pilot study indicates that this smart insulin pen cap was effective in improving glycemic control with overall good satisfaction in insulin treated patients with type 2 diabetes. Future studies are needed to confirm its potential for improving care in insulin treated patients with diabetes.
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Affiliation(s)
- Rodolfo J. Galindo
- Emory University School of Medicine,
Division of Endocrinology and Diabetes, Grady Memorial Hospital, Atlanta, GA,
USA
| | - Clementina Ramos
- Emory University School of Medicine,
Division of Endocrinology and Diabetes, Grady Memorial Hospital, Atlanta, GA,
USA
| | - Saumeth Cardona
- Emory University School of Medicine,
Division of Endocrinology and Diabetes, Grady Memorial Hospital, Atlanta, GA,
USA
| | - Priyathama Vellanki
- Emory University School of Medicine,
Division of Endocrinology and Diabetes, Grady Memorial Hospital, Atlanta, GA,
USA
| | - Georgia M. Davis
- Emory University School of Medicine,
Division of Endocrinology and Diabetes, Grady Memorial Hospital, Atlanta, GA,
USA
| | - Omolade Oladejo
- Emory University School of Medicine,
Division of Endocrinology and Diabetes, Grady Memorial Hospital, Atlanta, GA,
USA
| | - Bonnie Albury
- Emory University School of Medicine,
Division of Endocrinology and Diabetes, Grady Memorial Hospital, Atlanta, GA,
USA
| | | | - Limin Peng
- Emory University Rollins School of
Public Health, Atlanta, GA, USA
| | - Guillermo E. Umpierrez
- Emory University School of Medicine,
Division of Endocrinology and Diabetes, Grady Memorial Hospital, Atlanta, GA,
USA
- Guillermo E. Umpierrez, MD, CDE, FACE,
MACP, Emory University School of Medicine, 69 Jesse Hill Jr. Dr., Glenn
Building, Suite 202, Atlanta, GA 30303, USA.
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Patton SR, Fox L, Cushing CC, McDonough R, Clements MA. Cash-Only INcentives to promote insulin DOSE engagement: A protocol paper for the pilot randomized controlled trial of COIN2DOSE. Contemp Clin Trials 2022; 123:107008. [PMID: 36396067 PMCID: PMC10043759 DOI: 10.1016/j.cct.2022.107008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 10/25/2022] [Accepted: 11/10/2022] [Indexed: 11/16/2022]
Abstract
BACKGROUND Most adolescents with type 1 diabetes (T1D) do not achieve a glycated hemoglobin (HbA1c) <7.0%, which is the current clinical target. mHealth can offer a scalable and age-appropriate delivery method for behavioral interventions to lower adolescents' HbA1c levels, while applying established behavior change and behavioral economics theories can enhance scientific rigor. METHODS We aim to conduct a pilot randomized clinical trial of a novel mHealth intervention called Coin2Dose (Cash-Only INcentives To promote insulin DOSE engagement), in a sample of youth with T1D: 1) to obtain measures of feasibility and acceptability and 2) to examine preliminary efficacy versus a standard care control group based on differences in youth's daily BOLUS scores, HbA1c levels, and Time in Range (TIR) at post-intervention and 3-month post-intervention follow-up. This pilot RCT is already registered in http://ClinicalTrials.gov (NCT#05280184). RESULTS Our pilot will recruit youth with T1D 11-17 years-old who use an insulin pump or Bluetooth connected insulin pen and have an average daily BOLUS score ≤2.5. Youth randomized to Coin2Dose will receive the intervention for 12 weeks followed by a 12-week maintenance period. The pilot is scheduled to start July 2022 and to conclude in 2025. DISCUSSION At the conclusion of the pilot, we will have information about the feasibility and acceptability of two different behavioral economic incentive structures for improving BOLUS scores. The work is anticipated to progress to final efficacy trial. We will disseminate study results through presentations at local, national, and international conferences and through peer-reviewed diabetes and psychology journals.
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Affiliation(s)
- Susana R Patton
- Nemours Children's Health-Jacksonville, 807 Children's Way, Jacksonville, FL 32207, United States of America.
| | - Larry Fox
- Nemours Children's Health-Jacksonville, 807 Children's Way, Jacksonville, FL 32207, United States of America.
| | - Christopher C Cushing
- University of Kansas, Dole Human Development Center, Rm 2011, 1000 Sunnyside Avenue, Lawrence, KS 66045, United States of America.
| | - Ryan McDonough
- Children's Mercy-Kansas City, 2401 Gillham Road, Kansas City, MO 64108, United States of America.
| | - Mark A Clements
- Children's Mercy-Kansas City, 2401 Gillham Road, Kansas City, MO 64108, United States of America.
