Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

AKT, also called (PKB) Protein Kinase B, is critical for cell proliferation, metabolism, and survival, with its dysfunction linked to various diseases, including cancer. The oxadiazole nucleus has demonstrated significant anticancer activity in literature surveys. The motivation for conducting this study stems from the fact that, despite numerous investigations into novel therapeutic targets and lead compounds, the inhibition of AKT1 presents limited treatment options due to various adverse drug reactions and specificity issues, given that AKT1 exists in three isoforms. So, this study aimed to identify top-hit molecules with 1,3,4 oxadiazole scaffold targeting the AKT1 enzyme by ligand-based virtual screening to produce a dataset library from PubChem database, structure-based virtual screening followed by ADMET profiling, DFT, and molecular dynamic simulation study as an innovative approach, as there is a dearth of AKT1 inhibitors that comprise oxadiazole in the market and clinical trials. The study employs a combination of advanced computational methods, including virtual screening, molecular docking, molecular dynamics simulations, density functional theory calculations, and ADMET predictions. This comprehensive approach offers a thorough investigation of prospective drug candidates. A comprehensive pharmacoinformatic analysis was conducted on a library of compounds containing oxadiazole rings. A total of 1000 compounds were analyzed through virtual screening utilizing molecular docking and subsequent validation, aiming to identify inhibitors that exhibit a strong affinity for binding for AKT1 (PDB ID: 3O96). Thus, 24 compounds demonstrating binding affinities analogous to the standard emerged as the most promising medicinal prospects and underwent ADMET profiling, and DFT studies followed by a molecular dynamic study on the best 2 compounds. Moreover, these compounds found by ADMET profiling showed suitable pharmacokinetic and pharmacodynamic profiles and were non-toxic using DFT analysis determining ideal structural characteristics. Especially showing comparable stability to the reference molecule over 200 ns in MD simulations, the best top 2 hit compounds having binding affinity -10.7 kcal/mol for PCOS_ 133 (CID-164189) and -11.6 kcal/mol for PCOS3_42 (CID-158973) emerged as potential AKT1 inhibitors for cancer therapy in comparison to -11.6 kcal/mol and -14.7 kcal/mol binding affinity of Miransertib reference drug and IQO cocrystallized ligand of AKT1 protein PDB code 3O96. LEU-210, LEU-264, ASP-292, and TRP-80 are the important amino acid residues required for AKT1 inhibition. These results provide important new perspectives for the rational design and optimization of oxadiazole-based AKT1/PKB inhibitors, therefore laying a strong basis for experimental validation including further in-vitro and in vivo studies and PKB inhibitor development.

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.compbiolchem.2025.108425DOI Listing

Publication Analysis

Top Keywords

virtual screening
16
molecular docking
12
molecular dynamic
12
admet profiling
12
akt1
9
akt1 inhibition
8
density functional
8
functional theory
8
dynamic simulation
8
profiling dft
8

Similar Publications

The causal journey: from maps to mechanisms and digital twins.

Cereb Cortex

August 2025

Aix-Marseille Université, Institut National de la Santé et de la Recherche Médicale, Institut de Neurosciences des Systèmes (INS) UMR1106, Marseille 13005, France.

Over three decades, statistical parametric mapping has transformed neuroimaging from descriptive mapping to causal inference, placing generative models at the core of causal explanations for brain function. It inspired to a large degree The Virtual Brain, which builds subject-specific digital twins from multimodal data, enabling brain simulations and exploration. Both frameworks converge at parameter estimation, where model and data meet, providing the mathematical manifestation of cause-effect in pathophysiology.

View Article and Find Full Text PDF

Cyclin-dependent kinase 20 (CDK20), also known as cell cycle-related kinase (CCRK), plays a pivotal role in hepatocellular carcinoma (HCC) progression by regulating β-catenin signaling and promoting uncontrolled proliferation. Despite its emerging significance, selective small-molecule inhibitors of CDK20 remain unexplored. In this study, a known CDK20 inhibitor, ISM042-2-048, was employed as a reference to retrieve structurally similar compounds from the PubChem database using an 85% similarity threshold.

View Article and Find Full Text PDF

This study utilized integrated sensory-guided, machine learning, and bioinformatics strategies identify umami-enhancing peptides from , investigated their mechanism of umami enhancement, and confirmed their umami-enhancing properties through sensory evaluations and electronic tongue. Three umami-enhancing peptides (APDGLPTGQ, SDDGFQ, and GLGDDL) demonstrated synergistic/additive effects by significantly enhancing umami intensity and duration in monosodium glutamate (MSG). Furthermore, molecular docking showed that these umami-enhancing peptides enhanced both the binding affinity and interaction forces between MSG and the T1R1/T1R3 receptor system, thereby enhancing umami perception.

View Article and Find Full Text PDF

, a causative agent of lymphatic filariasis, relies on its endosymbiont for survival. MurE ligase, a key enzyme in peptidoglycan biosynthesis, serves as a promising drug target for anti-filarial therapy. In this study, we employed a hierarchical virtual screening pipeline to identify phytochemical inhibitors targeting the MurE enzyme of the endosymbiont of (MurE).

View Article and Find Full Text PDF

Personalised genomic strategies improve diagnostic yield in inherited retinal dystrophies: a stepwise, patient-centred approach.

Eye (Lond)

September 2025

Genetics Laboratory, Metropolitan South Clinical Laboratory, Bellvitge University Hospital, Institut d'Investigació Biomèdica de Bellvitge (IDIBELL), L'Hospitalet de Llobregat, Barcelona, Spain.

Background: Inherited retinal dystrophies (IRDs) are a genetically heterogeneous group of conditions, with approximately 40% of cases remaining unresolved after initial genetic testing. This study aimed to assess the impact of a personalised genomic approach integrating whole-exome sequencing (WES) reanalysis, whole-genome sequencing (WGS), customised gene panels and functional assays to improve diagnostic yield in unresolved cases.

Subjects/methods: We retrospectively reviewed a cohort of 597 individuals with IRDs, including 525 probands and 72 affected relatives.

View Article and Find Full Text PDF