In silico analysis of Senna alexandrina compounds as potential cyclooxygenase-2 inhibitors for targeted anti-inflammatory properties

dc.contributor.advisorMathomu, L. M.
dc.contributor.advisorMakumire, S.
dc.contributor.authorMaluleke, Matimba
dc.date2026
dc.date.accessioned2026-10-04T07:17:46Z
dc.date.issued2026-09-11
dc.descriptionM. Sc. in Biochemistry
dc.descriptionDepartment of Biochemistry and Microbiology
dc.description.abstractSenna alexandrina, a medicinal plant from the Fabaceae family, is known and traditionally recognised for its laxative properties, but also contains bioactive compounds with potential anti-inflammatory effects. Inflammation, driven by cyclooxygenase-2 (COX-2) activity, is associated with numerous pathological conditions, making COX-2 a validated pharmacological target. Currently, non-steroidal anti-inflammatory drugs (NSAIDs) and selective COX-2 inhibitors (COXIBs) are effective but associated with gastrointestinal and cardiovascular risks, highlighting the need for safer alternatives. The study employed an integrated in silico approach to evaluate the phytochemicals from S. alexandrina as potential COX-2 inhibitors. Methanolic leaf extracts were profiled using LC-MS, revealing the diverse classes of compounds, including anthraquinones and flavonoids. Molecular networking further confirmed the chemical diversity, while SwissADME and pkCSM predicted favourable pharmacokinetic properties for most compounds, which followed Lipinski’s Rule of Five and Viber’s criteria. Molecular docking revealed superior binding affinities for anthraquinones (-10 to -8.3 kcal/mol) and flavonoids (-9.7 to -8.7 kcal/mol). In comparison, NSAIDs (-8.1 to -6.2 kcal/mol) are supported by hydrogen bonding, π-π stacking, and hydrophobic interactions within the COX-2 active site. Network pharmacology further complements the multi-target engagement, including estrogen receptors, angiogenesis regulators, and oxidative stress pathways, suggesting therapeutic potential beyond COX-2 inhibition. The compound-target-disease network highlighted polypharmacology as a potential strategy for simultaneously addressing inflammation, hormonal imbalance, and angiogenesis. The findings suggest that S. alexandrina phytochemicals are a promising candidate for safer anti-inflammatory therapies and may have potential in the management of endometriosis and dysmenorrhea. Future work should focus on experimental validation, formulation optimisation, and clinical evaluation to integrate the computational insights into therapeutic applications.
dc.format.extent1 online resource (103 leaves): color illustrations
dc.identifier.apacitationMaluleke, M. (2026). <i>In silico analysis of Senna alexandrina compounds as potential cyclooxygenase-2 inhibitors for targeted anti-inflammatory properties</i>. (). . Retrieved from en_ZA
dc.identifier.chicagocitationMaluleke, Matimba. <i>"In silico analysis of Senna alexandrina compounds as potential cyclooxygenase-2 inhibitors for targeted anti-inflammatory properties."</i> ., , 2026. en_ZA
dc.identifier.citationMaluleke, M. 2026. In silico analysis of Senna alexandrina compounds as potential cyclooxygenase-2 inhibitors for targeted anti-inflammatory properties. . . en_ZA
dc.identifier.ris TY - Dissertation AU - Maluleke, Matimba AB - Senna alexandrina, a medicinal plant from the Fabaceae family, is known and traditionally recognised for its laxative properties, but also contains bioactive compounds with potential anti-inflammatory effects. Inflammation, driven by cyclooxygenase-2 (COX-2) activity, is associated with numerous pathological conditions, making COX-2 a validated pharmacological target. Currently, non-steroidal anti-inflammatory drugs (NSAIDs) and selective COX-2 inhibitors (COXIBs) are effective but associated with gastrointestinal and cardiovascular risks, highlighting the need for safer alternatives. The study employed an integrated in silico approach to evaluate the phytochemicals from S. alexandrina as potential COX-2 inhibitors. Methanolic leaf extracts were profiled using LC-MS, revealing the diverse classes of compounds, including anthraquinones and flavonoids. Molecular networking further confirmed the chemical diversity, while SwissADME and pkCSM predicted favourable pharmacokinetic properties for most compounds, which followed Lipinski’s Rule of Five and Viber’s criteria. Molecular docking revealed superior binding affinities for anthraquinones (-10 to -8.3 kcal/mol) and flavonoids (-9.7 to -8.7 kcal/mol). In comparison, NSAIDs (-8.1 to -6.2 kcal/mol) are supported by hydrogen bonding, π-π stacking, and hydrophobic interactions within the COX-2 active site. Network pharmacology further complements the multi-target engagement, including estrogen receptors, angiogenesis regulators, and oxidative stress pathways, suggesting therapeutic potential beyond COX-2 inhibition. The compound-target-disease network highlighted polypharmacology as a potential strategy for simultaneously addressing inflammation, hormonal imbalance, and angiogenesis. The findings suggest that S. alexandrina phytochemicals are a promising candidate for safer anti-inflammatory therapies and may have potential in the management of endometriosis and dysmenorrhea. Future work should focus on experimental validation, formulation optimisation, and clinical evaluation to integrate the computational insights into therapeutic applications. DA - 2026-09-11 DB - ResearchSpace DP - Univen KW - Senna alexandrina KW - Cyclooxygenase KW - Inflammation KW - NSAIDS KW - In Silico KW - Molecular docking KW - Network pharmacology KW - Endometriosis LK - https://univendspace.univen.ac.za PY - 2026 T1 - In silico analysis of Senna alexandrina compounds as potential cyclooxygenase-2 inhibitors for targeted anti-inflammatory properties TI - In silico analysis of Senna alexandrina compounds as potential cyclooxygenase-2 inhibitors for targeted anti-inflammatory properties UR - ER - en_ZA
dc.identifier.urihttps://hdl.handle.net/11602/3533
dc.identifier.vancouvercitationMaluleke M. In silico analysis of Senna alexandrina compounds as potential cyclooxygenase-2 inhibitors for targeted anti-inflammatory properties. []. , 2026 [cited yyyy month dd]. Available from: en_ZA
dc.language.isoen
dc.relation.requiresPDF
dc.rightsUniversity of Venda
dc.subjectSenna alexandrina
dc.subjectUCTDen_ZA
dc.subjectInflammation
dc.subjectNSAIDS
dc.subjectIn Silico
dc.subjectMolecular docking
dc.subjectNetwork pharmacology
dc.subjectEndometriosis
dc.subject.ddcSenna
dc.subject.ddc583.749
dc.subject.lcshCassia (Genus)
dc.subject.lcshCaesalphiniaceae
dc.subject.lcshCassia siamea
dc.titleIn silico analysis of Senna alexandrina compounds as potential cyclooxygenase-2 inhibitors for targeted anti-inflammatory properties
dc.typeDissertation

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