Google DeepMind Launches Massive 1-Petabyte Database Predicting Impact of Every Possible Human Genetic Mutation
Summary
Google DeepMind launches AlphaGenome Atlas, a groundbreaking 1-petabyte database predicting the regulatory impact of all 9 billion possible human genetic mutations, now publicly accessible and already helping solve rare diseases and uncover new genetic associations.
Key Points
- Google DeepMind is launching AlphaGenome Atlas, a massive 1-petabyte database that predicts the regulatory impact of all 9 billion possible single-letter genetic changes in the human genome.
- A new AlphaGenome Variant Impact (AVI) score combines predictions for both coding and non-coding DNA regions, allowing researchers to quickly prioritize genetic variants without manually sifting through thousands of data points.
- AlphaGenome Atlas is now publicly accessible via a no-code web portal, and early use cases include solving rare diseases at the Broad Institute and uncovering 22% more non-coding genetic associations in a study of 54,000+ UK Biobank participants.