Computational discovery of microalgal metabolites as dual-target inhibitors against Plasmodium falciparum glutathione S-transferase and apical membrane antigen 1 for resistance-circumventing antimalarial therapy
Malaria remains a significant global health problem; with the potential for developing resistance to conventional antimalarials justifying novel therapeutic approaches. This study investigates the potential of microalgal metabolites as dual-inhibitors of Plasmodium falciparum glutathione S-transferase (PfGST) and apical membrane antigen 1 (AMA1); two of the most important proteins in parasite survival and host cell invasion. By high-throughput molecular docking simulations; we studied binding energy distributions; conformational characteristics by principal component analysis; pharmacophoric and pharmacokinetic research with structure-activity relationships of its inhibitors. Our findings indicate various patterns of interactions: PfGST exhibits a unimodal distribution of binding energy with a maximum at -7.2 kcal/mol; whereas AMA1 exhibits a bimodal distribution with minimum at -6.8 and − 8.3 kcal/mol; suggesting various mechanisms of binding. Specifically; platencin was among the most potent dual-inhibitors with binding energies of -7.30 kcal/mol to PfGST and − 8.20 kcal/mol to AMA1. Pharmacophoric characteristics were found to be the hydrogen-bond acceptors; hydrophobic centers; and aromatic rings as determinants of dual-target activity; the optimal dual-target inhibitory potential occurring with compounds of balanced physicochemical properties. High-resolution molecular interaction mapping validated that while the two targets identify overlapping classes of interactions with the metabolites; PfGST interaction is dominated by hydrophobic contacts and AMA1 exploits higher electrostatic complementarity and hydrogen-bonding networks. ADMET profiling also revealed favorable drug-likeness in dual-inhibitory compounds of intermediate molecular size (420–500 Da) and moderate lipophilicity (LogP 3–6). This study provides a structural basis for rationale design of antimalarial compounds from microalgal metabolites. Our findings confirm the conformational selection hypothesis; in which these compounds selectively bind to and stabilize protein conformations that inhibit parasite function; possibly circumventing known resistance mechanisms.
Authors
- Zainab A. Ayinla (ORCID: https://orcid.org/0000-0002-5847-8918)
- Seun F. Akomolafe (ORCID: https://orcid.org/0000-0002-7061-8303)
- Basiru Olaitan Ajiboye
- Samuel S. Agboola (ORCID: https://orcid.org/0000-0003-3971-9891)
- Babatunji Emmanuel Oyinloye (ORCID: https://orcid.org/0000-0003-2165-7936)
- Folake Olayinka Olojo
- Oluwatoyin Mary Oyinloye (ORCID: https://orcid.org/0000-0003-3886-1351)
- Abel Kolawole Oyebamiji (ORCID: https://orcid.org/0000-0002-8932-6327)
- Oluranti E. Olaiya
- Oluwaseun E. Agboola (ORCID: https://orcid.org/0000-0002-6794-4749)
- Foluso O. Osunsanmi (ORCID: https://orcid.org/0000-0002-6465-1385)
Institutions
- University of Zululand (ZA)
- Ekiti State University (NG)
- University of Waterloo (CA)
- University of Ibadan (NG)
- Medical University of Warsaw (PL)
- Afe Babalola University (NG)
- Federal University Oye Ekiti (NG)
Publication Details
- Journal
- Discover Applied Sciences
- Published
- 2025-12-13
- DOI
- https://doi.org/10.1007/s42452-025-08111-w
- Citations
- 1
- Primary Topic
- Glutathione Transferases and Polymorphisms
- Type
- article
- Field-Weighted Citation Impact
- 0.81