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A Review of the Current Challenges Associated with the Development of an Artificial Pancreas by a Double Subcutaneous Approach

Overview of attention for article published in Diabetes Therapy, May 2017
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Title
A Review of the Current Challenges Associated with the Development of an Artificial Pancreas by a Double Subcutaneous Approach
Published in
Diabetes Therapy, May 2017
DOI 10.1007/s13300-017-0263-6
Pubmed ID
Authors

Sverre Christian Christiansen, Anders Lyngvi Fougner, Øyvind Stavdahl, Konstanze Kölle, Reinold Ellingsen, Sven Magnus Carlsen

Abstract

Patients with diabetes type 1 (DM1) struggle daily to achieve good glucose control. The last decade has seen a rush of research groups working towards an artificial pancreas (AP) through the application of a double subcutaneous approach, i.e., subcutaneous (SC) continuous glucose monitoring (CGM) and continuous subcutaneous insulin infusion. Few have focused on the fundamental limitations of this approach, especially regarding outcome measures beyond time in range. Based on insulin physiology, the limitations of CGM, SC insulin absorption, meal challenge, and physical activity in DM1 patients, we discuss the limitations of the double SC approach. Finally, we discuss safety measures and the achievements reported in some recent AP studies that have utilized the double SC approach. Most studies show that a double SC AP increases the time in range compared to a sensor-augmented insulin pump and shortens the time in hypoglycemia. Despite these achievements, the proportion of time spent in hyperglycemia is still roughly 20-40%, and hypoglycemia is still present 1-4% of the time. The main factors limiting further progress are the latency of SC CGM (at least 5-10 min) and the slow pharmacokinetics of SC-delivered fast-acting insulin. The maximum blood insulin level is reached after 45 min and the maximum glucose-lowering effect is observed after 1.5-2 h, while the glucose-lowering effect lasts for at least 5 h. Although using a double SC AP leads to significant improvements in glucose control, the SC approach has severe limitations that hamper further progress towards a robust AP.

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 63 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 63 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 10 16%
Student > Master 9 14%
Student > Ph. D. Student 8 13%
Student > Bachelor 6 10%
Other 6 10%
Other 7 11%
Unknown 17 27%
Readers by discipline Count As %
Engineering 14 22%
Medicine and Dentistry 9 14%
Biochemistry, Genetics and Molecular Biology 4 6%
Agricultural and Biological Sciences 3 5%
Computer Science 3 5%
Other 10 16%
Unknown 20 32%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 1. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 16 May 2017.
All research outputs
#17,892,691
of 22,971,207 outputs
Outputs from Diabetes Therapy
#702
of 1,036 outputs
Outputs of similar age
#221,470
of 309,527 outputs
Outputs of similar age from Diabetes Therapy
#16
of 28 outputs
Altmetric has tracked 22,971,207 research outputs across all sources so far. This one is in the 19th percentile – i.e., 19% of other outputs scored the same or lower than it.
So far Altmetric has tracked 1,036 research outputs from this source. They typically receive a little more attention than average, with a mean Attention Score of 7.4. This one is in the 28th percentile – i.e., 28% of its peers scored the same or lower than it.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 309,527 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 23rd percentile – i.e., 23% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 28 others from the same source and published within six weeks on either side of this one. This one is in the 39th percentile – i.e., 39% of its contemporaries scored the same or lower than it.