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.

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.