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Cai Y, Ma L, Zhang L, Neng Q, Su H. Efficacy and Safety of a Non-Carbohydrate Counting Meal Bolus Strategy in Adults with Type 1 Diabetes Using Open-Source Automated Insulin Delivery. Diabetes Technol Ther 2025. [PMID: 40402843 DOI: 10.1089/dia.2024.0591] [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: 05/24/2025]
Abstract
Aims: This study addressed the challenge of postprandial glycemic variability in type 1 diabetes (T1D), even with AID (automated insulin delivery). We evaluated the effectiveness of a non-carbohydrate counting (non-CC) meal bolus strategy in adults with T1D utilizing open-source AID. Methods: A total of 32 adults with T1D, aged 18 to 50 years, participated in a randomized crossover trial utilizing open-source AID. Following a 7-day run-in period, participants were randomly assigned to one of two groups: automatic mode (closed loop) or manual mode (open loop). After 2 weeks, the participants underwent a crossover to the alternate treatment mode. Prandial boluses were administered according to a sliding scale based on preprandial glucose levels, without utilizing either the exact carbohydrate content of meals or meal announcement buttons. The study compared the differences in time in range (TIR) and insulin dosage across the different phases. Results: Compared with the open-loop phase, the TIR for patients during the closed-loop phase increased significantly during the night (75.45% ± 12.08% vs. 83.05% ± 7.20%, P < 0.001) and 24 h (73.40% ± 9.98% vs. 79.21% ± 4.84%, P = 0.019), with a more pronounced effect observed at night. During the closed-loop phase, the frequency of 24-h hypoglycemic events (<3.9 mmol/L) was reduced compared with the open-loop phase, with no difference in nocturnal hypoglycemic events. In addition, compared with the open-loop phase, there were no significant differences in average postprandial blood glucose and peak blood glucose levels during the closed-loop phase; however, the time to reach peak postprandial blood glucose was delayed (86.06 ± 20.80 min vs. 99.08 ± 15.05 min, P < 0.001). Conclusions: A non-CC meal bolus strategy based on preprandial glucose in adults with T1D utilizing open-source AID effectively prevents glycemic excursions and maintains a mean TIR over 70%.
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Affiliation(s)
- Yunying Cai
- The Endocrinology Department, First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, Type 1 Diabetes Alliance of Yunnan Province, Kunming, China
| | - Le Ma
- Medical School, Kunming University of Science and Technology, Kunming, China
| | - Lun Zhang
- The Clinical Nutrition Department, First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, Kunming, China
| | - Qiongli Neng
- The Endocrinology Department, First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, Type 1 Diabetes Alliance of Yunnan Province, Kunming, China
| | - Heng Su
- The Endocrinology Department, First People's Hospital of Yunnan Province, The Affiliated Hospital of Kunming University of Science and Technology, Type 1 Diabetes Alliance of Yunnan Province, Kunming, China
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2
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Di Molfetta S, Rossi A, Assaloni R, Franceschi R, Grancini V, Guardasole V, Scaramuzza AE, Scarpitta AM, Trombetta M, Zanfardino A, Candido R, Avogaro A, Cherubini V, Irace C. Tips for successful use of commercial automated insulin delivery systems: An expert paper of the Italian working group on diabetes and technology. Diabetes Res Clin Pract 2025; 223:112117. [PMID: 40127870 DOI: 10.1016/j.diabres.2025.112117] [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: 09/17/2024] [Revised: 03/10/2025] [Accepted: 03/19/2025] [Indexed: 03/26/2025]
Abstract
In recent years, automated insulin delivery (AID) systems have transformed diabetes care with demonstrated benefits in glucose control, hypoglycemia risk, and psychosocial outcomes. Given that different systems show peculiarities in terms of components, approved indications of use, type of algorithm, modifiable settings, and additional features, with this expert paper, we aim to provide healthcare professionals with device-specific recommendations for the optimization of insulin therapy and diabetes self-management with the five commercial AID systems most commonly used in Italy. In detail, we provide educational tips and suggestions for adjustment of insulin dosing parameters to address specific glucose patterns as depicted by continuous glucose monitoring data and effectively manage physical activity or exercise.
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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
- Department of Biomedical and Clinical Sciences, University of Milano, 20157 Milan, Italy; IRCCS Ospedale Galeazzi-Sant'Ambrogio, 20157 Milan, Italy
| | - Roberta Assaloni
- Diabetes Unit ASS2 Bassa-Friulana Isontina, 34074 Monfalcone, Italy
| | - Roberto Franceschi
- Pediatric Diabetology Unit, S.Chiara Hospital of Trento 38122 Trento, Italy
| | - Valeria Grancini
- Endocrinology Unit, Fondazione IRCCS Ca' Granda - Ospedale Maggiore Policlinico Milano, 20122 Milan, Italy
| | - Vincenzo Guardasole
- Department of Translational Medical Sciences, University Federico II, 80138 Naples, Italy
| | - Andrea Enzo Scaramuzza
- Division of Pediatrics, Pediatric Diabetes, Endocrinology and Nutrition, Azienda Socio Sanitaria Territoriale (ASST) Cremona 26100 Cremona, Italy.
| | | | - Maddalena Trombetta
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University Hospital of Verona, Verona, Italy
| | - Angela Zanfardino
- Department of Woman, Child and General and Specialistic Surgery, Regional Center of Pediatric Diabetes, University of Campania 'L. Vanvitelli', 80133 Naples, Italy
| | - Riccardo Candido
- Department of Medical, Surgical and Health Sciences, University of Trieste 34128 Trieste, Italy; Struttura Complessa "Patologie Diabetiche", Azienda Sanitaria Universitaria Giuliano Isontina, 34128 Trieste, Italy
| | - Angelo Avogaro
- Department of Medicine, Unit of Metabolic Disease, University of Padua 35128 Padua, Italy
| | - Valentino Cherubini
- Department of Women's and Children's Health, G. Salesi Hospital, 60123 Ancona, Italy
| | - Concetta Irace
- Department of Health Science, University Magna Græcia, 88100 Catanzaro, Italy
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3
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Nitschke MJ, Hemmingsen MH, Nørgaard HH, Robak KA, Nørrevang P, Andersen MM, Dejgaard TF, Pedersen-Bjergaard U, Kristensen PL. The Effect of Transition From Multiple Daily Injection Therapy to Automated Insulin Delivery in People With Type 1 Diabetes and Limited Diabetes Self-Management. J Diabetes Sci Technol 2025; 19:857-858. [PMID: 39862064 PMCID: PMC11760064 DOI: 10.1177/19322968251315184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/27/2025]
Affiliation(s)
- Mette J. Nitschke
- Department of Endocrinology and Nephrology, Copenhagen University Hospital—North Zealand, Hillerød, Denmark
| | - Maria H. Hemmingsen
- Department of Endocrinology and Nephrology, Copenhagen University Hospital—North Zealand, Hillerød, Denmark
| | - Hanne H. Nørgaard
- Department of Endocrinology and Nephrology, Copenhagen University Hospital—North Zealand, Hillerød, Denmark
| | - Kristina A. Robak
- Department of Endocrinology and Nephrology, Copenhagen University Hospital—North Zealand, Hillerød, Denmark
| | - Pia Nørrevang
- Department of Endocrinology and Nephrology, Copenhagen University Hospital—North Zealand, Hillerød, Denmark
| | - Merete M. Andersen
- Department of Endocrinology and Nephrology, Copenhagen University Hospital—North Zealand, Hillerød, Denmark
| | - Thomas F. Dejgaard
- Department of Endocrinology and Nephrology, Copenhagen University Hospital—North Zealand, Hillerød, Denmark
- Center for Clinical Metabolic Research, Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Ulrik Pedersen-Bjergaard
- Department of Endocrinology and Nephrology, Copenhagen University Hospital—North Zealand, Hillerød, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Peter L. Kristensen
- Department of Endocrinology and Nephrology, Copenhagen University Hospital—North Zealand, Hillerød, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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4
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Fan W, Deng C, Zhou Z, Li X. Efficacy and Safety of Automated Insulin Delivery Systems in Patients with Type 1 Diabetes Mellitus: A Systematic Review and Meta-Analysis (Diabetes Metab J 2025;49:235-51). Diabetes Metab J 2025; 49:520-521. [PMID: 40367992 PMCID: PMC12086564 DOI: 10.4093/dmj.2025.0282] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/16/2025] Open
Affiliation(s)
- Wenqi Fan
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Chao Deng
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Zhiguang Zhou
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Xia Li
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, and Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
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5
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De Meulemeester J, Keymeulen B, De Block C, Van Huffel L, Taes Y, Ballaux D, Spincemaille K, Lapauw B, Vanhaverbeke G, Lowyck I, Vercammen C, Colin IM, Preumont V, Charleer S, Fieuws S, Mathieu C, Gillard P. One-year real-world benefits of Tandem Control-IQ technology on glucose management and person-reported outcomes in adults with type 1 diabetes: a prospective observational cohort study. Diabetologia 2025; 68:948-960. [PMID: 39934368 DOI: 10.1007/s00125-025-06366-x] [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: 12/02/2024] [Accepted: 12/19/2024] [Indexed: 02/13/2025]
Abstract
AIMS/HYPOTHESIS This multicentre prospective observational cohort study aimed to evaluate real-world changes in glycaemic and person-reported outcomes after 1 year's use of Control-IQ technology in adults with type 1 diabetes. METHODS Adults who started with Control-IQ between December 2021 and December 2022 were consecutively recruited in 13 Belgian diabetes centres. Data were collected at start and after 4, 8 and 12 months. The primary endpoint was the evolution of time in range (TIR; glucose levels of 3.9-10.0 mmol/l). Data are reported as mean ± SD or least-squares mean (95% CI). RESULTS A total of 473 adults were included, with a mean age of 38.5 ± 13.1 years and of whom 57.3% were female. TIR increased from 58.8% (95% CI 56.7, 60.9) at start to 70.9% (69.1, 72.8) at 12 months (p<0.001). HbA1c decreased from 57.3 mmol/mol (56.1, 58.5) (7.4% [7.3, 7.5]) to 49.5 mmol/mol (48.5, 50.6) (6.7% [6.6, 6.8]) and time <3.9 mmol/l from 4.2% (3.9, 4.6) to 1.9% (1.8, 2.1) (all p<0.001). Participants scored better on the Hypoglycaemia Fear Survey version 2 worry (22.5 [21.3, 23.7] vs 18.1 points [17.0, 19.3]), the Problem Areas in Diabetes - Short Form (7.2 [6.7, 7.8] vs 6.1 points [5.5, 6.7]), and the Diabetes Treatment Satisfaction Questionnaire status (25.5 [24.8, 26.2] vs 31.0 points [30.4, 31.6]) (all p<0.001). The number of self-reported severe hypoglycaemia events (37.5 [21.3, 65.9] vs 15.7 [9.7, 25.3] events per 100 person-years, p=0.002) and work absenteeism days (116.3 [42.8, 315.5] vs 69.3 [25.4, 189.2] days per 100 person-years, p=0.034) decreased. CONCLUSIONS/INTERPRETATION One-year use of Control-IQ was associated with better glucose management, improved diabetes-related quality of life, more treatment satisfaction, less severe hypoglycaemia and less work absenteeism in adults with type 1 diabetes. TRIAL REGISTRATION ClinicalTrials.gov NCT04414280.
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Affiliation(s)
| | - Bart Keymeulen
- Department of Diabetology and Endocrinology, University Hospital Brussels - Vrije Universiteit Brussel, Jette, Belgium
| | - Christophe De Block
- Department of Endocrinology, Diabetology & Metabolism, University Hospital Antwerp - University of Antwerp, Edegem, Belgium
| | - Liesbeth Van Huffel
- Department of Endocrinology, Onze-Lieve-Vrouw Hospital Aalst, Aalst, Belgium
| | - Youri Taes
- Department of Endocrinology, AZ Sint-Jan Brugge, Brugge, Belgium
| | | | | | - Bruno Lapauw
- Department of Endocrinology, Ghent University Hospital, Ghent, Belgium
| | | | - Ine Lowyck
- Department of Endocrinology, Hospital Oost-Limburg, Genk, Belgium
| | - Chris Vercammen
- Department of Endocrinology, Imelda Hospital Bonheiden, Bonheiden, Belgium
| | - Ides M Colin
- Service d'Endocrino-Diabétologie, CHU HELORA sites Constantinople/Warquignies, Mons, Belgium
| | - Vanessa Preumont
- Department of Endocrinology, Cliniques Universitaires St Luc, Brussel, Belgium
| | - Sara Charleer
- Department of Endocrinology, University Hospitals Leuven - KU Leuven, Leuven, Belgium
| | - Steffen Fieuws
- Interuniversity Institute for Biostatistics and Statistical Bioinformatics, University of Leuven and University of Hasselt, Leuven, Belgium
| | - Chantal Mathieu
- Department of Endocrinology, University Hospitals Leuven - KU Leuven, Leuven, Belgium
| | - Pieter Gillard
- Department of Endocrinology, University Hospitals Leuven - KU Leuven, Leuven, Belgium.
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6
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Khodabandehloo P, Fakembe P, Senga J, Shulman R, Lipscombe LL, Witteman HO, Banerjee A, Presseau J, Nakhla M, Dogba MJ, Lovblom LE, Rabasa-Lhoret R, Brazeau AS, Najam A, Cheema W, MacGibbon C, Weisman A. Social disadvantage and technology use among adults with type 1 diabetes in Quebec: A cross-sectional study using data from the Canadian T1D (BETTER) Registry. Diabetes Obes Metab 2025. [PMID: 40302106 DOI: 10.1111/dom.16426] [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] [Received: 01/20/2025] [Revised: 04/04/2025] [Accepted: 04/16/2025] [Indexed: 05/01/2025]
Abstract
AIMS We evaluated associations between social disadvantage and insulin pump and continuous glucose monitor (CGM) use among adults with type 1 diabetes (T1D) in Quebec, Canada, where public funding is available for CGM but not for insulin pumps. MATERIALS AND METHODS We conducted a cross-sectional analysis using self-reported survey data collected from April 2019 to October 2023. Primary exposures were social disadvantage indicators (Race, income, education, employment, insurance, immigration, rural/urban location). Primary outcomes were insulin pump and CGM use. Logistic regression was used to assess associations between social disadvantage indicators and the odds of insulin pump and CGM use. RESULTS Among 2380 adults with T1D, 37.4% used insulin pumps and 82.5% used CGM. Insulin pump use was lower among those with income <$80 000 (odds ratio [OR] 0.64 [95% confidence interval 0.50-0.82]), no post-secondary education (OR 0.62 [0.46-0.85]), non-White Race (OR 0.47 [0.30-0.73]) and public insurance (OR 0.47 [0.35-0.62]). CGM use was lower only among those with income <$80 000 (OR 0.61 [0.45-0.83]) and public insurance (OR 0.61 [0.45-0.83]). Odds of insulin pump and CGM use were successively lower with an increasing number of social disadvantage indicators. Insulin pump and CGM use were both associated with lower HbA1c but not severe hypoglycaemia or diabetes hospitalisation. CONCLUSIONS Social disadvantage is associated with lower uptake of insulin pumps and CGM among Quebec adults with T1D, though public funding partially mitigates disparities in CGM use. Given the benefits and increasing recommendations for automated insulin delivery, strategies to increase the uptake of diabetes technologies among socially disadvantaged individuals are required. PLAIN LANGUAGE SUMMARY Social disadvantage is linked to lower use of insulin pumps and CGM in adults with T1D in Quebec. Public funding narrows CGM disparities, but broader equity strategies are needed.
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Affiliation(s)
- Parisa Khodabandehloo
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Patience Fakembe
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Joyeuse Senga
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
| | - Rayzel Shulman
- Division of Endocrinology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Lorraine L Lipscombe
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- IHPME, University of Toronto, Toronto, Ontario, Canada
- Women's College Research Institute, Toronto, Ontario, Canada
| | - Holly O Witteman
- Department of Family and Emergency Medicine, Faculty of Medicine, Laval University, Quebec City, Quebec, Canada
- VITAM Research Centre for Sustainable Health, Quebec City, Quebec, Canada
- Research Centre of the Quebec City Academic Medical Centre (CHU de Québec), Quebec City, Quebec, Canada
| | - Ananya Banerjee
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
- Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada
| | - Justin Presseau
- Methodological and Implementation Research, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- School of Epidemiology and Public Health, University of Ottawa, Ottawa, Ontario, Canada
| | - Meranda Nakhla
- Department of Pediatrics, Division of Endocrinology, McGill University Health Centre, Montreal, Quebec, Canada
- Centre for Outcomes Research and Evaluation, Research Institute, McGill University Health Centre, Montreal, Quebec, Canada
| | - Maman Joyce Dogba
- Department of Family and Emergency Medicine, Faculty of Medicine, Laval University, Quebec City, Quebec, Canada
- Université Laval Research Center on Care and Front-Line Services - Pavillon Landry-Poulin, Quebec City, Quebec, Canada
| | - Leif Erik Lovblom
- IHPME, University of Toronto, Toronto, Ontario, Canada
- Biostatistics Department, University Health Network, Toronto, Ontario, Canada
| | - Rémi Rabasa-Lhoret
- Montreal Institute for Clinical Research (IRCM), Montreal, Quebec, Canada
- Department of Nutrition, Faculty of Medicine, Université de Montréal, Montreal, Quebec, Canada
- Endocrinology Division, Montreal University Center Hospital (CHUM), Montreal, Quebec, Canada
| | - Anne-Sophie Brazeau
- Faculty of Agricultural and Environmental Sciences, School of Human Nutrition, McGill University, Montreal, Quebec, Canada
| | - Adhiyat Najam
- Patient Partner - Person With Lived Type 1 Diabetes Experience, Toronto, Ontario, Canada
| | - Wajeeha Cheema
- Patient Partner - Person With Lived Type 1 Diabetes Experience, Toronto, Ontario, Canada
| | - Christine MacGibbon
- Patient Partner - Person With Lived Type 1 Diabetes Experience, Toronto, Ontario, Canada
| | - Alanna Weisman
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- IHPME, University of Toronto, Toronto, Ontario, Canada
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7
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Graf S, Hofer G, Hirschmann R, Lehmann R, Cavelti-Weder C. Real-world evidence supporting the use of advanced hybrid closed loop in poorly controlled type 1 diabetes patients. Diabetes Res Clin Pract 2025; 222:112035. [PMID: 39929337 DOI: 10.1016/j.diabres.2025.112035] [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: 12/15/2024] [Revised: 01/22/2025] [Accepted: 02/03/2025] [Indexed: 03/30/2025]
Abstract
BACKGROUND The advanced hybrid closed loop (a-HCL) algorithm includes automated basal and correction bolus insulin with customizable glucose targets. This study aimed to evaluate the effectiveness of a-HCL compared to predictive low glucose suspension (PLGS) and standard hybrid closed-loop (s-HCL) systems and to identify patient populations experiencing the greatest glycemic improvement after transitioning to a-HCL. METHODS This retrospective study included type 1 diabetes patients at the University Hospital Zurich, Switzerland, who transitioned from PLGS or s-HCL to a-HCL between January 2020 and December 2021. Glycemic metrics, including HbA1c, time in range (TIR), time above range (TAR), time below range (TBR), sensor glucose (SG), and coefficient of variation (CV), were analyzed pre-and post-a-HCL implementation, considering clinical parameters influencing outcomes. RESULTS Among 71 patients, a-HCL implementation significantly reduced in HbA1c (7.2 ± 0.9 % to 6.8 ± 0.5 %, p < 0.001), SG (8.8 ± 1.4 mmol/L to 7.8 ± 0.8 mmol/L, p < 0.001), TAR (26.3 % to 17.3 %, p < 0.001) and increased TIR (68.5 % to 79.8 %, p < 0.001). TBR and CV showed no significant changes. Improvements were most pronounced in patients with higher baseline HbA1c, SG, CV and lower TIR, all indicators of poor glycemic control, and a BMI > 30 kg/m2. CONCLUSIONS Our findings support a-HCL utilization across all patients, particularly in poorly controlled type 1 diabetes patients.
