In silico drug discovery of SIRT2 inhibitors from natural source as anticancer agents

Mahmoud A A Ibrahim1, Khlood A A Abdeljawaad2, Eslam Roshdy3,4

  • 1Computational Chemistry Laboratory, Chemistry Department, Faculty of Science, Minia University, Minia, 61519, Egypt. m.ibrahim@compchem.net.

Scientific Reports
|February 7, 2023
PubMed

Insights

Researchers identified three natural compounds as potential inhibitors for Sirtuin 2 (SIRT2), a protein linked to cancer. These compounds show promise for further investigation in drug discovery for cancer therapies.

Area of Science:

  • Biochemistry
  • Molecular Biology
  • Pharmacology

Background:

  • Sirtuin 2 (SIRT2) is an NAD+-dependent lysine deacylase involved in various biological processes.
  • Dysregulation of SIRT2 activity is implicated in several types of cancer.
  • Developing potent SIRT2 inhibitors is a key goal in cancer drug discovery.

Purpose of the Study:

  • To identify novel SIRT2 inhibitors from the Natural Products Atlas (NPAtlas) database using in silico methods.
  • To evaluate the binding affinity and stability of potential inhibitors through molecular dynamics simulations.
  • To assess the drug-likeness and pharmacokinetic properties of identified compounds.

Main Methods:

  • In silico screening of the NPAtlas database for potential SIRT2 inhibitors.
  • Molecular docking to predict ligand-SIRT2 binding modes.
  • Molecular dynamics (MD) simulations and MM-GBSA binding energy calculations.
  • Assessment of drug-likeness and pharmacokinetic characteristics.

Main Results:

  • Three NPAtlas compounds (NPA009578, NPA006805, NPA001884) exhibited superior binding energy to SIRT2 compared to the native ligand.
  • These compounds demonstrated stability over a 200 ns MD simulation.
  • Predicted drug-likeness and pharmacokinetic profiles suggest robust bioavailability.

Conclusions:

  • NPA009578, NPA006805, and NPA001884 are proposed as potent SIRT2 inhibitors.
  • These compounds warrant further in vitro and in vivo investigation for cancer therapy development.
  • The study highlights the utility of in silico approaches in natural product-based drug discovery.

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