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Blonde L, Umpierrez GE, Reddy SS, McGill JB, Berga SL, Bush M, Chandrasekaran S, DeFronzo RA, Einhorn D, Galindo RJ, Gardner TW, Garg R, Garvey WT, Hirsch IB, Hurley DL, Izuora K, Kosiborod M, Olson D, Patel SB, Pop-Busui R, Sadhu AR, Samson SL, Stec C, Tamborlane WV, Tuttle KR, Twining C, Vella A, Vellanki P, Weber SL. American Association of Clinical Endocrinology Clinical Practice Guideline: Developing a Diabetes Mellitus Comprehensive Care Plan-2022 Update. Endocr Pract 2022; 28:923-1049. [PMID: 35963508 PMCID: PMC10200071 DOI: 10.1016/j.eprac.2022.08.002] [Citation(s) in RCA: 234] [Impact Index Per Article: 78.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 08/01/2022] [Accepted: 08/02/2022] [Indexed: 02/06/2023]
Abstract
OBJECTIVE The objective of this clinical practice guideline is to provide updated and new evidence-based recommendations for the comprehensive care of persons with diabetes mellitus to clinicians, diabetes-care teams, other health care professionals and stakeholders, and individuals with diabetes and their caregivers. METHODS The American Association of Clinical Endocrinology selected a task force of medical experts and staff who updated and assessed clinical questions and recommendations from the prior 2015 version of this guideline and conducted literature searches for relevant scientific papers published from January 1, 2015, through May 15, 2022. Selected studies from results of literature searches composed the evidence base to update 2015 recommendations as well as to develop new recommendations based on review of clinical evidence, current practice, expertise, and consensus, according to established American Association of Clinical Endocrinology protocol for guideline development. RESULTS This guideline includes 170 updated and new evidence-based clinical practice recommendations for the comprehensive care of persons with diabetes. Recommendations are divided into four sections: (1) screening, diagnosis, glycemic targets, and glycemic monitoring; (2) comorbidities and complications, including obesity and management with lifestyle, nutrition, and bariatric surgery, hypertension, dyslipidemia, retinopathy, neuropathy, diabetic kidney disease, and cardiovascular disease; (3) management of prediabetes, type 2 diabetes with antihyperglycemic pharmacotherapy and glycemic targets, type 1 diabetes with insulin therapy, hypoglycemia, hospitalized persons, and women with diabetes in pregnancy; (4) education and new topics regarding diabetes and infertility, nutritional supplements, secondary diabetes, social determinants of health, and virtual care, as well as updated recommendations on cancer risk, nonpharmacologic components of pediatric care plans, depression, education and team approach, occupational risk, role of sleep medicine, and vaccinations in persons with diabetes. CONCLUSIONS This updated clinical practice guideline provides evidence-based recommendations to assist with person-centered, team-based clinical decision-making to improve the care of persons with diabetes mellitus.
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Affiliation(s)
| | | | - S Sethu Reddy
- Central Michigan University, Mount Pleasant, Michigan
| | | | | | | | | | | | - Daniel Einhorn
- Scripps Whittier Diabetes Institute, La Jolla, California
| | | | | | - Rajesh Garg
- Lundquist Institute/Harbor-UCLA Medical Center, Torrance, California
| | | | | | | | | | | | - Darin Olson
- Colorado Mountain Medical, LLC, Avon, Colorado
| | | | | | - Archana R Sadhu
- Houston Methodist; Weill Cornell Medicine; Texas A&M College of Medicine; Houston, Texas
| | | | - Carla Stec
- American Association of Clinical Endocrinology, Jacksonville, Florida
| | | | - Katherine R Tuttle
- University of Washington and Providence Health Care, Seattle and Spokane, Washington
| | | | | | | | - Sandra L Weber
- University of South Carolina School of Medicine-Greenville, Prisma Health System, Greenville, South Carolina
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45
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O'Neill S. Update on technologies, medicines and treatments. Diabet Med 2022; 39:e14899. [PMID: 35730165 DOI: 10.1111/dme.14899] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/10/2022] [Indexed: 11/25/2022]
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46
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Xu NY, Nguyen KT, DuBord AY, Pickup J, Sherr JL, Teymourian H, Cengiz E, Ginsberg BH, Cobelli C, Ahn D, Bellazzi R, Bequette BW, Gandrud Pickett L, Parks L, Spanakis EK, Masharani U, Akturk HK, Melish JS, Kim S, Kang GE, Klonoff DC. Diabetes Technology Meeting 2021. J Diabetes Sci Technol 2022; 16:1016-1056. [PMID: 35499170 PMCID: PMC9264449 DOI: 10.1177/19322968221090279] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Diabetes Technology Society hosted its annual Diabetes Technology Meeting on November 4 to November 6, 2021. This meeting brought together speakers to discuss various developments within the field of diabetes technology. Meeting topics included blood glucose monitoring, continuous glucose monitoring, novel sensors, direct-to-consumer telehealth, metrics for glycemia, software for diabetes, regulation of diabetes technology, diabetes data science, artificial pancreas, novel insulins, insulin delivery, skin trauma, metabesity, precision diabetes, diversity in diabetes technology, use of diabetes technology in pregnancy, and green diabetes. A live demonstration on a mobile app to monitor diabetic foot wounds was presented.
