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Shape Similarity by Fractal Dimensionality: An Application in the de novo Design of (-)-Englerin A Mimetics.

Lukas FriedrichRyan ByrneAaron TrederInderjeet SinghChristoph BauerThomas GudermannMichael Mederos Y SchnitzlerUrsula StorchGisbert Schneider
Published in: ChemMedChem (2020)
Molecular shape and pharmacological function are interconnected. To capture shape, the fractal dimensionality concept was employed, providing a natural similarity measure for the virtual screening of de novo generated small molecules mimicking the structurally complex natural product (-)-englerin A. Two of the top-ranking designs were synthesized and tested for their ability to modulate transient receptor potential (TRP) cation channels which are cellular targets of (-)-englerin A. Intracellular calcium assays and electrophysiological whole-cell measurements of TRPC4 and TRPM8 channels revealed potent inhibitory effects of one of the computer-generated compounds. Four derivatives of this identified hit compound had comparable effects on TRPC4 and TRPM8. The results of this study corroborate the use of fractal dimensionality as an innovative shape-based molecular representation for molecular scaffold-hopping.
Keyphrases
  • single cell
  • single molecule
  • high throughput
  • cell therapy
  • vascular smooth muscle cells
  • stem cells
  • machine learning
  • risk assessment
  • blood brain barrier
  • brain injury
  • bone marrow
  • cerebral ischemia