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Updated: Aug 12, 2025

Generation of High-Throughput Three-Dimensional Tumor Spheroids for Drug Screening
Published on: September 5, 2018
Design of novel anti-cancer drugs targeting TRKs inhibitors based 3D QSAR, molecular docking and molecular dynamics
Mohammed Er-Rajy1, Mohamed El Fadili1, Somdutt Mujwar2
1LIMAS Laboratory, Faculty of Sciences Dhar El Mahraz, Sidi Mohamed Ben Abdellah University, Fez, Morocco.
Abstract:
Tropomyosin receptor kinase (TRK) enzymes are responsible for different types of tumors caused by neurotrophic tyrosine receptor kinase gene fusion and have been identified as an effective target for anticancer therapy. The study of the mechanism between polo-like kinase (PLKs) and pyrazol inhibitors was performed using 3D-QSAR modeling, molecular docking, and MD simulations in order to design high-activity inhibitors. The HQSAR (Q2 = 0.793, R2 = 0.917, R2ext = 0.961), CoMFA (Q2 = 0.582, R2 = 0.722, R2ext = 0.951), CoMSIA/SE (Q2 = 0.603, R2 = 0.801, R2ext = 0.849), and Topomer CoMFA (Q2 = 0.726, R2 = 0.992, R2ext = 0.717) showed good reliability and predictability. All models have been successfully tested by external validation, so all five established models are reliable. The analysis of the different contour maps of different models gives structural information to improve the inhibitory function. Molecular docking results show that the amino acids Met 592, GLU 590, LEU 657, VAL 524, and PHE 589 are the active sites of the tropomyosin receptor TRKs. The results obtained by MD showed that compound 19i could form a more stable complex protein (PDB id: 5KVT). Based on these results, we developed new compounds and their expected inhibitory activities. The results of physicochemical and ADME-Tox properties showed that the four proposed molecules are orally bioavailable, and they are not toxic in the Ames test. Thus, these results would provide modeling information that could help experimental researchers find TRK type I inhibitors more efficiently.Communicated by Ramaswamy H. Sarma.
Insights
This study developed new pyrazol inhibitors targeting tropomyosin receptor kinase (TRK) enzymes for cancer therapy. Computational models predicted high activity and oral bioavailability, offering efficient drug discovery insights.
Area of Science:
- Medicinal Chemistry
- Computational Drug Design
- Oncology
Background:
- Tropomyosin receptor kinase (TRK) enzymes, implicated in various cancers due to gene fusions, are crucial therapeutic targets.
- Developing potent and selective TRK inhibitors is essential for effective anticancer strategies.
Purpose of the Study:
- To design and identify novel pyrazol-based inhibitors with high anticancer activity against TRK enzymes.
- To elucidate the structure-activity relationships (SAR) of these inhibitors using computational methods.
Main Methods:
- Employed 3D-QSAR (HQSAR, CoMFA, CoMSIA/SE, Topomer CoMFA) for quantitative structure-activity relationship modeling.
- Utilized molecular docking and molecular dynamics (MD) simulations to analyze binding interactions and stability.
- Validated models through external validation and predicted physicochemical and ADME-Tox properties.
Main Results:
- Established highly reliable and predictable QSAR models (HQSAR: Q²=0.793, R²=0.917; Topomer CoMFA: Q²=0.726, R²=0.992).
- Identified key active site residues (Met 592, Glu 590, Leu 657, Val 524, Phe 589) for TRK inhibition.
- Compound 19i demonstrated stable complex formation with TRK (PDB ID: 5KVT); newly designed compounds showed promising predicted activity, oral bioavailability, and non-toxicity.
Conclusions:
- The developed computational models provide valuable structural insights for designing potent TRK type I inhibitors.
- The study successfully identified promising lead compounds with favorable drug-like properties for further experimental investigation.
- This research offers a rational approach to accelerate the discovery of novel TRK-targeted anticancer agents.
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