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DeepMind releases AlphaGenome Atlas, precomputed predictions for 9 billion possible DNA variants

Google DeepMindAlphaGenome

DeepMind published the AlphaGenome Atlas, predictions for every possible single-letter change in the human genome, about 9 billion variants in a petabyte of data. A new AVI score combines AlphaGenome with AlphaMissense to rank variants in coding and non-coding DNA. It is free for academic research.

  • About 30 times the size of the AlphaFold Database.
  • Partners include the Broad Institute, University of Exeter, Boston Children's Hospital and the GREGoR Consortium.
  • Found 22% more non-coding associations in UK Biobank data, per DeepMind.
  • Commercial Atlas access is due on Google Cloud, which already offers the base model; not validated for clinical use.
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