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Smart pathology slide scanner for diagnosis and patient-specific treatment recommendation in oncology

Objective

Our long-term vision is to develop a smart digital pathology slide scanner that can (semi)automatically generate a patient-specific tumour digital twin and simulate various drug treatments on such twin. The digital twin will be generated by combining slide-level multi-omics profiling of patients’ biopsies with other standard clinical data and will be hardware-embedded within a slide scanner.
This foundational architecture involves five pillars: experimental mapping of tumor communication, reconstruction of Biomedical Knowledge Graphs (KG) based on experimental data, identification of structural and temporal properties of communication networks, development of a mathematical framework for modeling treatment effects on a tumor, and the design of a novel hardware acceleration architecture for a medical digital twin.
As a model system, we will use pancreatic cancer, combining in vitro experiments with clinical data. We will analyze how tumor microenvironment composition affects cellular crosstalk and drug efficacy by developing, growing, and treating a series of tumor organoids with different TME compositions, and performing a detailed molecular analysis of samples. Clinical validation will involve matching organoid and patient biopsy structures, ensuring relevance and applicability of our findings.
This project is the initial step towards a platform assisting doctors in improving the diagnosis and assessment of drug treatment efficacy for individual cancer patients so that each patient gets the best possible drug, with the best possible treatment regimen.

Fields of science (EuroSciVoc)

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Keywords

Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)

Programme(s)

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Topic(s)

Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.

Funding Scheme

Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.

HORIZON-EIC - HORIZON EIC Grants

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Call for proposal

Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.

(opens in new window) HORIZON-EIC-2024-PATHFINDEROPEN-01

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Coordinator

AGENCIA ESTATAL CONSEJO SUPERIOR DE INVESTIGACIONES CIENTIFICAS
Net EU contribution

Net EU financial contribution. The sum of money that the participant receives, deducted by the EU contribution to its linked third party. It considers the distribution of the EU financial contribution between direct beneficiaries of the project and other types of participants, like third-party participants.

€ 201 395,00
Address
CALLE SERRANO 117
28006 MADRID
Spain

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Region
Comunidad de Madrid Comunidad de Madrid Madrid
Activity type
Research Organisations
Links
Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

€ 201 395,00

Participants (7)

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