Generation method

Design protein or antibody sequences for a structured complex

Choose ProteinMPNN, SolubleMPNN, LigandMPNN, or the antibody-specific AbMPNN model; generate sequence candidates for a full backbone or atomic-context complex, preserve chosen positions, and compare recovery, mutations, and model confidence.

Method details

Input checks

  • Complete full-backbone PDB coordinates
  • Standard method: one or more designable protein chains
  • LigandMPNN: non-water atomic context for a ligand, nucleic acid, metal, cofactor, or other molecule
  • AbMPNN: one heavy chain and an optional distinct light chain
  • Up to 2 structures and 2,000 total residues per analysis

Expected results

  • Ranked sequence designs — Compare model score or confidence, atomic-context confidence where applicable, and sequence recovery.
  • Chain-resolved sequences and roles — Review designed chains without losing fixed context; AbMPNN results retain explicit heavy/light roles.
  • Exact mutation list — Inspect residue changes using both sequence and PDB residue positions.
Example results
Checking your workspace access…
Ubi Biologics