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In silico prediction of pharmacological and toxicological properties of terpenoids in Centaurea verutum essential oil
Abstract
Centaurea is the fourth largest genus within the Asteraceae family, comprising over 600 species distributed worldwide. This study aimed, for the first time, to utilize an in silico approach to predict the pharmacological and toxicological properties of terpenoid compounds found in the essential oil of Centaurea verutum. Through a comprehensive analysis using Protox, SwissADME, Lipinski’s Rule of Five, and biological activity assessments, the study highlights the safety, bioavailability, and therapeutic potential of these compounds. Most of the compounds exhibited low toxicity with LD50 values ranging from 3900 to 5300 mg/kg. The SwissADME analysis suggested good bioavailability for most compounds, although some, like Phytol and ß-Farnesene, show low gastrointestinal absorption. Lipinski’s rule confirms the drug-likeness of the compounds, with moderate lipophilicity and molecular masses within the optimal range. The biological activity prediction revealed significant antineoplastic, anti-inflammatory, and antieczematic effects, with several compounds, including Caryophyllene oxide, ß-Caryophyllene, and Spathulenol, demonstrating potential in cancer therapy and skin conditions. The study also identified compounds with effects on lipid metabolism, mucosal protection, and hormonal regulation. Gene expression analysis revealed that certain compounds could modulate genes related to oxidative stress response and cellular metabolism, further supporting their therapeutic potential. These findings suggest that the essential oil of Centaurea verutum holds promise for developing novel pharmaceutical agents for various medical applications, including cancer, inflammation, and metabolic disorders.
Keywords
References
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Details
Primary Language
English
Subjects
Plant Biochemistry, Botany (Other), Pharmaceutical Botany, Pharmaceutical Toxicology
Journal Section
Research Article
Early Pub Date
January 8, 2026
Publication Date
March 9, 2026
Submission Date
February 5, 2025
Acceptance Date
September 29, 2025
Published in Issue
Year 2026 Volume: 13 Number: 1
APA
Joujeh, R., & Joujeh, D. (2026). In silico prediction of pharmacological and toxicological properties of terpenoids in Centaurea verutum essential oil. International Journal of Secondary Metabolite, 13(1), 94-123. https://doi.org/10.21448/ijsm.1633486
AMA
1.Joujeh R, Joujeh D. In silico prediction of pharmacological and toxicological properties of terpenoids in Centaurea verutum essential oil. Int. J. Sec. Metabolite. 2026;13(1):94-123. doi:10.21448/ijsm.1633486
Chicago
Joujeh, Ruba, and Dima Joujeh. 2026. “In Silico Prediction of Pharmacological and Toxicological Properties of Terpenoids in Centaurea Verutum Essential Oil”. International Journal of Secondary Metabolite 13 (1): 94-123. https://doi.org/10.21448/ijsm.1633486.
EndNote
Joujeh R, Joujeh D (March 1, 2026) In silico prediction of pharmacological and toxicological properties of terpenoids in Centaurea verutum essential oil. International Journal of Secondary Metabolite 13 1 94–123.
IEEE
[1]R. Joujeh and D. Joujeh, “In silico prediction of pharmacological and toxicological properties of terpenoids in Centaurea verutum essential oil”, Int. J. Sec. Metabolite, vol. 13, no. 1, pp. 94–123, Mar. 2026, doi: 10.21448/ijsm.1633486.
ISNAD
Joujeh, Ruba - Joujeh, Dima. “In Silico Prediction of Pharmacological and Toxicological Properties of Terpenoids in Centaurea Verutum Essential Oil”. International Journal of Secondary Metabolite 13/1 (March 1, 2026): 94-123. https://doi.org/10.21448/ijsm.1633486.
JAMA
1.Joujeh R, Joujeh D. In silico prediction of pharmacological and toxicological properties of terpenoids in Centaurea verutum essential oil. Int. J. Sec. Metabolite. 2026;13:94–123.
MLA
Joujeh, Ruba, and Dima Joujeh. “In Silico Prediction of Pharmacological and Toxicological Properties of Terpenoids in Centaurea Verutum Essential Oil”. International Journal of Secondary Metabolite, vol. 13, no. 1, Mar. 2026, pp. 94-123, doi:10.21448/ijsm.1633486.
Vancouver
1.Ruba Joujeh, Dima Joujeh. In silico prediction of pharmacological and toxicological properties of terpenoids in Centaurea verutum essential oil. Int. J. Sec. Metabolite. 2026 Mar. 1;13(1):94-123. doi:10.21448/ijsm.1633486