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Unlocking Benzosampangine’s Potential: A Computational Approach to Investigating, Its Role as a PD-L1 Inhibitor in Tumor Immune Evasion via Molecular Docking, Dynamic Simulation, and ADMET Profiling

Authors :
Abderrahim Ait Ouchaoui
Salah Eddine El Hadad
Marouane Aherkou
Elkamili Fadoua
Mkamel Mouad
Youssef Ramli
Anass Kettani
Ilhame Bourais
Source :
Bioinformatics and Biology Insights, Vol 18 (2024)
Publication Year :
2024
Publisher :
SAGE Publishing, 2024.

Abstract

The interaction between programmed cell death protein 1 (PD-1) and its ligand PD-L1 plays a crucial role in tumor immune evasion, presenting a critical target for cancer immunotherapy. Despite being effective, current monoclonal antibodies present some drawbacks such as high costs, toxicity, and resistance development. Therefore, the development of small-molecule inhibitors is necessary, especially those derived from natural sources. In this study, benzosampangine is predicted as a promising PD-L1 inhibitor, with potential applications in cancer immunotherapy. Utilizing the high-resolution crystal structure of human PD-L1 (PDB ID: 5O45), we screened 511 natural compounds, identifying benzosampangine as a top candidate with exceptional inhibitory properties. Molecular docking predicted that benzosampangine exhibits a strong binding affinity for PD-L1 (−9.4 kcal/mol) compared with established controls such as CA-170 (−6.5 kcal/mol), BMS-202 (−8.6 kcal/mol), and pyrvinium (−8.9 kcal/mol). The compound’s predicted binding efficacy is highlighted by robust interactions with key amino acids (ILE54, TYR56, GLN66, MET115, ILE116, SER117, ALA121, ASP122) within the active site, notably forming 3 Pi-sulfur interactions with MET115—an interaction absents in control inhibitors. In addition, ADMET profiling suggests that over the control molecules, benzosampangine has several key advantages, including favorable solubility, permeability, metabolic stability, and low toxicity, while adhering to Lipinski’s rule of five. Molecular dynamic simulations predict the stability of the benzosampangine-PD-L1 complex, reinforcing its potential to sustain inhibition of the PD-1/PD-L1 pathway. MMGBSA analysis calculated a binding free energy (ΔGbind) of −39.39 kcal/mol for the benzosampangine-PD-L1 complex, with significant contributions from Coulombic, lipophilic, and Van der Waals interactions, validating the predicted docking results. This study investigates in silico benzosampangine, predicting its better molecular interactions and pharmacokinetic profile compared with several already known PD-L1 inhibitors.

Subjects

Subjects :
Biology (General)
QH301-705.5

Details

Language :
English
ISSN :
11779322
Volume :
18
Database :
Directory of Open Access Journals
Journal :
Bioinformatics and Biology Insights
Publication Type :
Academic Journal
Accession number :
edsdoj.20c03d8c1fa14f27826a8875e5ddaf3d
Document Type :
article
Full Text :
https://doi.org/10.1177/11779322241298591