Acute myeloid leukemia (AML) is responsible for more than 40% of adult patients suffering from adverse effects leading to death around the world. The B-cell translocation gene 2 (BTG2) gene work as a tumor suppressor. In this study, a list of medicinal herb compounds and drugs was investigated for their pharmacokinetic properties and cytotoxicity by applying the SwissADME, pkCSM, and Molsoft LLC websites. The molecular docking between the medicinal herbs and AML-standard drugs against the human BTG2 gene was carried out by Auto-dock Vina. Furthermore, protein-protein interactions, gene ontology, and gene enrichment analysis were investigated to display the biological pathways related to BTG2. Also, molecular dynamics simulation was examined to study the behavior of the BTG2 protein and the protein-ligand complex. The present work exhibited that hesperidin displayed the highest binding affinity of −7.0 kcal/mol when interacting and docked against the BTG2 protein, while Cytarabinee and daunorubicin had binding affinity of 5.0 and 5.8 kcal/mol, respectively. The PPI highlighted 101 interactions with P-values less than 10 e-16., and the highest similarity score of 0.13 was found in P53 transcriptional gene network pathways. Interestingly, gene enrichment analysis illustrated that RNA degradation was the most significant enrichment pathway. Also, BTG2 contributes to the P53 signaling pathway in chronic myeloid leukemia. Via GADD45A gene. Molecular dynamics simulations were carried out for the highest binding docking (BTG2-hesperidin) complex, and the results revealed conformational alterations with more pronounced surface residue fluctuations in BTG2. The direct interaction of hesperidin with various crucial amino-acid residues like HIS 49, CYS 67, ARG 69, ASN 71, ASP 75, ARG 112, and THR 101 causes modifications in these residues, which ultimately attenuate the activity of the BTG-2 protein. The molecular dynamics determine the four numbers of H-bonds for executing the interaction between BTG2 and hesperidin. The best residue with high energy around all poses is Arg69. Finally, the present work highlighted that hesperidin was the highest phytochemical compound binding to BTG2 protein.
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