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Affiliation(s)
- Sophie Graf
- Department of Endocrinology Diabetology and Clinical Nutrition University Hospital Zurich (USZ) and University of Zurich (UZH) Zurich Switzerland
| | - Giulia Hofer
- Department of Endocrinology Diabetology and Clinical Nutrition University Hospital Zurich (USZ) and University of Zurich (UZH) Zurich Switzerland
| | - Ruth Hirschmann
- Department of Endocrinology Diabetology and Clinical Nutrition University Hospital Zurich (USZ) and University of Zurich (UZH) Zurich Switzerland
| | - Roger Lehmann
- Department of Endocrinology Diabetology and Clinical Nutrition University Hospital Zurich (USZ) and University of Zurich (UZH) Zurich Switzerland
| | - Claudia Cavelti-Weder
- Department of Endocrinology Diabetology and Clinical Nutrition University Hospital Zurich (USZ) and University of Zurich (UZH) Zurich Switzerland.
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8
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Dao GM, Kowalski GM, Bruce CR, O'Neal DN, Smart CE, Zaharieva DP, Hennessy DT, Zhao S, Morrison DJ. The Glycemic Impact of Protein Ingestion in People With Type 1 Diabetes. Diabetes Care 2025; 48:509-518. [PMID: 39951019 DOI: 10.2337/dci24-0096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2024] [Accepted: 01/07/2025] [Indexed: 03/23/2025]
Abstract
In individuals with type 1 diabetes, carbohydrate is commonly recognized as the primary macronutrient influencing postprandial glucose levels. Accumulating evidence indicates that protein ingestion also contributes to the increment in postprandial glucose levels, despite endocrine and metabolic responses different from those with carbohydrate ingestion. However, findings regarding protein ingestion's glycemic effect in people with type 1 diabetes are equivocal, with the magnitude of glycemic response seemingly dependent on the rate of absorption and composition of protein ingested. Therefore, the aim of this article is to outline the physiological mechanisms by which ingested protein influences blood glucose regulation in individuals with type 1 diabetes and provide clinical implications on use of dietary protein in the context of glycemic management. Specifically, protein ingestion raises plasma amino acid levels, which directly or indirectly (via gut hormones) stimulates glucagon secretion. Together with the increase in gluconeogenic precursors and an absent endogenous insulin response in individuals with type 1 diabetes, this provides a synergistic physiological environment for increased endogenous glucose production and subsequently increasing circulating glucose levels for several hours. While there is a dearth of well-controlled studies in this area, we provide clinical implications and directions for future research regarding the potential for using ingestion of fast-absorbing protein (such as whey protein) as a tool to prevent and mitigate overnight- and exercise-induced hypoglycemia in people with type 1 diabetes.
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Affiliation(s)
- Giang M Dao
- Institute for Physical Activity and Nutrition, School of Medicine, Deakin University, Geelong, Victoria, Australia
| | - Greg M Kowalski
- Institute for Physical Activity and Nutrition, School of Medicine, Deakin University, Geelong, Victoria, Australia
| | - Clinton R Bruce
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Geelong, Victoria, Australia
| | - David N O'Neal
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Carmel E Smart
- Department of Pediatrics Diabetes and Endocrinology, John Hunter Children's Hospital, Newcastle, New South Wales, Australia
| | - Dessi P Zaharieva
- Division of Pediatric Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA
| | - Declan T Hennessy
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Geelong, Victoria, Australia
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Sam Zhao
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
| | - Dale J Morrison
- Department of Medicine, The University of Melbourne, Melbourne, Victoria, Australia
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9
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Dlugatch R, Rankin D, Evans M, Oliver N, Ng SM, Lawton J. Understanding inequities in access to diabetes technologies in children and young people with type 1 diabetes: Qualitative study of healthcare professionals' perspectives and views. Diabet Med 2025; 42:e15486. [PMID: 39611761 PMCID: PMC11929559 DOI: 10.1111/dme.15486] [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: 06/25/2024] [Revised: 09/25/2024] [Accepted: 09/30/2024] [Indexed: 11/30/2024]
Abstract
AIMS We explored healthcare professionals' perceptions and understandings of the factors and considerations underlying inequities in technology access in children and young people (CYP) with type 1 diabetes. METHODS We interviewed (n = 29) healthcare professionals working in paediatric diabetes in England recruited from (n = 15) purposively selected sites. We analysed data thematically. RESULTS Interviewees highlighted multiple, often overlapping barriers to accessing technology faced by CYP with type 1 diabetes from deprived and/or ethnic minority backgrounds. They described the impacts of deprivation on technology uptake, together with the complex social, ethnic and cultural factors that could also reinforce disparities in technology access. Interviewees further highlighted staffing shortfalls as a significant barrier to supporting CYP to use technology, especially those from under-represented groups who they perceived as requiring more staff time to be trained to use technology. While interviewees suggested that unconscious bias has become less prominent, they reported being less likely to recommend technology (especially pumps) to CYP/caregivers who they feared would not use it safely and effectively (e.g. those with low literacy levels). Interviewees also highlighted geographical variability in the technology commissioning process (a 'postcode lottery'). CONCLUSIONS Our findings suggest that without targeted interventions, technology inequities may continue to persist amongst CYP from the most and least deprived areas and from white and ethnic minority groups in the United Kingdom. Additionally, our findings suggest that closing the technology gap will require large-scale governmental and health policies aimed at fostering socioeconomic, ethnic and cultural equality alongside targeted measures to improve technology accessibility.
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Affiliation(s)
- Rachel Dlugatch
- Usher Institute, Medical SchoolUniversity of EdinburghEdinburghUK
| | - David Rankin
- Usher Institute, Medical SchoolUniversity of EdinburghEdinburghUK
| | - Mark Evans
- Institute of Metabolic Science and Department of MedicineUniversity of CambridgeCambridgeUK
| | | | - Sze May Ng
- Faculty of Health, Social Care and MedicineEdge Hill UniversityOrmskirkUK
- Department of Women's and Children's HealthUniversity of LiverpoolLiverpoolUK
- Paediatric Department, Mersey and West Lancashire Teaching HospitalsOrmskirkUK
| | - Julia Lawton
- Usher Institute, Medical SchoolUniversity of EdinburghEdinburghUK
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10
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Field C, Venkatesh KK, Buschur EO. Review of Patient Perspectives and Psychosocial Experiences With Automated Insulin Delivery in Pregnancy With Type 1 Diabetes. J Diabetes Sci Technol 2025:19322968251329288. [PMID: 40138490 PMCID: PMC11948258 DOI: 10.1177/19322968251329288] [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: 03/29/2025]
Abstract
Pregnancy adds unique medical and psychosocial complexity to the management of type 1 diabetes (TID). Automated insulin delivery (AID) use in pregnancy increasingly shows promise both in improving clinical outcomes and the patient experience for individuals living with T1D. Survey and qualitative data on psychosocial correlates of AID use in pregnancy demonstrate patient benefits compared with other glucose management strategies (such as multiple daily injections, continuous subcutaneous insulin infusion, or sensor-augmented pump therapy). Benefits include improved patient well-being, flexibility, and improved collaboration with health care provider teams. However, burdens have also been identified, including technical glitches, device maintenance, device bulk/visibility, frequent alarms, and the overwhelming quantity of available data. This review describes the lived experiences and perspectives of pregnant individuals with T1D using AID systems. Ongoing education and support for both patients and providers may help to maximize the psychosocial benefits of AID use and reduce potentially negative aspects for pregnant individuals with T1D. While AID represents a significant opportunity for optimizing glucose management for individuals with T1D, both patients and providers need to have realistic expectations based on evidence of what such systems can and cannot do.
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Affiliation(s)
- Christine Field
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, The Ohio State University, Columbus, OH, USA
| | - Kartik K. Venkatesh
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, The Ohio State University, Columbus, OH, USA
| | - Elizabeth O. Buschur
- Division of Diabetes, Endocrinology and Metabolism, Department of Internal Medicine, The Ohio State University, Columbus, OH, USA
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11
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Batir-Marin D, Ștefan CS, Boev M, Gurău G, Popa GV, Matei MN, Ursu M, Nechita A, Maftei NM. A Multidisciplinary Approach of Type 1 Diabetes: The Intersection of Technology, Immunotherapy, and Personalized Medicine. J Clin Med 2025; 14:2144. [PMID: 40217595 PMCID: PMC11989447 DOI: 10.3390/jcm14072144] [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: 03/04/2025] [Revised: 03/18/2025] [Accepted: 03/20/2025] [Indexed: 04/14/2025] Open
Abstract
Background: Type 1 diabetes (T1D) is a chronic autoimmune disorder characterized by the destruction of pancreatic β-cells, leading to absolute insulin deficiency. Despite advancements in insulin therapy and glucose monitoring, achieving optimal glycemic control remains a challenge. Emerging technologies and novel therapeutic strategies are transforming the landscape of T1D management, offering new opportunities for improved outcomes. Methods: This review synthesizes recent advancements in T1D treatment, focusing on innovations in continuous glucose monitoring (CGM), automated insulin delivery systems, smart insulin formulations, telemedicine, and artificial intelligence (AI). Additionally, we explore biomedical approaches such as stem cell therapy, gene editing, immunotherapy, gut microbiota modulation, nanomedicine-based interventions, and trace element-based therapies. Results: Advances in digital health, including CGM integration with hybrid closed-loop insulin pumps and AI-driven predictive analytics, have significantly improved real-time glucose management. AI and telemedicine have enhanced personalized diabetes care and patient engagement. Furthermore, regenerative medicine strategies, including β-cell replacement, CRISPR-based gene editing, and immunomodulatory therapies, hold potential for disease modification. Probiotics and microbiome-targeted therapies have demonstrated promising effects in maintaining metabolic homeostasis, while nanomedicine-based trace elements provide additional strategies to regulate insulin sensitivity and oxidative stress. Conclusions: The future of T1D management is shifting toward precision medicine and integrated technological solutions. While these advancements present promising therapeutic avenues, challenges such as long-term efficacy, safety, accessibility, and clinical validation must be addressed. A multidisciplinary approach, combining biomedical research, artificial intelligence, and nanotechnology, will be essential to translate these innovations into clinical practice, ultimately improving the quality of life for individuals with T1D.
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Affiliation(s)
- Denisa Batir-Marin
- Department of Pharmaceutical Sciences, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, 800008 Galati, Romania; (D.B.-M.); (N.-M.M.)
| | - Claudia Simona Ștefan
- Research Centre in the Medical-Pharmaceutical Field, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, 800008 Galati, Romania
| | - Monica Boev
- Department of Pharmaceutical Sciences, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, 800008 Galati, Romania; (D.B.-M.); (N.-M.M.)
| | - Gabriela Gurău
- Department of Morphological and Functional Sciences, Faculty of Medicine, and Pharmacy, “Dunărea de Jos” University, 800008 Galati, Romania;
- Clinic Laboratory Department, Clinical Hospital of Children Hospital “Sf. Ioan”, 800487 Galati, Romania
| | - Gabriel Valeriu Popa
- Department of Dental Medicine, Faculty of Medicine and Pharmacy Galați, “Dunărea de Jos” University, 800008 Galati, Romania; (G.V.P.); (M.N.M.)
| | - Mădălina Nicoleta Matei
- Department of Dental Medicine, Faculty of Medicine and Pharmacy Galați, “Dunărea de Jos” University, 800008 Galati, Romania; (G.V.P.); (M.N.M.)
| | - Maria Ursu
- Clinical Medical Department, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, 800008 Galati, Romania; (M.U.); (A.N.)
| | - Aurel Nechita
- Clinical Medical Department, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, 800008 Galati, Romania; (M.U.); (A.N.)
| | - Nicoleta-Maricica Maftei
- Department of Pharmaceutical Sciences, Faculty of Medicine and Pharmacy, “Dunărea de Jos” University, 800008 Galati, Romania; (D.B.-M.); (N.-M.M.)
- Clinic Laboratory Department, Clinical Hospital of Children Hospital “Sf. Ioan”, 800487 Galati, Romania
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12
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Benhalima K, Polsky S. Automated Insulin Delivery in Pregnancies Complicated by Type 1 Diabetes. J Diabetes Sci Technol 2025:19322968251323614. [PMID: 40071788 PMCID: PMC11904923 DOI: 10.1177/19322968251323614] [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: 03/15/2025]
Abstract
Automated insulin delivery (AID) systems adapt insulin delivery via a predictive algorithm integrated with continuous glucose monitoring and an insulin pump. Automated insulin delivery has become standard of care for glycemic management of people with type 1 diabetes (T1D) outside pregnancy, leading to improvements in time in range, with lower risk for hypoglycemia and improved treatment satisfaction. The use of AID facilitates optimal preconception care, thus more women of reproductive age are becoming pregnant while using AID. The effectiveness and safety in pregnant populations of using AID systems with algorithms for non-pregnant populations may be impacted by requirements for lower glucose targets and existence of increased insulin resistance during gestation. The CamAPS FX is the only AID system approved for use in pregnancy. A large randomized controlled trial (RCT) with this AID system demonstrated a 10.5% increase in time in pregnancy range (an additional 2.5 hours/day) compared with standard insulin therapy in pregnant women with T1D with a baseline glycated hemoglobin A1c (HbA1c) ≥48 mmol/mol (6.5%). A RCT of AID not approved for use in pregnancy (MiniMed 780G) has also demonstrated some benefits of AID compared with standard insulin therapy with improved time in pregnancy range overnight (24 minutes), less hypoglycemia, and improved treatment satisfaction. There is also increasing evidence that AID can be safely continued during delivery and postpartum, while maintaining glycemic goals with lower risk for hypoglycemia. More AID systems are needed with flexible glucose targets in the pregnancy range and possibly with algorithms that better adapt to changing insulin requirements. More evidence is needed on the impact of AID on maternal and neonatal outcomes. We review the current evidence on the use of AID in pregnancy and postpartum.
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Affiliation(s)
- Katrien Benhalima
- Endocrinology, University Hospital Gasthuisberg, KU Leuven, Leuven, Belgium
| | - Sarit Polsky
- Medicine and Pediatrics, Barbara Davis Center for Diabetes, Adult Clinic, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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13
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Maahs DM, Prahalad P, Šmigoc Schweiger D, Shalitin S. Diabetes Technology and Therapy in the Pediatric Age Group. Diabetes Technol Ther 2025; 27:S103-S125. [PMID: 40094501 DOI: 10.1089/dia.2025.8808.dmm] [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: 03/19/2025]
Affiliation(s)
- David M Maahs
- Department of Pediatrics, Division of Endocrinology and Diabetes, Stanford University, Stanford, CA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA
- Department of Health Research and Policy (Epidemiology), Stanford University, Stanford, CA
| | - Priya Prahalad
- Department of Pediatrics, Division of Endocrinology and Diabetes, Stanford University, Stanford, CA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA
| | - Darja Šmigoc Schweiger
- Department of Pediatric Endocrinology, Diabetes and Metabolic Diseases, University Children's Hospital, University Medical Centre Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Shlomit Shalitin
- 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
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14
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Fan W, Deng C, Xu R, Liu Z, Leslie RD, Zhou Z, Li X. Efficacy and Safety of Automated Insulin Delivery Systems in Patients with Type 1 Diabetes Mellitus: A Systematic Review and Meta-Analysis. Diabetes Metab J 2025; 49:235-251. [PMID: 39533812 PMCID: PMC11960199 DOI: 10.4093/dmj.2024.0130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Accepted: 07/24/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGRUOUND Automated insulin delivery (AID) systems studies are upsurging, half of which were published in the last 5 years. We aimed to evaluate the efficacy and safety of AID systems in patients with type 1 diabetes mellitus (T1DM). METHODS We searched PubMed, Embase, Cochrane Library, Web of Science, and ClinicalTrials.gov until August 31, 2023. Randomized clinical trials that compared AID systems with other insulin-based treatments in patients with T1DM were considered eligible. Studies characteristics and glycemic metrics was extracted by three researchers independently. RESULTS Sixty-five trials (3,623 patients) were included. The percentage of time in range (TIR) was 11.74% (95% confidence interval [CI], 9.37 to 14.12; P<0.001) higher with AID systems compared with control treatments. Patients on AID systems had more pronounced improvement of time below range when diabetes duration was more than 20 years (-1.80% vs. -0.86%, P=0.031) and baseline glycosylated hemoglobin lower than 7.5% (-1.93% vs. -0.87%, P=0.033). Dual-hormone full closed-loop systems revealed a greater improvement in TIR compared with hybrid closed-loop systems (-19.64% vs. -10.87%). Notably, glycemia risk index (GRI) (-3.74; 95% CI, -6.34 to -1.14; P<0.01) was also improved with AID therapy. CONCLUSION AID systems showed significant advantages compared to other insulin-based treatments in improving glucose control represented by TIR and GRI in patients with T1DM, with more favorable effect in euglycemia by dual-hormone full closedloop systems as well as less hypoglycemia for patients who are within target for glycemic control and have longer diabetes duration.
