DeepMind’s new genome ‘atlas’ charts effects of all 9 billion human gene mutations
Google DeepMind says the atlas lets researchers rank variants with an AVI score and search predictions from a 1 petabyte dataset.
- On Tuesday, Google DeepMind released the AlphaGenome Atlas, a database containing a "predictive map of every possible DNA letter change in the human genome" to accelerate biological research and disease treatment development.
- Building on the AlphaGenome model released last year, the project draws inspiration from AlphaFold, the protein-structure prediction tool that earned Demis Hassabis and John Jumper the 2024 Nobel Prize in Chemistry.
- Google researchers also introduced the AlphaGenome Variant Impact score, a metric that ranks mutations by their potential biological effect to help scientists prioritize variants for closer study.
- Molecular biologist Julia Zeitlinger of the Stowers Institute for Medical Research noted the work "gives us a searchable dictionary for non-coding DNA," allowing researchers to bypass painstaking manual computation.
- While the database remains free for non-commercial use, commercial entities must license the 1-petabyte dataset, which provides predictions for roughly 9 billion potential single-letter DNA substitutions.
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Google DeepMind publishes AI-powered predictions for the effect of all 9 billion possible single-point mutations to human DNA
Atlas, DeepMind's comprehensive catalogue of predicted DNA mutation effects, could help scientists unlock the cause of rare genetic diseases and help them find cures.
Google’s Atlas of the human genome could pave the way for new treatments
Google DeepMind has unveiled an AI tool that its scientists claim could help unravel the mysteries of the human genome and transform our understanding of biology, accelerating scientific research and ultimately paving the way for new treatments for diseases. The platform, called AlphaGenome Atlas, contains a "predictive map of every possible DNA letter change in […]
DeepMind’s new genome ‘atlas’ charts effects of all 9 billion human gene mutations
Nature, Published online: 08 September 2026; doi:10.1038/d41586-026-02835-4AI model AlphaGenome forecasts the consequences of altering every single DNA letter in the human genome.
Google launches an artificial intelligence platform to study patterns of changes in the human genome and DNA
Google’s DeepMind lab has launched its artificial intelligence-powered Atlas platform that should help scientists unravel the mysteries of the human genome. Developers say Atlas will transform current understanding of biology, accelerate scientific research and pave the way for new treatments for disease. The researchers claim that the proposed platform contains “Predictive map of every possible […]
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