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Topic: structural bioinformatics

Seminar
1 seminar

In Artificial Intelligence and Bio-Informatics

Seminar · Structural Biology

AI-based structural modelling of host-pathogen protein interactions

Jan Kosinski · EMBL Hamburg

Wed, Oct 7, 2026 · 13:30 UTC

Jan Kosinski explains how AlphaFold-style methods predict protein complexes and why their reliance on evolutionary information makes interactions between host and pathogen proteins especially difficult. The talk reviews large-scale studies, interpreting both successful predictions and failures rather than treating reported success rates as universal performance. It then examines ways to improve predictions through broader sampling, altered sequence alignments and experimental restraints, including crosslinking mass spectrometry, with influenza A virus as a worked research example. The session