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Affiliation(s)
- Wenqi Fan
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, China
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Chao Deng
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, China
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Ruoyao Xu
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, China
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Zhenqi Liu
- Division of Endocrinology and Metabolism, Department of Medicine, University of Virginia Health System, Charlottesville, VA, USA
| | - Richard David Leslie
- Centre for Immunobiology, Blizard Institute, Queen Mary University of London, London, UK
| | - Zhiguang Zhou
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, China
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
| | - Xia Li
- National Clinical Research Center for Metabolic Diseases, Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education, Changsha, China
- Department of Metabolism and Endocrinology, The Second Xiangya Hospital of Central South University, Changsha, China
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15
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Azahaf S, Beunen K, Van Wilder N, Ballaux D, Vanhaverbeke G, Taes Y, Aers XP, Nobels F, Van Huffel L, Marlier J, Lee D, Cuypers J, Preumont V, Siegelaar SE, Painter RC, Laenen A, Gillard P, Mathieu C, Luyten J, Benhalima K. Cost-effectiveness of advanced hybrid closed loop therapy compared to standard insulin therapy for type 1 diabetes in pregnancy: an economic evaluation of the CRISTAL trial. EClinicalMedicine 2025; 81:103106. [PMID: 40034575 PMCID: PMC11874532 DOI: 10.1016/j.eclinm.2025.103106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 01/24/2025] [Accepted: 01/24/2025] [Indexed: 03/05/2025] Open
Abstract
Background A multicentre, randomised controlled trial (the CRISTAL trial), demonstrated the safety and efficacy of MiniMed™ 780G advanced hybrid closed loop (AHCL) therapy during pregnancy, showing improved glycaemic control overnight, less hypoglycaemia, and improved treatment satisfaction compared to standard insulin therapy (SoC, mainly open-loop insulin pump therapy). This study aimed to assess the cost-effectiveness of AHCL, which has a higher initial cost, compared to SoC in pregnant women with type 1 diabetes (T1D). Methods A decision tree model was developed to estimate the cost-effectiveness of AHCL compared to SoC in pregnant women with T1D, covering pregnancy to birth and postpartum hospital discharge (a time horizon of 28 weeks). Total costs per strategy (in 2024 euros, €) were calculated from a healthcare payer perspective. The base-case analysis derived prevalence of pregnancy complications and hospitalisations directly related to diabetes management from the CRISTAL trial. Uncertainty was analysed by exploring multiple scenarios and sensitivity analyses. Findings In the base-case analysis, the cost of using AHCL during pregnancy was estimated at €13,988.75 (95% CI: €12,240 to €16,062) compared to €14,221.33 (95% CI: €12,380 to €16,420) for SoC, indicating cost-savings of €232.57 per individual, alongside the demonstrated clinical benefits of AHCL. The primary cost driver was the AHCL device cost. This cost was offset by savings from shorter and less frequent hospital admissions (mainly due to severe hypoglycaemia and dysregulated diabetes) in the AHCL group compared to SoC. In our probabilistic sensitivity analysis, AHCL was dominant in 73% of the simulated cost-effectiveness pairs. Interpretation AHCL might be cost-saving compared to SoC for pregnant women with T1D. However, more robust data are needed to assess the potential impact of AHCL therapy on pregnancy and long-term health outcomes. Funding Diabetes Liga Research Fund and Medtronic.
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Affiliation(s)
- Salima Azahaf
- Leuven Unit for Health Technology Assessment Research, Department of Public Health & Primary Care, KU Leuven, Leuven, 3000, Belgium
| | - Kaat Beunen
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Herestraat 49, Leuven, 3000, Belgium
| | - Nancy Van Wilder
- Department of Endocrinology, University Hospital Brussels, Laarbeeklaan 101, Jette, 1090, Belgium
| | - Dominique Ballaux
- Department of Endocrinology, Vitaz Campus Sint-Niklaas Moerland, Moerlandstraat 1, Sint-Niklaas, 9100, Belgium
| | - Gerd Vanhaverbeke
- Department of Endocrinology, General Hospital Groeninge Kortrijk, President Kennedylaan 4, Kortrijk, 8500, Belgium
| | - Youri Taes
- Department of Endocrinology, General Hospital Sint-Jan Brugge, Ruddershove 10, Bruges, 8000, Belgium
| | - Xavier-Philippe Aers
- Department of Endocrinology, General Hospital Delta Campus Rumbeke, Deltalaan 1, Roeselare, 8800, Belgium
| | - Frank Nobels
- Department of Endocrinology, OLV Hospital Aalst, Moorselbaan 164, Aalst, 9300, Belgium
| | - Liesbeth Van Huffel
- Department of Endocrinology, OLV Hospital Aalst, Moorselbaan 164, Aalst, 9300, Belgium
| | - Joke Marlier
- Department of Endocrinology, Ghent University Hospital, Corneel Heymanslaan 10, Gent, 9000, Belgium
| | - Dahae Lee
- Department of Endocrinology, Imelda Hospital Bonheiden, Imeldalaan 9, Bonheiden, 2820, Belgium
| | - Joke Cuypers
- Department of Endocrinology, General Hospital Turnhout Campus Sint-Jozef, Steenweg op Merksplas 44, Turnhout, 2300, Belgium
| | - Vanessa Preumont
- Department of Endocrinology, University Hospital Saint-Luc, Avenue Hippocrate 10, Brussels, 1200, Belgium
| | - Sarah E. Siegelaar
- Department of Endocrinology and Metabolism, Amsterdam UMC Location University of Amsterdam, Meibergdreef 9, AZ Amsterdam, 1105, the Netherlands
- Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam University Medical Centres, Amsterdam, the Netherlands
| | - Rebecca C. Painter
- Department of Obstetrics & Gynecology, Amsterdam University Medical Centres, De Boelelaan, Amsterdam, the Netherlands
- Amsterdam Reproduction and Development, Amsterdam University Medical Centres, Amsterdam, the Netherlands
| | - Annouschka Laenen
- Center of Biostatics and Statistical Bioinformatics, KU Leuven, Kapucijnenvoer 35 Bloc d – Box 7001, Leuven, 3000, Belgium
| | - Pieter Gillard
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Herestraat 49, Leuven, 3000, Belgium
- Department of Endocrinology, UZ Leuven, Herestraat 49, Leuven, 3000, Belgium
| | - Chantal Mathieu
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Herestraat 49, Leuven, 3000, Belgium
- Department of Endocrinology, UZ Leuven, Herestraat 49, Leuven, 3000, Belgium
| | - Jeroen Luyten
- Leuven Unit for Health Technology Assessment Research, Department of Public Health & Primary Care, KU Leuven, Leuven, 3000, Belgium
| | - Katrien Benhalima
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Herestraat 49, Leuven, 3000, Belgium
- Department of Endocrinology, UZ Leuven, Herestraat 49, Leuven, 3000, Belgium
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16
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Tatulashvili S, Dreves B, Cosson E, Meyer L, Morello R, Joubert M. First validity testing of GluciQuizz, a French self-questionnaire evaluating carb-counting for patients with type 1 diabetes. PLoS One 2025; 20:e0318746. [PMID: 39999057 PMCID: PMC11856297 DOI: 10.1371/journal.pone.0318746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 01/20/2025] [Indexed: 02/27/2025] Open
Abstract
OBJECTIVE Carbohydrate intake remains one of the most influential factors affecting post-meal glucose levels in type 1 diabetes (T1D). To individualize and optimize patient education on carbohydrate counting, it is essential to assess their knowledge of carbohydrate counting. For this purpose, we aimed to produce and validate a questionnaire for French-speaking individuals based on the American AdultCarbQuiz questionnaire (43 items). DESIGN The translation and cross-cultural adaptation of the American questionnaire were followed by an analysis conducted by patient and diabetologist expert groups. PARTICIPANTS 190 participants living with T1D, Diabetologist expert group. MAIN OUTCOME MEASURE(S) Internal consistency and reliability were verified by administering the adapted French version of the questionnaire to 190 participants living with T1D. ANALYSIS Clinical validity was verified by examining the correlation between the questionnaire score and the time in range (TIR) of these participants. RESULTS Translation and back-translation demonstrated good consistency with the original questionnaire. Typical American food items were replaced with foods commonly consumed in France. All items were validated by both patient and diabetologist experts. After analyzing the responses of 190 participant, seven items were considered non-discriminatory and were therefore removed. Internal consistency, assessed by Cronbach's α, was high, with α = 0.785, 95 CI [0.738-0.826]. Finally, we produced a 36 item French questionnaire named GluciQuizz. TIR correlated with the GluciQuizz score (r = 0.3; p < 0.0001). CONCLUSIONS AND IMPLICATIONS This study validates a French-language self-administered questionnaire (GluciQuizz), which evaluates different domains of carbohydrate knowledge in a 15-minute quiz for people living with T1D.
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Affiliation(s)
- Sopio Tatulashvili
- AP-HP, Department of Endocrinology-Diabetology-Nutrition, Avicenne Hospital, Université Sorbonne Paris Nord, CINFO, CRNH-IDF, Bobigny, France
- Equipe De Recherche En Epidémiologie Nutritionnelle (EREN), Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, Center of Research in Epidemiology and StatisticS (CRESS), Bobigny, France
| | - Bleuenn Dreves
- Diabetes Care Unit, CHU Caen, France
- UNICAEN, Caen, France
| | - Emmanuel Cosson
- AP-HP, Department of Endocrinology-Diabetology-Nutrition, Avicenne Hospital, Université Sorbonne Paris Nord, CINFO, CRNH-IDF, Bobigny, France
- Equipe De Recherche En Epidémiologie Nutritionnelle (EREN), Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, Center of Research in Epidemiology and StatisticS (CRESS), Bobigny, France
| | | | - Remy Morello
- Unité De Biostatistique Et De Recherche Clinique, CHU Caen, France
- UNICAEN, Caen, France
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17
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Fang Y, Liu W, Cai X, Zhu Y, Zhang M, Gong S, Wang X, Lin C, Zhang R, Yin S, Li J, Huo Y, Hu X, Xie X, Ji L. Metabolic syndrome in type 1 diabetes: higher time above range and glycemic variability revealed by continuous glucose monitoring (CGM). Diabetol Metab Syndr 2025; 17:49. [PMID: 39920815 PMCID: PMC11806569 DOI: 10.1186/s13098-025-01602-1] [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: 11/06/2024] [Accepted: 01/19/2025] [Indexed: 02/09/2025] Open
Abstract
AIMS To investigate the glucose profile of Chinese individuals with type 1 diabetes (T1D) who also have metabolic syndrome. MATERIALS AND METHODS Type 1 diabetes participants from Peking University People's Hospital were recruited from Jan 2017 to Jan 2024. The diagnosis of metabolic syndrome was developed based on the updated National Cholesterol Education Program Adult Treatment Panel III (NCEP-ATPIII) criteria. Demographic data, anthropometric measurements, clinical information and continuous glucose monitoring (CGM) data were collected and compared between participants with metabolic syndrome and those without. RESULTS The median age of the participants was 50.0 years (IQR 35.0-63.3), and the median duration was 10.0 years (IQR 2.0-17.0). Compared to those without metabolic syndrome, participants with metabolic syndrome were older (63.0 years, IQR 41.0-69.0 vs. 48.5 years, IQR 35.0-60.0; P < 0.001) and had a longer duration (13.0 years, IQR 5.0-22.0 vs. 9.0 years, IQR 2.0-15.0; P = 0.011). The comparison of CGM metrics suggested significantly higher time above range (TAR, 48.9%, IQR 35.3-59.5 vs. 32.8%, IQR 16.1-47.6; P < 0.001), standard deviation (SD, 3.6 ± 0.9 mmol/L vs. 3.2 ± 1.0 mmol/L; P = 0.022) and interquartile range (IQR, 4.2 mmol/L, IQR 3.2-4.8 vs. 3.7 mmol/L, IQR 3.0-4.5; P = 0.046) in those with metabolic syndrome. And the Logistic regression analysis showed that TAR (OR 1.53, 95% CI 1.02-2.23, per 20% increase), SD ( OR 1.75, 95% CI 1.07-2.84, P = 0.025) and IQR (OR 1.50, 95% CI 1.03-2.19, P = 0.036) were positively associated with metabolic syndrome after adjusting for age, sex, diabetes duration, BMI and complication status. CONCLUSIONS Our findings suggested that in T1D participants, metabolic syndrome was associated with higher glucose level and glycemic variability. Personalized diabetes education including optimal meal planning and sufficient physical activity should be emphasized to improve glycemic control in T1D with metabolic syndrome.
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Affiliation(s)
- Yayu Fang
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Wei Liu
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Xiaoling Cai
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China.
| | - Yu Zhu
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Mingxia Zhang
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Siqian Gong
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Xiangqing Wang
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Chu Lin
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Rui Zhang
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Sai Yin
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Juan Li
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Yongran Huo
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Xiaodan Hu
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Xiaoqi Xie
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China
| | - Linong Ji
- Department of Endocrinology and Metabolism, Peking University People's Hospital, No. 11, Xizhimen Nan Da Jie, Xicheng District, Beijing, 100044, PR China.
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Tomic D, Harding JL, Jenkins AJ, Shaw JE, Magliano DJ. The epidemiology of type 1 diabetes mellitus in older adults. Nat Rev Endocrinol 2025; 21:92-104. [PMID: 39448829 DOI: 10.1038/s41574-024-01046-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/26/2024] [Indexed: 10/26/2024]
Abstract
Although type 1 diabetes mellitus (T1DM) is traditionally viewed as a youth-onset disorder, the number of older adults being diagnosed with this disease is growing. Improvements in the average life expectancy of people with T1DM have also contributed to the growing number of older people living with this disease. We summarize the evidence regarding the epidemiology (incidence, prevalence and excess mortality) of T1DM in older adults (ages ≥60 years) as well as the genetics, immunology and diagnostic challenges. Several studies report an incidence peak of T1DM in older adults of a similar size to or exceeding that in children, and population prevalence generally increases with increasing age. Glutamic acid decarboxylase antibody positivity is frequently observed in adult-onset T1DM. Guidelines for differentiating T1DM from type 2 diabetes mellitus in older adults recommend measuring levels of C-peptide and autoantibodies, including glutamic acid decarboxylase antibodies. However, there is no gold standard for differentiating T1DM from type 2 diabetes mellitus in people aged 60 years and over. As such, the global variation observed in T1DM epidemiology might be in part explained by misclassification, which increases with increasing age of diabetes mellitus onset. With a growing global population of older adults with T1DM, improved genetic and immunological evidence is needed to differentiate diabetes mellitus type at older ages so that a clear epidemiological picture can emerge.
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Affiliation(s)
- Dunya Tomic
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
| | - Jessica L Harding
- Department of Surgery, Emory University School of Medicine, Atlanta, GA, USA
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA, USA
| | - Alicia J Jenkins
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
- Faculty of Medicine, Monash University, Melbourne, Victoria, Australia
- Baker Department of Cardiometabolic Health, Melbourne Medical School, University of Melbourne, Melbourne, Victoria, Australia
| | - Jonathan E Shaw
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
| | - Dianna J Magliano
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
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Laesser CI, Piazza C, Schorno N, Nick F, Kastrati L, Zueger T, Barnard-Kelly K, Wilinska ME, Nakas CT, Hovorka R, Herzig D, Konrad D, Bally L. Simplified meal announcement study (SMASH) using hybrid closed-loop insulin delivery in youth and young adults with type 1 diabetes: a randomised controlled two-centre crossover trial. Diabetologia 2025; 68:295-307. [PMID: 39560745 PMCID: PMC11732900 DOI: 10.1007/s00125-024-06319-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2024] [Accepted: 09/20/2024] [Indexed: 11/20/2024]
Abstract
AIMS/HYPOTHESIS The majority of hybrid closed-loop systems still require carbohydrate counting (CC) but the evidence for its justification remains limited. Here, we evaluated glucose control with simplified meal announcement (SMA) vs CC in youth and young adults with type 1 diabetes using the mylife CamAPS FX system. METHODS We conducted a two-centre, randomised crossover, non-inferiority trial in two University Hospitals in Switzerland in 46 participants (aged 12-20 years) with type 1 diabetes using multiple daily injections (n=35), sensor-augmented pump (n=4) or hybrid closed-loop (n=7) therapy before enrolment. Participants underwent two 3 month periods with the mylife CamAPS FX system (YpsoPump, Dexcom G6) to compare SMA (individualised carbohydrate meal sizes) with CC, in a randomly assigned order using computer-generated sequences. The primary endpoint was the proportion of time glucose was in target range (3.9-10.0 mmol/l) with a non-inferiority margin of 5 percentage points. Secondary endpoints were other sensor glucose and insulin metrics, usability and safety endpoints. RESULTS Forty-three participants (18 women and girls) completed the trial. In the intention-to-treat analysis, time in range (mean±SD) was 69.9±12.4% with SMA and 70.7±13.0% with CC (estimated mean difference -0.6 percentage points [95% CI -2.4, 1.1], demonstrating non-inferiority). Time <3.9 mmol/l (median [IQR] 1.8 [1.2-2.2]% vs 1.9 [1.6-2.5]%) and >10.0 mmol/l (28.2±12.6% vs 27.2±13.4%) was similar between periods. Total daily insulin dose was higher with SMA (54.0±14.7 U vs 51.7±12.1 U, p=0.037). Three participants experienced serious adverse events, none of which were intervention-related. CONCLUSIONS/INTERPRETATION Glucose control using the CamAPS FX algorithm with SMA was non-inferior to its use with CC in youth and young adults with type 1 diabetes. TRIAL REGISTRATION ClinicalTrials.gov NCT05481034. FUNDING The study was supported by the Swiss Diabetes Foundation and by a YTCR grant from the Bangerter-Rhyner Foundation and the Swiss Academy of Medical Sciences. Dexcom and Ypsomed provided product support.
