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Google DeepMind's AlphaFold successor predicts how 71M mutations cause disease

Sep 20, 2023 - endpts.com
Google DeepMind has developed a new AI system, AlphaMissense, that can predict the likelihood of millions of genetic variants causing disease. This technology is a follow-up to its predecessor, AlphaFold, which was designed to predict protein structures. AlphaMissense was revealed in a recent Science paper, where it demonstrated predictions on 71 million missense mutations, each representing a single letter change in an amino acid that composes a protein sequence.

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Key takeaways:

  • Google DeepMind has developed an AI system named AlphaMissense that can predict the likelihood of genetic variants causing disease.
  • AlphaMissense is the follow-up to AlphaFold, which was designed to predict protein structures.
  • The technology was unveiled in a Science paper published Tuesday, featuring predictions on 71 million missense mutations.
  • A missense mutation is a change of a single letter in an amino acid that makes up a protein sequence.
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