Borneo Journal of Pharmacy
Vol. 9 No. 2 (2026): Borneo Journal of Pharmacy

In Silico Evaluation of Kaempferol, Gallic Acid, and Stigmasterol from Lagerstroemia speciosa as Multi-Target Antidiabetic Agents: Molecular Docking and Dynamics Simulation Study

Aditya Maulana Perdana Putra (Universitas Lambung Mangkurat)
Catherina Adeline Kurniawan (Universitas Lambung Mangkurat)
Anna Khumaira Sari (Universitas Lambung Mangkurat)
Nabila Hadiah Akbar (Universitas Lambung Mangkurat)
Khoirunnisa Muslimawati (Universitas Lambung Mangkurat)
Okta Muthia Sari (Universitas Lambung Mangkurat)
Dita Ayulia Dwi Sandi (Universitas Lambung Mangkurat)
Normaidah Normaidah (Universitas Lambung Mangkurat)
Putri Helena Junjung Buih (Universitas Lambung Mangkurat)
Ariranur Haniffadli (Korea Institute of Oriental Medicine)



Article Info

Publish Date
30 Jun 2026

Abstract

Diabetes mellitus (DM) is a chronic metabolic disorder that leads to severe complications and continues to increase in prevalence worldwide. Although Lagerstroemia speciosa is a well-recognized antidiabetic medicinal plant, most in silico studies have focused exclusively on its major constituent, leaving the antidiabetic potential of its other phytochemicals largely unexplored. This study investigated the multi-target antidiabetic potential of phytochemicals derived from L. speciosa leaves using an in silico approach targeting three key enzymes: aldose reductase, glucokinase, and glycogen synthase kinase 3-beta (GSK3-β). A total of 62 compounds were screened by molecular docking with AutoDock Vina, followed by toxicity predictions using ProTox-II and ToxTree. The top ligand for each target, kaempferol (aldose reductase), gallic acid (glucokinase), and stigmasterol (GSK3-β), was selected for further evaluation through molecular dynamics simulations using GROMACS 2016.3 for 100 ns. Structural and interaction stability were assessed through RMSD, RMSF, SASA, radius of gyration (Rg), and radial distribution function (RDF) analyses. Binding free energies were calculated using the MM/PBSA method via g_mmpbsa. The results indicated that stigmasterol exhibited the most favorable MM/PBSA binding free energy (–133.377 kJ/mol), followed by kaempferol (–65.714 kJ/mol) and gallic acid (–45.629 kJ/mol). However, this favorable energy was dominated by nonspecific van der Waals contributions, consistent with the diffuse interaction patterns and low hydrogen-bond occupancy (4.24%) for stigmasterol. Kaempferol exhibited the highest hydrogen-bond occupancy (64.38%), indicating a stable, consistent interaction with its target enzyme. Rg and RDF analyses confirmed the compactness and specific atomic interactions of the kaempferol and gallic acid complexes.

Copyrights © 2026






Journal Info

Abbrev

bjop

Publisher

Subject

Medicine & Pharmacology

Description

Borneo Journal of Pharmacy publishes various scientific articles covering Pharmacy and Pharmaceutical Sciences in the field but not limited to: Pharmacology-Toxicology, including pharmacokinetics, pharmacodynamics, pharmacotherapy, and toxicology. Pharmacognosy-Phytochemistry, including ...