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Volume 630 Issue 8016, 13 June 2024

Complex system

Since its initial release in 2018, the AI tool AlphaFold and its 2021 update AlphaFold 2 have sparked a biological revolution, allowing researchers to predict and model the 3D structures of proteins. In this week’s issue, the teams at Google DeepMind and Isomorphic Labs present its latest iteration: AlphaFold 3. With substantial improvements to AlphaFold 2’s deep-learning architecture, AlphaFold 3 is now able to create accurate models of proteins interacting with other biological molecules, including ions, small molecules and nucleic acids such as RNA and DNA. The team notes that the new model can predict the structures of complexes across nearly all biomolecule types within the Protein Data Bank. The researchers suggest that this ability to model interactions will improve understanding of biological processes and could aid drug development.

Cover image: Adam Cain/Google DeepMind/Isomorphic Labs

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