Divya C,
- Assistant Professor, Department of Pharmacy, Al-Ameen College of Pharmacy,Department of Pharmacy, Al-Ameen College of Pharmacy, Bengaluru, Karnataka, India
Abstract
The present study explores the molecular docking potential of phytochemical constituents derived from Sphagneticola trilobata stem extract against bacterial ATP synthase as a therapeutic target for antimicrobial activity. Molecular docking was performed using AutoDock Vina to evaluate the binding affinity and interaction profiles of selected terpenoid compounds in comparison with the standard ATP synthase inhibitor, bedaquiline. The target protein ATP synthase (PDB ID: 1SKY) was prepared using AutoDock tools, and ligands were optimized and processed using PyMOL and AutoDock. Docking analysis revealed that several phytoconstituents exhibited strong binding interactions within the active site of ATP synthase. Notably, Germacrene D and α-humulene demonstrated higher binding affinity scores compared to the standard drug bedaquiline, indicating their strong inhibitory potential. Interaction analysis further confirmed stable ligand–protein interactions through hydrophobic contacts and key amino acid residues within the binding pocket. These findings suggest that bioactive compounds from Sphagneticola trilobata possess significant potential as natural ATP synthase inhibitors and may serve as promising leads for the development of novel antimicrobial agents. The study highlights the value of molecular docking as a predictive in silico approach for natural product–based drug discovery and antimicrobial lead identification.
Keywords: Molecular docking, S. trilobata, CADD, Types of docking, AI in docking.
References
1. Agarwal S, Mehrotra RJ. An overview of molecular docking. JSM chem. 2016 May;4(2):1024-8.
2. Fan J, Fu A, Zhang L. Progress in molecular docking. Quantitative Biology. 2019 Jun;7(2):83-9.
3. Morris GM, Lim-Wilby M. Molecular docking. InMolecular modeling of proteins 2008 Jul (pp. 365-382). Totowa, NJ: Humana Press.
4. Raval K, Ganatra T. Basics, types and applications of molecular docking: A review. IP International Journal of Comprehensive and Advanced Pharmacology. 2022 Mar 28;7(1):12-6.
5. Stefaniu A. Introductory chapter: molecular docking and molecular dynamics techniques to achieve rational drug design. InMolecular docking and molecular dynamics 2019 Jan 31. IntechOpen.
6. Dighe AS, Tajamulhaq AE. An overview of molecular docking. Asian Journal of Pharmaceutical Research. 2024 Sep 1;14(3).
7. Asiamah I, Obiri SA, Tamekloe W, Armah FA, Borquaye LS. Applications of molecular docking in natural products-based drug discovery. Scientific African. 2023 Jul 1;20:e01593.
8. Bartuzi D, Kaczor AA, Targowska-Duda KM, Matosiuk D. Recent advances and applications of molecular docking to G protein-coupled receptors. Molecules. 2017 Feb 22;22(2):340.
9. Liu Z, Liu Y, Zeng G, Shao B, Chen M, Li Z, Jiang Y, Liu Y, Zhang Y, Zhong H. Application of molecular docking for the degradation of organic pollutants in the environmental remediation: A review. Chemosphere. 2018 Jul 1;203:139-50.
10. Fadahunsi AA, Uzoeto HO, Okoro NO, Cosmas S, Durojaye OA, Odiba AS. Revolutionizing drug discovery: an AI-powered transformation of molecular docking. Medicinal Chemistry Research. 2024 Dec;33(12):2187-203.
11. Zulhafiz NA, Teoh TC, Chin AV, Chang SW. Drug repurposing using artificial intelligence, molecular docking, and hybrid approaches: A comprehensive review in general diseases vs Alzheimer’s disease. Computer Methods and Programs in Biomedicine. 2025 Apr 1;261:108604.
12. Pozzan A. Molecular descriptors and methods for ligand based virtual high throughput screening in drug discovery. Curr Pharm Des. 2006; 12: 2099-110.
13. Green DV. Virtual screening of virtual libraries. Prog Med Chem. 2003; 41: 61-97.

Research & Reviews: A Journal of Drug Design & Discovery
| Volume | 13 | |
| 03 | ||
| Received | 28/08/2026 | |
| Accepted | 31/10/2026 | |
| Published | 11/11/2026 | |
| Publication Time | 75 Days |
