The OpenAPS_ShadowMode Study

The "Open Artificial Pancreas System (OpenAPS)" was designed to quickly spread technology and knowledge about the construction of artificial pancreas systems to patients with diabetes without awaiting clinical regulatory approval. OpenAPS is based on a privately shared software programs and available insulin pumps and glucose sensors. OpenAPS includes a "decision making" algorithm, which issues adaptions of basal rates to insulin pumps, which represents all fundamental aspects of closed loop artificial pancreas systems. The present study aims to compare the accuracy and performance of a self-constructed OpenAPS system with the approved hybrid closed loop system Medtronic Minimed 670G.

While wearing the Medtronic Minimed 670G in automode, study participants will wear an OpenAPS system in parallel, which does calculate basal rate adaptions based on continuous glucose monitoring data and its respective algorithm. The investigators aim to recruit 15 participants in an open label, single-center, single-arm, observational study. Insulin injection will only be provided by the Medtronic 670G HCL system (Basal rate insulin). The OpenAPS system will be worn contemporaneously, calculate recommended basal rate insulin adjustments but will not inject insulin. The maximum treatment period will be 2 weeks per patient.

Insulin titration remains a demanding challenge in the treatment of type 1 diabetes mellitus (T1DM). The two most significant advances in terms of insulin dosing where the introduction of continuous subcutaneous insulin infusion (CSII) and continuous glucose monitoring (CGM) sensors. CSII allows to diligently titrate hourly basal rates of insulin, which tremendously increased insulin and meal-time flexibility. CGM sensors provide continuous documentation of glycemic excursions without the need for patients' activity.

The most recent development was to enable communication and data sharing between CSII and CGMS. The idea was to create an autonomous system that measured current glucose concentrations and issued an adequate insulin dose to the CSII device. These systems were entitled "closed loop systems" or "artificial pancreas" (AP).

In general, APs have three components: the CSII device, a CGM sensor, and a "decision-making" algorithm integrated in a microprocessor.

In 2006, the Juvenile Diabetes Research Foundation (JDRF) launched the "AP Project" and has been funding development in this area since that time. In 2013, the threshold suspend feature was approved by the American Food and Drug Administration (FDA) as part of the MiniMed 530G CSII and Enlite sensor CGM. Threshold suspend autonomously stopped basal rate insulin infusion if hypoglycaemia was imminent. It is categorized as hybrid closed loop (HCL) AP system. HCL autonomous adjusts basal rate insulin infusion yet requires active bolus application by the patient. Several trials confirmed its safety and efficacy in children and adults with type 1 diabetes. In clinical trials, general safety was high, glycemic control increased and the incidence of hypoglycaemia was significantly reduced. Based on these promising data, the FDA approved the Medtronic 670G as the first HCL automated insulin delivery system in the United States. In 2018, Medtronic 670G was approved in the European Union and in Switzerland for the treatment of patients with T1DM.

In 2013, an initiative called the "Open Artificial Pancreas System (OpenAPS)" gained significant attention in the diabetes community.(9) OpenAPS was designed to quickly spread AP technology to patients with diabetes without awaiting clinical trials and FDA approval. OpenAPS is based on a privately shared software program, which enables access and transfer of CGM data to a data cloud, the so called "Nightscout" software. Soon thereafter, the "Do-It-Yourself Pancreas System" (DIYPS) software was created. DIYPS is a "decision making" algorithm for insulin delivery. DIYPS was combined with the Nightscout-software and allowed communication between Medtronic CSII and CGM sensors, data retrieval and issuance of insulin-dosing. With this update, the DIYPS system and Nightscout-software together became a hybrid closed loop AP system, better known as "OpenAPS".

In Switzerland, OpenAPS gained considerable interest in technique-affine patients with T1DM, and there already are patients with T1DM using openAPS at our department, despite the recommendation to use only approved medical devices. The number of patients using OpenAPS might be small at the moment but is growing, and diabetes care experts are asked to respond to this trend. It is necessary to evaluate safety of OpenAPS in diabetes, which are free of charge, to be used "at your own risk", but regulate sensible parameters like insulin dosing in the treatment of diabetes.

The aim of the present study is to evaluate accuracy and performance of an individually build OpenAPS in the fasting and the postprandial state and to compare each step of dose titration with the Medtronic 670G system as an approved HCL reference system.

The investigators aim to recruit 15 participants in an open label, single-center, single-arm, observational study. Insulin injection will only be provided by the Medtronic 670G HCL system (Basal rate insulin). The OpenAPS system will be worn contemporaneously, calculate recommended basal rate insulin adjustments but will not inject insulin. The maximum treatment period will be 2 weeks per patient.

Eligibility Criteria:
Inclusion Criteria:

* Written informed consent
* Aged ≥ 18 years
* T1D as defined by WHO for at least 1 year
* Planned use of the Medtronic 670G HCL system

Exclusion Criteria:

* Type 2 diabetes mellitus
* Gestational diabetes mellitus
* Participation in another trial which may in the opinion of the investigator interfere with the software algorithm
* Any mental condition rendering the patient incapable of giving informed consent
* Any disease or condition which in the opinion of the investigator would interfere with the trial performance and/or the physical and/or psychosocial safety of the study participant