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Affiliation(s)
- Céline I Laesser
- Division of Paediatric Endocrinology and Diabetology, University Children's Hospital, University of Zurich, Zurich, Switzerland
- Children's Research Centre, University Children's Hospital, University of Zurich, Zurich, Switzerland
| | - Camillo Piazza
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism UDEM, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Nina Schorno
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism UDEM, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Fabian Nick
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism UDEM, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Lum Kastrati
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism UDEM, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Institute of Social and Preventive Medicine (ISPM), University of Bern, Bern, Switzerland
- Graduate School for Health Sciences, University of Bern, Bern, Switzerland
| | - Thomas Zueger
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism UDEM, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department of Endocrinology and Metabolic Diseases, Kantonsspital Olten, Olten, Switzerland
| | | | | | - Christos T Nakas
- School of Agricultural Sciences, University of Thessaly, Laboratory of Biometry, Volos, Greece
- Department of Clinical Chemistry, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Roman Hovorka
- Institute of Metabolic Science, University of Cambridge, Cambridge, UK
| | - David Herzig
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism UDEM, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Daniel Konrad
- Division of Paediatric Endocrinology and Diabetology, University Children's Hospital, University of Zurich, Zurich, Switzerland
- Children's Research Centre, University Children's Hospital, University of Zurich, Zurich, Switzerland
| | - Lia Bally
- Department of Diabetes, Endocrinology, Nutritional Medicine and Metabolism UDEM, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland.
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20
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Fan KS, Shojaee-Moradie F, Manoli A, Baumann PM, Koehler G, Edwards V, Lee V, Mathieu C, Mader JK, Russell-Jones D. The Feasibility of an Experimental Hypobaric Simulation to Evaluate the Safety of Closed-Loop Insulin Delivery Systems in Flight-Related Atmospheric Pressure Changes. Diabetes Technol Ther 2025; 27:128-133. [PMID: 39446977 DOI: 10.1089/dia.2024.0380] [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: 10/26/2024]
Abstract
Hybrid closed-loop (HCL) systems remain underexplored within aviation, and as atmospheric pressure changes can independently affect insulin pumps and continuous glucose monitoring readings, this preliminary study assessed the feasibility of HCL safety evaluation, in both fasting and post-prandial states, by using hypobaric chamber to simulate flights. Participants with type 1 diabetes and on HCL were studied: Medtronic Guardian 4-Medtronic 780G-SmartGuard (n = 4), Dexcom G6-Omnipod DASH-Android APS (n = 1), and Dexcom G6-Ypsomed Pump-CamAPS (n = 1). Flight cabin pressures of 550 mmHg and 750 mmHg were simulated in a hypobaric chamber. Seven-hundred-50 glucose measurements were taken, with glucose levels demonstrating a stable decline to 4 mmol/L during fasting. To maintain a tight fasting and post-prandial glucose range across the different pressure settings, the HCL administered insulin as expected. While not demonstrating any apparent issues, repeating flight simulation protocol with other systems, examining longer flights, and undertaking larger, powered randomised controlled trials can confirm their safety in aviation.
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Affiliation(s)
- Ka Siu Fan
- Department of Nutritional Sciences, University of Surrey, Guildford, United Kingdom
- CEDAR Centre, Royal Surrey County Hospital, Guildford, United Kingdom
| | | | - Antonios Manoli
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Petra M Baumann
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Gerd Koehler
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | | | | | | | - Julia K Mader
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - David Russell-Jones
- Department of Nutritional Sciences, University of Surrey, Guildford, United Kingdom
- CEDAR Centre, Royal Surrey County Hospital, Guildford, United Kingdom
- Civil Aviation Authority, Crawley, United Kingdom
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21
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Aljohani RA, Altaib HN, Kofi MA. The Use of Freestyle Libre Glucose Monitoring System and Diabetes Treatment Progression in Type 2 Diabetes Mellitus: A Retrospective Cohort Study in Saudi Arabia. Cureus 2025; 17:e79705. [PMID: 40161060 PMCID: PMC11952678 DOI: 10.7759/cureus.79705] [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] [Accepted: 02/26/2025] [Indexed: 04/02/2025] Open
Abstract
Background Type 2 diabetes mellitus (T2DM) is a prevalent chronic metabolic disease in Saudi Arabia, with a prevalence rate of approximately 25%. Traditional blood glucose monitoring methods, such as finger stick tests, provide limited insights into blood glucose measurements and fluctuations contributing to clinical inertia. The advent of continuous glucose monitoring (CGM) systems, such as the FreeStyle Libre glucose monitoring system, has transformed diabetes management by offering comprehensive exposure of glucose data to healthcare providers. Objective This study aims to evaluate the impact of the FreeStyle Libre glucose monitoring system on diabetes management intensification and treatment progression provided by healthcare specialists among T2DM patients in primary healthcare settings in Riyadh, Saudi Arabia. Methods An observational, retrospective, 24-week, two-arm study was conducted at Prince Sultan Military Medical City. The study involved 188 T2DM patients who were either using standard capillary glucose monitoring or transitioned to the FreeStyle Libre system, and it was based on clinical discretion rather than randomization. The primary outcomes were to evaluate the effect of FreeStyle Libre on treatment intensification provided by healthcare providers and changes in HbA1c levels. Data analysis included descriptive statistics and hypothesis testing using R software. Results Participants using the FreeStyle Libre glucose monitoring system experienced higher rates of medication intensification, and the use of insulin correction doses, and a significant reduction in median HbA1c levels was observed at three months (9.19% vs. 9.6%, p=0.047). However, at six months, the median HbA1c further reduced to 9.07%, though the difference between groups was not statistically significant. Despite these improvements, healthcare provider visits due to hyperglycemia were higher in the FreeStyle Libre group (p<0.001). There were no significant differences in hypoglycemia-related visits between the two groups (p=0.09). Conclusion The FreeStyle Libre glucose monitoring system was associated with increased treatment intensification and a significant reduction in HbA1c at three months compared to standard glucometers. However, by six months, the reduction in HbA1c was no longer statistically significant between groups. The increased healthcare provider visits in the FreeStyle Libre group may be attributed to heightened glucose monitoring awareness rather than the true worsening of hyperglycemia. While CGM offers advantages in diabetes management, its impact on long-term glycemic control remains uncertain. Further research is needed to confirm these findings, assess patient adherence, and evaluate the long-term effectiveness of continuous glucose monitoring in diabetes care.
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Affiliation(s)
- Raed A Aljohani
- Family Medicine, Prince Sultan Military Medical City, Riyadh, SAU
| | - Hanan N Altaib
- Family Medicine, Prince Sultan Military Medical City, Riyadh, SAU
| | - Mostafa A Kofi
- Research Center, Prince Sultan Military Medical City, Riyadh, SAU
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22
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Yang Q, Hao J, Cui H, Yang Q, Sun F, Zeng B. Automated insulin delivery in pregnant women with type 1 diabetes: a systematic review and meta-analysis. Acta Diabetol 2025:10.1007/s00592-025-02454-x. [PMID: 39821308 DOI: 10.1007/s00592-025-02454-x] [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: 09/05/2024] [Accepted: 01/05/2025] [Indexed: 01/19/2025]
Abstract
AIM The outcomes of automated insulin delivery (AID) systems in pregnant women with type 1 diabetes (T1D) have not been systematically evaluated. This study aims to evaluate the efficacy and safety of AID in pregnancy. MATERIAL AND METHODS Literature searches were conducted until July 5, 2024, on Embase, PubMed, Cochrane Library, and ClinicalTrials.gov website. We included clinical trials and observational studies evaluating AID systems in T1D pregnant individuals. Time in the target range (TIR, 3.5-7.8 mmol/L) was the primary outcome. Secondary outcomes included time below range (TBR, < 3.5 mmol/L), time above range (TAR, > 7.8 mmol/L), and maternal and neonatal outcomes. RESULTS Eighteen studies (550 participants) were included. Compared with standard care, AID did not improve 24-h TIR (mean differences [MD] 3.56%, 95% CI - 0.60 to 7.72). However, the overnight TIR increased by 10.05% (95% CI 6.57 to 13.53). The association between AID and decreased TBR (MD - 0.90%, 95% CI - 1.60 to - 0.20) was found, but not with deceased TAR. Only 7 of the 17 studies achieved the goal of a 24-h TIR above 70%. Additionally, the maternal and neonatal outcomes were comparable between AID and standard care, and AID might reduce maternal weight gain (MD - 2.54 kg, 95% CI - 3.96 to - 1.11). CONCLUSIONS AID did not exhibit favourable TIR when compared to standard care. However, AID could increase overnight TIR and decrease TBR. Available evidence indicates that employing AID to meet the target of a 24-h TIR above 70% remains challenging.
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Affiliation(s)
- Qin Yang
- Department of Cardiology, Chu Hsien-I Memorial Hospital & Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China
| | - Jiayi Hao
- Department of Endocrinology, Tianjin Fifth Central Hospital, Medical School of Tianjin University, Tianjin, China
| | - Huijing Cui
- Department of Emergency, Tianjin Fifth Central Hospital (Peking University Binhai Hospital), Tianjin, 300450, China
| | - Qingqing Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Centre, Beijing, China
| | - Feng Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Centre, Beijing, China.
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China.
- Xinjiang Medical University, Xinjiang, Xinjiang Uygur Autonomous Region, China.
| | - Baoqi Zeng
- Department of Emergency, Tianjin Fifth Central Hospital (Peking University Binhai Hospital), Tianjin, 300450, China.
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Centre, Beijing, China.
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23
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Lee MY, Ritter V, Shaw B, Ferstad JO, Johari R, Scheinker D, Bishop F, Desai M, Maahs DM, Prahalad P. Addressing Disparities Using Continuous Glucose Monitors and Remote Patient Monitoring for Youth With Type 1 Diabetes. J Diabetes Sci Technol 2024:19322968241305612. [PMID: 39711469 PMCID: PMC11664559 DOI: 10.1177/19322968241305612] [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] [Indexed: 12/24/2024]
Abstract
BACKGROUND Youth with type 1 diabetes (T1D) and public insurance have lower diabetes technology use. This pilot study assessed the feasibility of a program to support continuous glucose monitor (CGM) use with remote patient monitoring (RPM) to improve glycemia for youth with established T1D and public insurance. METHODS From August 2020 to June 2023, we provided CGM with RPM support via patient portal messaging for youth with established T1D on public insurance with challenges obtaining consistent CGM supplies. We prospectively collected hemoglobin A1c (HbA1c), standard CGM metrics, and diabetes technology use over 12 months. RESULTS The cohort included 91 youths with median age at enrollment 14.7 years, duration of diabetes 4.4 years, 33% non-English speakers, and 44% Hispanic. Continuous glucose monitor data were consistently available (≥70%) in 23% of the participants. For the 64% of participants with paired HbA1c values at enrollment and study end, the median HbA1c decreased from 9.8% to 9.0% (P < .001). Insulin pump users increased from 31 to 48 and automated insulin delivery users increased from 11 to 38. CONCLUSIONS We established a program to support CGM use in youth with T1D and barriers to consistent CGM supplies, offering lessons for other clinics to address disparities with team-based, algorithm-enabled, remote T1D care. This real-world pilot and feasibility study noted challenges with low levels of protocol adherence and obtaining complete data in this cohort. Future iterations of the program should explore RPM communication methods that better align with this population's preferences to increase participant engagement.
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Affiliation(s)
- Ming Yeh Lee
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Victor Ritter
- Division of Biomedical Informatics Research, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Blake Shaw
- Division of Biomedical Informatics Research, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Johannes O. Ferstad
- Department of Management Science and Engineering, Stanford University, Stanford, CA, USA
| | - Ramesh Johari
- Department of Management Science and Engineering, Stanford University, Stanford, CA, USA
| | - David Scheinker
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Stanford University, Stanford, CA, USA
- Department of Management Science and Engineering, Stanford University, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
- Clinical Excellence Research Center, Stanford University, Stanford, CA, USA
| | - Franziska Bishop
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Stanford University, Stanford, CA, USA
| | - Manisha Desai
- Division of Biomedical Informatics Research, Department of Medicine, Stanford University, Stanford, CA, USA
| | - David M. Maahs
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Stanford University, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
- Department of Epidemiology and Population Health, Stanford University, Stanford, CA, USA
| | - Priya Prahalad
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Stanford University, Stanford, CA, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA, USA
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24
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Rosenn BM, Khoury JC, Mimouni F, Ehrlich S, Miodovnik M. Hypoglycemia in Pregnant Women with Type 1 Diabetes: Is It Inevitable? Am J Perinatol 2024. [PMID: 39603246 DOI: 10.1055/a-2442-7305] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
The human body has abundant mechanisms to counteract hypoglycemia and prevent neuroglycopenia primarily involving the secretion of glucagon and adrenalin. Within several years from the onset of diabetes, people with type 1 diabetes lose their ability to mount a counterregulatory response to hypoglycemia and develop hypoglycemia unawareness, thus being at risk for deteriorating to a state of severe hypoglycemia and neuroglycopenia. Pregnant individuals with type 1 diabetes are particularly prone to experience severe hypoglycemia during the first half of pregnancy. This may be not only due to the institution of strict glycemic control and the nausea and vomiting prevalent during the early months of pregnancy, but also because the counterregulatory responses are further diminished during pregnancy. Severe hypoglycemia during early pregnancy does not appear to increase the risks of spontaneous abortion or congenital fetal malformations, but the potential long-term effects on the fetus are unknown. Recent technological advances have contributed to improved glycemic control and time in range as well as decreased risk of hypoglycemia in people with diabetes. These advances include treatment with insulin analogs, use of continuous glucose monitors, and closed-loop systems for administration of insulin. Limited studies have demonstrated that pregnant individuals with type 1 diabetes may also benefit from these modalities. While ongoing research continues to explore the adjustment of closed-loop systems for optimal use during pregnancy, more effort is needed to explore the optimal use of these modalities in pregnancy. KEY POINTS: · People with type 1 diabetes have diminished counterregulatory responses to hypoglycemia and frequently develop hypoglycemia unawareness.. · Pregnant individuals with type 1 diabetes are at increased risk for severe hypoglycemia particularly during the first half of pregnancy.. · Use of insulin analogs and newer technologies for insulin administration may lower the risk of hypoglycemia in pregnant individuals with type 1 diabetes..
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Affiliation(s)
- Barak M Rosenn
- Department of Obstetrics, Gynecology, and Reproductive Health, Rutgers New Jersey Medical School, Jersey City Medical Center, Jersey City, New Jersey
| | - Jane C Khoury
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
- Division of Endocrinology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Francis Mimouni
- Department of Pediatrics and Research Institute, Leumit Health Services, and the Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Shelley Ehrlich
- Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, Ohio
- Department of Environmental and Public Health Sciences, University of Cincinnati, College of Medicine, Cincinnati, Ohio
| | - Menachem Miodovnik
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Inova Health System, Fairfax, Virginia
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25
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Degen I, Robson Brown K, Reeve HWJ, Abdallah ZS. Beyond Expected Patterns in Insulin Needs of People With Type 1 Diabetes: Temporal Analysis of Automated Insulin Delivery Data. JMIRX MED 2024; 5:e44384. [PMID: 39654139 PMCID: PMC11612581 DOI: 10.2196/44384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 09/12/2024] [Accepted: 09/16/2024] [Indexed: 12/13/2024]
Abstract
Background Type 1 diabetes (T1D) is a chronic condition in which the body produces too little insulin, a hormone needed to regulate blood glucose. Various factors such as carbohydrates, exercise, and hormones impact insulin needs. Beyond carbohydrates, most factors remain underexplored. Regulating insulin is a complex control task that can go wrong and cause blood glucose levels to fall outside a range that protects people from adverse health effects. Automated insulin delivery (AID) has been shown to maintain blood glucose levels within a narrow range. Beyond clinical outcomes, data from AID systems are little researched; such systems can provide data-driven insights to improve the understanding and treatment of T1D. Objective The aim is to discover unexpected temporal patterns in insulin needs and to analyze how frequently these occur. Unexpected patterns are situations where increased insulin does not result in lower glucose or where increased carbohydrate intake does not raise glucose levels. Such situations suggest that factors beyond carbohydrates influence insulin needs. Methods We analyzed time series data on insulin on board (IOB), carbohydrates on board (COB), and interstitial glucose (IG) from 29 participants using the OpenAPS AID system. Pattern frequency in hours, days (grouped via k-means clustering), weekdays, and months were determined by comparing the 95% CI of the mean differences between temporal units. Associations between pattern frequency and demographic variables were examined. Significant differences in IOB, COB, and IG across temporal dichotomies were assessed using Mann-Whitney U tests. Effect sizes and Euclidean distances between variables were calculated. Finally, the forecastability of IOB, COB, and IG for the clustered days was analyzed using Granger causality. Results On average, 13.5 participants had unexpected patterns and 9.9 had expected patterns. The patterns were more pronounced (d>0.94) when comparing hours of the day and similar days than when comparing days of the week or months (0.3 Conclusions Our study shows that unexpected patterns in the insulin needs of people with T1D are as common as expected patterns. Unexpected patterns cannot be explained by carbohydrates alone. Our results highlight the complexity of glucose regulation and emphasize the need for personalized treatment approaches. Further research is needed to identify and quantify the factors that cause these patterns.
