Unveiling the TP5 dual binding mechanism and structure-based search for potential dual inhibitors of tubulin and

Constanza Galaz-Araya1, Osvaldo Yáñez2, Manuel Osorio3,4

  • 1Departamento de Físico-Química, Facultad de Ciencias Químicas, Universidad de Concepción, Chile.

Insights

This study identifies novel dual inhibitors targeting both microtubule dynamics and immune checkpoints for cancer therapy. Computational methods revealed promising compounds with potential for further development as anticancer agents.

Area of Science:

  • Oncology
  • Computational Chemistry
  • Drug Discovery

Background:

  • Dual inhibition of microtubule dynamics and immune checkpoint signaling offers a promising cancer therapy strategy.
  • Alpha-beta tubulin (αβ-tubulin) and dimeric programmed death-ligand 1 (dPD-L1) are key targets in cancer due to their roles in tumor growth and immune evasion.

Purpose of the Study:

  • To identify novel dual inhibitors targeting both αβ-tubulin and dPD-L1 using an integrative computational approach.
  • To gain structural insights into the binding modes of known and potential dual inhibitors.

Main Methods:

  • Screening of ~14,000 compounds using molecular docking, molecular dynamics (MD) simulations, and MM-GBSA binding energy calculations.
  • Utilizing a library from ChEMBL and generative neural networks, focusing on key structural fragments for both targets.
  • Assessing pharmacological potential through ADMET and chemical space analysis.

Main Results:

  • Detailed structural insights into the binding of reference compound TP5 to both αβ-tubulin and dPD-L1 were elucidated.
  • Several novel compounds, including frag2_571, frag2_3214, frag2_3522, frag2_8390, frag2_8592, and bf_1, showed superior binding energies and stable dual-target interactions compared to TP5.
  • ADMET predictions indicated favorable pharmacological profiles for the newly identified compounds.

Conclusions:

  • The study successfully identified promising novel dual inhibitors of αβ-tubulin and dPD-L1.
  • Fragment-based and AI-guided drug design approaches are effective for discovering multitarget anticancer agents.
  • The identified compounds represent valuable scaffolds for further optimization and preclinical evaluation.

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