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AlphaMissense

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AlphaMissense
Paper summary

DeepMind's AlphaMissense is an AI model that classifies missense genetic variants as pathogenic or benign at genome scale.

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Key points
01

71M variants classified: Categorizes 89% of all 71 million possible missense variants as either likely pathogenic or likely benign, producing a comprehensive human-genome catalog.

02

Disease-cause identification: Helps pinpoint the molecular cause of genetic diseases, where missense variant interpretation is a known bottleneck in clinical genetics.

03

AlphaFold lineage: Builds on the AlphaFold family's protein-structure understanding, leveraging structural context to assess variant impact.

04

Open catalog: The full catalog is released to accelerate research in rare-disease diagnosis and drug target discovery.

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