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Computational analyses of interactions between ALK-5 and bioactive ligands: insights for the design of potential
Michell O Almeida1, Clauber H S Costa2, Guelber C Gomes2
1a Center of Natural Sciences and Humanities , Federal University of ABC , Santo Andre , SP , Brazil.
Abstract:
Activin Receptor-Like Kinase 5 (ALK-5) is related to some types of cancer, such as breast, lung, and pancreas. In this study, we have used molecular docking, molecular dynamics simulations, and free energy calculations in order to explore key interactions between ALK-5 and six bioactive ligands with different ranges of biological activity. The motivation of this work is the lack of crystal structure for inhibitor-protein complexes for this set of ligands. The understanding of the molecular structure and the protein-ligand interaction could give support for the development of new drugs against cancer. The results show that the calculated binding free energy using MM-GBSA, MM-PBSA, and SIE is correlated with experimental data with r2 = 0.88, 0.80, and 0.94, respectively, which indicates that the calculated binding free energy is in excellent agreement with experimental data. In addition, the results demonstrate that H bonds with Lys232, Glu245, Tyr249, His283, Asp351, and one structural water molecule play an important role for the inhibition of ALK-5. Overall, we discussed the main interactions between ALK-5 and six inhibitors that may be used as starting points for designing new molecules to the treatment of cancer.
Insights
This study investigated key interactions between Activin Receptor-Like Kinase 5 (ALK-5) and cancer drug candidates using computational methods. Findings support the development of novel ALK-5 inhibitors for cancer treatment.
Area of Science:
- Biochemistry
- Computational Chemistry
- Drug Discovery
Background:
- Activin Receptor-Like Kinase 5 (ALK-5) is implicated in various cancers, including breast, lung, and pancreatic cancers.
- A lack of crystal structures for ALK-5 inhibitor-protein complexes necessitates computational approaches for drug design.
Purpose of the Study:
- To explore critical interactions between ALK-5 and six bioactive ligands with varying biological activities.
- To provide molecular insights that can aid in the development of new anti-cancer drugs targeting ALK-5.
Main Methods:
- Utilized molecular docking, molecular dynamics simulations, and free energy calculations (MM-GBSA, MM-PBSA, SIE).
- Correlated computational binding free energy predictions with experimental data.
Main Results:
- Calculated binding free energies showed excellent agreement with experimental data (r² = 0.88 for MM-GBSA, 0.80 for MM-PBSA, 0.94 for SIE).
- Identified hydrogen bonds with specific residues (Lys232, Glu245, Tyr249, His283, Asp351) and a water molecule as crucial for ALK-5 inhibition.
Conclusions:
- The study successfully elucidated key interactions between ALK-5 and six inhibitors.
- These findings offer valuable starting points for designing novel ALK-5 targeting molecules for cancer therapy.
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