AI Research Atlas

AlphaProteo

Google DeepMind · 5 September 2024

AlphaProteo is an AI designer of de novo protein binders with 3 to 300 times better affinity than prior methods on seven targets, and the first AI binder for VEGF-A.

Trained on PDB plus 100M+ AlphaFold structures. Lab hit rates ranged 9% to 88% by target. Binders against VEGF-A, SARS-CoV-2 spike, BHRF1, PD-L1 and others; Francis Crick Institute researchers validated some interactions.

Date
Thursday, 5 September 2024
Lab
Google DeepMind
Kind
model
Access
research preview

Figures

MeasureValueMeasured by
Binding affinity vs best prior methods3x to 300x
seven targets; hit rates 9-88%
company

Research system; no public release stated in the announcement.

Sources

  1. deepmind.google/blog/alphaproteo-generates-novel-proteins-for-biology-and-health-research/

This record was checked against its sources on 6 October 2026. How we check

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