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Article

Integration of Network Pharmacology, Molecular Docking, and In Vitro Nitric Oxide Inhibition Assay to Explore the Mechanism of Action of Thai Traditional Polyherbal Remedy, Mo-Ha-Rak, in the Treatment of Prolonged Fever

1
Doctor of Philosophy in Pharmacy Program, Faculty of Pharmacy, Mahasarakham University, Kantharawichai, Maha Sarakham 44150, Thailand
2
Pharmaceutical Chemistry and Natural Product Research Unit, Faculty of Pharmacy, Mahasarakham University, Kantharawichai, Maha Sarakham 44150, Thailand
3
School of Medicine and Biomedical Sciences (ICBAS) and CIIMAR, Universidade do Porto, Rua de Jorge Viterbo Ferreira 228, 4050-313 Porto, Portugal
*
Author to whom correspondence should be addressed.
Pharmaceuticals 2025, 18(10), 1541; https://doi.org/10.3390/ph18101541
Submission received: 9 September 2025 / Revised: 9 October 2025 / Accepted: 11 October 2025 / Published: 13 October 2025
(This article belongs to the Section Natural Products)

Abstract

Background: Prolonged fever (PF) is one of the most challenging clinical conditions due to its complex molecular mechanisms and limited effective treatments. Objective: The current study aimed to explore the mechanism of action of Mo-Ha-Rak (MHR), a Thai traditional polyherbal remedy, in PF treatment. Methods: Integration of network pharmacology, molecular docking, and inhibition of nitric oxide (NO) production in LPS-induced RAW264.7 macrophages approaches were used. Results: The study identified 86 potential active compounds, 131 potential therapeutic targets, and 9 hub genes for MHR. Key targets with the highest degree of connectivity in PF, including TNF, IL6, IL1B, PTGS2, STAT3, and NFKB1, are closely associated with arachidonic acid metabolism pathways, which play critical roles in infections, inflammation, cell proliferation, and apoptosis in the PF microenvironment. Molecular docking analysis suggested that core compounds exhibited strong binding affinities for four key targets, viz. TNF, IL6, IL1B, and PTGS2, with binding energies ranging from −4.1 to −9.8 kJ/mol. MHR exhibited dose-dependent reduction of NO production at concentrations of 10–100 µg/mL. Among the biomarkers of MHR tested, ellagic acid, loureirin A, resveratrol, and rhein showed potential to inhibit NO production. Conclusions: This study demonstrates that MHR exerts its therapeutic effects on PF through a complex network of multiple compounds, targets, and pathways. These findings highlight the mechanisms of PF and the role of MHR in modulating the arachidonic acid metabolism pathway, which underlies the development of fever.
Keywords: prolonged fever; Mo-Ha-Rak; network pharmacology; molecular docking; anti-inflammatory; NO inhibitory activity prolonged fever; Mo-Ha-Rak; network pharmacology; molecular docking; anti-inflammatory; NO inhibitory activity
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MDPI and ACS Style

Chaloemram, C.; Rattarom, R.; Kijjoa, A.; Nualkaew, S. Integration of Network Pharmacology, Molecular Docking, and In Vitro Nitric Oxide Inhibition Assay to Explore the Mechanism of Action of Thai Traditional Polyherbal Remedy, Mo-Ha-Rak, in the Treatment of Prolonged Fever. Pharmaceuticals 2025, 18, 1541. https://doi.org/10.3390/ph18101541

AMA Style

Chaloemram C, Rattarom R, Kijjoa A, Nualkaew S. Integration of Network Pharmacology, Molecular Docking, and In Vitro Nitric Oxide Inhibition Assay to Explore the Mechanism of Action of Thai Traditional Polyherbal Remedy, Mo-Ha-Rak, in the Treatment of Prolonged Fever. Pharmaceuticals. 2025; 18(10):1541. https://doi.org/10.3390/ph18101541

Chicago/Turabian Style

Chaloemram, Chinnaphat, Ruchilak Rattarom, Anake Kijjoa, and Somsak Nualkaew. 2025. "Integration of Network Pharmacology, Molecular Docking, and In Vitro Nitric Oxide Inhibition Assay to Explore the Mechanism of Action of Thai Traditional Polyherbal Remedy, Mo-Ha-Rak, in the Treatment of Prolonged Fever" Pharmaceuticals 18, no. 10: 1541. https://doi.org/10.3390/ph18101541

APA Style

Chaloemram, C., Rattarom, R., Kijjoa, A., & Nualkaew, S. (2025). Integration of Network Pharmacology, Molecular Docking, and In Vitro Nitric Oxide Inhibition Assay to Explore the Mechanism of Action of Thai Traditional Polyherbal Remedy, Mo-Ha-Rak, in the Treatment of Prolonged Fever. Pharmaceuticals, 18(10), 1541. https://doi.org/10.3390/ph18101541

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