ArticleDiabetes technology & therapeutics2017
"Let the Algorithm Do the Work": Reduction of Hypoglycemia Using Sensor-Augmented Pump Therapy with Predictive Insulin Suspension (SmartGuard) in Pediatric Type 1 Diabetes Patients.
Article in Diabetes technology & therapeutics, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 38 papers.
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Who cites it
38 citing papers in PubMed.
- Fear of hypoglycemia and sleep in children with type 1 diabetes and their parents.Frontiers in endocrinology · 2024Trial
- Using Momentary Assessment and Machine Learning to Identify Barriers to Self-management in Type 1 Diabetes: Observational Study.JMIR mHealth and uHealth · 2022Trial
- Intermittent Scanning Glucose Monitoring or Predicted Low Suspend Pump Treatment: Does It Impact Time in Glucose Target and Treatment Preference? The QUEST Randomized Crossover Study.Frontiers in endocrinology · 2022Trial
- Predictive Low-Glucose Suspend Necessitates Less Carbohydrate Supplementation to Rescue Hypoglycemia: Need to Revisit Current Hypoglycemia Treatment Guidelines.Diabetes technology & therapeutics · 2021Trial
- The Incremental Benefits of the Predictive Low-Glucose Suspend Function Compared to the Low-Glucose Suspend Function as Automation Against Hypoglycemia in Sensor-Augmented Pump Therapy.Journal of diabetes science and technology · 2018Trial
- Can Glucose Alarm Fatigue Threaten the Absolute Clinical Benefit of Continuous Glucose Monitoring in Optimal Glucose Management in Children and Adolescents with Type 1 Diabetes? A Narrative Review.Children (Basel, Switzerland) · 2025Review
- Effectiveness of Predicted Low-Glucose Suspend Pump Technology in the Prevention of Hypoglycemia in People with Type 1 Diabetes Mellitus: Real-World Data Using DIA:CONN G8.Diabetes & metabolism journal · 2025Article
- Automating insulin delivery through pump and continuous glucose monitoring connectivity: Maximizing opportunities to improve outcomes.Diabetes, obesity & metabolism · 2024Review
- Rebound Hypoglycemia and Hyperglycemia in Type 1 Diabetes.Journal of diabetes science and technology · 2024Article
- Integration of a Safety Module to Prevent Rebound Hypoglycemia in Closed-Loop Artificial Pancreas Systems.Journal of diabetes science and technology · 2024Article
- Evidence from clinical trials on high-risk medical devices in children: a scoping review.Pediatric research · 2024Article
- Explainable Machine Learning for Real-Time Hypoglycemia and Hyperglycemia Prediction and Personalized Control Recommendations.Journal of diabetes science and technology · 2024Article
- Glycemic variability through the perspective of the glycemia risk index and time in range and their association with glycated hemoglobin A1c in pediatric patients on sensor-augmented pump therapy.Frontiers in endocrinology · 2024Article
- Article
- The changing landscape of automated insulin delivery in the management of type 1 diabetes.Endocrine connections · 2023Review
- The Advanced Diabetes Technologies for Reduction of the Frequency of Hypoglycemia and Minimizing the Occurrence of Severe Hypoglycemia in Children and Adolescents with Type 1 Diabetes.Journal of clinical medicine · 2023Review
- Commercial hybrid closed-loop systems available for a patient with type 1 diabetes in 2022.Pediatric endocrinology, diabetes, and metabolism · 2023Review
- ISPAD Clinical Practice Consensus Guidelines 2022: Assessment and management of hypoglycemia in children and adolescents with diabetes.Pediatric diabetes · 2022Article
- Insulin pumps in children - a systematic review.World journal of clinical pediatrics · 2022Article
- Long-term sensor-augmented pump therapy for neonatal diabetes mellitus: a case series.Clinical pediatric endocrinology : case reports and clinical investigations : official journal of the Japanese Society for Pediatric Endocrinology · 2022Article
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Authors and funding
7 authors.
Funding
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Abstract
backgroundA sensor-augmented insulin pump (SAP) using the MiniMed
methodsThis prospective, pediatric multicenter user evaluation assessed 6 weeks of SAP with SmartGuard (threshold setting for hypoglycemia: 70 mg/dL) compared to a preceding period of 2 weeks with SAP only. The primary outcome was the potential reduction in the frequency of hypoglycemic episodes and hypoglycemic intensity (area under the curve [AUC] and time <70 mg/dL).
resultsThe study included 24 patients with at least 3 months of insulin pump use (average age: 11.6 ± 5.1 years, 15 female, average type 1 diabetes duration: 7.5 ± 4.2 years, mean ± SD) who had on average 3.2 ± 1.0 predictive suspensions/patient/day. The mean sensor glucose minimum during suspension was 78 ± 6 mg/dL and the average suspension time was 155 ± 47 min/day. Use of SmartGuard in patients treated as per the protocol (n = 18) reduced the number of instances in which the glucose level was <70 mg/dL (1.02 ± 0.52 to 0.72 ± 0.36; P = 0.027), as well as AUC <70 mg/dL (0.76 ± 0.73 to 0.38 ± 0.24; P = 0.027) and the time/day the level fell below 70 mg/dL (73 ± 56 to 31 ± 22 min). The reduction of hypoglycemia was not associated with a significant change in mean glucose concentration (171 ± 26 to 180 ± 19 mg/dL, P = 0.111) and HbA1c (7.5% ± 0.5% to 7.6% ± 0.7%, (P = 0.329). Manual resumption of insulin delivery followed by carbohydrate intake resulted in significantly higher glucose levels 1 h after suspension compared to SmartGuard suspensions with automatic resume (190.8 ± 26.5 vs. 138.7 ± 10.3 mg/dL; P < 0.001).
conclusionsSmartGuard technology significantly reduced the risk for hypoglycemia in pediatric type 1 diabetes patients without increasing HbA1c. Patients must be educated that when using combining predictive low-glucose insulin suspension technology, extra carbohydrate intake in response to an alarm combined with manual resumption is likely to cause rebound hyperglycemia. The best results were achieved when the user did not interfere with pump operation.
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