Evidence map›Paper›PMID 28099035›Full record

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.

Torben Biester, Olga Kordonouri, Martin Holder, Kerstin Remus, Dorothee Kieninger-Baum, Tanja Wadien, Thomas Danne

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

38 citing papers in PubMed.

  1. Trial
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  7. Article
  8. Review
  9. Rebound Hypoglycemia and Hyperglycemia in Type 1 Diabetes.Journal of diabetes science and technology · 2024
    Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Review
  16. Review
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  18. Article
  19. Insulin pumps in children - a systematic review.World journal of clinical pediatrics · 2022
    Article
  20. 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 · 2022
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Torben Biester1 AUF DER BULT, Children's Hospital , Hannover, Germany .
Olga Kordonouri1 AUF DER BULT, Children's Hospital , Hannover, Germany .
Martin Holder2 Klinikum Stuttgart, Olgahospital , Stuttgart, Germany .
Kerstin Remus1 AUF DER BULT, Children's Hospital , Hannover, Germany .
Dorothee Kieninger-Baum3 Universitätsmedizin Mainz , Zentrum für Kinder- und Jugendmedizin, Mainz, Germany .
Tanja Wadien2 Klinikum Stuttgart, Olgahospital , Stuttgart, Germany .
Thomas Danne1 AUF DER BULT, Children's Hospital , Hannover, Germany .

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

AdolescentAlgorithmsBlood GlucoseChildDiabetes Mellitus, Type 1FemaleHumansHypoglycemiaHypoglycemic AgentsInsulinInsulin Infusion SystemsMaleBlood GlucoseHypoglycemic AgentsInsulinContinuous glucose monitoring (CGM)Hypoglycemia preventionHypoglycemia suspensionSensor-augmented pump therapy (SAP)

Identifiers

PMID28099035
PMCPMC5359639

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.