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Affiliation(s)
- Nicole Y. Xu
- Diabetes Technology Society,
Burlingame, CA, USA
| | | | | | | | | | | | - Eda Cengiz
- University of California, San
Francisco, San Francisco, CA, USA
| | | | | | - David Ahn
- Mary & Dick Allen Diabetes Center
at Hoag, Newport Beach, CA, USA
| | | | | | | | - Linda Parks
- University of California, San
Francisco, San Francisco, CA, USA
| | - Elias K. Spanakis
- Baltimore VA Medical Center,
Baltimore, MD, USA
- University of Maryland, Baltimore,
MD, USA
| | - Umesh Masharani
- University of California, San
Francisco, San Francisco, CA, USA
| | - Halis K. Akturk
- Barbara Davis Center for Diabetes,
University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | | | - Sarah Kim
- University of California, San
Francisco, San Francisco, CA, USA
| | - Gu Eon Kang
- The University of Texas at Dallas,
Richardson, TX, USA
| | - David C. Klonoff
- Diabetes Research Institute,
Mills-Peninsula Medical Center, San Mateo, CA, USA
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47
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Steenkamp D, Eby EL, Gulati N, Liao B. Adherence and Persistence to Insulin Therapy in People with Diabetes: Impact of Connected Insulin Pen Delivery Ecosystem. J Diabetes Sci Technol 2022; 16:995-1002. [PMID: 33666097 PMCID: PMC9264450 DOI: 10.1177/1932296821997923] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Diabetes is an increasing public health problem, and insulin is the mainstay for treatment of type 1 diabetes. In type 2 diabetes treatment, insulin therapy is used after oral or other injectable agents become inadequate to achieve glycemic control. Despite the advances in insulin therapy, management of diabetes remains challenging. Numerous studies have reported low adherence and persistence to insulin therapy, which acts as a barrier to successful glycemic control and diabetes management. The aim of this targeted review article is to provide an overview of adherence and persistence to insulin therapy in people with diabetes and to discuss the impact of the emergence of a new connected ecosystem of increasingly sophisticated insulin pens, glucose monitoring systems, telemedicine, and mHealth on diabetes management. With the emergence of a connected diabetes ecosystem, we have entered an era of advanced personalized insulin delivery, which will have the potential to enhance diabetes self-management and clinical management. Early systems promise to unlock the potential to address missed or late bolus insulin delivery, which should help to address non-adherence and non-persistence. Over time, improvements in this ecosystem have the potential to combine insulin data with previously missing contextualized patient data, including meal, glucose, and activity data to support personalized clinical decisions and ultimately revolutionize insulin therapy.
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Affiliation(s)
- Devin Steenkamp
- Boston University School of Medicine,
Boston, MA, USA
- Devin Steenkamp, MD, Boston University
School of Medicine, 720 Harrison Ave, Doctors Office Building, Suite 8100,
Boston, MA 02118, USA.
