In Silico Target Druggability Assessment: From Structural to Systemic Approaches

Methods Mol Biol. 2019:1953:63-88. doi: 10.1007/978-1-4939-9145-7_5.

Abstract

This chapter will focus on today's in silico direct and indirect approaches to assess therapeutic target druggability. The direct approach tries to infer from the 3D structure the capacity of the target protein to bind small molecule in order to modulate its biological function. Algorithms to recognize and characterize the quality of the ligand interaction sites whether within buried protein cavities or within large protein-protein interface will be reviewed in the first part of the paper. In the case a ligand-binding site is already identified, indirect aspects of target druggability can be assessed. These indirect approaches focus first on target promiscuity and the potential difficulties in developing specific drugs. It is based on large-scale comparison of protein-binding sites. The second aspect concerns the capacity of the target to induce resistant pathway once it is inhibited or activated by a drug. The emergence of drug-resistant pathways can be assessed through systemic analysis of biological networks implementing metabolism and/or cell regulation signaling.

Keywords: Drug targets; Druggability; Flo-QXP; Hot spots; Pocket finder; Protein cavity; Structure superimposition; Target promiscuity.

MeSH terms

  • Algorithms
  • Binding Sites / drug effects
  • Computer Simulation
  • Computer-Aided Design
  • Drug Design
  • Drug Discovery / methods*
  • Humans
  • Ligands
  • Molecular Docking Simulation
  • Protein Binding / drug effects
  • Protein Conformation / drug effects
  • Protein Interaction Maps / drug effects
  • Proteins / chemistry
  • Proteins / metabolism*
  • Small Molecule Libraries / chemistry
  • Small Molecule Libraries / pharmacology
  • Software*
  • Thermodynamics

Substances

  • Ligands
  • Proteins
  • Small Molecule Libraries