Computational and experimental insights into glycyrrhizin-loaded nanostructured lipid carriers: docking, dynamics, design optimization, and anticancer efficacy in lung cancer cells

Abstract Background Lung cancer (LC) remains a predominant global health concern, especially with escalating tobacco-smoking rates. Present study provides computational screening, molecular dynamics, DFT and simulation analysis of phytoconstituents on EGFR receptors (2ITY and W2O), followed by selection of highest docking score phytoconstituents among 45 for further analysis. The formulation was optimized by Central composite design. Nanostructured-lipid carriers were prepared by high-speed homogenization, combining a 1:1 ratio of liquid lipid (Castor oil) and melted solid lipid (glyceryl monostearate) with 4% surfactant (tween 80) in a water phase containing Glycyrrhizin. The resulting mixture underwent high-speed homogenization at 8000 rpm for 40 min, followed by sonication for 15 min to achieve formulation development of GNLC. The anticancer potential of GNLC have been proved by experimental analysis through MTT assay using A549 Cell lines. Results Glycyrrhizin was found to possess maximum docking score − 8.863 and − 8.837 on both 2ITY and W2O respectively. The study unveils Glycyrrhizin’s interactions with EGFR pivotal in cancer progression and treatment. Molecular dynamics simulations highlighted the structural and dynamic interactions within a protein–ligand complex, indicating both stability and flexibility characteristics. DFT analysis of Glycyrrhizin revealed its molecular properties, suggesting stability and potential reactivity. Glycyrrhizin loaded nanostructured lipid carriers (GNLC) have been developed and analysed by various parameters like particle size and drug release zeta potential, SEM analysis, and solubility analysis reveals critical insights into their optimization for effective drug delivery. Both GNLC and Doxorubicin (0.78–50 µg/ml) were used for the activity. The anticancer potential at 12.50, 25 and 50 µg/ml pf GNLC was found to be statistically significant and was comparable with that of standard group Doxorubicin. The observed structural transformations in Glycyrrhizin into a lipid matrix indicate potential enhancements in its drug release. Conclusions GNLC shows promising anti-cancer potential in lung cancer, further pre-clinical and clinical studies, is crucial to validate its efficacy, safety, and integration into standard therapeutic regimens. Graphical abstract