Computational Insights into the Anti-Inflammatory Potential of Ocimum americanum Phytochemicals in Malaria-Associated Cytokine Dysregulation
نویسندگان
1 Eijkman Research Center for Molecular Biology, National Research and Innovation Agency, Jalan Raya Bogor KM. 46, Cibinong, Bogor 16911, Indonesia
2 Department of Biology, Faculty of Mathematics and Natural Sciences, Universitas Sumatera Utara, Medan, Indonesia
3 Eijkman Research Center for Molecular Biology, National Research and Innovation Agency, Jalan Raya Bogor KM. 46, Cibinong, Bogor 16911, Indonesia
4 Eijkman Research Center for Molecular Biology, National Research and Innovation Agency, Jalan Raya Bogor KM. 46, Cibinong, Bogor 16911, Indonesia
5 Department of Pharmacy, Faculty Mathematics and Natural Science, Universitas Syiah Kuala, Banda Aceh, Indonesia
6 Department of Pharmacology, Faculty of Pharmacy, Universitas Sumatera Utara, Medan, Indonesia
doi
10.48309/chemm.2026.570365.2078چکیده
Ocimum americanum is a traditionally used medicinal plant that remains pharmacologically underexplored in the context of malaria-associated inflammation. In this study, an integrated chemical and computational approach was employed to investigate the potential molecular mechanisms underlying the anti-inflammatory relevance of Ocimum americanum –derived phytochemicals. A curated set of literature-reported secondary metabolites representative of Ocimum americanum was analyzed using network pharmacology to explore their interactions with malaria-, inflammation-, and oxidative stress–related targets. Network analysis identified a set of core regulatory targets shared across disease contexts, with functional enrichment highlighting pathways associated with cytokine-mediated signaling and redox homeostasis. Pro-inflammatory mediators, particularly interleukin-6 (IL-6) and tumor necrosis factor (TNF), emerged as central hub nodes within the protein–protein interaction network, suggesting their relevance as key molecular convergence points. To further assess mechanistic plausibility, molecular docking and molecular dynamics simulation were performed against selected hub targets. Among the evaluated phytochemicals, ursolic acid demonstrated the most favorable binding affinities toward TNF and IL-6, indicating a strong theoretical potential for modulating cytokine-driven inflammatory signaling. Collectively, these findings provide computational evidence supporting the multi-target anti-inflammatory potential of Ocimum americanum phytochemicals in malaria-associated hyperinflammation. This study positions ursolic acid as a promising lead compound and establishes a mechanistically informed in silico framework to guide future experimental validation and therapeutic exploration.