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Type 1 Diabetes Simulator with Adjunctive therapies - GLP1

Project description

Simulating the effects of new diabetes therapies

People with diabetes must constantly monitor and regulate their blood sugar levels, even when using automatic insulin delivery (AID) systems. However, mealtime insulin dosing still requires human input and is prone to error. Adjunctive therapies such as GLP-1 receptor agonists can help reduce post-meal glucose spikes, but existing diabetes simulators used to develop AID systems do not consider the effects of these drugs. With the support of the Marie Skłodowska-Curie Actions programme, the T1SIA project will fill this gap by developing the first type 1 diabetes simulator to incorporate GLP-1 dynamics. This enhanced tool will support the development of safer therapies and digital twins, enabling researchers and industry to test treatments virtually.

Objective

People with type 1 diabetes (T1D) live with the burden of self-managing their glucose levels. Although automatic insulin delivery (AID) systems have alleviated this load, patients still need to count carbohydrates and administer insulin boluses at mealtimes, making the systems prone to human errors, which could have severe health consequences. Adjunctive therapies such as GLP-1 receptor agonists aim to mitigate these risks by reducing the impact of meals on the glucose rate of appearance in blood. These drugs are prescribed for type 2 diabetes, but they are currently being considered for their use in T1D. Simulators are one of the essential tools for developing AID systems and the foundation for digital twins, allowing testing and validating control algorithms while avoiding any risks for the patients. However, no T1D simulator includes descriptions of GLP-1 effects. The T1SIA project will develop a T1D simulator that includes a mathematical model of GLP-1 receptor agonists’ dynamics. This 2-year project will rely on the experience of the University of Bern and the Polytechnic University of Valencia. The first year at Bern will focus on developing a GLP-1 mathematical model, supervised by an expert in AID systems and a clinician expert in adjunctive therapies. In the second year at Valencia, the model will be integrated into a T1D simulator alongside a cohort of virtual patients under the supervision of an expert in diabetes technology. T1SIA will allow exploring the contributions of these novel therapy drugs for research and product-development purposes in the AID and pharmaceutical industry. This project will push the candidate’s professional development, both for academic and industry positions, improving her knowledge of mathematical modeling, human physiology, and identifiability processes while also providing the candidate with skills in project management, networking, teaching and supervision, and communication.

Fields of science (EuroSciVoc)

Keywords

Programme(s)

Topic(s)

Funding Scheme

HORIZON-TMA-MSCA-PF-GF - HORIZON TMA MSCA Postdoctoral Fellowships - Global Fellowships

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Call for proposal

(opens in new window) HORIZON-MSCA-2024-PF-01

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Coordinator

UNIVERSITAT POLITECNICA DE VALENCIA
Net EU contribution
€ 243 096,72
Address
CAMINO DE VERA SN EDIFICIO 3A
46022 Valencia
Spain
Region
Este Comunitat Valenciana Valencia/València
Activity type
Higher or Secondary Education Establishments
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Total cost
No data

Partners (1)