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Identification of Mediators of T-cell Receptor Signaling via the Screening of Chemical Inhibitor Libraries
Published on: January 22, 2019
Identification of receptor-interacting protein kinase 3 inhibitor for atherosclerosis
Angneh Ngoruh1, Ananya Anurag Anand2, Rik Ganguly1
1Department of Biotechnology & Bioinformatics, North-Eastern Hill University, Shillong, Meghalaya.
Abstract:
Cardiovascular diseases are the major cause of death worldwide. Atherosclerosis is a chronic inflammatory condition characterized by the accumulation of atherosclerotic plaques in the artery walls of medium and large arteries. Receptor-interacting protein kinase 3 (RIPK3) plays a major role in the development and instability of atherosclerotic plaque. Targeting RIPK3 is a promising therapeutic approach, as current inhibitors have reported side effects and lack specificity. In order to identify new and targeted RIPK3 inhibitors, this study focused on computational approach using methods such as virtual screening with essential descriptors such as drug-likeness and pharmacokinetic properties and docking studies. Three top compounds viz. ZINC96307758, ZINC96136342 and ZINC40012267 were identified that exhibit better binding scores compared to the reference inhibitor GSK843. Further analysis using density functional theory showed that the top compound was more reactive and stable compared to GSK843. The two complexes RIPK3-ZINC40012267 and RIPK3-ZINC96307758 showed the best stability, based on molecular dynamics simulations, as shown by its favorable free energy landscape and low RMSD and RMSF values. Strong binding free energy for the top hits was validated by MMPBSA calculations. Our results point to ZINC40012267 and ZINC96307758 as a particularly strong and stable RIPK3 inhibitor candidate, wet bench experimental validations are required to establish this finding.
Insights
Computational methods identified ZINC40012267 and ZINC96307758 as promising inhibitors of Receptor-interacting protein kinase 3 (RIPK3). These compounds show potential for treating atherosclerosis, a major cause of cardiovascular disease.
Area of Science:
- Biochemistry
- Computational Chemistry
- Pharmacology
Background:
- Cardiovascular diseases are a leading global cause of mortality.
- Atherosclerosis, characterized by arterial plaque buildup, is a chronic inflammatory condition.
- Receptor-interacting protein kinase 3 (RIPK3) is implicated in atherosclerotic plaque development and instability.
Purpose of the Study:
- To identify novel, targeted inhibitors of RIPK3 for potential atherosclerosis therapy.
- To overcome limitations of existing RIPK3 inhibitors, such as side effects and lack of specificity.
Main Methods:
- Virtual screening incorporating drug-likeness and pharmacokinetic properties.
- Molecular docking studies to assess binding affinity.
- Density functional theory (DFT) for reactivity and stability analysis.
- Molecular dynamics (MD) simulations and MMPBSA calculations for complex stability and binding free energy.
Main Results:
- Three compounds (ZINC96307758, ZINC96136342, ZINC40012267) showed superior binding scores compared to the reference inhibitor GSK843.
- ZINC40012267 demonstrated enhanced reactivity and stability via DFT analysis.
- MD simulations indicated high stability for RIPK3-ZINC40012267 and RIPK3-ZINC96307758 complexes, supported by MMPBSA validation.
Conclusions:
- ZINC40012267 and ZINC96307758 are identified as potent and stable RIPK3 inhibitor candidates.
- These compounds represent promising therapeutic leads for atherosclerosis.
- Further experimental validation is necessary to confirm these computational findings.
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