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Affiliation(s)
- Isabella Degen
- Interactive Artificial Intelligence Centre for Doctoral Training, School of Computer Science, Faculty of Science and Engineering, University of Bristol, 1 Cathedral Square, College Green, Bristol, BS1 5DD, United Kingdom, 44 7726100905
| | - Kate Robson Brown
- University College Dublin President's Office, College of Engineering and Architecture, University College Dublin, Dublin, Ireland
| | - Henry W J Reeve
- School of Mathematics, Faculty of Science and Engineering, University of Bristol, Bristol, United Kingdom
| | - Zahraa S Abdallah
- School of Engineering Mathematics and Technology, Faculty of Science and Engineering, University of Bristol, Bristol, United Kingdom
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26
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Benhalima K, Jendle J, Beunen K, Ringholm L. Automated Insulin Delivery for Pregnant Women With Type 1 Diabetes: Where Do We Stand? J Diabetes Sci Technol 2024; 18:1334-1345. [PMID: 38197363 PMCID: PMC11535386 DOI: 10.1177/19322968231223934] [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: 01/11/2024]
Abstract
Automated insulin delivery (AID) systems mimic an artificial pancreas via a predictive algorithm integrated with continuous glucose monitoring (CGM) and an insulin pump, thereby providing AID. Outside of pregnancy, AID has led to a paradigm shift in the management of people with type 1 diabetes (T1D), leading to improvements in glycemic control with lower risk for hypoglycemia and improved quality of life. As the use of AID in clinical practice is increasing, the number of women of reproductive age becoming pregnant while using AID is also expected to increase. The requirement for lower glucose targets than outside of pregnancy and for frequent adjustments of insulin doses during pregnancy may impact the effectiveness and safety of AID when using algorithms for non-pregnant populations with T1D. Currently, the CamAPS® FX is the only AID approved for use in pregnancy. A recent randomized controlled trial (RCT) with CamAPS® FX demonstrated a 10% increase in time in range in a pregnant population with T1D and a baseline glycated hemoglobin (HbA1c) ≥ 48 mmol/mol (6.5%). Off-label use of AID not approved for pregnancy are currently also being evaluated in ongoing RCTs. More evidence is needed on the impact of AID on maternal and neonatal outcomes. We review the current evidence on the use of AID in pregnancy and provide an overview of the completed and ongoing RCTs evaluating AID in pregnancy. In addition, we discuss the advantages and challenges of the use of current AID in pregnancy and future directions for research.
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Affiliation(s)
- Katrien Benhalima
- Department of Endocrinology, University Hospital Gasthuisberg, KU Leuven, Leuven, Belgium
| | - Johan Jendle
- Diabetes Endocrinology and Metabolism Research Centre, School of Medicine, Örebro University, Örebro, Sweden
| | - Kaat Beunen
- Department of Endocrinology, University Hospital Gasthuisberg, KU Leuven, Leuven, Belgium
| | - Lene Ringholm
- Center for Pregnant Women with Diabetes, Department of Endocrinology and Metabolism, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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27
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Soliman Y, Everett K, Shulman R, Austin PC, Lipscombe LL, Booth GL, Weisman A. Persistent disparities in insulin pump uptake despite a universal pump programme for type 1 diabetes in Ontario, Canada. Diabetes Obes Metab 2024; 26:4450-4459. [PMID: 39056219 DOI: 10.1111/dom.15799] [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: 05/24/2024] [Revised: 06/26/2024] [Accepted: 06/30/2024] [Indexed: 07/28/2024]
Abstract
AIM To evaluate associations between social disadvantage and insulin pump use among adults with type 1 diabetes (T1D) in the context of a universal publicly funded insulin pump programme in Ontario, Canada, and to ascertain whether social disparities in insulin pump programme enrolment have decreased over time. METHODS Population-based cross-sectional studies were conducted using administrative healthcare data in Ontario, Canada. First, among adults aged older than 18 years diagnosed with T1D before 31 March 2021, logistic regression was used to assess the association between neighbourhood social disadvantage (Ontario marginalization index quintiles) and insulin pump use. Second, among all paediatric and adult applicants to the insulin pump programme from 1 September 2006 to 31 March 2022, ordinal logistic regression was used to evaluate associations between year of insulin pump initiation and social disadvantage. RESULTS Among 27 453 adults with T1D, 60% used insulin pumps. Greater social disadvantage was associated with lower odds of insulin pump use (adjusted odds ratio [OR] 0.44 [95% confidence interval {CI} 0.39-0.48] for greatest vs. lowest social disadvantage quintile). Among 21 002 paediatric and adult applicants to the insulin pump programme, social disparities in pump use decreased in the first 3 years of the programme, plateaued until 2020, then increased from 2020 to 2022, with no change in the odds of being in a higher social deprivation quintile for 2022 relative to 2007 (OR 1.09 [95% CI 0.83-1.44]). CONCLUSIONS Despite a universal pump programme for individuals with T1D, disparities by social disadvantage persist. Residual financial and non-financial barriers must be addressed to promote equitable insulin pump uptake.
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Affiliation(s)
- Youstina Soliman
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | | | - Rayzel Shulman
- ICES, Toronto, Ontario, Canada
- The Hospital for Sick Children, Toronto, Ontario, Canada
- IHPME, University of Toronto, Toronto, Ontario, Canada
| | - Peter C Austin
- ICES, Toronto, Ontario, Canada
- IHPME, University of Toronto, Toronto, Ontario, Canada
| | - Lorraine L Lipscombe
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- IHPME, University of Toronto, Toronto, Ontario, Canada
- Women's College Research Institute, Toronto, Ontario, Canada
| | - Gillian L Booth
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- IHPME, University of Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute of St. Michael's Hospital, Toronto, Ontario, Canada
| | - Alanna Weisman
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
- ICES, Toronto, Ontario, Canada
- IHPME, University of Toronto, Toronto, Ontario, Canada
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, Toronto, Ontario, Canada
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Bano A, Künzler J, Wehrli F, Kastrati L, Rivero T, Llane A, Valz Gris A, Fraser AG, Stettler C, Hovorka R, Laimer M, Bally L. Clinical evidence for high-risk CE-marked medical devices for glucose management: A systematic review and meta-analysis. Diabetes Obes Metab 2024; 26:4753-4766. [PMID: 39143655 DOI: 10.1111/dom.15849] [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: 04/14/2024] [Revised: 07/12/2024] [Accepted: 07/15/2024] [Indexed: 08/16/2024]
Abstract
AIMS To conduct a systematic review and meta-analysis, within the Coordinating Research and Evidence for Medical Devices (CORE-MD) project, evaluating CE-marked high-risk devices for glucose management. MATERIALS AND METHODS We identified interventional and observational studies evaluating the efficacy and safety of eight automated insulin delivery (AID) systems, two implantable insulin pumps, and three implantable continuous glucose monitoring (CGM) devices. We meta-analysed randomized controlled trials (RCTs) comparing AID systems with other treatments. RESULTS A total of 182 studies published between 2009 and 2024 were included, comprising 166 studies on AID systems, six on insulin pumps, and 10 on CGM devices; 26% reported industry funding; 18% were pre-market; 37% had a comparator group. Of the studies identified, 29% were RCTs, 24% were non-randomized trials, and 47% were observational studies. The median (interquartile range) sample size was 48 (28-102), age 34.8 (14-44.2) years, and study duration 17.5 (12-26) weeks. AID systems lowered glycated haemoglobin by 0.5 percentage points (absolute mean difference [MD] = -0.5; 21 RCTs; I2 = 86%) and increased time in target range for sensor glucose level by 13.4 percentage points (MD = 13.4; 14 RCTs; I2 = 90%). At least one safety outcome was assessed in 71% of studies. CONCLUSIONS High-risk devices for glucose monitoring or insulin dosing, in particular AID systems, improve glucose control safely, but evidence on diabetes-related end-organ damage is lacking due to short study durations. Methodological heterogeneity highlights the need for developing standards for future pre- and post-market investigations of diabetes-specific high-risk medical devices.
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Affiliation(s)
- Arjola Bano
- Department of Diabetes, Endocrinology, Nutritional Medicine, and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
- Department of Cardiology, Inselspital, Bern University Hospital, Bern, Switzerland
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
| | - Juri Künzler
- Department of Diabetes, Endocrinology, Nutritional Medicine, and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Faina Wehrli
- Department of Diabetes, Endocrinology, Nutritional Medicine, and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Lum Kastrati
- Department of Diabetes, Endocrinology, Nutritional Medicine, and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
- Graduate School for Health Sciences, University of Bern, Bern, Switzerland
| | - Tania Rivero
- Medical Library, University Library of Bern, University of Bern, Bern, Switzerland
| | | | - Angelica Valz Gris
- Section of Hygiene, University Department of Health Sciences and Public Health, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Alan G Fraser
- Department of Cardiology, University Hospital of Wales, Cardiff, UK
| | - Christoph Stettler
- Department of Diabetes, Endocrinology, Nutritional Medicine, and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Roman Hovorka
- Wellcome Trust, MRC Institute of Metabolic Science, Addenbrooke's Hospital, Cambridge, UK
| | - Markus Laimer
- Department of Diabetes, Endocrinology, Nutritional Medicine, and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
| | - Lia Bally
- Department of Diabetes, Endocrinology, Nutritional Medicine, and Metabolism, Inselspital, Bern University Hospital and University of Bern, Bern, Switzerland
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Schoelwer MJ, DeBoer MD, Breton MD. Use of diabetes technology in children. Diabetologia 2024; 67:2075-2084. [PMID: 38995398 PMCID: PMC11457698 DOI: 10.1007/s00125-024-06218-0] [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: 03/19/2024] [Accepted: 05/23/2024] [Indexed: 07/13/2024]
Abstract
Children with type 1 diabetes and their caregivers face numerous challenges navigating the unpredictability of this complex disease. Although the burden of managing diabetes remains significant, new technology has eased some of the load and allowed children with type 1 diabetes to achieve tighter glycaemic management without fear of excess hypoglycaemia. Continuous glucose monitor use alone improves outcomes and is considered standard of care for paediatric type 1 diabetes management. Similarly, automated insulin delivery (AID) systems have proven to be safe and effective for children as young as 2 years of age. AID use improves not only blood glucose levels but also quality of life for children with type 1 diabetes and their caregivers and should be strongly considered for all youth with type 1 diabetes if available and affordable. Here, we review key data on the use of diabetes technology in the paediatric population and discuss management issues unique to children and adolescents.
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Affiliation(s)
| | - Mark D DeBoer
- Department of Pediatrics, University of Virginia, Charlottesville, VA, USA
| | - Marc D Breton
- Center for Diabetes Technology, University of Virginia, Charlottesville, VA, USA.
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30
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Yang Q, Zeng B, Hao J, Yang Q, Sun F. Real-world glycaemic outcomes of automated insulin delivery in type 1 diabetes: A meta-analysis. Diabetes Obes Metab 2024; 26:3753-3763. [PMID: 38888056 DOI: 10.1111/dom.15718] [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: 04/29/2024] [Revised: 05/24/2024] [Accepted: 05/30/2024] [Indexed: 06/20/2024]
Abstract
AIM To evaluate the real-world effectiveness of automated insulin delivery (AID) systems in patients with type 1 diabetes (T1D). MATERIALS AND METHODS PubMed, Embase, the Cochrane Library, and ClinicalTrials.gov were searched for studies published up until 2 March 2024. We included pragmatic randomized controlled trials (RCTs), cohort studies, and before-after studies that compared AID systems with conventional insulin therapy in real-world settings and reported continuous glucose monitoring outcomes. Percent time in range (TIR; 3.9-10 mmol/L), time below range (TBR; <3.9 mmol/L), time above range (TAR; >10 mmol/L), and glycated haemoglobin (HbA1c) level were extracted. Data were summarized as mean differences (MDs) with 95% confidence interval. RESULTS A total of 23 before-after studies (101 704 participants) were included in the meta-analysis. AID systems were associated with an increased percentage of TIR (11.61%, 10.47 to 12.76; p < 0.001). The favourable effect of AID systems was consistently observed when used continuously for 6 (11.76%) or 12 months (11.33%), and in both children (12.16%) and adults (11.04%). AID systems also showed favourable effects on TBR (-0.53%, -0.63 to -0.42), TAR (-9.65%, -10.63 to -8.67) and HbA1c level (-0.42%, -0.47 to -0.37) when compared with previous treatments. CONCLUSIONS Similar improvements in glycaemic parameters were observed in real-world settings in RCTs using AID systems in T1D. AID systems benefit both children and adults by increasing TIR for both short- and long-term interventions.
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Affiliation(s)
- Qin Yang
- Department of Cardiology, Chu Hsien-I Memorial Hospital & Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China
| | - Baoqi Zeng
- Medical Research Center, Peking University Binhai Hospital (Tianjin Fifth Central Hospital), Tianjin, China
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Centre, Beijing, China
- Department of Emergency, Peking University Binhai Hospital (Tianjin Fifth Central Hospital), Tianjin, China
| | - Jiayi Hao
- Medical Research Center, Peking University Binhai Hospital (Tianjin Fifth Central Hospital), Tianjin, China
| | - Qingqing Yang
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Centre, Beijing, China
| | - Feng Sun
- Department of Epidemiology and Biostatistics, School of Public Health, Peking University Health Science Centre, Beijing, China
- Key Laboratory of Epidemiology of Major Diseases (Peking University), Ministry of Education, Beijing, China
- Xinjiang Medical University, Xinjiang, China
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31
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WANG YY, YING HM, TIAN F, QIAN XL, Zhou ZF. Three months use of Hybrid Closed Loop Systems improves glycated hemoglobin levels in adolescents and children with type 1 diabetes: A meta-analysis. PLoS One 2024; 19:e0308202. [PMID: 39133688 PMCID: PMC11318905 DOI: 10.1371/journal.pone.0308202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 07/19/2024] [Indexed: 08/15/2024] Open
Abstract
BACKGROUND Longer outpatient studies have demonstrated that hybrid closed loop (HCL) use has led to a concomitant reduction in glycated hemoglobin(HbA1c) by 0.3%-0.7%. However, reports have also indicated that HbA1c levels are not declined in the long-term use of HCL. Therefore, we wonder that 3 months use of HCL could improve glycated hemoglobin levels in adolescents and children with T1D. METHODS Relevant studies were searched electronically in the Cochrane Library, PubMed, and Embase utilizing the key words "Pediatrics or Child or Adolescent", "Insulin Infusion Systems" and "Diabetes Mellitus" from inception to 17th March 2024 to evaluate the performance of HCL on HbA1c in adolescents, and children with T1D. RESULTS Nine studies involving 927 patients were identified. Three months use of HCL show a beneficial effect on HbA1c management (p <0.001) as compared to standard of care in adolescents and children with T1D, without evidence of heterogeneity between articles (I2 = 40%, p = 0.10). HCL did significantly increase the overall average percentage of hypoglycemic time between 70 and 180 mg/dL (TIR) (p <0.001; I2 = 51%). HCL did not show a beneficial effect on hypoglycemic time <70 mg/dL and <54 mg/dL (p >0.05). The overall percentage of hyperglycemic time was significantly decreased in HCL group compared to the control group when it was defined as >180 mg/dL (p <0.001; I2 = 83%), >250 mg/dL (p = 0.007, I2 = 86%) and >300 mg/dL (p = 0.005; I2 = 76%). The mean glucose level was significantly decreased by HCL (p <0.001; I2 = 58%), however, no significant difference was found in coefficient of variation of sensor glucose (p = 0.82; I2 = 71%) and daily insulin dose (p = 0.94; I2 <0.001) between the HCL group and the control group. CONCLUSIONS HCL had a beneficial effect on HbA1c management and TIR without increased hypoglycemic time as compared to standard of care in adolescents and children with T1D when therapy duration of HCL was not less than three months. TRIAL NUMBER AND REGISTRY URL CRD42022367493; https://www.crd.york.ac.uk/PROSPERO, Principal investigator: Zhen-feng Zhou, Date of registration: October 30, 2022.
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Affiliation(s)
- Yuan-yuan WANG
- Department of Endocrinology, Xixi Hospital of Hangzhou (Affiliated Hangzhou Xixi Hospital of Zhejiang Chinese Medical University), Hangzhou, Zhejiang Province, Hangzhou, China
| | - Hui-min YING
- Department of Endocrinology, Xixi Hospital of Hangzhou (Affiliated Hangzhou Xixi Hospital of Zhejiang Chinese Medical University), Hangzhou, Zhejiang Province, Hangzhou, China
| | - Fang TIAN
- Department of Endocrinology, Xixi Hospital of Hangzhou (Affiliated Hangzhou Xixi Hospital of Zhejiang Chinese Medical University), Hangzhou, Zhejiang Province, Hangzhou, China
| | - Xiao-lu QIAN
- Department of Endocrinology, Xixi Hospital of Hangzhou (Affiliated Hangzhou Xixi Hospital of Zhejiang Chinese Medical University), Hangzhou, Zhejiang Province, Hangzhou, China
| | - Zhen-feng Zhou
- Department of Anesthesiology, Hangzhou Women’s Hospital (Hangzhou Maternity and Child Health Care Hospital, Hangzhou First People’s Hospital Qianjiang New City Campus, Zhejiang Chinese Medical University), Hangzhou, China
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Rimon MTI, Hasan MW, Hassan MF, Cesmeci S. Advancements in Insulin Pumps: A Comprehensive Exploration of Insulin Pump Systems, Technologies, and Future Directions. Pharmaceutics 2024; 16:944. [PMID: 39065641 PMCID: PMC11279469 DOI: 10.3390/pharmaceutics16070944] [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: 05/19/2024] [Revised: 06/25/2024] [Accepted: 06/27/2024] [Indexed: 07/28/2024] Open
Abstract
Insulin pumps have transformed the way diabetes is managed by providing a more accurate and individualized method of delivering insulin, in contrast to conventional injection routines. This research explores the progression of insulin pumps, following their advancement from initial ideas to advanced contemporary systems. The report proceeds to categorize insulin pumps according to their delivery systems, specifically differentiating between conventional, patch, and implantable pumps. Every category is thoroughly examined, emphasizing its unique characteristics and capabilities. A comparative examination of commercially available pumps is provided to enhance informed decision making. This section provides a thorough analysis of important specifications among various brands and models. Considered factors include basal rate and bolus dosage capabilities, reservoir size, user interface, and compatibility with other diabetes care tools, such as continuous glucose monitoring (CGM) devices and so on. This review seeks to empower healthcare professionals and patients with the essential information to improve diabetes treatment via individualized pump therapy options. It provides a complete assessment of the development, categorization, and full specification comparisons of insulin pumps.
