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Metabolomics-driven Molecular Source Analysis for personalized medicine in children

Objective

While recent advent empowered the new reality of holistic metabolic phenotyping, we are currently still unable to accurately determine the source(s) of the underlying metabolites. This is undoubtedly the main stumbling block in inferring causality to new biomarkers for disease prevention, prediction, and prognosis, particularly given the rapidly increasing burden of metabolic diseases. At the same time, conventional metabolomics methods do not meet the requirements for adoption in clinical practice. MeMoSA will address these issues by unraveling the source hierarchy of the gastrointestinal metabolome, ultimately enabling effective personalized treatments through longitudinal source modulation and follow-up. First, two workflows for 1. high-throughput comprehensive 2D metabolomics and lipidomics and, 2. rapid clinically applicable ambient ionization metabotyping, will be developed. Second, molecular fingerprints of our unique deeply phenotyped pediatric cohorts (1.5k children) will be generated and advanced machine learning algorithms will be used to predict metabolite abundances based on their sources, i.e. diet, lifestyle, anthropometrics, microbiome, drug intake, psychological factors, clinical markers, etc. Third, a combination of in vitro digestions, in vivo humanized mice, and in silico experiments with selected source variables will be designed to contribute to our understanding of source-metabolite causality. These mechanistic insights will be used to build dedicated intervention trials in children with specific source-dominated metabotypes. MeMoSA will lay the foundation for integrating metabolomics into personalized and preventive medicine in children through (i) better prediction of individual metabotypes in relation to health; (ii) in-depth insight into metabolite sources, which will foster a framework for biomarker qualification and unraveling disease etiology; (iii) greater treatment efficacy through dedicated metabolome-driven source modulation.

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Keywords

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Programme(s)

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Topic(s)

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Funding Scheme

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HORIZON-ERC - HORIZON ERC Grants

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Call for proposal

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(opens in new window) ERC-2023-COG

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Host institution

UNIVERSITEIT GENT
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.

€ 1 999 763,00
Address
SINT PIETERSNIEUWSTRAAT 25
9000 GENT
Belgium

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Region
Vlaams Gewest Prov. Oost-Vlaanderen Arr. Gent
Activity type
Higher or Secondary Education Establishments
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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.

€ 1 999 763,00

Beneficiaries (1)

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