Original ArticleJournal of Young PharmacistsVol. 18 | Issue 2 | 2026 | pp. 357–368Open access
Systems Pharmacology-Based in silico Decoding of the Polypharmacology Mechanisms of Silymarin against Breast Cancer
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- 1 School of Pharmacy, SBV Karaikal Campus, Sri Balaji Vidyapeeth (Deemed to be University), Karaikal, Puducherry, INDIA.
Published in Journal of Young Pharmacists
Correspondence: Pughazendhi Ravi
School of Pharmacy, SBV Karaikal Campus, Sri Balaji Vidyapeeth (Deemed to be University), Karaikal, Puducherry, INDIA.
Email: pughazendhipg15@gmail.com
Copyright: © 2026 Manuscript Technomedia. This is an open access article.
- Published:
- Jun 26, 2026
- Received:
- Jan 11, 2026
- Accepted:
- May 24, 2026
- DOI:
- 10.5530/jyp.20260033
How to cite
Ravi, P., Subbaraman, C. V., Mylasalam, M., Jayabalan, G., Gopalsamy, S., & Edwardraj, N. J. (2026). Systems Pharmacology-Based in silico Decoding of the Polypharmacology Mechanisms of Silymarin against Breast Cancer. Journal of Young Pharmacists, 18(2), 357–368. https://doi.org/10.5530/jyp.20260033
Abstract
Background
Breast cancer is a biologically heterogeneous disease driven by complex and interconnected molecular pathways, often limiting the efficacy of conventional single-target therapies.
Purpose
In this study, an integrated systems pharmacology-based in silico approach was applied to elucidate the polypharmacological mechanisms of silymarin against breast cancer.
Materials and Methods
Breast cancer-associated targets were systematically identified and analyzed through Protein-Protein Interaction (PPI) network analysis, hub gene analysis, and compound-target network mapping to identify key regulatory nodes. Network analysis revealed central hub genes involved in DNA damage repair, cell cycle regulation, apoptosis, hormone signaling, and oncogenic pathways.
Results
Target prediction and overlap analysis demonstrated that major silymarin constituents interact with multiple breast cancer-associated molecular hubs, supporting a coordinated multi-target mechanism in critical cancer-related pathways, including p53, PI3K-AKT, Wnt/β-catenin signaling, and telomere maintenance. Molecular docking further validated stable, energetically favorable interactions between silymarin bioactive compounds and key cancer-driving proteins. In silico ADME (Absorption, Distribution, Metabolism, Excretion) and toxicity profiling indicated acceptable pharmacokinetic properties and favorable safety profiles for the major silymarin constituents.
Conclusion
Overall, this study provides systems-level evidence that silymarin exerts anticancer effects through multi-target and multi-pathway modulation, supporting its potential as a promising therapeutic candidate for breast cancer and warranting further experimental validation.
Keywords
Subject
Article metadata
| Title | Systems Pharmacology-Based in silico Decoding of the Polypharmacology Mechanisms of Silymarin against Breast Cancer |
|---|---|
| Authors | Pughazendhi Ravi; Chandrasekaran Velusamy Subbaraman; Muthukumaran Mylasalam; Gowrishankar Jayabalan; Santhiya Gopalsamy; Nivetha Jasmine Edwardraj |
| Affiliations | School of Pharmacy, SBV Karaikal Campus, Sri Balaji Vidyapeeth (Deemed to be University), Karaikal, Puducherry, INDIA. |
| Corresponding author | pughazendhipg15@gmail.com |
| Journal | Journal of Young Pharmacists |
| Volume / Issue | Vol. 18, Issue 2 (2026) |
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