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Deacetylation Assays to Unravel the Interplay between Sirtuins SIRT2 and Specific Protein-substrates
Published on: February 27, 2016
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.
Abstract:
Sirtuin 2 (SIRT2) is a member of the sirtuin protein family, which includes lysine deacylases that are NAD+-dependent and organize several biological processes. Different forms of cancer have been associated with dysregulation of SIRT2 activity. Hence, identifying potent inhibitors for SIRT2 has piqued considerable attention in the drug discovery community. In the current study, the Natural Products Atlas (NPAtlas) database was mined to hunt potential SIRT2 inhibitors utilizing in silico techniques. Initially, the performance of the employed docking protocol to anticipate ligand-SIRT2 binding mode was assessed according to the accessible experimental data. Based on the predicted docking scores, the most promising NPAtlas molecules were selected and submitted to molecular dynamics (MD) simulations, followed by binding energy computations. Based on the MM-GBSA binding energy estimations over a 200 ns MD course, three NPAtlas compounds, namely NPA009578, NPA006805, and NPA001884, were identified with better ΔGbinding towards SIRT2 protein than the native ligand (SirReal2) with values of - 59.9, - 57.4, - 53.5, and - 49.7 kcal/mol, respectively. On the basis of structural and energetic assessments, the identified NPAtlas compounds were confirmed to be steady over a 200 ns MD course. The drug-likeness and pharmacokinetic characteristics of the identified NPAtlas molecules were anticipated, and robust bioavailability was predicted. Conclusively, the current results propose potent inhibitors for SIRT2 deserving more in vitro/in vivo investigation.
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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