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Real-life data of hypoglycemic events in children and adolescents with type 1 diabetes
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Women's and Children's Health.ORCID iD: 0000-0003-3549-5093
OneTwo Analyt AB, Solna, Sweden..
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Medical Cell Biology. Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Faculty of Medicine, Department of Medical Sciences. Uppsala University, Science for Life Laboratory, SciLifeLab.ORCID iD: 0000-0001-8843-7941
2023 (English)In: BMJ Open Diabetes Research & Care, ISSN 2052-4897, Vol. 11, no 5, article id e003485Article in journal (Refereed) Published
Abstract [en]

Introduction: Hypoglycemia composes an always present risk in the treatment of type 1 diabetes (T1D) and can be a fatal complication. Many studies on hypoglycemic events are based on self-reported data or focused on the aggregated time below range. We have processed continuous glucose monitoring (CGM) data in children and adolescents with T1D in order to examine all occurring hypoglycemic events.

Research design and methods: CGM data (mean 168 +/- 3 days) from 214 children and adolescents with T1D were analyzed using computer-based algorithms. Patients were divided into three groups based on estimated HbA1c (eHbA1c): (1) <= 48 mmol/mol (n=58); (2) 49-64 mmol/ mol (n=113); (3) >= 65 mmol/mol (n=43). The groups were compared concerning descriptive data and CGM metrics with emphasis on the frequency of hypoglycemic events.

Results: Only one self-reported event of severe hypoglycemia was registered, while 54 390 hypoglycemic events (<3.9 mmol/L (<70 mg/dL)) were identified from CGM data out of which 11 740 were serious (<3.0 mmol/L (<54 mg/dL)). On average there were 1.5 +/- 0.1 hypoglycemic events per 24 hours out of which 1.2 +/- 0.1 were mild (3.0-3.9 mmol/L) and 0.3 +/- 0.02 serious. Group 1 had a higher frequency of both total and mild hypoglycemic events compared with both groups 2 and 3. However, the frequency of serious hypoglycemic events was similar in all groups. A negative correlation was observed for eHbA1c and total daily and mild hypoglycemic events (r=-0.57 and r=-0.66, respectively, p<0.0001), whereas for serious hypoglycemic events there was only a borderline significance (r=-0.13, p=0.05).

Conclusions: This study shows that hypoglycemic events are a frequent phenomenon in children and adolescents with T1D, occurring regardless of overall metabolic control. Although patients with an HbA1c =48 mmol/mol had a higher frequency of mild hypoglycemic events there was no increase in serious hypoglycemic events.

Place, publisher, year, edition, pages
BMJ BMJ Publishing Group Ltd, 2023. Vol. 11, no 5, article id e003485
Keywords [en]
continuous glucose monitoring, diabetes mellitus, type 1, pediatrics, hypoglycemia
National Category
Endocrinology and Diabetes Pediatrics
Identifiers
URN: urn:nbn:se:uu:diva-515297DOI: 10.1136/bmjdrc-2023-003485ISI: 001072690400003PubMedID: 37739421OAI: oai:DiVA.org:uu-515297DiVA, id: diva2:1810570
Available from: 2023-11-08 Created: 2023-11-08 Last updated: 2025-03-21Bibliographically approved
In thesis
1. Investigations of hypoglycemic events and the role of GABA in type 1 diabetes
Open this publication in new window or tab >>Investigations of hypoglycemic events and the role of GABA in type 1 diabetes
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Introduction: Hypoglycemia in type 1 diabetes (T1D) ranges from mild to life-threatening events, yet most studies of hypoglycemia frequency rely on self-reported or aggregated data. Residual endogenous insulin production is associated to fewer severe hypoglycemic events, highlighting the potential benefit of preserving or restoring insulin production. For this purpose, gamma-aminobutyric acid (GABA) has emerged from experimental studies as a potential therapeutic drug candidate.

Aim: This thesis aimed to investigate the real-world frequency of hypoglycemia in children and adolescents with T1D, and to evaluate GABA’s therapeutic potential in a clinical trial.

Methods: Five studies were included. Endogenous GABA, C-peptide, counter-regulatory hormones and cytokine levels were analyzed in plasma. A controlled-release oral formulation of GABA (Remygen®) was assessed in a randomized controlled Phase I/II clinical trial in individuals with long-standing T1D (n=35) for safety, effect on endogenous insulin production and hypoglycemic counter-regulation.

The real-world frequency of hypoglycemia and its relationship to overall metabolic control and age was evaluated using retrospective continuous glucose monitoring (CGM)-data and clinical records. More than 50,000 hypoglycemic events were analyzed. Additionally, a single-metric scoring model for CGM-data evaluation was developed based on n=82,114 days of CGM-data by assessing three dimensions of glucose control. The models validity was evaluated against clinical treatment targets and interpretations of a clinical expert board (CEB). 

Results: GABA levels did not differ between individuals with T1D and healthy controls, but correlated with anti-GAD and cytokines. GABA treatment showed no improvements in endogenous insulin production or hypoglycemic counter-regulation, but side-effects were commonly observed. In the retrospective studies on CGM-data, mild hypoglycemic events (<3.9 mmol/L) were common. On average occurring on a near daily basis, regardless of age or metabolic control. However, no increased risk of severe- or serious (<3.0 mmol/L) hypoglycemia was observed in children achieving HbA1c ≤48 mmol/mol. The developed CGM scoring model correlated well with CGM-metrics and CEB interpretations.

Conclusions: Despite technological advancements, hypoglycemia remains a persistent challenge in T1D. GABA failed to regain beta-cell function, underscoring the need for alternative therapies in this aspect. Meanwhile, models for enhanced CGM analyses may aid in optimizing glucose management.

Place, publisher, year, edition, pages
Uppsala: Acta Universitatis Upsaliensis, 2025. p. 80
Series
Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Medicine, ISSN 1651-6206 ; 2139
Keywords
Type 1 diabetes, T1D, hypoglycemia, hypoglycemic events, CGM, GABA, clinical trial, beta-cell, Regenerative therapy
National Category
Endocrinology and Diabetes
Research subject
Medical Science
Identifiers
urn:nbn:se:uu:diva-552909 (URN)978-91-513-2440-1 (ISBN)
Public defence
2025-05-16, Sal IV, Universitetshuset, Biskopsgatan 3, Uppsala, 13:15 (Swedish)
Opponent
Supervisors
Available from: 2025-04-22 Created: 2025-03-21 Last updated: 2025-04-22

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Hill, HenrikEspes, Daniel

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