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Identification of potent EGFR inhibitors from TCM Database@Taiwan
Shun-Chieh Yang1, Su-Sen Chang, Hsin-Yi Chen
1Laboratory of Computational and Systems Biology, School of Chinese Medicine, China Medical University, Taichung, Taiwan. ycc929@MIT.EDU
Abstract:
Overexpression of epidermal growth factor receptor (EGFR) has been associated with cancer. Targeted inhibition of the EGFR pathway has been shown to limit proliferation of cancerous cells. Hence, we employed Traditional Chinese Medicine Database (TCM Database@Taiwan) (http://tcm.cmu.edu.tw) to identify potential EGFR inhibitor. Multiple Linear Regression (MLR), Support Vector Machine (SVM), Comparative Molecular Field Analysis (CoMFA), and Comparative Molecular Similarities Indices Analysis (CoMSIA) models were generated using a training set of EGFR ligands of known inhibitory activities. The top four TCM candidates based on DockScore were 2-O-caffeoyl tartaric acid, Emitine, Rosmaricine, and 2-O-feruloyl tartaric acid, and all had higher binding affinities than the control Iressa®. The TCM candidates had interactions with Asp855, Lys716, and Lys728, all which are residues of the protein kinase binding site. Validated MLR (r² = 0.7858) and SVM (r² = 0.8754) models predicted good bioactivity for the TCM candidates. In addition, the TCM candidates contoured well to the 3D-Quantitative Structure-Activity Relationship (3D-QSAR) map derived from the CoMFA (q² = 0.721, r² = 0.986) and CoMSIA (q² = 0.662, r² = 0.988) models. The steric field, hydrophobic field, and H-bond of the 3D-QSAR map were well matched by each TCM candidate. Molecular docking indicated that all TCM candidates formed H-bonds within the EGFR protein kinase domain. Based on the different structures, H-bonds were formed at either Asp855 or Lys716/Lys728. The compounds remained stable throughout molecular dynamics (MD) simulation. Based on the results of this study, 2-O-caffeoyl tartaric acid, Emitine, Rosmaricine, and 2-O-feruloyl tartaric acid are suggested to be potential EGFR inhibitors.
Insights
Traditional Chinese Medicine compounds show potential as epidermal growth factor receptor (EGFR) inhibitors. These natural compounds exhibit strong binding affinities and favorable interactions within the EGFR protein kinase domain, suggesting therapeutic possibilities.
Area of Science:
- Computational chemistry and pharmacology
- Drug discovery and development
- Traditional Chinese Medicine (TCM) research
Background:
- Epidermal growth factor receptor (EGFR) overexpression is linked to cancer development.
- Targeting the EGFR pathway is a strategy to inhibit cancer cell proliferation.
- Identification of novel EGFR inhibitors is crucial for cancer therapy.
Purpose of the Study:
- To identify potential EGFR inhibitors from the Traditional Chinese Medicine Database (TCM Database@Taiwan).
- To evaluate the binding affinities and interactions of identified TCM compounds with EGFR.
- To predict the bioactivity and structural compatibility of TCM candidates using computational models.
Main Methods:
- Utilized Multiple Linear Regression (MLR), Support Vector Machine (SVM), Comparative Molecular Field Analysis (CoMFA), and Comparative Molecular Similarities Indices Analysis (CoMSIA) models.
- Generated models using a training set of EGFR ligands with known inhibitory activities.
- Performed molecular docking and molecular dynamics (MD) simulations to assess binding and stability.
Main Results:
- Four TCM candidates (2-O-caffeoyl tartaric acid, Emitine, Rosmaricine, and 2-O-feruloyl tartaric acid) showed higher binding affinities than Iressa®.
- TCM candidates interacted with key residues (Asp855, Lys716, Lys728) in the EGFR protein kinase binding site.
- Validated MLR and SVM models predicted good bioactivity, and 3D-QSAR models confirmed favorable interactions with the EGFR binding site.
Conclusions:
- 2-O-caffeoyl tartaric acid, Emitine, Rosmaricine, and 2-O-feruloyl tartaric acid are identified as potential EGFR inhibitors.
- These TCM compounds demonstrate promising binding interactions and stability within the EGFR protein kinase domain.
- The study suggests these natural compounds as candidates for further investigation in cancer therapy.
