This study characterizes the steroidal saponin diosgenin by theoretical and experimental spectroscopic techniques. Theoretical simulations were performed using the DFT/B3LYP/6-311++G(d,p) basis set to simulate spectroscopic, structural and other properties. Optimized geometries from simulations and experiments showed strong agreement, with R value of 0.99846 for bond lengths and 0.88092 for bond angles. Vibrational spectra revealed distinctive peaks for the methyl, methylene, and methine groups in diosgenin. Solvent-solute interactions on the Frontier Molecular Orbitals (FMO), Molecular Electrostatic Potential (MEP) surfaces, and electronic spectra were analyzed, revealing insights into diosgenin's behavior in different environments. The FMO energy gap shows that polar solvents like acetone, ethanol, and water have wider band gaps (6.22-6.23 eV) than non-polar solvents like benzene, chloroform, and toluene (6.17-6.20 eV), indicating stronger interactions with polar groups, enhanced stability, and reduced reactivity. NBO analysis shows substantial stabilization energy (14.71 kJ/mol) when electrons from oxygen's (O) lone pair are donated to the anti-bonding orbital of OC through the transition of LP (2) → σ*. The carbon (C) situated between oxygen (O) and (O) exhibits increased electronegativity (-1.65605 e), confirming the electronegativity of the oxygen atoms. Hirshfeld surfaces shows that the crystal structure is mainly influenced by H…H (90.7 %) interaction. Topological analyses revealed molecular interactions and chemical bonding within diosgenin, highlighting its diverse chemical functionalities. Furthermore, molecular docking and ADME predictions underscores diosgenin's potential biological activity against human hexokinase (-8.09 kcal/mol) and phosphofructokinase (-8.35 kcal/mol), suggesting its efficacy as an antitumor drug.

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