AI Design of NativeLink Bioconjugation Enzymes to Increase Effectiveness and Lower Systemic Toxicity

  • Leveraging experiment-informed AI design of enzymes that provide site-specific conjugation to native antibodies that create homogeneous ADCs and AOCs of uniform DAR and increased stability.
  • Understanding stability improvements over traditional maleimides that cause premature payload release, yielding ADCs with greater efficacy and lower systemic toxicity than approved ADCs, applicable to both single- and dual-payload formats.
  • Building massive enzyme specificity datasets and AI-guided design strategies to design tunable linkers cleavage motifs for tumor-selective payload release.