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Article

Integrated Network Pharmacology and Molecular Dynamics Reveal Multi-Target Anticancer Mechanisms of Myrtus communis Essential Oils

1
Laboratory of Enzyme Engineering and Microbiology, Engineering National School of Sfax (ENIS), University of Sfax, P.O. Box 1173, Sfax 3038, Tunisia
2
Laboratory of Molecular and Functional Genetics, Faculty of Science, University of Sfax, Sfax 3038, Tunisia
3
Research Laboratory of Environmental Toxicology-Microbiology and Health (LR17ES06), Faculty of Sciences, University of Sfax, Sfax 3038, Tunisia
4
Laboratory of Biotechnology and Biomonitoring of the Environment and Oasis Ecosystems (LBBEEO), Faculty of Sciences of Gafsa, University of Gafsa, Gafsa 2112, Tunisia
5
Department of Chemical Engineering, College of Engineering, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 11432, Saudi Arabia
6
Laboratory of Environmental Physiopathology, Valorization of Bioactive Molecules and Mathematical Modeling, Faculty of Sciences, University of Sfax, Sfax 3038, Tunisia
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Pharmaceuticals 2025, 18(10), 1542; https://doi.org/10.3390/ph18101542 (registering DOI)
Submission received: 14 September 2025 / Revised: 30 September 2025 / Accepted: 10 October 2025 / Published: 13 October 2025
(This article belongs to the Section Natural Products)

Abstract

Background: Cancer’s multifactorial complexity demands innovative polypharmacological strategies that can simultaneously target multiple oncogenic pathways. Natural products, with their inherent chemical diversity, offer promising multi-target therapeutic potential. This study comprehensively investigates the anticancer mechanisms of Tunisian Myrtus communis essential oils (McEOs) using an integrated computational-experimental framework to elucidate their polypharmacological basis and therapeutic potential. Methods: McEO composition was characterized via GC-MS analysis. Antiproliferative activity was evaluated against HeLa (cervical), MCF-7 (breast), and Raji (lymphoma) cancer cell lines using MTT assays. A multi-scale computational pipeline integrated network pharmacology, molecular docking against eight key oncoproteins, and 100 ns all-atom molecular dynamics simulations to elucidate molecular mechanisms and target interactions. Results: GC-MS revealed a 1,8-cineole-rich chemotype (38.94%) containing significant sesquiterpenes. McEO demonstrated potent differential cytotoxicity: HeLa (IC50 = 8.12 μg/mL) > MCF-7 (IC50 = 19.59 μg/mL) > Raji cells (IC50 = 27.32 μg/mL). Network pharmacology quantitatively explained this differential sensitivity through target overlap analysis, showing higher associations with breast (23%) and cervical (18.3%) versus lymphoma (5.5%) cancer pathways. Molecular docking identified spathulenol as a high-affinity Androgen Receptor (AR) antagonist (XP GScore: −9.650 kcal/mol). Molecular dynamics simulations confirmed exceptional spathulenol-AR complex stability, maintaining critical hydrogen bonding with Asn705 for 96% of simulation time. Conclusions: McEO exerts sophisticated multi-target anticancer effects through synergistic constituent interactions, notably spathulenol’s potent AR antagonism. This integrated computational-experimental approach validates McEO’s polypharmacological basis and supports its therapeutic potential, particularly for hormone-dependent malignancies, while establishing a robust framework for natural product bioactivity deconvolution.
Keywords: Myrtus communis; essential oils; anticancer; network pharmacology; molecular dynamics; spathulenol; androgen receptor Myrtus communis; essential oils; anticancer; network pharmacology; molecular dynamics; spathulenol; androgen receptor
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MDPI and ACS Style

Bayoudh, A.; Tarhouni, N.; Ben Mansour, R.; Mekrazi, S.; Sadraoui, R.; Kriaa, K.; Ahmed, Z.; Soussi, A.; Kallel, I.; Hadrich, B. Integrated Network Pharmacology and Molecular Dynamics Reveal Multi-Target Anticancer Mechanisms of Myrtus communis Essential Oils. Pharmaceuticals 2025, 18, 1542. https://doi.org/10.3390/ph18101542

AMA Style

Bayoudh A, Tarhouni N, Ben Mansour R, Mekrazi S, Sadraoui R, Kriaa K, Ahmed Z, Soussi A, Kallel I, Hadrich B. Integrated Network Pharmacology and Molecular Dynamics Reveal Multi-Target Anticancer Mechanisms of Myrtus communis Essential Oils. Pharmaceuticals. 2025; 18(10):1542. https://doi.org/10.3390/ph18101542

Chicago/Turabian Style

Bayoudh, Ahmed, Nidhal Tarhouni, Riadh Ben Mansour, Saoussen Mekrazi, Raoudha Sadraoui, Karim Kriaa, Zakarya Ahmed, Ahlem Soussi, Imen Kallel, and Bilel Hadrich. 2025. "Integrated Network Pharmacology and Molecular Dynamics Reveal Multi-Target Anticancer Mechanisms of Myrtus communis Essential Oils" Pharmaceuticals 18, no. 10: 1542. https://doi.org/10.3390/ph18101542

APA Style

Bayoudh, A., Tarhouni, N., Ben Mansour, R., Mekrazi, S., Sadraoui, R., Kriaa, K., Ahmed, Z., Soussi, A., Kallel, I., & Hadrich, B. (2025). Integrated Network Pharmacology and Molecular Dynamics Reveal Multi-Target Anticancer Mechanisms of Myrtus communis Essential Oils. Pharmaceuticals, 18(10), 1542. https://doi.org/10.3390/ph18101542

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