Google DeepMind Unveils AlphaGenome 2 to Predict Gene Changes in Specific Cell Types
Source The Decoder
At a glance
Google DeepMind has released AlphaGenome 2, an AI model that predicts gene changes in specific human cell types. It finds nearly twice as many relevant gene variants as its predecessor. It is currently available only for noncommercial research.
Key points
Every cell has the same DNA, but different cell types switch different genes on or off.
The model takes a DNA sequence and a specific cell state as input and calculates the effect on that cell.
It also predicts how DNA is packed inside the nucleus and DNA methylation, chemical tags that switch genes off or on.
It was trained on over 107 million individual cell profiles from 68 tissues.
Why it matters
It could help researchers find the cells and genes behind diseases. It may also help them decide which lab experiments to run next.
Original article
Google Deepmind shifts genomics AI from bulk tissue predictions to single cell type resolution with AlphaGenome 2
The Decoder · Nov 12, 2026, 9:09 PM GMT+9 · the-decoder.com
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