GenDrug
Financiado
Genetically anchored drug target discovery for neglected diseases
There are thousands of common non-communicable diseases (NCDs) that lack safe and effective drugs despite accounting for most health care expenses and years lived with disability. Me and my team will address this unmet clinical ne...
There are thousands of common non-communicable diseases (NCDs) that lack safe and effective drugs despite accounting for most health care expenses and years lived with disability. Me and my team will address this unmet clinical need by developing innovative algorithms that generate and integrate evidence from massive scale genomic studies with real-world data based on millions of patients from electronic health records (EHRs) to identify potent drug targets and opportunities for drug repurposing. To achieve this aim, we will 1) harness ethnically diverse biobanks (>500,000 participants) with whole-exome/genome sequencing and EHR linkage powered by deep learning models to gain new insights into the aetiology of neglected NCDs that are needed for rational drug design, 2) create a genetically anchored biomedical knowledge graph that incorporates rich functional genomic data from single-cell studies with drug characteristics to predict promising drug targets using deep graph neural networks, and 3) establish convergence of genetic and real-world evidence of proposed drug targets by emulating clinical trials in multiple large EHR datasets (>50 million patients). Unique access to diverse hospital cohorts and a clinical trial unit at one of the largest European hospitals, the Charité Universitätsmedizin Berlin, will further accelerate clinical translation for selected examples. With GenDrug, we aim to build a community resource to enable and accelerate drug development using ‘big data’ for hundreds to thousands of diseases that currently lack safe and effective treatments.
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Duración del proyecto: 60 meses
Fecha Inicio: 2024-02-13
Fecha Fin: 2029-02-28
Fecha Fin: 2029-02-28
Línea de financiación: concedida
El organismo HORIZON EUROPE notifico la concesión del proyecto el día 2024-02-13
Línea de financiación objetivo
El proyecto se financió a través de la siguiente ayuda:
ERC-2023-STG:
ERC STARTING GRANTS
Cerrada
hace 2 años
Presupuesto
El presupuesto total del proyecto asciende a
1M€
Líder del proyecto
CHARITE UNIVERSITAETSMEDIZIN BERLIN
No se ha especificado una descripción o un objeto social para esta compañía.
Perfil tecnológico
TRL
4-5
Perfil tecnológico
TRL
4-5