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Affiliation(s)
| | | | | | - Sevki Cesmeci
- Department of Mechanical Engineering, Georgia Southern University, Statesboro, GA 30458, USA
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Wang YY, Ying HM, Tian F, Qian XL, Zhou ZF, Zhou CC. Automated insulin delivery in children with type 1 diabetes during physical activity: a meta-analysis. J Pediatr Endocrinol Metab 2024; 37:505-515. [PMID: 38700489 DOI: 10.1515/jpem-2024-0098] [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: 02/24/2024] [Accepted: 04/18/2024] [Indexed: 05/05/2024]
Abstract
OBJECTIVES The aim of this study was to evaluate the performance of the automated insulin delivery (AID) in adolescents, and children with type 1 diabetes (T1D) during physical activity. METHODS Relevant studies were searched electronically in the Cochrane Library, PubMed, and Embase utilizing the key words "Child", "Insulin Infusion Systems", and "Diabetes Mellitus" from inception to 17th March 2024 to evaluate the performance of the AID in adolescents, and children with T1D during physical activity. RESULTS Twelve studies involving 514 patients were identified. AID did not show a beneficial effect on duration of hypoglycemia<70 mg/dL during study period (p>0.05; I2=96 %) and during the physical activity (p>0.99). Percentage of sensor glucose values in TIR was higher in AID than the non-AID pumps during study period (p<0.001; I2=94 %). The duration of hyperglycemic time was significantly decreased in AID group compared to the non-AID pumps group during study period (p<0.05; I2>50 %). CONCLUSIONS AID improved TIR and decreased the duration of hyperglycemic time, but did not appear to have a significant beneficial effect on the already low post-exercise duration of hypoglycemia achievable by open loop or sensor-augmented pumps in adolescents and children with T1D during physical activity; further research is needed to confirm the beneficial effect of AID on duration of hypoglycemia.
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Affiliation(s)
- Yuan-Yuan Wang
- Department of Endocrinology, 631689 Xixi Hospital of Hangzhou , Hangzhou, Zhejiang Province, P.R. China
| | - Hui-Min Ying
- Department of Endocrinology, 631689 Xixi Hospital of Hangzhou , Hangzhou, Zhejiang Province, P.R. China
| | - Fang Tian
- Department of Endocrinology, 631689 Xixi Hospital of Hangzhou , Hangzhou, Zhejiang Province, P.R. China
| | - Xiao-Lu Qian
- Department of Endocrinology, 631689 Xixi Hospital of Hangzhou , Hangzhou, Zhejiang Province, P.R. China
| | - Zhen-Feng Zhou
- Department of Anesthesiology, Hangzhou Women's Hospital (Hangzhou Maternity and Child Health Care Hospital, Hangzhou First People's Hospital Qianjiang New City Campus, Zhejiang Chinese Medical University), Hangzhou, P.R. China
| | - Chun-Cong Zhou
- Department of Urolithiasis and Anorectal Surgery, Ningbo No. 2 Hospital, Ningbo, Zhejiang Province, P.R. China
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Benhalima K, Beunen K, Van Wilder N, Ballaux D, Vanhaverbeke G, Taes Y, Aers XP, Nobels F, Marlier J, Lee D, Cuypers J, Preumont V, Siegelaar SE, Painter RC, Laenen A, Gillard P, Mathieu C. Comparing advanced hybrid closed loop therapy and standard insulin therapy in pregnant women with type 1 diabetes (CRISTAL): a parallel-group, open-label, randomised controlled trial. Lancet Diabetes Endocrinol 2024; 12:390-403. [PMID: 38697182 DOI: 10.1016/s2213-8587(24)00089-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 03/11/2024] [Accepted: 03/11/2024] [Indexed: 05/04/2024]
Abstract
BACKGROUND Advanced hybrid closed loop (AHCL) therapy can improve glycaemic control in pregnant women with type 1 diabetes. However, data are needed on the efficacy and safety of AHCL systems as these systems, such as the MiniMed 780G, are not currently approved for use in pregnant women. We aimed to investigate whether the MiniMed 780G can improve glycaemic control with less hypoglycaemia in pregnant women with type 1 diabetes. METHODS CRISTAL was a double-arm, parallel-group, open-label, randomised controlled trial conducted in secondary and tertiary care specialist endocrinology centres at 12 hospitals (11 in Belgium and one in the Netherlands). Pregnant women aged 18-45 years with type 1 diabetes were randomly assigned (1:1) to AHCL therapy (MiniMed 780G) or standard insulin therapy (standard of care) at a median of 10·1 (IQR 8·6-11·6) weeks of gestation. Randomisation was done centrally with minimisation dependent on baseline HbA1c, insulin administration method, and centre. Participants and study teams were not masked to group allocation. The primary outcome was proportion of time spent in the pregnancy-specific target glucose range (3·5-7·8 mmol/L), measured by continuous glucose monitoring (CGM) at 14-17 weeks, 20-23 weeks, 26-29 weeks, and 33-36 weeks. Key secondary outcomes were overnight time in target range, and time below glucose range (<3·5 mmol/L) overall and overnight. Analyses were conducted on an intention-to-treat basis. This trial is registered with ClinicalTrials.gov (NCT04520971). FINDINGS Between Jan 15, 2021 and Sept 30, 2022, 101 participants were screened, and 95 were randomly assigned to AHCL therapy (n=46) or standard insulin therapy (n=49). 43 patients assigned to AHCL therapy and 46 assigned to standard insulin therapy completed the study. At baseline, 91 (95·8%) participants used insulin pumps, and the mean HbA1c was 6·5% (SD 0·6). The mean proportion of time spent in the target range (averaged over four time periods) was 66·5% (SD 10·0) in the AHCL therapy group compared with 63·2% (12·4) in the standard insulin therapy group (adjusted mean difference 1·88 percentage points [95% CI -0·82 to 4·58], p=0·17). Overnight time in the target range was higher (adjusted mean difference 6·58 percentage points [95% CI 2·31 to 10·85], p=0·0026), and time below range overall (adjusted mean difference -1·34 percentage points [95% CI, -2·19 to -0·49], p=0·0020) and overnight (adjusted mean difference -1·86 percentage points [95% CI -2·90 to -0·81], p=0·0005) were lower with AHCL therapy than with standard insulin therapy. Participants assigned to AHCL therapy reported higher treatment satisfaction. No unanticipated safety events occurred with AHCL therapy. INTERPRETATION In pregnant women starting with tighter glycaemic control, AHCL therapy did not improve overall time in target range but improved overnight time in target range, reduced time below range, and improved treatment satisfaction. These data suggest that the MiniMed 780G can be safely used in pregnancy and provides some additional benefits compared with standard insulin therapy; however, it will be important to refine the algorithm to better align with pregnancy requirements. FUNDING Diabetes Liga Research Fund and Medtronic.
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Affiliation(s)
- Katrien Benhalima
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium; Department of Endocrinology, UZ Leuven, Leuven, Belgium.
| | - Kaat Beunen
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium
| | - Nancy Van Wilder
- Department of Endocrinology, University Hospital Brussels, Jette, Belgium
| | - Dominique Ballaux
- Department of Endocrinology, Vitaz Campus Sint-Niklaas Moerland, Sint-Niklaas, Belgium
| | - Gerd Vanhaverbeke
- Department of Endocrinology, General Hospital Groeninge Kortrijk, Kortrijk, Belgium
| | - Youri Taes
- Department of Endocrinology, General Hospital Sint-Jan Brugge, Brugge, Belgium
| | - Xavier-Philippe Aers
- Department of Endocrinology, General Hospital Delta Campus Rumbeke, Roeselare, Belgium
| | - Frank Nobels
- Department of Endocrinology, OLV Hospital Aalst, Aalst, Belgium
| | - Joke Marlier
- Department of Endocrinology, Ghent University Hospital, Gent, Belgium
| | - Dahae Lee
- Department of Endocrinology, Imelda Hospital Bonheiden, Bonheiden, Belgium
| | - Joke Cuypers
- Department of Endocrinology, General Hospital Turnhout Campus Sint-Jozef, Turnhout, Belgium
| | - Vanessa Preumont
- Department of Endocrinology, University Hospital Saint-Luc, Brussel, Belgium
| | - Sarah E Siegelaar
- Department of Endocrinologyand Metabolism, Amsterdam UMC location University of Amsterdam, Amsterdam, Netherlands; Amsterdam Gastroenterology Endocrinology and Metabolism, Amsterdam University Medical Centres, Amsterdam, Netherlands
| | - Rebecca C Painter
- Department of Obstetrics & Gynecology, Amsterdam University Medical Centres, Amsterdam, Netherlands; Amsterdam Reproduction and Development, Amsterdam University Medical Centres, Amsterdam, Netherlands
| | - Annouschka Laenen
- Center of Biostatics and Statistical bioinformatics, KU Leuven, Leuven, Belgium
| | - Pieter Gillard
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium; Department of Endocrinology, UZ Leuven, Leuven, Belgium
| | - Chantal Mathieu
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium; Department of Endocrinology, UZ Leuven, Leuven, Belgium
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Boucsein A, Zhou Y, Haszard JJ, Jefferies CA, Wiltshire EJ, Styles SE, Crocket HR, Galland BC, Pasha M, Petrovski G, Paul RG, de Bock MI, Wheeler BJ. Protocol for a prospective, multicenter, parallel-group, open-label randomized controlled trial comparing standard care with Closed lOoP In chiLdren and yOuth with Type 1 diabetes and high-risk glycemic control: the CO-PILOT trial. J Diabetes Metab Disord 2024; 23:1397-1407. [PMID: 38932805 PMCID: PMC11196497 DOI: 10.1007/s40200-024-01397-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Accepted: 02/04/2024] [Indexed: 06/28/2024]
Abstract
Purpose Advanced hybrid closed loop (AHCL) systems have the potential to improve glycemia and reduce burden for people with type 1 diabetes (T1D). Children and youth, who are at particular risk for out-of-target glycemia, may have the most to gain from AHCL. However, no randomized controlled trial (RCT) specifically targeting this age group with very high HbA1c has previously been attempted. Therefore, the CO-PILOT trial (Closed lOoP In chiLdren and yOuth with Type 1 diabetes and high-risk glycemic control) aims to evaluate the efficacy and safety of AHCL in this group. Methods A prospective, multicenter, parallel-group, open-label RCT, comparing MiniMed™ 780G AHCL to standard care (multiple daily injections or continuous subcutaneous insulin infusion). Eighty participants aged 7-25 years with T1D, a current HbA1c ≥ 8.5% (69 mmol/mol), and naïve to automated insulin delivery will be randomly allocated to AHCL or control (standard care) for 13 weeks. The primary outcome is change in HbA1c between baseline and 13 weeks. Secondary outcomes include standard continuous glucose monitor glycemic metrics, psychosocial factors, sleep, platform performance, safety, and user experience. This RCT will be followed by a continuation phase where the control arm crosses over to AHCL and all participants use AHCL for a further 39 weeks to assess longer term outcomes. Conclusion This study will evaluate the efficacy and safety of AHCL in this population and has the potential to demonstrate that AHCL is the gold standard for children and youth with T1D experiencing out-of-target glucose control and considerable diabetes burden. Trial registration This trial was prospectively registered with the Australian New Zealand Clinical Trials Registry on 14 November 2022 (ACTRN12622001454763) and the World Health Organization International Clinical Trials Registry Platform (Universal Trial Number U1111-1284-8452). Supplementary Information The online version contains supplementary material available at 10.1007/s40200-024-01397-4.
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Affiliation(s)
- Alisa Boucsein
- Department of Women’s and Children’s Health, University of Otago, Dunedin, New Zealand
| | - Yongwen Zhou
- Department of Women’s and Children’s Health, University of Otago, Dunedin, New Zealand
- Department of Endocrinology, Institute of Endocrine and Metabolic Diseases, Division of Life Sciences and Medicine, The First Affiliated Hospital of USTC, Clinical Research Hospital of Chinese Academy of Sciences (Hefei), University of Science and Technology of China (USTC), 230001 Hefei, Anhui China
| | | | - Craig A. Jefferies
- Starship Child Health, Te Whatu Ora Te Toka Tumai Auckland, Auckland, New Zealand
- Liggins Institute, Department of Paediatrics, The University of Auckland, Auckland, New Zealand
| | - Esko J. Wiltshire
- Department of Paediatrics and Child Health, University of Otago Wellington, Wellington, New Zealand
- Te Whatu Ora Capital, Coast and Hutt Valley, Wellington, New Zealand
| | - Sara E. Styles
- Department of Human Nutrition, University of Otago, Dunedin, New Zealand
| | - Hamish R. Crocket
- Te Huatakia Waiora School of Health, University of Waikato, Hamilton, New Zealand
| | - Barbara C. Galland
- Department of Women’s and Children’s Health, University of Otago, Dunedin, New Zealand
| | | | | | - Ryan G. Paul
- Te Huatakia Waiora School of Health, University of Waikato, Hamilton, New Zealand
- Waikato Regional Diabetes Service, Te Whatu Ora Waikato, Hamilton, New Zealand
| | - Martin I. de Bock
- Department of Paediatrics, University of Otago, Christchurch, New Zealand
- Te Whatu Ora Waitaha Canterbury, Christchurch, New Zealand
| | - Benjamin J. Wheeler
- Department of Women’s and Children’s Health, University of Otago, Dunedin, New Zealand
- Te Whatu Ora Southern, Dunedin, New Zealand
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Luo X, Xie J, Yang L, Cui Y. An intelligent wearable artificial pancreas patch based on a microtube glucose sensor and an ultrasonic insulin pump. Talanta 2024; 273:125879. [PMID: 38490022 DOI: 10.1016/j.talanta.2024.125879] [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: 09/17/2023] [Revised: 03/01/2024] [Accepted: 03/04/2024] [Indexed: 03/17/2024]
Abstract
In order to improve the living standards of diabetes patients and reduce the negative health effects of this disease, the medical community has been actively searching for more effective treatments. In recent years, an artificial pancreas has emerged as an important approach to managing diabetes. Despite these recent advances, meeting the requirements for miniaturized size, accurate sensing and large-volume pumping capability remains a great challenge. Here, we present a novel miniaturized artificial pancreas based on a long microtube sensor integrated with an ultrasonic pump. Our device meets the requirements of achieving both accurate sensing and high pumping capacity. The artificial pancreas is constructed based on a long microtube that is low cost, painless and simple to operate, where the exterior of the microtube is fabricated as a glucose sensor for detecting diabetes and the interior of the microtube is used as a channel for delivering insulin through an ultrasonic pump. This work successfully achieved closed-loop control of blood glucose and treatment of diabetes in rats. It is expected that this work can open up new methodologies for the development of microsystems, and advance the management approach for diabetes patients.
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Affiliation(s)
- Xiaojin Luo
- School of Materials Science and Engineering, Peking University, Beijing, 100871, PR China
| | - Jiaye Xie
- School of Materials Science and Engineering, Peking University, Beijing, 100871, PR China
| | - Li Yang
- Renal Division, Peking University First Hospital, Peking University Institute of Nephrology, Key Laboratory of Renal Disease, Ministry of Health of China, Key Laboratory of Chronic Kidney Disease Prevention and Treatment (Peking University), Ministry of Education, Beijing, 100034, PR China.
| | - Yue Cui
- School of Materials Science and Engineering, Peking University, Beijing, 100871, PR China.
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Zamponi V, Haxhi J, Pugliese G, Faggiano A, Mazzilli R. Diabetes technology and sexual health: which role? J Endocrinol Invest 2024; 47:1315-1321. [PMID: 37987916 PMCID: PMC11142995 DOI: 10.1007/s40618-023-02237-7] [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: 09/07/2023] [Accepted: 10/30/2023] [Indexed: 11/22/2023]
Abstract
PURPOSE The aim of this review is to evaluate the effects of new technology used in the management of diabetes mellitus (DM), including the use of continuous glucose monitoring (CGM) and the administration of insulin through continuous subcutaneous insulin infusion (CSII), on male and female sexual function. METHODS This narrative review was performed for all available prospective, retrospective and review articles, published up to June 2023 in PubMed. Data were extracted from the text and from the tables of the manuscript. RESULTS Sexual dysfunctions are an underestimated comorbidity of DM in both male and female. Although erectile dysfunction (ED) is recognized by the guidelines as a complication of DM, female sexual dysfunction (FSD) is poorly investigated in clinical setting. In addition to the complications of DM, the different types of therapies can also influence male and female sexual response. Furthermore, insulin therapy can be administered through multiple-daily injections (MDI) or a CSII. The new technologies in the field of DM allow better glycemic control which results in a reduction in the occurrence or aggravation of complications of DM. Despite this evidence, few data are available on the impact of new technologies on sexual dysfunctions. CONCLUSIONS The use of DM technology might affect sexual function due to the risk of a worse body image, as well as discomfort related to CSII disconnection during sexual activity. However, the use is related to an improved metabolic control, which, in the long-term associates to a reduction in all diabetes complications, including sexual function.
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Affiliation(s)
- V Zamponi
- Endocrine-Metabolic Unit, Department of Clinical and Molecular Medicine, Sapienza University of Rome, Sant' Andrea Hospital, via di Grottarossa, 1035-1039, Rome, Italy
| | - J Haxhi
- Endocrine-Metabolic Unit, Department of Clinical and Molecular Medicine, Sapienza University of Rome, Sant' Andrea Hospital, via di Grottarossa, 1035-1039, Rome, Italy
| | - G Pugliese
- Endocrine-Metabolic Unit, Department of Clinical and Molecular Medicine, Sapienza University of Rome, Sant' Andrea Hospital, via di Grottarossa, 1035-1039, Rome, Italy
| | - A Faggiano
- Endocrine-Metabolic Unit, Department of Clinical and Molecular Medicine, Sapienza University of Rome, Sant' Andrea Hospital, via di Grottarossa, 1035-1039, Rome, Italy
| | - R Mazzilli
- Endocrine-Metabolic Unit, Department of Clinical and Molecular Medicine, Sapienza University of Rome, Sant' Andrea Hospital, via di Grottarossa, 1035-1039, Rome, Italy.
