AlphaGenome Atlas: a high-resolution map of human DNA(blog.google)
591 points by utiiiD 2 days ago | 130 comments
tl;dr: Google DeepMind released AlphaGenome Atlas, a 1-petabyte database containing pre-computed predictions for the regulatory impact of all ~9 billion possible single-nucleotide variants in the human genome, generated by their AlphaGenome AI model. It introduces the AlphaGenome Variant Impact (AVI) score to rank variants across coding and non-coding regions, and has already helped researchers identify a causal DNM1 splice variant in rare disease work and uncover 22% more non-coding associations in UK Biobank BMI data. Access is via a no-code web portal.
HN Discussion:
  • Enthusiasm for the ambitious 'compute them all' approach and DeepMind's execution
  • Skepticism that AlphaGenome offers real improvements over existing SOTA models like Borzoi
  • Questioning whether this is genuinely new information or just repackaging existing API data
  • ~Concerns about missing coverage of promoter sequences and regulatory concentration dynamics
  • Practical usability feedback and questions about applying it to personal genomes