Pharmacophore-Based Virtual Screening to Discover New Active Compounds for Human Choline Kinase α1

Mol Inform. 2015 Jun;34(6-7):458-66. doi: 10.1002/minf.201400140. Epub 2015 Jun 18.

Abstract

Choline kinase (CK) catalyses the transfer of the ATP γ-phosphate to choline to generate phosphocholine and ADP in the presence of magnesium leading to the synthesis of phosphatidylcholine. Of the three isoforms of CK described in humans, only the α isoforms (HsCKα) are strongly associated with cancer and have been validated as drug targets to treat this disease. Over the years, a large number of Hemicholinium-3 (HC-3)-based HsCKα biscationic inhibitors have been developed though the relevant common features important for the biological function have not been defined. Here, selecting a large number of previous HC-3-based inhibitors, we discover through computational studies a pharmacophore model formed by five moieties that are included in the 1-benzyl-4-(N-methylaniline)pyridinium fragment. Using a pharmacophore-guided virtual screening, we then identified 6 molecules that showed binding affinities in the low μM range to HsCKα1. Finally, protein crystallization studies suggested that one of these molecules is bound to the choline and ATP-binding sites. In conclusion, we have developed a pharmacophore model that not only allowed us to dissect the structural important features of the previous HC-3 derivatives, but also enabled the identification of novel chemical tools with good ligand efficiencies to investigate the biological functions of HsCKα1.

Keywords: Binding; Choline kinase; Crystallization; Hits; Pharmacophore model; Tryptophan fluorescence; Virtual screening.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Antineoplastic Agents / chemistry*
  • Choline Kinase* / antagonists & inhibitors
  • Choline Kinase* / chemistry
  • Drug Screening Assays, Antitumor
  • Enzyme Inhibitors / chemistry*
  • Humans
  • Isoenzymes / antagonists & inhibitors
  • Isoenzymes / chemistry
  • Models, Molecular*
  • Neoplasm Proteins* / antagonists & inhibitors
  • Neoplasm Proteins* / chemistry
  • Neoplasms / drug therapy
  • Neoplasms / enzymology*

Substances

  • Antineoplastic Agents
  • Enzyme Inhibitors
  • Isoenzymes
  • Neoplasm Proteins
  • CHKA protein, human
  • Choline Kinase