| | | | - Nany Gulati
- Eli Lilly Services India Pvt. Ltd.,
Bangalore, KA, India
| | - Birong Liao
- Eli Lilly and Company, Indianapolis, IN,
USA
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48
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Kompala T, Neinstein AB. Smart Insulin Pens: Advancing Digital Transformation and a Connected Diabetes Care Ecosystem. J Diabetes Sci Technol 2022; 16:596-604. [PMID: 33435704 PMCID: PMC9294591 DOI: 10.1177/1932296820984490] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
With the first commercially available smart insulin pens, the predominant insulin delivery device for millions of people living with diabetes is now coming into the digital age. Smart insulin pens (SIPs) have the potential to reshape a connected diabetes care ecosystem for patients, providers, and health systems. Existing SIPs are enhanced with real-time wireless connectivity, digital dose capture, and integration with personalized dosing decision support. Automatic dose capture can promote effective retrospective review of insulin dose data, particularly when paired with glucose data. Patients, providers, and diabetes care teams will be able to make increasingly data-driven decisions and recommendations, in real time, during scheduled visits, and in a more continuous, asynchronous care model. As SIPs continue to progress along the path of digital transformation, we can expect additional benefits: iteratively improving software, machine learning, and advanced decision support. Both these technological advances, and future care delivery models with asynchronous interactions, will depend on easy, open, and continuous data exchange between the growing number of diabetes devices. SIPs have a key role in modernizing diabetes care for a large population of people living with diabetes.
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Affiliation(s)
- Tejaswi Kompala
- Department of Medicine, University of
California, San Francisco, San Francisco, CA, USA
- Tejaswi Kompala, MD, University of
California, San Francisco, 1700 Owens Street, Suite 541, San Francisco, CA
94158, USA.
| | - Aaron B. Neinstein
- Department of Medicine, University of
California, San Francisco, San Francisco, CA, USA
- Center for Digital Health Innovation,
University of California, San Francisco, San Francisco, CA, USA
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Ilkowitz J, Wissing V, Gallagher MP. Pediatric Smart Insulin Pen Use: The Next Best Thing. J Diabetes Sci Technol 2022; 16:635-640. [PMID: 34474591 PMCID: PMC9294571 DOI: 10.1177/19322968211041362] [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] [Indexed: 11/16/2022]
Abstract
In the pediatric population, insulin pump therapy, or CSII, is often considered the gold standard for intensive diabetes management. Insulin pump technology offers families and caregivers many beneficial features including a calculator for insulin dosing and the ability to review diabetes management data to provide data-driven diabetes management. However, for those who find CSII challenging or choose to use multiple daily injections (MDI) there is an option that offers similar features called the Smart Insulin Pen (SIP). Even though SIP technology provides a safe and data-driven diabetes self-management tool for the pediatric population using MDI, there is limited pediatric specific literature. This article will describe current options, data-driven diabetes management, benefits, challenges and clinical use of SIP technology in the pediatric population.
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Affiliation(s)
- Jeniece Ilkowitz
- The NYU Pediatric Diabetes Center,
Hassenfeld Childrens’ Hospital at NYU Langone, New York, NY, USA
| | - Vanessa Wissing
- The NYU Pediatric Diabetes Center,
Hassenfeld Childrens’ Hospital at NYU Langone, New York, NY, USA
| | - Mary Pat Gallagher
- The NYU Pediatric Diabetes Center,
Hassenfeld Childrens’ Hospital at NYU Langone, New York, NY, USA
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50
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Abstract
Smart pen technology has evolved over the past decade with new features such as Bluetooth connectivity, bolus dose calculators, and integration with mobile apps and continuous glucose monitors. While similar in appearance to a traditional insulin pen, smart pens have the ability to record and store data of insulin injections. These devices have the potential to transform diabetes management for clinicians, and patients with type 1 and type 2 diabetes on insulin therapy by improving adherence, glycemic control, and addressing barriers to diabetes management. Smart pens can also highlight the relationship between insulin, food, and physical activity, and provide insight into optimizing insulin regimens. Education of clinicians and patients, and more clinical studies showing the benefits of smart pens and cost-effectiveness, are needed.
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Affiliation(s)
- Sarah L. Sy
- Joslin Diabetes Center, Boston,
MA, USA
- Harvard Medical School, Boston,
MA, USA
- Beth Israel Deaconess Medical
Center, Boston, MA, USA
| | - Medha M. Munshi
- Joslin Diabetes Center, Boston,
MA, USA
- Harvard Medical School, Boston,
MA, USA
- Beth Israel Deaconess Medical
Center, Boston, MA, USA
| | - Elena Toschi
- Joslin Diabetes Center, Boston,
MA, USA
- Harvard Medical School, Boston,
MA, USA
- Elena Toschi, MD, Joslin Diabetes
Center, One Joslin Place, Boston, MA 02215, USA.
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