Original ArticleJournal of Young PharmacistsVol. 18 | Issue 2 | 2026 | pp. 457–466Open access
In silico Evaluation of Pergularia daemia Steroidal Lactone Phytochemicals as Potential Multi-Target Modulators of PIK3CA and STAT3 Signaling Pathways in Pancreatic Cancer
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- 1,
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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: Santhiya Gopalsamy
School of Pharmacy, SBV Karaikal Campus, Sri Balaji Vidyapeeth (Deemed to be University), Karaikal, Puducherry, INDIA.
Email: santhiyagopalsamy31@gmail.com
Copyright: © 2026 Manuscript Technomedia. This is an open access article.
- Published:
- Jan 1, 2026
- Received:
- Dec 24, 2025
- Accepted:
- Apr 16, 2026
- DOI:
- 10.5530/jyp.20260040
How to cite
Mylasalam, M., Ravi, P., Jayabalan, G., & Gopalsamy, S. (2026). In silico Evaluation of Pergularia daemia Steroidal Lactone Phytochemicals as Potential Multi-Target Modulators of PIK3CA and STAT3 Signaling Pathways in Pancreatic Cancer. Journal of Young Pharmacists, 18(2), 457–466. https://doi.org/10.5530/jyp.20260040
Abstract
Background
Pancreatic cancer remains a lethal disease, largely because of its aggressive biology and scant therapeutic options. Central to its progression are dysregulated oncogenic pathways-most notably PI3K/AKT/mTOR and STAT3, which drive tumor growth, survival, and resistance to therapy. Natural products, with their ability to target multiple nodes in these networks, offer a promising source of novel anticancer agents.
Objectives
Here we investigated a set of steroidal lactone phytochemicals isolated from Pergularia daemia for their potential interactions with key pancreatic cancer associated targets.
Materials and Methods
Five compounds-Calotropin, Calactin, Calotropagenin, Coroglaucinin, and Corotoxigenin-were screened using an integrative network-pharmacology pipeline. SwissTargetPrediction identified 45 putative targets, and pathway enrichment (KEGG and GO) highlighted a strong signal for the pancreatic cancer pathway (9 genes, fold enrichment ≈ 150, -log10 FDR ≈ 12). The PI3K/AKT/mTOR axis emerged as the most enriched network. Drug-likeness and pharmacokinetic predictions (Swiss ADME) confirmed favorable ADME profiles, with high gastrointestinal absorption and low predicted toxicity. Molecular docking against six pancreatic-cancer-associated proteins (PIK3CA, STAT3, AKT1, EGFR, mTOR, BRAF) using SwissDock revealed favorable predicted binding affinities (-4.84 to -8.87 kcal mol⁻¹).
Results
Calotropagenin and Coroglaucinin showed the strongest interactions with PIK3CA (-8.87 and -8.81 kcal mol⁻¹, respectively), while Calactin and Calotropin showed favorable docking interactions with STAT3 (-7.65 and -7.44 kcal mol⁻¹).
Conclusion
Collectively, these findings suggest that steroidal lactones from Pergularia daemia may exhibit potential multi-target interactions with pancreatic cancer-associated proteins particularly within the PI3K/AKT/mTOR and STAT3 signaling pathways. However, these findings are based on computational predictions and require further experimental validation.
Keywords
Subject
Article metadata
| Title | In silico Evaluation of Pergularia daemia Steroidal Lactone Phytochemicals as Potential Multi-Target Modulators of PIK3CA and STAT3 Signaling Pathways in Pancreatic Cancer |
|---|---|
| Authors | Muthukumaran Mylasalam; Pughazendhi Ravi; Gowrishankar Jayabalan; Santhiya Gopalsamy |
| Affiliations | School of Pharmacy, SBV Karaikal Campus, Sri Balaji Vidyapeeth (Deemed to be University), Karaikal, Puducherry, INDIA. |
| Corresponding author | santhiyagopalsamy31@gmail.com |
| Journal | Journal of Young Pharmacists |
| Volume / Issue | Vol. 18, Issue 2 (2026) |
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