Muhammad Waqas
Structure-based small inhibitors search combined with molecular dynamics driven energies for human programmed cell death-1 (PD-1) protein
Waqas, Muhammad; Halim, Sobia Ahsan; Alsalman, Alhasan; Khan, Ajmal; Elkord, Eyad; Al-Harrasi, Ahmed
Authors
Sobia Ahsan Halim
Alhasan Alsalman
Ajmal Khan
Eyad Elkord
Ahmed Al-Harrasi
Abstract
Human immune system is specialized in distinguishing normal cells from foreign particles mainly through proteins expressed on immune cells called ‘checkpoints’. Immune checkpoints work as a switch to activate and deactivate immune responses. T cells express one of the immune checkpoint, human programmed cell death-1 (PD-1), which normally operates as an off-switch function to protect the normal cell from T-cell attack. Binding of PD-1 to its ligand, the programmed cell death ligand (PD-L1/2) expressed on myeloid/cancer cells, induce downstream inhibitory signals, leading to tumor immune evasion. Targeting PD-1 or PD-L1 can boost the immune response against cancer cells. To design novel small molecule inhibitors for the PD-1, in silico structure-based screening on pharmacophoric points and molecular docking were performed. Based on the docking score and significant binding interaction with the crucial residues of PD-1 (Thr59, Glu61, Ser62, Glu84, Arg86 and Ala132), compounds were selected from the ZINC20 database, and their dynamic behavior and conformational stability were examined through molecular dynamic simulations. Besides, the Molecular Mechanics/Generalized Born Surface Area (MM/GBSA) method was used to calculate the binding strength of each selected inhibitor complexed with PD-1. The binding energy calculations revealed that these selected inhibitors show a considerable affinity for PD-1. The selected novel inhibitors exhibit excellent drug-like and pharmacokinetic properties (absorption, distribution, metabolism, excretion and toxicity). In conclusion, the identified novel compounds (ZINC1443480030, ZINC1002854123, ZINC988238128, ZINC1481242350, ZINC1001739421, ZINC1220816434 and ZINC1167786692) from the current study can be validated in-vitro as potential PD-1 inhibitors and for discovery of novel drugs against PD-1 in the future.
Citation
Waqas, M., Halim, S. A., Alsalman, A., Khan, A., Elkord, E., & Al-Harrasi, A. (2023). Structure-based small inhibitors search combined with molecular dynamics driven energies for human programmed cell death-1 (PD-1) protein. Journal of Biomolecular Structure and Dynamics, 41(24), 14771-14785. https://doi.org/10.1080/07391102.2023.2188958
Journal Article Type | Article |
---|---|
Acceptance Date | Mar 1, 2023 |
Online Publication Date | Mar 16, 2023 |
Publication Date | Dec 29, 2023 |
Deposit Date | Jan 23, 2024 |
Journal | Journal of Biomolecular Structure and Dynamics |
Print ISSN | 0739-1102 |
Publisher | Taylor and Francis |
Peer Reviewed | Peer Reviewed |
Volume | 41 |
Issue | 24 |
Pages | 14771-14785 |
DOI | https://doi.org/10.1080/07391102.2023.2188958 |
Keywords | Molecular Biology, General Medicine, Structural Biology |
You might also like
Editorial: Novel biomarkers in tumor immunity and immunotherapy
(2024)
Journal Article
What is the relevance of FoxP3 in the tumor microenvironment and cancer outcomes?
(2024)
Journal Article
Downloadable Citations
About USIR
Administrator e-mail: library-research@salford.ac.uk
This application uses the following open-source libraries:
SheetJS Community Edition
Apache License Version 2.0 (http://www.apache.org/licenses/)
PDF.js
Apache License Version 2.0 (http://www.apache.org/licenses/)
Font Awesome
SIL OFL 1.1 (http://scripts.sil.org/OFL)
MIT License (http://opensource.org/licenses/mit-license.html)
CC BY 3.0 ( http://creativecommons.org/licenses/by/3.0/)
Powered by Worktribe © 2025
Advanced Search