AlphaGenome 2 details: zooming from tissue averages to single cell types and states
Dr_Singularity · x · 2026-11-12
A repost sharing DeepMind's official blog on AlphaGenome 2 with added detail:
- The model bridges single-cell biology and human genetics, predicting how DNA variants affect specific human cell types
- Zooms in from broad tissue averages to individual cell types and cell states, with a redesigned architecture delivering a step-change in variant prediction
- Surfaces variant effects in disease-relevant cells that broad-tissue models would miss
- Follows AlphaGenome Atlas, which already covers predictions for all 9 billion single-letter genome changes
- Targets variant interpretation for rare diseases, complex traits, and fundamental biology
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