DeepMind unveils AlphaGenome 2, trained on 107M cell profiles to predict DNA mutation effects
Dr_Singularity · x · 2026-11-12
Google DeepMind announced AlphaGenome 2, a next-generation DNA sequence model it calls a major leap for AI-powered genetics.
- Trained on over 107 million individual cell profiles, it predicts how DNA mutations influence gene activity across hundreds of human cell types
- Identifies nearly twice as many gene-regulating variants as its predecessor
- Can analyze previously unseen cell states without retraining, showing how different cells interpret the same genetic instructions
- Aimed at accelerating discovery of disease-causing mutations and new therapeutic targets in cancer, rare disorders, and personalized medicine
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