Project description
Harnessing artificial intelligence to predict genetic risk for common and rare diseases
Different people develop disease and respond to treatments differently. Moving away from the one-size-fits-all approach, personalised medicine pursues treatment options tailored to the genetic profile of individuals. The EU-funded INTERVENE project will develop next-generation tools for disease prevention, diagnosis and personalised treatment. INTERVENE will use powerful artificial intelligence technologies on a vast and diverse US-European pool of genomic and health data to calculate genetic risk scores that predict an individual’s susceptibility to a particular disease. The risk scores will be tested in clinical trials focusing on devastating common diseases, such as diabetes, cancer, and cardiovascular disease. INTERVENE will also develop and test the role of risk scores in several rare diseases as well as COVID-19 infection and severity.
Objective
The aim of INTERVENE is to develop and test next generation tools for disease prevention, diagnosis, and personalised treatment utilizing the first US-European pool of genomic and health data and integrating longitudinal and disease-relevant -omics data into genetic risk scores. Resulting in unprecedented potential for prediction, diagnosis, and personalised treatments for complex and rare diseases. Some of the largest biobanks in Europe and one in the USA will be securely linked and harmonized in a GDPR-compliant repository with data from more than 1.7 million genomes. INTERVENE will demonstrate the potential and benefits of powerful AI technologies on the next generation of integrative genetic scores (IGS). The clinical and economic benefits of IGS will be evaluated in key disease areas with major public health burden. Here, the newly developed IGS will be taken into clinical environment and their real-world benefits will be evaluated together with clinical experts, European patients advocate groups and medical societies and considering regulatory and ethical implications. Thus, a framework for legally and ethically responsible translation into wider clinical practice will be developed. Moreover, the partners will develop and test the role of IGS in several rare diseases as well as COVID-19 infection and severity. Importantly, to support the application of IGS via public-private partnerships including clinical practitioners, an AI-enabled federated data analysis platform, the ‘IGS4EU’ platform, will be developed for automated IGS generation and interpretation for end-users. Additionally, the IGS4EU platform will allow access of the INTERVENE data and the methodology know-how to the AI community through a competition-based benchmarking environment. In the long term, the IGS4EU platform aims to grow the disease coverage and enable a wide adoption of IGS as a gold standard in clinical research and practice.
Keywords
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
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H2020-EU.3.1. - SOCIETAL CHALLENGES - Health, demographic change and well-being
MAIN PROGRAMME
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H2020-EU.3.1.5. - Methods and data
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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.
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.
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.
RIA - Research and Innovation action
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Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
(opens in new window) H2020-SC1-FA-DTS-2018-2020
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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.
00014 HELSINGIN YLIOPISTO
Finland
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Participants (18)
Participation ended
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8803 RUESCHLIKON
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69117 Heidelberg
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53100 Siena
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7491 TRONDHEIM
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51005 TARTU
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8010 GRAZ
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80333 Muenchen
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02101 Espoo
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14482 POTSDAM
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02150 Espoo
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00029 Helsinki
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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.
CB2 1TN CAMBRIDGE
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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.
02114 BOSTON MA
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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.
10124 TORINO
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Participation ended
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1210 Bruxelles / Brussel
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2289 DC Rijswijk
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E1 4NS LONDON
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1000 BRUSSELS
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