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Ng SM, Wright NP, Yardley D, Campbell F, Randell T, Trevelyan N, Ghatak A, Hindmarsh PC. Long-term assessment of the NHS hybrid closed-loop real-world study on glycaemic outcomes, time-in-range, and quality of life in children and young people with type 1 diabetes. BMC Med 2024; 22:175. [PMID: 38659016 PMCID: PMC11044460 DOI: 10.1186/s12916-024-03396-x] [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: 12/07/2023] [Accepted: 04/17/2024] [Indexed: 04/26/2024] Open
Abstract
Hybrid closed-loop (HCL) systems seamlessly interface continuous glucose monitoring (CGM) with insulin pumps, employing specialised algorithms and user-initiated automated insulin delivery. This study aimed to assess the efficacy of HCLs at 12 months post-initiation on glycated haemoglobin (HbA1c), time-in-range (TIR), hypoglycaemia frequency, and quality of life measures among children and young people (CYP) with type 1 diabetes mellitus (T1DM) and their caregivers in a real-world setting. Conducted between August 1, 2021, and December 10, 2022, the prospective recruitment took place in eight paediatric diabetes centres across England under the National Health Service England's (NHSE) HCL pilot real-world study. A cohort of 251 CYP (58% males, mean age 12.3 years) with T1DM participated (89% white, 3% Asian, 4% black, 3% mixed ethnicity, and 1% other). The study utilised three HCL systems: (1) Tandem Control-IQ AP system, which uses the Tandem t:slim X2 insulin pump (Tandem Diabetes Care, San Diego, CA, USA) with the Dexcom G6® CGM (Dexcom, San Diego, CA, USA) sensor; (2) Medtronic MiniMed™ 780G with the Guardian 4 sensor (Medtronic, Northridge, CA, USA); and (3) the CamAPS FX (CamDiab, Cambridge, UK) with the Ypsomed insulin pump (Ypsomed Ltd, Escrick, UK) and Dexcom G6® CGM.All systems were fully funded by the NHS. Results demonstrated significant improvements in HbA1c (average reduction at 12 months 7 mmol/mol; P < 0.001), time-in-range (TIR) (average increase 13.4%; P < 0.001), hypoglycaemia frequency (50% reduction), hypoglycaemia fear, and quality of sleep (P < 0.001) among CYP over a 12-month period of HCL usage. Additionally, parents and carers experienced improvements in hypoglycaemia fear and quality of sleep after 6 and 12 months of use. In addition to the improvements in glycaemic management, these findings underscore the positive impact of HCL systems on both the well-being of CYP with T1DM and the individuals caring for them.
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Affiliation(s)
- Sze May Ng
- Faculty of Health, Social Care and Medicine, Edge Hill University, Ormskirk, UK.
- Department of Women's and Children's Health, University of Liverpool, Liverpool, UK.
- Paediatric Department, Mersey and West Lancashire Teaching Hospitals, Ormskirk, L39 2AZ, UK.
| | | | - Diana Yardley
- Children's Diabetes Team, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Fiona Campbell
- Children's Diabetes Centre, Leeds Children's Hospital, Leeds, UK
| | - Tabitha Randell
- Department of Paediatric Endocrinology, Nottingham Children's Hospital, Nottingham, UK
| | | | | | - Peter C Hindmarsh
- Children and Young People's Diabetes Service, University College London Hospitals NHS Foundation Trust, London, UK
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Folk S, Zappe J, Wyne K, Dungan KM. Comparative Effectiveness of Hybrid Closed-Loop Automated Insulin Delivery Systems Among Patients with Type 1 Diabetes. J Diabetes Sci Technol 2024:19322968241234948. [PMID: 38557128 PMCID: PMC11571516 DOI: 10.1177/19322968241234948] [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] [Indexed: 04/04/2024]
Abstract
BACKGROUND Clinical trials have demonstrated the efficacy and safety of hybrid closed-loop (HCL) systems, yet few studies have compared outcomes in the real-world setting. METHOD This retrospective study analyzed patients from an academic endocrinology practice between January 1, 2018, and November 18, 2022. The inclusion criteria were diagnosis code for type I diabetes (T1D), >18 years of age, new to any HCL system [Medtronic 670G/770G (MT), Tandem Control IQ (CIQ), or Omnipod 5 (OP5)], and availability of a pump download within three months. The outcomes included %time in range (TIR) of 70 to 180 mg/dL, %time below range (TBR) <70 mg/dL at 90 days, and HbA1c for 91 to 180 days. RESULT Of the 176 participants, 47 were MT, 74 CIQ, and 55 OP5. Median (25%, 75%) change in HbA1c was -0.1 (-0.8, 0.3), -0.6 (-1.1, -0.15), and -0.55 (-0.98, 0)% for MT, CIQ, and OP5, respectively, (P = .04). TIR was 70 (57, 76), 67 (59, 75), and 68 (60, 76)% (P = .95) at 90 days while TBR was 2 (1, 3), 1 (0, 2), and 1 (0, 1)%, respectively, (P = .002). The %time in automated delivery was associated with TIR and change in HbA1c. After controlling other factors including %time in automated delivery, HCL type was not an independent predictor of change in HbA1c nor TIR but remained a significant predictor of TBR. CONCLUSION There were significant reductions in HbA1c in CIQ and OP5. TIR was similar across pumps, but TBR was highest with MT. The %time in automated delivery likely explains differences in change in HbA1c but not TBR between HCL systems.
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Affiliation(s)
- Sara Folk
- The Ohio State University College of Medicine, Columbus, OH, USA
| | - Janet Zappe
- Division of Endocrinology, Diabetes and Metabolism, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Kathleen Wyne
- Division of Endocrinology, Diabetes and Metabolism, The Ohio State University College of Medicine, Columbus, OH, USA
| | - Kathleen M. Dungan
- Division of Endocrinology, Diabetes and Metabolism, The Ohio State University College of Medicine, Columbus, OH, USA
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Tatulashvili S, Dreves B, Meyer L, Cosson E, Joubert M. Carbohydrate counting knowledge and ambulatory glucose profile in persons living with type 1 diabetes. Diabetes Res Clin Pract 2024; 210:111592. [PMID: 38437987 DOI: 10.1016/j.diabres.2024.111592] [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: 10/10/2023] [Revised: 02/05/2024] [Accepted: 02/22/2024] [Indexed: 03/06/2024]
Abstract
CONTEXT The amount of consumed carbohydrates is the strongest factor influencing glucose levels during the four hours following a meal. Our aim was to evaluate the association between carbohydrate counting knowledge and continuous glucose monitoring (CGM) parameters in patients with type 1 diabetes (T1D) using different insulin regimens. METHOD In this multicenter prospective study, the GluciQuizz questionnaire was used to evaluate carbohydrate knowledge. CGM data for the 14 days preceding completion of the questionnaire were analyzed. The primary endpoint was evaluation of the correlation between the GluciQuizz total score and time in range (TIR) in the study population. RESULTS The mean age of the 170 participants was 40.7 ± 14.8 years and duration of T1D 18.8 ± 12.1 years. The mean GluciQuizz total score for all participants was 66 ± 13 %. Mean TIR was 58.6 ± 18.7 %. GluciQuizz total score positively correlated with TIR (r = 0.3001; p < 0.0001). This correlation was observed in CSII users (r = 0.2526; p < 0.05) but not in MDI (r = 0.2510; p = 0.1134) and HCL users (r = -0.1065; p = 0.4914). TIR was also negatively correlated with the mean carb count error in all study participants (r = -0.2317; p < 0.01). CONCLUSION In conclusion, as the Gluciquizz score was associated with metabolic control, this easy-to-use self-administered questionnaire could be used widely on a routine basis to assess the carbohydrate knowledge of T1D patients and to offer them targeted education tailored to their needs.
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Affiliation(s)
- Sopio Tatulashvili
- AP-HP, Department of Endocrinology-Diabetology-Nutrition, Avicenne Hospital, Université Sorbonne Paris Nord, CINFO, CRNH-IDF, Bobigny, France; Equipe de Recherche en Epidémiologie Nutritionnelle (EREN); Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, Center of Research in Epidemiology and StatisticS (CRESS), Bobigny, France
| | | | | | - Emmanuel Cosson
- AP-HP, Department of Endocrinology-Diabetology-Nutrition, Avicenne Hospital, Université Sorbonne Paris Nord, CINFO, CRNH-IDF, Bobigny, France; Equipe de Recherche en Epidémiologie Nutritionnelle (EREN); Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, Center of Research in Epidemiology and StatisticS (CRESS), Bobigny, France
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Kumar S, Sanap SN, Pandey P, Khopade A, Sawant KK. Glucagon: Delivery advancements for hypoglycemia management. Int J Pharm 2024; 652:123785. [PMID: 38224759 DOI: 10.1016/j.ijpharm.2024.123785] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 12/18/2023] [Accepted: 01/03/2024] [Indexed: 01/17/2024]
Abstract
As the 100th anniversary of glucagon's discovery approaches, we reflect on the remarkable journey of understanding its pivotal role in glucose regulation. Advancements in glucagon delivery systems for managing hypoglycemia are unfolding with promise, albeit accompanied by formulation and implementation challenges. Recent developments include non-injectable methods like BAQSIMI® (Nasal glucagon) offers a user-friendly option, but stability, bioavailability, and rapid onset remain formulation hurdles. Closed-loop systems, combining glucagon with insulin, aim to automate glucose control, demanding stable and precise formulations compatible with complex algorithms. However, achieving co-delivery harmony and effective dual-hormone responses poses substantial challenges. Ogluo® and Gvoke HypoPen® are auto-injector pens, a ready-to-use solution that can rapidly control hypoglycemia and eliminate the need for mixing powder and liquid. GlucaGen® Hypokit® and Glucagon Emergency Kits are traditional deliveries that possess complexity during administration and are still widely used in clinical practice. In addition to this advancement, we have covered the recent patents and clinical trials of glucagon delivery. The synergy of patent innovation and clinical validation offers a glimpse into the transformative potential of glucagon delivery yet underscores the intricate path toward widespread adoption and improved diabetes care. Finally, this review will help the formulation scientist, clinicians, healthcare providers, and patient to manage hypoglycemia using glucagon.
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Affiliation(s)
- Samarth Kumar
- Formulation Research & Development-Non Orals, Sun Pharmaceutical Industries Ltd, Vadodara 390020, Gujrat, India; Faculty of Pharmacy, The Maharaja Sayajirao University of Baroda, Vadodara, Gujarat, India.
| | - Sachin N Sanap
- Formulation Research & Development-Non Orals, Sun Pharmaceutical Industries Ltd, Vadodara 390020, Gujrat, India
| | - Prachi Pandey
- Krishna School of Pharmacy & Research, KPGU, Vadodara, Gujarat, India
| | - Ajay Khopade
- Formulation Research & Development-Non Orals, Sun Pharmaceutical Industries Ltd, Vadodara 390020, Gujrat, India
| | - Krutika K Sawant
- Faculty of Pharmacy, The Maharaja Sayajirao University of Baroda, Vadodara, Gujarat, India.
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Freckmann G, Schauer S, Beltzer A, Waldenmaier D, Buck S, Baumstark A, Jendrike N, Link M, Zschornack E, Haug C, Pleus S. Continuous Glucose Profiles in Healthy People With Fixed Meal Times and Under Everyday Life Conditions. J Diabetes Sci Technol 2024; 18:407-413. [PMID: 35876145 PMCID: PMC10973852 DOI: 10.1177/19322968221113341] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND The increased use of continuous glucose monitoring (CGM) and automated insulin delivery systems raises the question about therapeutic targets for glucose profiles in people with diabetes. This study aimed to assess averaged pre- and postprandial glucose profiles in people without diabetes to provide guidance for normal glucose patterns in clinical practice. For that, number and timing of meal intake were predefined. MATERIAL AND METHODS To assess glucose traces in 36 participants without diabetes (mean age = 23.7 ± 5.7 years), CGM was performed for up to 14 days, starting with a run-in phase (first 3 days, excluded from analysis) followed by 4 days with fixed meal times at 8:00 am, 1:00 pm, and 6:00 pm and the remaining 7 days spent under everyday life conditions. Data from two simultaneously worn CGM sensors were averaged and adjusted to capillary plasma-equivalent glucose values. Glucose data were evaluated through descriptive statistics. RESULTS Median glucose concentration on days with fixed meal times and under everyday life conditions was 95.0 mg/dL (91.6-99.1 mg/dL, interquartile range) and 98.1 mg/dL (93.7-100.8 mg/dL), respectively. On days with fixed meal times, mean premeal glucose was 92.8 ± 9.4 mg/dL, and mean peak postmeal glucose was 143.3 ± 23.5 mg/dL. CONCLUSIONS By defining the time of meal intake, a clear pattern of distinct postprandial glucose excursions in participants without diabetes could be demonstrated and analyzed. The presented glucose profiles might be helpful as an estimate for adequate clinical targets in people with diabetes.
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Affiliation(s)
- Guido Freckmann
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Sebastian Schauer
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Anne Beltzer
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Delia Waldenmaier
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Sina Buck
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Annette Baumstark
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Nina Jendrike
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Manuela Link
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Eva Zschornack
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Cornelia Haug
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
| | - Stefan Pleus
- Institut für Diabetes-Technologie, Forschungs- und Entwicklungsgesellschaft mbH an der Universität Ulm, Ulm, Germany
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Hölzen L, Schultes B, Meyhöfer SM, Meyhöfer S. Hypoglycemia Unawareness-A Review on Pathophysiology and Clinical Implications. Biomedicines 2024; 12:391. [PMID: 38397994 PMCID: PMC10887081 DOI: 10.3390/biomedicines12020391] [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: 01/02/2024] [Revised: 01/31/2024] [Accepted: 02/06/2024] [Indexed: 02/25/2024] Open
Abstract
Hypoglycemia is a particular problem in people with diabetes while it can also occur in other clinical circumstances. Hypoglycemia unawareness describes a condition in which autonomic and neuroglycopenic symptoms of hypoglycemia decrease and hence are hardly perceivable. A failure to recognize hypoglycemia in time can lead to unconsciousness, seizure, and even death. The risk factors include intensive glycemic control, prior episodes of severe hypoglycemia, long duration of diabetes, alcohol consumption, exercise, renal failure, and sepsis. The pathophysiological mechanisms are manifold, but mainly concern altered brain glucose sensing, cerebral adaptations, and an impaired hormonal counterregulation with an attenuated release of glucagon, epinephrine, growth hormone, and other hormones, as well as impaired autonomous and neuroglycopenic symptoms. Physiologically, this counterregulatory response causes blood glucose levels to rise. The impaired hormonal counterregulatory response to recurrent hypoglycemia can lead to a vicious cycle of frequent and poorly recognized hypoglycemic episodes. There is a shift in glycemic threshold to trigger hormonal counterregulation, resulting in hypoglycemia-associated autonomic failure and leading to the clinical syndrome of hypoglycemia unawareness. This clinical syndrome represents a particularly great challenge in diabetes treatment and, thus, prevention of hypoglycemia is crucial in diabetes management. This mini-review provides an overview of hypoglycemia and the associated severe complication of impaired hypoglycemia awareness and its symptoms, pathophysiology, risk factors, consequences, as well as therapeutic strategies.
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Affiliation(s)
- Laura Hölzen
- Institute for Endocrinology & Diabetes, University of Lübeck, 23562 Lübeck, Germany; (L.H.); (B.S.)
- Department of Internal Medicine 1, Endocrinology & Diabetes, University of Lübeck, 23562 Lübeck, Germany
| | - Bernd Schultes
- Institute for Endocrinology & Diabetes, University of Lübeck, 23562 Lübeck, Germany; (L.H.); (B.S.)
- Metabolic Center St. Gallen, friendlyDocs Ltd., 9016 St. Gallen, Switzerland
| | - Sebastian M. Meyhöfer
- Institute for Endocrinology & Diabetes, University of Lübeck, 23562 Lübeck, Germany; (L.H.); (B.S.)
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
| | - Svenja Meyhöfer
- Institute for Endocrinology & Diabetes, University of Lübeck, 23562 Lübeck, Germany; (L.H.); (B.S.)
- Department of Internal Medicine 1, Endocrinology & Diabetes, University of Lübeck, 23562 Lübeck, Germany
- German Center for Diabetes Research (DZD), 85764 Neuherberg, Germany
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Lei M, Chen D, Ling P, Wang C, Yang D, Deng H, Yang X, Xu W, Yan J. Effect of artificial pancreas system use on glycaemic control among pregnant women with type 1 diabetes mellitus: A meta-analysis of randomized controlled trials. Diabetes Obes Metab 2024; 26:673-681. [PMID: 37953389 DOI: 10.1111/dom.15357] [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: 08/27/2023] [Revised: 10/17/2023] [Accepted: 10/17/2023] [Indexed: 11/14/2023]
Abstract
AIM To assess the efficacy of artificial pancreas systems (APS) use among pregnant women with type 1 diabetes mellitus (T1DM) by conducting a meta-analysis. METHODS We searched five databases, including EMBASE, Web of Science, PubMed, Cochrane Library and SCOPUS, for literature on APS use among pregnant women with T1DM before October 9, 2023. The primary endpoint was 24-hour time in range (TIR; 3.5-7.8 mmol/L). Secondary endpoints included glycaemic metrics for 24-hour (mean blood glucose [MBG], time above range [TAR], time below range [TBR]), and overnight TIR and TBR. RESULTS We identified four randomized controlled trials involving 164 participants; one study with 16 participants focused on overnight APS use, and the other three focused on 24-hour APS use. Compared with standard care, APS exhibited a favourable effect on 24-hour TIR (standard mean difference [SMD] = 0.53, 95% confidence interval [CI] 0.25, 0.80, P < 0.001), overnight TIR (SMD = 0.67, 95% CI 0.39, 0.95, P < 0.001), and overnight TBR (<3.5 mmol/L; SMD = -0.49, 95% CI -0.77, -0.21 P < 0.001), while there was no significant difference in 24-hour TAR, 24-hour TBR, or MBG between the two groups. We further conducted subgroup analyses after removing the trial focused on overnight APS use and showed that 24-hour APS use reduced not only the 24-hour TIR (SMD = 0.41, 95% CI 0.12, 0.71; P = 0.007) but also the 24-hour TBR (<2.8 mmol/L; SMD = -0.77, 95% CI -1.32, -0.23, P = 0.006). CONCLUSION Our findings suggest that APS might improve 24-hour TIR and overnight glycaemic control, and 24-hour APS use also significantly reduced 24-hour TBR (2.8 mmol/L) among pregnant women with T1DM.
