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Uschi Dolfus1, Hans Briem2, Matthias Rarey1

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Synthesia optimizes drug leads by ensuring synthetic accessibility is maintained during property modification. This novel approach enhances drug design by preserving synthetic pathways for lead structures.

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Area of Science:

  • Medicinal Chemistry
  • Computational Chemistry
  • Drug Discovery

Background:

  • Drug design often neglects synthetic feasibility, leading to compounds with poor synthetic accessibility.
  • Optimizing lead structures requires modifying properties while maintaining synthetic routes.

Purpose of the Study:

  • To introduce a novel synthesis-aware lead optimization approach called Synthesia.
  • To integrate synthetic accessibility preservation into the lead structure modification process.

Main Methods:

  • Synthesia integrates synthesizability into lead structure modification.
  • The approach generates structural diversity while preserving synthetic pathways.
  • Methodology validated using DrugBank compounds and patent structure series (CDK7, Daurismo).

Main Results:

  • Synthesia successfully generated structural analogues with maintained synthetic pathways.
  • Compounds from patent series were clustered by synthetic pathway compatibility.
  • Demonstrated improved synthetic efficiency and estimation of synthesis effort.

Conclusions:

  • Synthesia effectively modifies compound properties while maintaining in silico synthesizability.
  • The approach enhances drug design by addressing synthetic feasibility.
  • Enables efficient synthesis planning and optimization for drug candidates.