| Literature DB >> 32696329 |
Syed Haris Ahmed1,2, David L Ewins3, Jane Bridges3, Alison Timmis4, Nicola Payne5, Cormac Mooney5, Claire MacGregor5.
Abstract
The artificial pancreas system or an automated insulin dosing system has been the 'holy grail' for patients with type 1 diabetes and their caregivers who have over the years wanted to 'close the loop' between monitoring of glucose and delivery of insulin. The launch of the Medtronic MiniMed 670G system in 2017 and the subsequent release of the Tandem t:slim with Control-IQ system, the DANA RS pump compatible-CamAPS FX app and the more recent announcement of the Medtronic MiniMed 780G system have come as answers to their prayers. However, in the time taken to develop and launch these commercial systems, creative and ebullient parents of young patients with type 1 diabetes, along with other patients, technologists and healthcare professionals have developed mathematical models as software solutions to determine insulin delivery that in conjunction with compatible hardware have helped 'close the loop'. Under an umbrella movement #WeAreNotWaiting, they have, as a community, refined and disseminated technologies that are open source and ubiquitously available as do-it-yourself (DIY) closed-loop systems or DIY artificial pancreas systems (APS). There are presently three systems-OpenAPS, AndroidAPS and Loop. We present perspectives of two patients, parent of a patient, and their healthcare providers; the users spanning an age spectrum most likely to use this technology-a child, an adolescent in transitional care and a 31-yr old adult patient, highlighting how looping has helped them self-manage diabetes within the routine of their lives and the challenges they faced.Entities:
Keywords: Artificial pancreas systems; Continuous glucose monitoring; Do-it-yourself (DIY); Hypoglycaemia; Insulin pump therapy; Time-in-range; Type 1 diabetes
Year: 2020 PMID: 32696329 PMCID: PMC7444403 DOI: 10.1007/s12325-020-01431-w
Source DB: PubMed Journal: Adv Ther ISSN: 0741-238X Impact factor: 3.845
Fig. 1Loop app home screen on an iPhone showing active carbohydrates, insulin delivery, active insulin
Fig. 2Temporary preset overrides for different situations
Fig. 3A 90-day average before (left) and after (right) Nicola started using looping shows improvements in time-in-range (TIR) from 48% to 76%, in the average glucose and standard deviation from 7.8 ± 2.8 to 6.1 ± 1.9 mmol/l
Fig. 4Diagram describing how different components of Cormac’s APS communicate to close the loop
Fig. 5Cormac’s 30-day glucose distribution data pre (left) and post (right) looping shows reduction in hypoglycaemia from 13.3% to 6.7%, increase in time-in-range (TIR) from 66.9% to 79.7%, improvement in glycaemic variability index (GVI) from 1.43 to 1.39 and in patient glycaemic status (PGS) from 62.01 to 35.27
Fig. 6Top left, bottom left and right—Harry having fun camping. Top right—Harry’s AndroidAPS home screen; components of Harry’s APS system: 1, Accu-Chek Spirit Combo Insulin pump; 2, Dexcom G6; 3, Android smartphone Xiaomi Mi A2 lite; 4, TicWatch Pro Smartwatch
The three DIY APS systems and associated technology
| Systems | OpenAPS | AndroidAPS | Loop |
|---|---|---|---|
| Designers | Dana Lewis, Scott Leibrand, Ben West | Milos Kozak, Adrian Tappe | Nate Racklyeft, Peter Schwamb |
| Pumps | Old Medtronic (versions before 2011) | Dana R, Dana RS Roche Accu-Chek Combo Roche Accu-Chek Insight | Old Medtronic OmniPod Eros pods |
| CGM systems | Dexcom G4, G5, G6, Medtronic Enlite or MiniMed Paradigm REAL-time Revel, xDrip+ FreeStyle Libre with MiaoMiao Synchronizes with Nightscout | Dexcom G4, G5, G6, Eversense, Medtronic Guardian or Enlite, xDrip+ FreeStyle Libre with MiaoMiao Can synchronize with Nightscout | Dexcom G5 or G6 (or G4 with Share) FreeStyle Libre with MiaoMiao Can synchronize with Nightscout |
| Computing hardware (rig), bridging device | Small computer (e.g. Intel Edison or Raspberry Pi) and a radioboard/stick (Explorer Board for Edison or Explorer HAT for Pi) xDrip Wireless Bridge (Wixel) for xDrip users | Android phone, xDrip Wireless Bridge (Wixel) for xDrip users | iPhone, RileyLink − 916 MHz for Medtronic − 433 MHz for OmniPod Eros |
| User interface devices | Pebble smart watch Android phone iPhone PC running Windows or Mac | Android phone Smart watch | iPhone Apple watch |
| Operating system | Android | iOS | |
| Algorithm | OpenAPS | OpenAPS | Loop |
| Communication with rig | Radiofrequency | Bluetooth | Bluetooth |
Pros and cons of DIY APS as compared to traditional sensor-augmented pump therapy
| Pros | Cons |
|---|---|
| Reduction in number and severity of hypoglycaemic episodes | Limited interoperability which means limited number of pumps and CGM devices compatible for DIY systems. However, the pool of different models that can ‘loop’ is gradually expanding |
| Improved glycaemic stability, reduced variability | Financial costs for additional hardware not covered by insurance |
| Improvement of time-in-range (TIR) | Warranty will not cover accidental damage of the pump or CGM, caused by use within an unlicensed system |
| Reduced cognitive burden, as less time spent thinking and planning about diabetes. Less time spent on diabetes-related activity, giving more time and cognitive space to focus on other activities in life | Additional hardware components such as the RileyLink/xDrip wireless bridge/radioboard/stick/minicomputer along with the battery and cables will have to carried along in a separate case/purse or pocket, for the system to work. However, the newer hybrid closed-loop systems have Bluetooth connectivity, obviating the requirement of intermediate hardware |
| Greater piece of mind and psychological reassurance to users (and caregivers) regarding variables such as overnight hypoglycaemia etc., leading to a better quality of sleep | Perceived and real technical barriers limiting individual patient uptake |
| Improved overall quality of life | Perceived and real lack of knowledge and understanding of DIY systems among healthcare professionals |
| More responsive to an individual’s change in physiology | Requires investment of time and effort to learn and set up the system |
| Remote monitoring option by cloud-based system such as Nightscout | Faster drain of pump and smartphone batteries |
| Supportive online DIY community | Lack of randomised clinical trials to assess safety and efficacy |
| Regular software updates and refinement of algorithms that are user-sensitive, and assist users to manage glycaemia with minimal user input | Neither medically authorised nor regulated |
| Better flexibility and customization allowing communication with portable devices e.g. Harry’s uses his smartwatch to bolus from his pump |
| In this commentary, two adult patients and the caregiver of a patient, with type 1 diabetes share their experiences on DIY artificial pancreas systems. Their healthcare providers provide clinical perspectives. |
| The users' quality of life and ability to self-mange diabetes have been enhanced by this open source technology. By adopting DIY systems, they have joined a #WeAreNotWaiting community that is willing to innovate, experiment and promote technology, modelled on the function of a healthy human pancreas. |
| Further research would help UK regulatory bodies develop the guidance, for healthcare professionals, to support DIY APS users. |