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Affiliation(s)
- Mengyun Lei
- Department of Endocrinology and Metabolism, Guangdong Provincial Key Laboratory of Diabetology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Danrui Chen
- Department of Endocrinology and Metabolism, Guangdong Provincial Key Laboratory of Diabetology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Ping Ling
- Department of Endocrinology and Metabolism, Guangdong Provincial Key Laboratory of Diabetology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Chaofan Wang
- Department of Endocrinology and Metabolism, Guangdong Provincial Key Laboratory of Diabetology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Daizhi Yang
- Department of Endocrinology and Metabolism, Guangdong Provincial Key Laboratory of Diabetology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Hongrong Deng
- Department of Endocrinology and Metabolism, Guangdong Provincial Key Laboratory of Diabetology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xubin Yang
- Department of Endocrinology and Metabolism, Guangdong Provincial Key Laboratory of Diabetology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Wen Xu
- Department of Endocrinology and Metabolism, Guangdong Provincial Key Laboratory of Diabetology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jinhua Yan
- Department of Endocrinology and Metabolism, Guangdong Provincial Key Laboratory of Diabetology, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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Henry Z, Villar Fimbel S, Bendelac N, Perge K, Thivolet C. Beneficial effects of automated insulin delivery over one-year follow-up in real life for youths and adults with type 1 diabetes irrespective of patient characteristics. Diabetes Obes Metab 2024; 26:557-566. [PMID: 37905353 DOI: 10.1111/dom.15344] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 10/04/2023] [Accepted: 10/04/2023] [Indexed: 11/02/2023]
Abstract
AIM To investigate glycaemic outcomes in youths and adults with type 1 diabetes with either MiniMed™ 780G or Tandem t:slim X2™ control-IQ automated insulin delivery (AID) systems and to evaluate clinical factors that migrate, mitigate the achievement of therapeutic goals. MATERIALS AND METHODS This retrospective, real-world, observational study was conducted in a specialized university type 1 diabetes centre with patients observed for 3-12 months post-initiation of an AID system. Primary outcomes were the percentage time in the target glucose range [TIR70-180 mg/dl (3.9-10 mmol/L)] as measured by continuous glucose monitoring, mean glucose management indicator (GMI) and glycated haemoglobin (HbA1c) levels. RESULTS Our study cohort consisted of 48 adolescents and 183 adults (55% females) aged 10-77 years. The mean (95% confidence interval) TIR70-180 mg/dl after 30 days was higher than baseline and by 14% points after 360 days with 71.33% (69.4-73.2) (n = 123, p < .001). HbA1c levels decreased by 0.7% and GMI by 0.6% after 360 days. The proportion of time spent <70 mg/dl (3.9 mmol/L) was not significantly different from baseline. During follow-up, 780G users had better continuous glucose monitoring results than control-IQ users but similar HbA1c levels, and an increased risk of weight gain. Age at onset influenced TIR70-180 mg/dl in univariate analysis but there was no significant relationship after adjusting on explanatory variables. Baseline body mass index did not influence the performance of AID systems. CONCLUSIONS This analysis showed the beneficial effects of two AID systems for people with type 1 diabetes across a broad spectrum of participant characteristics. Only half of the participants achieved international recommendations for glucose control with TIR70-180 mg/dl >70%, HbA1c levels or GMI <7%, which outlines the need to maintain strong educational and individual strategies.
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Affiliation(s)
- Zoé Henry
- Centre for Diabetes DIAB-eCARE, Hospices Civils de Lyon, Lyon, France
| | | | - Nathalie Bendelac
- Centre for Diabetes DIAB-eCARE, Hospices Civils de Lyon, Lyon, France
- Department of paediatric Endocrinology and Diabetes, Hospices Civils de Lyon, Bron, France
| | - Kevin Perge
- Department of paediatric Endocrinology and Diabetes, Hospices Civils de Lyon, Bron, France
| | - Charles Thivolet
- Centre for Diabetes DIAB-eCARE, Hospices Civils de Lyon, Lyon, France
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Subramanian S, Khan F, Hirsch IB. New advances in type 1 diabetes. BMJ 2024; 384:e075681. [PMID: 38278529 DOI: 10.1136/bmj-2023-075681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2024]
Abstract
Type 1 diabetes is an autoimmune condition resulting in insulin deficiency and eventual loss of pancreatic β cell function requiring lifelong insulin therapy. Since the discovery of insulin more than 100 years ago, vast advances in treatments have improved care for many people with type 1 diabetes. Ongoing research on the genetics and immunology of type 1 diabetes and on interventions to modify disease course and preserve β cell function have expanded our broad understanding of this condition. Biomarkers of type 1 diabetes are detectable months to years before development of overt disease, and three stages of diabetes are now recognized. The advent of continuous glucose monitoring and the newer automated insulin delivery systems have changed the landscape of type 1 diabetes management and are associated with improved glycated hemoglobin and decreased hypoglycemia. Adjunctive therapies such as sodium glucose cotransporter-1 inhibitors and glucagon-like peptide 1 receptor agonists may find use in management in the future. Despite these rapid advances in the field, people living in under-resourced parts of the world struggle to obtain necessities such as insulin, syringes, and blood glucose monitoring essential for managing this condition. This review covers recent developments in diagnosis and treatment and future directions in the broad field of type 1 diabetes.
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Affiliation(s)
- Savitha Subramanian
- University of Washington Diabetes Institute, Division of Metabolism, Endocrinology and Nutrition, University of Washington, Seattle, WA, USA
| | - Farah Khan
- University of Washington Diabetes Institute, Division of Metabolism, Endocrinology and Nutrition, University of Washington, Seattle, WA, USA
| | - Irl B Hirsch
- University of Washington Diabetes Institute, Division of Metabolism, Endocrinology and Nutrition, University of Washington, Seattle, WA, USA
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Amer BE, Yaqout YE, Abozaid AM, Afifi E, Aboelkhier MM. Does fully closed-loop automated insulin delivery improve glycaemic control in patients with type 2 diabetes? A meta-analysis of randomized controlled trials. Diabet Med 2024; 41:e15196. [PMID: 37567739 DOI: 10.1111/dme.15196] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 07/22/2023] [Accepted: 08/09/2023] [Indexed: 08/13/2023]
Abstract
AIMS This meta-analysis investigated the efficacy and safety of fully closed-loop automated insulin delivery (AID) in patients with type 2 diabetes. MATERIALS AND METHODS We systemically searched PubMed, Scopus, Web of Science, and Cochrane Central from inception until April 26, 2023. We included randomized controlled trials (RCTs) comparing fully closed-loop AID versus conventional insulin therapy. The outcomes were pooled as the mean difference (MD) and risk ratio with 95% confidence interval (CI) in the random effect model. Our primary outcome was the proportion of time in the target glucose range (5.6-10 mmol/L, 3.9-10 mmol/L, or 3.9-8 mmol/L, depending on the study). Key secondary outcomes included the proportion of time spent in hyperglycaemia or hypoglycaemia. RESULTS We included seven RCTs (three crossover and four parallel design), compromising 390 patients. Our analysis showed that compared to the control group, fully closed-loop AID increased the proportion of time spent within the target glucose range by additional 337 min per 24 h (MD = 23.39%, 95% CI [16.64%, 30.14%], p < 0.01), additional 108 min overnight (MD = 22.40%, 95% CI [12.88%, 31.91%], p < 0.01), and additional 258 min during the daytime period (MD = 26.85%, 95% CI [21.06%, 32.63%], p < 0.01). Compared to the control group, the overall time in hyperglycaemia was shortened by 326 min per 24 h (MD = -22.67%, 95% CI [-30.87%, -14.46%], p < 0.01). There was no significant difference between the two groups in terms of overall, overnight, and daytime periods spent in hypoglycaemia. CONCLUSIONS Our meta-analysis suggests that fully closed-loop AID may improve glycaemic control in patients with type 2 diabetes, particularly for those with more challenging diabetes management. Further research is required to establish the feasibility of implementing these systems in clinical practice. [Correction added on 26 August 2023 after first online publication: Under Results, the first sentence "We included seven RCTs (three crossover and one parallel designs)" has been changed to "We included seven RCTs (three crossover and four parallel designs)".].
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Affiliation(s)
- Basma Ehab Amer
- Medical Research Group of Egypt, Negida Academy, Arlington, Massachusetts, USA
- Faculty of Medicine, Benha University, Benha, Egypt
| | - Yasmeen Essam Yaqout
- Medical Research Group of Egypt, Negida Academy, Arlington, Massachusetts, USA
- Faculty of Medicine, Alexandria University, Alexandria, Egypt
| | - Ahmed Mohamed Abozaid
- Medical Research Group of Egypt, Negida Academy, Arlington, Massachusetts, USA
- Faculty of Medicine, Tanta University, Tanta, Egypt
| | - Eslam Afifi
- Medical Research Group of Egypt, Negida Academy, Arlington, Massachusetts, USA
- Faculty of Medicine, Benha University, Benha, Egypt
| | - Menna M Aboelkhier
- Medical Research Group of Egypt, Negida Academy, Arlington, Massachusetts, USA
- Faculty of Science, Cairo University, Cairo, Egypt
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Lyons RE, Abdul Wahab R, Goh SY, Breen C, Rhynehart A, O'Scannail M, Kelly HJ, Neff K, O'Shea D, Canavan R, Wan Mahmood WA. Real-world glycaemic outcomes in patients with type 1 diabetes using glucose sensors-Experience from a single centre in Dublin. Endocrinol Diabetes Metab 2024; 7:e469. [PMID: 38268307 PMCID: PMC10794155 DOI: 10.1002/edm2.469] [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: 08/04/2023] [Revised: 01/02/2024] [Accepted: 01/05/2024] [Indexed: 01/26/2024] Open
Abstract
AIMS To evaluate changes in glycated haemoglobin (HbA1 c) and sensor-based glycaemic metrics after glucose sensor commencement in adults with T1D. METHODS We performed a retrospective observational single-centre study on HbA1 c, and sensor-based glycaemic data following the initiation of continuous glucose monitoring (CGM) in adults with T1D (n = 209). RESULTS We observed an overall improvement in HbA1 c from 66 (59-78) mmol/mol [8.2 (7.5-9.3)%] pre-sensor to 60 (53-71) mmol/mol [7.6 (7.0-8.6)%] on-sensor (p < .001). The pre-sensor HbA1 c improved from 66 (57-74) mmol/mol [8.2 (7.4-8.9)%] to 62 (54-71) mmol/mol [7.8 (7.1-8.7)%] within the first year of usage to 60 (53-69) mmol/mol [7.6 (7.0-8.4)%] in the following year (n = 121, p < .001). RT-CGM-user had a significant improvement in HbA1 c (Dexcom G6; p < .001, r = 0.33 and Guardian 3; p < .001, r = 0.59) while a non-significant reduction was seen in FGM-user (Libre 1; p = .279). Both MDI (p < .001, r = 0.33) and CSII group (p < .001, r = 0.41) also demonstrated significant HbA1 c improvement. Patients with pre-sensor HbA1 c of ≥64 mmol/mol [8.0%] (n = 125), had attenuation of pre-sensor HbA1 c from 75 (68-83) mmol/mol [9.0 (8.4-9.7)%] to 67 (59-75) mmol/mol [8.2 (7.6-9.0)%] (p < .001, r = 0.44). Altogether, 25.8% of patients achieved the recommended HbA1 c goal of ≤53 mmol/mol and 16.7% attained the recommended ≥70% time in range (3.9-10.0 mmol/L). CONCLUSIONS Our study demonstrated that minimally invasive glucose sensor technology in adults with T1D is associated with improvement in glycaemic outcomes. However, despite significant improvements in HbA1 c, achieving the recommended goals for all glycaemic metrics remained challenging.
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Affiliation(s)
- Robert E. Lyons
- Endocrinology and Diabetes UnitSt. Columcille's HospitalDublinIreland
| | - Roshaida Abdul Wahab
- Diabetes Complications Research Centre, Conway InstituteUniversity College DublinDublinIreland
| | - Sue Yee Goh
- School of MedicineUniversity College DublinDublinIreland
| | - Cathy Breen
- Endocrinology and Diabetes UnitSt. Columcille's HospitalDublinIreland
| | - Amanda Rhynehart
- Endocrinology and Diabetes UnitSt. Columcille's HospitalDublinIreland
| | - Mary O'Scannail
- Endocrinology and Diabetes UnitSt. Columcille's HospitalDublinIreland
| | - Hannah Jade Kelly
- Endocrinology and Diabetes UnitSt. Columcille's HospitalDublinIreland
| | - Karl Neff
- Endocrinology and Diabetes UnitSt. Columcille's HospitalDublinIreland
| | - Donal O'Shea
- Endocrinology and Diabetes UnitSt. Columcille's HospitalDublinIreland
- Diabetes Complications Research Centre, Conway InstituteUniversity College DublinDublinIreland
| | - Ronan Canavan
- Endocrinology and Diabetes UnitSt. Columcille's HospitalDublinIreland
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Do QD, Hásková A, Radovnická L, Konečná J, Horová E, Parkin CG, Grunberger G, Prázný M, Šoupal J. Comparison of Control-IQ and open-source AndroidAPS automated insulin delivery systems in adults with type 1 diabetes: The CODIAC study. Diabetes Obes Metab 2024; 26:78-84. [PMID: 37743832 DOI: 10.1111/dom.15289] [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: 06/04/2023] [Revised: 08/21/2023] [Accepted: 08/31/2023] [Indexed: 09/26/2023]
Abstract
AIM To compare open-source AndroidAPS (AAPS) and commercially available Control-IQ (CIQ) automated insulin delivery (AID) systems in a prospective, open-label, single-arm clinical trial. METHODS Adults with type 1 diabetes who had been using AAPS by their own decision entered the first 3-month AAPS phase then were switched to CIQ for 3 months. The results of this treatment were compared with those after the 3-month AAPS phase. The primary endpoint was the change in time in range (% TIR; 70-80 mg/dL). RESULTS Twenty-five people with diabetes (mean age 34.32 ± 11.07 years; HbA1c 6.4% ± 3%) participated in this study. CIQ was comparable with AAPS in achieving TIR (85.72% ± 7.64% vs. 84.24% ± 8.46%; P = .12). Similarly, there were no differences in percentage time above range (> 180 and > 250 mg/dL), mean sensor glucose (130.3 ± 13.9 vs. 128.3 ± 16.9 mg/dL; P = .21) or HbA1c (6.3% ± 2.1% vs. 6.4% ± 3.1%; P = .59). Percentage time below range (< 70 and < 54 mg/dL) was significantly lower using CIQ than AAPS. Even although participants were mostly satisfied with CIQ (63.6% mostly agreed, 9.1% strongly agreed), they did not plan to switch to CIQ. CONCLUSIONS The CODIAC study is the first prospective study investigating the switch between open-source and commercially available AID systems. CIQ and AAPS were comparable in achieving TIR. However, hypoglycaemia was significantly lower with CIQ.
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Affiliation(s)
- Quoc Dat Do
- 3rd Department of Internal Medicine, 1st Faculty of Medicine Charles University, Prague, Czech Republic
| | - Aneta Hásková
- 3rd Department of Internal Medicine, 1st Faculty of Medicine Charles University, Prague, Czech Republic
| | - Lucie Radovnická
- 1st Faculty of Medicine Charles University, Prague, Czech Republic
- Department of Internal Medicine, Masaryk Hospital, Ústí nad Labem, Czech Republic
| | - Judita Konečná
- 3rd Department of Internal Medicine, 1st Faculty of Medicine Charles University, Prague, Czech Republic
| | - Eva Horová
- 3rd Department of Internal Medicine, 1st Faculty of Medicine Charles University, Prague, Czech Republic
| | | | | | - Martin Prázný
- 3rd Department of Internal Medicine, 1st Faculty of Medicine Charles University, Prague, Czech Republic
| | - Jan Šoupal
- 3rd Department of Internal Medicine, 1st Faculty of Medicine Charles University, Prague, Czech Republic
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50
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Hafez SH, Mohammed NA, Yahia Mahdy Shalby A, Eltaher Hamed Abdulrahman E, Farhan AlQarni A, Ayed Alhamami F, Fahd Alshehri H, Khalid Hussein M, Mustafa Abd Alganny M, Saied Harfoush M. The Path From Awareness to Action: Exploring Diabetic Patients' Awareness and Attitudes and Barriers to Utilization of Artificial Pancreas in the Beheira Governorate, Egypt. Cureus 2024; 16:e52703. [PMID: 38384620 PMCID: PMC10879912 DOI: 10.7759/cureus.52703] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/22/2024] [Indexed: 02/23/2024] Open
Abstract
Background and objective There is scarce data on diabetic patients' awareness, attitude, and barriers to utilization regarding the artificial pancreas. In light of this, the current study aimed to explore the awareness, attitudes, and perceived barriers to utilization of the artificial pancreas experienced by diabetic patients. Methods A cross-sectional study design was employed to achieve the aim of the study. The study was conducted in Damanhur city, the Beheira Governorate, Egypt. The convenience sampling technique was used to include 385 diabetic patients. The researchers designed an interview questionnaire comprising four parts to collect data about knowledge, attitudes, and barriers to utilization. Results The findings showed that 61% of the participants had a satisfactory level of overall knowledge. Regarding overall attitude, 64.1% of participants exhibited a positive attitude toward the artificial pancreas. The data indicated that 37.7% of participants identified the associated high cost as a significant barrier. Additionally, 23.3% expressed concerns about the lack of healthcare provider support, 21.5% had reservations regarding maintenance, and 17.5% felt limited by their technical skills. Conclusions The study revealed a notable satisfactory level of knowledge and attitudes among about two-thirds of participants regarding the artificial pancreas. Concerns about the high cost emerged as a predominant barrier followed by a lack of healthcare provider support. Empowering both healthcare providers and patients through ongoing educational initiatives can play a pivotal role in fostering a positive attitude and addressing concerns related to artificial pancreas technology.
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Affiliation(s)
- Sameer H Hafez
- Community Health Nursing, Beni-Suef University, Beni-Suef, EGY
- Community and Mental Health Nursing, Najran University, Najran, SAU
| | - Noha A Mohammed
- Community Health Nursing, Beni-Suef University, Beni-Suef, EGY
| | - Abeer Yahia Mahdy Shalby
- Medical and Surgical Nursing, Benha University, Benha, EGY
- Faculty of Nursing, College of Nursing, Najran University, Najran, SAU
| | | | | | | | | | | | | | - Mohamed Saied Harfoush
- Nursing, College of Applied Medical Sciences, Buraydah College, Qassim, SAU
- Community Health Nursing, Faculty of Nursing, Damanhour University, Damanhour, EGY
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