دورية أكاديمية
A coordinated control strategy for insulin and glucagon delivery in type 1 diabetes
| العنوان: | A coordinated control strategy for insulin and glucagon delivery in type 1 diabetes |
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| المؤلفون: | Herrero, P, Bondia, J, Oliver, N, Georgiou, P |
| المساهمون: | Wellcome Trust, Engineering & Physical Science Research Council (EPSRC) |
| المصدر: | 1482 ; 1474 |
| بيانات النشر: | Taylor & Francis |
| سنة النشر: | 2017 |
| المجموعة: | Imperial College London: Spiral |
| مصطلحات موضوعية: | Science & Technology, Technology, Computer Science, Interdisciplinary Applications, Engineering, Biomedical, Artificial pancreas, diabetes, closed-loop control, bihormonal control, glucose control, insulin delivery, GLUCOSE, SECRETION, MODEL, Adolescent, Adult, Blood Glucose, Child, Computer Simulation, Diabetes Mellitus, Type 1, Drug Delivery Systems, Glucagon, Humans, Insulin, Pancreas, Artificial |
| الوصف: | Type 1 diabetes is an autoimmune condition characterised by a pancreatic insulin secretion deficit, resulting in high blood glucose concentrations, which can lead to micro- and macrovascular complications. Type 1 diabetes also leads to impaired glucagon production by the pancreatic α-cells, which acts as a counter-regulatory hormone to insulin. A closed-loop system for automatic insulin and glucagon delivery, also referred to as an artificial pancreas, has the potential to reduce the self-management burden of type 1 diabetes and reduce the risk of hypo- and hyperglycemia. To date, bihormonal closed-loop systems for glucagon and insulin delivery have been based on two independent controllers. However, in physiology, the secretion of insulin and glucagon in the body is closely interconnected by paracrine and endocrine associations. In this work, we present a novel biologically-inspired glucose control strategy that accounts for such coordination. An in silico study using an FDA-accepted type 1 simulator was performed to evaluate the proposed coordinated control strategy compared to its non-coordinated counterpart, as well as an insulin-only version of the controller. The proposed coordinated strategy achieves a reduction of hyperglycemia without increasing hypoglycemia, when compared to its non-coordinated counterpart. |
| نوع الوثيقة: | article in journal/newspaper |
| اللغة: | English |
| تدمد: | 1025-5842 |
| العلاقة: | Computer Methods in Biomechanics and Biomedical Engineering; http://hdl.handle.net/10044/1/69814Test; https://dx.doi.org/10.1080/10255842.2017.1378352Test; 089758/Z/09/Z; WT 100921/Z/13/Z; EP/P00993X/1 |
| DOI: | 10.1080/10255842.2017.1378352 |
| الإتاحة: | https://doi.org/10.1080/10255842.2017.1378352Test http://hdl.handle.net/10044/1/69814Test |
| حقوق: | © 2017 informa uK limited, trading as taylor & Francis group |
| رقم الانضمام: | edsbas.FBBD58BC |
| قاعدة البيانات: | BASE |
| تدمد: | 10255842 |
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| DOI: | 10.1080/10255842.2017.1378352 |