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Updated: Sep 11, 2025

Quantitative Structure-Activity Relationship, Activity Prediction, and Molecular Dynamics of Non-nucleotide Reverse Transcriptase Inhibitors
Published on: May 9, 2025
Synthesis, molecular docking, pharmacological evaluation, MD simulation, and DFT calculations of quinazolin-12-one
Zahra Sadeghian1, Mohammad Bayat1, Davood Gheidari2
1Department of Chemistry, Faculty of Science, Imam Khomeini International University Qazvin Iran m.bayat@sci.ikiu.ac.ir.
Abstract:
3-Phosphoinositide-dependent protein kinase-1(PDK1) is a vital kinase in cellular signaling that regulates growth and survival, playing a crucial role in cancer by activating Akt within the PI3K/Akt pathway. Elevated PDK1 levels correlate with tumor progression and chemotherapy resistance, highlighting its potential as a therapeutic target and biomarker. Schiff bases (SBs) are widely utilized as anticancer agents, as well as for antiviral, antipyretic, antimicrobial, antifungal, antiproliferative, and anti-inflammatory purposes. In this study, we synthesized a series of new quinazolin-12-one derivatives with moderate to good yields (72-92%) and evaluated their efficacy against PDK1 using in silico methods. Comprehensive computational studies, including quantum chemical calculations, molecular docking, molecular dynamics (MD), and absorption, distribution, metabolism, excretion, and toxicity (ADMET) profiling, were performed. Density functional theory (DFT) analysis with the B3LYP/6-31++G (d, p) basis set indicated a promising reactivity profile for the synthesized compounds. The oxygen atoms and π-system of the title compound exhibit high chemical reactivity, serving as electron donor sites and targets for electrophilic attack. Docking analysis with PDK1 enzymes revealed that all compounds, with docking scores between -9.99 and -10.44, demonstrated greater binding affinity than the native ligand, which had a score of -9.49. Among these, compound 3f, with an energy of -10.44 kcal mol-1, displayed the strongest binding affinity. The MD simulation showed that Ala162 stands out with a notably high interaction fraction, suggesting that it may be a critical residue for the binding affinity of compound 3f. The analysis of ADMET properties indicated that all inhibitor compounds exhibit favorable pharmacological characteristics, including adherence to Lipinski's Rule of Five (Ro5) as well as the Ghose, Veber, and Egan rules. Additionally, the physicochemical properties demonstrate that all synthesized compounds are capable of human intestinal absorption and have the ability to penetrate the blood-brain barrier (BBB).
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