ArticleJAMA network open2023
Association of Achieving Time in Range Clinical Targets With Treatment Modality Among Youths With Type 1 Diabetes.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 3 of them syntheses that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
26 citing papers in PubMed, 3 syntheses or guidelines pooled it, 43 citations in OpenAlex.
- Dietary approaches for glycemic management in type 1 diabetes: A systematic review of Mediterranean and low-carbohydrate diets.Primary care diabetes · 2026Pooled it
- Glycaemic control and variability with different commercially available hybrid closed loop systems in people with type 1 diabetes: A systematic review and meta-analysis of randomized controlled trials.Diabetes, obesity & metabolism · 2026Pooled it
- International Society for Pediatric and Adolescent Diabetes Clinical Practice Consensus Guidelines 2024 Diabetes Technologies: Glucose Monitoring.Hormone research in paediatrics · 2024Guideline
- Pilot Study of Early Adoption of Automated Insulin Delivery in Underresourced Youth.Journal of diabetes research · 2025Trial
- Effect of an Intensive, Integrated Telehealth Intervention on Glycemic Control in Children and Adolescents With Type 1 Diabetes Using Continuous Glucose Monitoring: A Randomized, Crossover Trial.Pediatric diabetes · 2025Trial
- Eighteen-Month Hybrid Closed-Loop Use in Very Young Children With Type 1 Diabetes: A Single-Arm Multicenter Trial.Diabetes care · 2024Trial
- Hybrid Closed Loop Systems Improve Glycemic Control and Quality of Life in Historically Minoritized Youth with Diabetes.Diabetes technology & therapeutics · 2024Trial
- Glycaemic Variability and C-Peptide in Bangladeshi Children, Adolescents, and Young Adults With Diabetes: A Prospective Study.Endocrinology, diabetes & metabolism · 2026Observational
- Associations between body composition and glycemic control: an exploratory analysis of bioelectrical impedance parameters in adolescents with type 1 diabetes.Diabetology & metabolic syndrome · 2026Article
- Complication Risk Classification in Children and Adolescents With Type 1 Diabetes: Interpretable Machine Learning Study Based on Saudi Clinical Guidelines.JMIR formative research · 2026Article
- Association of glycemic variability and sociodemographic determinants with periodontal health in children with type 1 diabetes: a cross-sectional study from Türkiye.BMC oral health · 2026Article
- Impact of Automated Insulin Delivery Systems in Children and Adolescents with Type 1 Diabetes Previously Treated with Multiple Daily Injections: A Single-Center Real-World Study.Medicina (Kaunas, Lithuania) · 2025Observational
- Glycemic Analysis and Stratification of Pediatric Patients with Type 1 Diabetes Using isCGM in Southern Spain: Insights from the Andiacare Digital Platform.Journal of clinical medicine · 2025Article
- Article
- Health Technology Assessment of Continuous Glucose Monitoring Systems for Paediatric Patients.Children (Basel, Switzerland) · 2025Article
- Assessment of Microvascular Disturbances in Children with Type 1 Diabetes-A Pilot Study.Biosensors · 2025Article
- Glycemic Control in Children and Adolescents with Type 1 Diabetes: From Challenges to Innovation.Children (Basel, Switzerland) · 2025Article
- Correlation between key indicators of continuous glucose monitoring and the risk of diabetic foot.World journal of diabetes · 2025Article
- Minimum Sampling Duration for Continuous Glucose Monitoring Metrics to Achieve Representative Glycemic Outcomes in Suboptimal Continuous Glucose Monitor Use.Journal of diabetes science and technology · 2025Article
- Race and ethnic disparities in insulin pump and continuous glucose monitor use between 2017 and 2024: a systematic review with a focus on health equity.Journal of health equity · 2025Article
Corrections and comments
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Authors and funding
13 authors at 12 institutions in 10 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Continuous glucose monitoring (CGM) devices have demonstrated efficacy in adults and more recently in youths and older adults with type 1 diabetes. In adults with type 1 diabetes, the use of real-time CGM compared with intermittently scanned CGM was associated with improved glycemic control, but there are limited data available for youths. Objective: To assess real-world data on achievement of time in range clinical targets associated with different treatment modalities in youths with type 1 diabetes. Design, Setting, and Participants: This multinational cohort study included children, adolescents, and young adults younger than 21 years (hereinafter referred to collectively as youths) with type 1 diabetes for a duration of at least 6 months who provided CGM data between January 1, 2016, and December 31, 2021. Participants were enrolled from the international Better Control in Pediatric and Adolescent Diabetes: Working to Create Centers of Reference (SWEET) registry. Data from 21 countries were included. Participants were divided into 4 treatment modalities: intermittently scanned CGM with or without insulin pump use and real-time CGM with or without insulin pump use. Exposures: Type 1 diabetes and the use of CGM with or without an insulin pump. Main Outcomes and Measures: Proportion of individuals in each treatment modality group achieving recommended CGM clinical targets. Results: Among the 5219 participants (2714 [52.0%] male; median age, 14.4 [IQR, 11.2-17.1] years), median duration of diabetes was 5.2 (IQR, 2.7-8.7) years and median hemoglobin A1c level was 7.4% (IQR, 6.8%-8.0%). Treatment modality was associated with the proportion of individuals achieving recommended clinical targets. Adjusted for sex, age, diabetes duration, and body mass index standard deviation score, the proportion achieving the recommended greater than 70% time in range target was highest with real-time CGM plus insulin pump use (36.2% [95% CI, 33.9%-38.4%]), followed by real-time CGM plus injection use (20.9% [95% CI, 18.0%-24.1%]), intermittently scanned CGM plus injection use (12.5% [95% CI, 10.7%-14.4%]), and intermittently scanned CGM plus insulin pump use (11.3% [95% CI, 9.2%-13.8%]) (P < .001). Similar trends were observed for less than 25% time above (real-time CGM plus insulin pump, 32.5% [95% CI, 30.4%-34.7%]; intermittently scanned CGM plus insulin pump, 12.8% [95% CI, 10.6%-15.4%]; P < .001) and less than 4% time below range target (real-time CGM plus insulin pump, 73.1% [95% CI, 71.1%-75.0%]; intermittently scanned CGM plus insulin pump, 47.6% [95% CI, 44.1%-51.1%]; P < .001). Adjusted time in range was highest among real-time CGM plus insulin pump users (64.7% [95% CI, 62.6%-66.7%]). Treatment modality was associated with the proportion of participants experiencing severe hypoglycemia and diabetic ketoacidosis events. Conclusions and Relevance: In this multinational cohort study of youths with type 1 diabetes, concurrent use of real-time CGM and an insulin pump was associated with increased probability of achieving recommended clinical targets and time in range target as well as lower probability of severe adverse events compared with other treatment modalities.
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