Greiff Lab

University of Oslo

- · Norway

ERC-funded
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Research focus

ERC Consolidator Grant · 2023

Learning the interaction rules of antibody-antigen binding

Antibody-antigen binding is the basis of two fundamental biotherapeutic pillars: monoclonal antibodies (1) and vaccines (2). To accelerate therapeutics discovery, we need to perform antibody (Ab) and antigen (Ag) design in silico. Specifically, we need to address a fundamental immuno-biotechnological challenge: understanding the interaction rules that predict Ab-Ag binding. Solving this challenge demands the convergence of biotechnology, computational structural biology, and machine learning (ML). My lab is one of the few worldwide to have this transdisciplinary expertise. Research problem: Currently, the predictive performance of Ab-Ag binding is poor, and an understanding of the…

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