- Who
- Google DeepMind
- What
- unveils AlphaGenome 2, an AI model that predicts genetic variant effects across individual cell types and states
- Quote
This new @GoogleDeepMind model predicts how these specialized cells interpret DNA, turning genetic code into biological insights.
What happened
Sundar Pichai says AlphaGenome 2 predicts how DNA variants affect specific cell types, helping scientists investigate cellular drivers of disease. The Google DeepMind model predicts how specialized cells interpret DNA and builds on AlphaGenome 1.
Read next
See the full storyGoogle DeepMind Releases AlphaGenome 2 for Cell-Specific Genetic ResearchReported by 6 sources
AlphaGenome 2 is helping uncover the cellular drivers of disease, giving scientists a powerful tool to predict how DNA variants impact specific cell types.
Every cell in our body shares the same DNA blueprint, but different cell types (like heart muscle cells vs. immune cells) read that blueprint differently. This new @GoogleDeepMind model predicts how these specialized cells interpret DNA, turning genetic code into biological insights.
Building on AlphaGenome 1 this makes it significantly easier for researchers to link genetic findings to the root causes of disease in the specific cells where they actually unfold.
The story so far
Google DeepMind has released AlphaGenome 2, a model that predicts how DNA variants affect specific human cell types and states. The model is available through the AlphaGenome API for non-commercial research, while commercial research access is in a closed private preview. Google says it is intended for research and has not been validated or approved for clinical or diagnostic use. Google says AlphaGenome 2 was trained on more than 107 million cell profiles. On the TenK10K benchmark, it identified nearly twice as many causal variants as the original AlphaGenome; The Decoder reports about 30 percent for AlphaGenome 2 versus 16 percent for a fine-tuned AlphaGenome 1.
How the story developed · 2
View full event- 11/12 01:03 (UTC+8)
AlphaGenome 2 Helps Researchers Link DNA Variants to Disease Drivers This report
- 11/11 23:20 (UTC+8)Google DeepMind Announces AlphaGenome 2 for Cell-Specific DNA Variant PredictionGoogle DeepMind