Google Deepmind's AlphaGenome 2 boosts single cell genomics AI
google deepmind releases alphagenome 2, an ai model that predicts gene changes in specific human cell types, finding nearly twice as many relevant gene variants as its predecessor. this helps researchers uncover cellular drivers of disease.
google deepmind released alphagenome 2, an ai model for genomics research that predicts the effects of genetic variants on specific human cell types. it analyzes individual cell states and computes gene activity, physical dna packaging, and chemical switches on the dna. trained on over 107 million individual cell profiles from 68 tissues, it finds nearly twice as many relevant gene variants as its predecessor. this model helps researchers uncover the cellular drivers of disease and can infer missing data from a single measurement. alphagenome 2 is now available for noncommercial research.