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We’re excited to introduce Origin-1: a generative AI platform for de novo antibody design against "zero-prior" epitopes.
Origin-1 has been successfully validated against four targets: COL6A3, AZGP1, CHI3L2, and IL36RA
Key Highlights:
-Fewer than 100 design attempts per target
-Binding, developability, and ~100 nM functional potency confirmed across 5+ -orthogonal assays
-Atomic accuracy confirmed by cryo-EM
Our approach addresses a critical challenge in therapeutic discovery: designing antibodies for "zero-prior'"epitopes, which we define as target sites lacking structural data from reported antibody-antigen or protein-protein complexes involving the target.
To our knowledge, this is the first demonstration of de novo design of full-length monoclonal antibodies (mAbs) against "zero-prior" epitopes with atomically accurate complex structures and functional activity.
Read the preprint: absci.com/denovo/
Access our data: github.com/AbSciBio/origi…
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