An evaluation of indirubin analogues as phosphorylase kinase inhibitors

J Mol Graph Model. 2015 Sep:61:231-42. doi: 10.1016/j.jmgm.2015.07.010. Epub 2015 Aug 3.

Abstract

Phosphorylase kinase (PhK) has been linked with a number of conditions such as glycogen storage diseases, psoriasis, type 2 diabetes and more recently, cancer (Camus et al., 2012 [6]). However, with few reported structural studies on PhK inhibitors, this hinders a structure based drug design approach. In this study, the inhibitory potential of 38 indirubin analogues have been investigated. 11 of these ligands had IC50 values in the range 0.170-0.360μM, with indirubin-3'-acetoxime (1c) the most potent. 7-Bromoindirubin-3'-oxime (13b), an antitumor compound which induces caspase-independent cell-death (Ribas et al., 2006 [20]) is revealed as a specific inhibitor of PhK (IC50=1.8μM). Binding assay experiments performed using both PhK-holo and PhK-γtrnc confirmed the inhibitory effects to arise from binding at the kinase domain (γ subunit). High level computations using QM/MM-PBSA binding free energy calculations were in good agreement with experimental binding data, as determined using statistical analysis, and support binding at the ATP-binding site. The value of a QM description for the binding of halogenated ligands exhibiting σ-hole effects is highlighted. A new statistical metric, the 'sum of the modified logarithm of ranks' (SMLR), has been defined which measures performance of a model for both the "early recognition" (ranking earlier/higher) of active compounds and their relative ordering by potency. Through a detailed structure activity relationship analysis considering other kinases (CDK2, CDK5 and GSK-3α/β), 6'(Z) and 7(L) indirubin substitutions have been identified to achieve selective PhK inhibition. The key PhK binding site residues involved can also be targeted using other ligand scaffolds in future work.

Keywords: Glycogen phosphorylase; Indirubins; Kinase inhibitors; QM/MM-PBSA; Sigma-hole; Type 2 diabetes.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Amino Acid Motifs
  • Binding Sites
  • Cyclin-Dependent Kinase 2 / chemistry
  • Cyclin-Dependent Kinase 5 / chemistry
  • Glycogen Synthase Kinase 3 / chemistry
  • Glycogen Synthase Kinase 3 beta
  • High-Throughput Screening Assays
  • Humans
  • Hypoglycemic Agents / chemistry*
  • Indoles / chemistry*
  • Ligands
  • Molecular Docking Simulation
  • Molecular Sequence Data
  • Oximes / chemistry*
  • Phosphorylase Kinase / antagonists & inhibitors*
  • Phosphorylase Kinase / chemistry
  • Protein Binding
  • Protein Kinase Inhibitors / chemistry*
  • Protein Structure, Secondary
  • Protein Structure, Tertiary
  • Structure-Activity Relationship
  • Thermodynamics
  • User-Computer Interface

Substances

  • 7-bromoindirubin-3'-oxime
  • Hypoglycemic Agents
  • Indoles
  • Ligands
  • Oximes
  • Protein Kinase Inhibitors
  • Phosphorylase Kinase
  • Cyclin-Dependent Kinase 5
  • Glycogen Synthase Kinase 3 beta
  • CDK2 protein, human
  • CDK5 protein, human
  • Cyclin-Dependent Kinase 2
  • Glycogen Synthase Kinase 3
  • glycogen synthase kinase 3 alpha
  • indirubin