Google's AlphaGenome 2 zooms in on the cellular roots of disease
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TL;DR
- AlphaGenome 2 is a new AI model from Google DeepMind that predicts how DNA mutations affect different cell types and states.
- It offers a more detailed view than previous models, potentially revealing disease-relevant effects in specific cells.
- The model was trained on over 100 million individual cell profiles across 68 tissues.
- AlphaGenome 2 can make predictions about new cell types and biological states without retraining and identify gaps in experimental data.
- The AI's specificity is crucial for developing targeted disease treatments.
- Google is making AlphaGenome 2 available for non-commercial research via an API.
- This model is part of a broader trend of AI being used to solve major scientific and medical problems.