Original ArticleIndian Journal of Pharmaceutical Education and ResearchVol. 60 | Issue 3 | 2026 | pp. 1206–1217Open access
Decoding the Anticancer Mechanism of Action of Kaempferol in Liver Cancer Cells via Transcriptomics, Network Pharmacology, Molecular Docking, Dynamics Simulations, and in vitro Validation
- 1,
- 2,
- 3,
- 4*
- 1 Department of Oncology, Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan Hubei, CHINA.
- 2 Department of Liver Disease, Yantai Qishan Hospital, Yantai Shandong, CHINA.
- 3 Department of Liver Disease, Yantai Qishan Hospital, Yantai Shandong, CHINA.
- 4 Department of Oncology, The First Hospital of Weinan, Weinan Shaanxi, CHINA.
Published in Indian Journal of Pharmaceutical Education and Research
Correspondence: Guoqiang Xing
Department of Oncology, The First Hospital of Weinan, Weinan Shaanxi, CHINA.
Email: xingguoqiang55@hotmail.com
Copyright: © 2026 Manuscript Technomedia. This is an open access article.
- Published:
- Jan 1, 2026
- Received:
- Dec 14, 2025
- Accepted:
- Mar 27, 2026
- DOI:
- 10.5530/ijper.20262120
How to cite
He, Z., Liu, W., Liu, W., & Xing, G. (2026). Decoding the Anticancer Mechanism of Action of Kaempferol in Liver Cancer Cells via Transcriptomics, Network Pharmacology, Molecular Docking, Dynamics Simulations, and in vitro Validation. Indian Journal of Pharmaceutical Education and Research, 60(3), 1206–1217. https://doi.org/10.5530/ijper.20262120
Abstract
Background: Kaempferol, a dietary flavonoid with proven antioxidant and antiinflammatory properties, has garnered significant interest in cancer research for its ability to modulate multiple oncogenic pathways, making it a compelling candidate for multitargeted therapy in addressing the considerable health burden of liver cancer. Objectives: To elucidate the therapeutic potential of kaempferol through network pharmacology, and in vitro experimental methodology. Materials and Methods: The pharmacological and physico-chemical properties of kaempferol were assessed using SwissADME and Protox-3.0. Target prediction utilized SuperPred and SwissTargetPrediction, filtered for liver cancer-specific genes through GeneCards. Protein-Protein Interaction (PPI) networks were constructed in Cytoscape, with hub genes identified via cytoHubba. Functional enrichment analyses, molecular docking, and dynamics were conducted, supported by GEPIA2 and TIMER analyses. HEP-G2 cell assays evaluated cell cytotoxicity, cell migration, apoptosis, and cell cycle phase distribution effects. Results: Kaempferol exhibited favorable drug-likeness, low toxicity, and potent interactions with liver cancer targets. Hub genes (GSK3B, MMP9, STAT1) were identified, linked to key cancer pathways (Wnt, PI3K-Akt, ECM-receptor). Molecular docking demonstrated high affinity for GSK3B (-8.9 kcal/mol), MMP9 (-9.2 kcal/mol), and STAT1 (-7 kcal/mol), with stable interactions validated by dynamics. Expression analyses revealed upregulation of these genes in liver cancer, correlated with immune infiltration patterns. Experimentally, kaempferol reduced HEP-G2 cell viability in a dose-dependent manner, significantly inhibited cell migration, induced cell apoptosis (early and late), and arrested cells at the G2/M phase. Conclusion: Kaempferol regulates critical pathways in liver cancer, exhibiting potent anticancer effects through induction of apoptosis, inhibition of cell migration, and cell cycle arrest, thereby positioning it as a compelling prospect for therapeutic development.
Keywords
Subject
Article metadata
| Title | Decoding the Anticancer Mechanism of Action of Kaempferol in Liver Cancer Cells via Transcriptomics, Network Pharmacology, Molecular Docking, Dynamics Simulations, and in vitro Validation |
|---|---|
| Authors | Zhen He; Wei Liu; Wei Liu; Guoqiang Xing |
| Affiliations | Department of Oncology, Wuhan Third Hospital, Tongren Hospital of Wuhan University, Wuhan Hubei, CHINA.; Department of Liver Disease, Yantai Qishan Hospital, Yantai Shandong, CHINA.; Department of Liver Disease, Yantai Qishan Hospital, Yantai Shandong, CHINA.; Department of Oncology, The First Hospital of Weinan, Weinan Shaanxi, CHINA. |
| Corresponding author | xingguoqiang55@hotmail.com |
| Journal | Indian Journal of Pharmaceutical Education and Research |
| Volume / Issue | Vol. 60, Issue 3 (2026) |
Also in this issue
- The Interplay between Traumatic Brain Injury, Cocaine Abuse, and Genetic Mutations in the Development of Parkinsons Disease: A Reviewpp. 918–924
- Utilizing Biomimetic Polymers for Innovations in Drug and Gene Deliverypp. 925–936
- Newer Pedagogical Methods for Teaching and Learning in Pharmaceutical Educationpp. 937–945
- Therapeutic Repurposing Strategies for Cardiovascular Disease Managementpp. 946–955
- Stimuli-Responsive and Functionalized Nanosponges: Precision Delivery to the Tumor Microenvironmentpp. 956–966