Alphabet-owned AI company DeepMind has released an updated version of its AI system, AlphaFold, which can accurately predict the structures of proteins and other biological molecules. The system is leveraged by DeepMind's spin-off company, Isomorphic Labs for drug discovery.
The updated AlphaFold can predict the structures of proteins without any reference protein, whereas the previous versions required a docking protein to carry out these functions. In addition, this version can predict ligands, nucleic acids, and post-translational modifications. This can aid in drug discovery by identifying and designing new molecules with therapeutic potential.
DeepMind claims that its new AlphaFold model outperforms previous versions and shows the potential for AI to enhance scientific understanding of the human body's molecular machines. However, the system still falls short in predicting the structures of RNA molecules.
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