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Image Credit: Arxiv

Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding

  • Antibody design is challenging for complex antigens with diverse binding interfaces.
  • Current computational methods face limitations in capturing geometric features and generalizing novel antigen interfaces.
  • AbMEGD is a new framework proposed to address these challenges by integrating Multi-scale Equivariant Graph Diffusion models.
  • Experiments show AbMEGD's improved amino acid recovery, percentage improvement, and reduced root mean square deviation, establishing a new benchmark for antibody design.

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