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Deciphering the Structural Effects of Activating EGFR Somatic Mutations with Molecular Dynamics Simulation
Published on: May 20, 2020
Computational investigation of Moringa oleifera phytochemicals targeting EGFR: molecular docking, molecular dynamics
Muhammad Abrar Yousaf1,2, Sadia Anjum Anwer2, Shefin Basheera3
1Section of Biology and Genetics, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Verona, Italy.
Abstract:
Epidermal growth factor receptor (EGFR) is a prominent target for anticancer therapy due to its role in activating several cell signaling cascades. Clinically approved EGFR inhibitors are reported to show treatment resistance and toxicity, this study, therefore, investigates Moringa oleifera phytochemicals to find potent and safe anti-EGFR compounds. For that, phytochemicals were screened based on drug-likeness and molecular docking analysis followed by molecular dynamics simulation, density functional theory analysis and ADMET analysis to identify the effective inhibitors of EGFR tyrosine kinase (EGFR-TK) domain. Known EGFR-TK inhibitors (1-4 generations) were used as control. Among 146 phytochemicals, 136 compounds showed drug-likeness, of which Delta 7-Avenasterol was the most potential EGFR-TK inhibitor with a binding energy of -9.2 kcal/mol followed by 24-Methylenecholesterol (-9.1 kcal/mol), Campesterol (-9.0 kcal/mol) and Ellagic acid (-9.0 kcal/mol). In comparison, the highest binding affinity from control drugs was displayed by Rociletinib (-9.0 kcal/mol). The molecular dynamics simulation (100 ns) exhibited the structural stability of native EGFR-TK and protein-inhibitor complexes. Further, MM/PBSA computed the binding free energies of protein complex with Delta 7-Avenasterol, 24-Methylenecholesterol, Campesterol and Ellagic acid as -154.559 ± 18.591 kJ/mol, -139.176 ± 19.236 kJ/mol, -136.212 ± 17.598 kJ/mol and -139.513 ± 23.832 kJ/mol, respectively. Non-polar interactions were the major contributors to these energies. The density functional theory analysis also established the stability of these inhibitor compounds. ADMET analysis depicted acceptable outcomes for all top phytochemicals without displaying any toxicity. In conclusion, this report has identified promising EGFR-TK inhibitors to treat several cancers that can be further investigated through laboratory and clinical tests.
Insights
Moringa oleifera phytochemicals show promise as safe and potent inhibitors of the epidermal growth factor receptor tyrosine kinase (EGFR-TK), offering potential new cancer treatments. Delta 7-Avenasterol emerged as a leading compound, demonstrating significant binding affinity and stability.
Area of Science:
- Computational chemistry and drug discovery
- Molecular modeling and simulation
- Pharmacology and natural product chemistry
Background:
- Epidermal growth factor receptor (EGFR) is a key target in anticancer therapy.
- Existing EGFR inhibitors face challenges with resistance and toxicity.
- Moringa oleifera phytochemicals are explored as potential alternative therapeutic agents.
Purpose of the Study:
- To identify potent and safe anti-EGFR compounds from Moringa oleifera phytochemicals.
- To evaluate the inhibitory potential of these compounds against the EGFR tyrosine kinase (EGFR-TK) domain.
Main Methods:
- Phytochemical screening based on drug-likeness.
- Molecular docking, molecular dynamics simulations, and density functional theory analysis.
- Absorption, Distribution, Metabolism, Excretion, and Toxicity (ADMET) analysis.
Main Results:
- 136 out of 146 screened Moringa oleifera phytochemicals exhibited drug-likeness.
- Delta 7-Avenasterol showed the highest binding affinity (-9.2 kcal/mol), followed by 24-Methylenecholesterol, Campesterol, and Ellagic acid.
- Molecular dynamics and MM/PBSA calculations confirmed the stability and strong binding free energies of these compounds.
- ADMET analysis indicated acceptable safety profiles for the top identified phytochemicals.
Conclusions:
- Moringa oleifera contains promising compounds, particularly Delta 7-Avenasterol, that can effectively inhibit EGFR-TK.
- These identified phytochemicals represent potential lead compounds for developing novel, safer anticancer therapies.
- Further laboratory and clinical investigations are warranted to validate these findings.
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