Design of new Mcl-1 inhibitors for cancer using fragments hybridization, molecular docking, and molecular dynamics
Abdulrahim A Alzain1, Fatima A Elbadwi1, Rua M Mukhtar1
1Department of Pharmaceutical Chemistry, Faculty of Pharmacy, University of Gezira, Wad Madani, Sudan.
Abstract:
Apoptosis is a critical process that regulates cell survival and death and plays an essential role in cancer development. The Bcl-2 protein family, including myeloid leukemia 1 (Mcl-1), is a key regulator of the intrinsic apoptosis pathway, and its overexpression in many human cancers has prompted efforts to develop Mcl-1 inhibitors as potential anticancer agents. In this study, we aimed to design new Mcl-1 inhibitors using various computational techniques. First, we used the Mcl-1 receptor-ligand complex to build an e-pharmacophore hypothesis and screened a library of 567,000 fragments from the Enamine database. We obtained 410 fragments and used them to design 92,384 novel compounds, which we then docked into the Mcl-1 binding cavity using HTVS, SP, and XP docking modes of Glide. To assess their suitability as drug candidates, we conducted MM-GBSA calculations and ADME prediction, leading to the identification of 10 compounds with excellent binding affinity and favorable pharmacokinetic properties. To further investigate the interaction strength, we performed molecular dynamics simulations on the top three Mcl-1 receptor-ligand complexes to study their interaction stability. Overall, our findings suggest that these compounds have promising potential as anticancer agents, pending further experimental validation such as Mcl-1 apoptosis Assay. By combining experimental methods with various in silico approaches, these techniques prove to be invaluable for identifying novel drug candidates with distinct therapeutic applications using fragment-based drug design. This methodology has the potential to expedite the drug discovery process while also reducing its costs.Communicated by Ramaswamy H. Sarma.
Insights
Computational methods identified 10 novel compounds targeting myeloid leukemia 1 (Mcl-1) for cancer therapy. These Mcl-1 inhibitors show promising binding affinity and favorable pharmacokinetics, potentially accelerating drug discovery.
Area of Science:
- Computational chemistry
- Drug discovery
- Molecular biology
Background:
- Apoptosis is crucial for cell regulation and cancer development.
- Myeloid leukemia 1 (Mcl-1) protein family overexpression drives cancer.
- Mcl-1 inhibitors are sought as anticancer agents.
Purpose of the Study:
- To design novel Mcl-1 inhibitors using computational techniques.
- To identify drug candidates with high binding affinity and favorable pharmacokinetics.
- To accelerate the identification of potential anticancer agents.
Main Methods:
- E-pharmacophore modeling and fragment screening of 567,000 compounds.
- Molecular docking (HTVS, SP, XP) of 92,384 novel compounds.
- MM-GBSA calculations, ADME prediction, and molecular dynamics simulations.
Main Results:
- Identified 10 compounds with excellent Mcl-1 binding affinity.
- These compounds exhibited favorable pharmacokinetic properties.
- Top three complexes showed stable interactions via molecular dynamics.
Conclusions:
- The designed compounds show significant potential as anticancer agents.
- Fragment-based drug design combined with in silico methods accelerates drug discovery.
- Further experimental validation is recommended for Mcl-1 apoptosis assays.
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