# Unveiling the potential of apigenin and kaempferol against colon cancer: an integrated network pharmacology and docking approach

**Authors:** Anushya Selvakumar, Perpetual Ansel Chandran, Sai Shraddha, Loganathan Chandramani Priya Dharshini, Sarath Perumal, Ramanathan Karuppasamy, Abul Kalam Azad Mandal

PMC · DOI: 10.3389/fbinf.2026.1702572 · Frontiers in Bioinformatics · 2026-02-13

## TL;DR

The study explores how apigenin and kaempferol may help treat colon cancer by targeting key genes like AKT1 through network pharmacology and molecular docking.

## Contribution

The paper introduces a novel integration of network pharmacology and molecular docking to identify dual-targeting potential of apigenin and kaempferol in colon cancer.

## Key findings

- Apigenin and kaempferol showed strong binding to AKT1 with energies of −9.4 and −9.2 kcal/mol.
- Ten hub genes, including AKT1, IL6, and NFKB1, were identified as key targets in colon cancer pathways.
- Mutation frequency analysis highlighted AKT1, NFKB1, and HIF1A as frequently altered in colon cancer.

## Abstract

Colon cancer is one of the prevalent and deadly malignancies, requiring advanced treatment strategies.

IMPPAT database, drug-likeliness, bioavailability scores, and Lipinski/Ghosh rules were utilized to screen the phytochemicals. STITCH, SwissTargetPrediction, CTD, and GeneCards were utilized for target gene retrieval (Apigenin and Kaempferol). From GeneCards, OMIM, and the NCBI Ensembl database, colon cancer-related genes were collected. The PPI network was built from the overlapping genes using STRING and Cytoscape. 10 hub genes were screened using the MCC algorithm and subjected to functional enrichment and mutation frequency analysis. Genes with high mutation frequency were selected for molecular docking and MDS.

A total of 292 overlapping targets between the two compounds and colon cancer-related genes were identified. The PPI network resulted in ten hub genes (AKT1, IL6, JUN, NFKB1, STAT3, TNF, BCL2, IL1B, HIF1A, and TGFB1). These were significantly enriched in key oncogenic pathways. Mutation frequency analysis revealed recurrent alterations in AKT1, NFKB1, and HIF1A. Docking studies showed strong binding of Apigenin and Kaempferol with AKT1, exhibiting binding energies of −9.4 and −9.2 kcal/mol, respectively. To further assess the binding stability of the apigenin–AKT1 complex, a 100 ns MDS was performed, which confirmed the structural stability.

Apigenin and kaempferol showed potential as dual-targeting agents for colon cancer therapy. Cell culture and animal model studies in future are warranted to substantiate the mechanistic roles in tumor suppression.

Network pharmacology identified the top overlapping genes between apigenin and kaempferol in colon cancer. Docking and MDS analysis suggested that targeting AKT1 will be an effective therapeutic approach.Infographic summarizing a study on colon cancer and Camellia sinensis, detailing data collection, gene screening, network analysis, and molecular docking. Findings highlight AKT1, NFKB1, and HIF1A mutation frequencies and strong binding affinity of apigenin and kaempferol with AKT1, supporting their potential synergistic effect in tumor inhibition.

Network pharmacology identified the top overlapping genes between apigenin and kaempferol in colon cancer. Docking and MDS analysis suggested that targeting AKT1 will be an effective therapeutic approach.

## Linked entities

- **Genes:** AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207], IL6 (interleukin 6) [NCBI Gene 3569], JUN (Jun proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 3725], NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790], STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774], TNF (tumor necrosis factor) [NCBI Gene 7124], BCL2 (BCL2 apoptosis regulator) [NCBI Gene 596], IL1B (interleukin 1 beta) [NCBI Gene 3553], HIF1A (hypoxia inducible factor 1 subunit alpha) [NCBI Gene 3091], TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040]
- **Chemicals:** apigenin (PubChem CID 5280443), kaempferol (PubChem CID 5280863)
- **Diseases:** colon cancer (MONDO:0002032)

## Full-text entities

- **Genes:** PIK3CA (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha) [NCBI Gene 5290] {aka CCM4, CLAPO, CLOVE, CWS5, HMH, MCAP}, PIK3CB (phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit beta) [NCBI Gene 5291] {aka P110BETA, PI3K, PI3KBETA, PIK3C1}, EPAS1 (endothelial PAS domain protein 1) [NCBI Gene 2034] {aka ECYT4, HIF2A, HLF, MOP2, PASD2, bHLHe73}, HIF1A (hypoxia inducible factor 1 subunit alpha) [NCBI Gene 3091] {aka HIF-1-alpha, HIF-1A, HIF-1alpha, HIF1, HIF1-ALPHA, MOP1}, MTOR (mechanistic target of rapamycin kinase) [NCBI Gene 2475] {aka FRAP, FRAP1, FRAP2, RAFT1, RAPT1, SKS}, BCL2 (BCL2 apoptosis regulator) [NCBI Gene 596] {aka Bcl-2, PPP1R50}, GPR35 (G protein-coupled receptor 35) [NCBI Gene 2859], UBE2K (ubiquitin conjugating enzyme E2 K) [NCBI Gene 3093] {aka E2-25K, HIP2, HYPG, LIG, UBC1}, MAPK1 (mitogen-activated protein kinase 1) [NCBI Gene 5594] {aka ERK, ERK-2, ERK2, ERT1, MAPK2, NS13}, IL6 (interleukin 6) [NCBI Gene 3569] {aka BSF-2, BSF2, CDF, HGF, HSF, IFN-beta-2}, TGFB1 (transforming growth factor beta 1) [NCBI Gene 7040] {aka CAEND1, CED, DPD1, IBDIMDE, LAP, TGF-beta1}, NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}, B3GALT5 (beta-1,3-galactosyltransferase 5) [NCBI Gene 10317] {aka B3GalT-V, B3GalTx, B3T5, GLCT5, beta-1,3-GalTase 5, beta-3-Gx-T5}, NEK6 (NIMA related kinase 6) [NCBI Gene 10783] {aka SID6-1512}, IL6R (interleukin 6 receptor) [NCBI Gene 3570] {aka CD126, HIES5, IL-1Ra, IL-6R, IL-6R-1, IL-6RA}, VEGFA (vascular endothelial growth factor A) [NCBI Gene 7422] {aka L-VEGF, MVCD1, VEGF, VPF}, PTEN (phosphatase and tensin homolog) [NCBI Gene 5728] {aka 10q23del, BZS, CWS1, DEC, GLM2, MHAM}, TNF (tumor necrosis factor) [NCBI Gene 7124] {aka DIF, IMD127, TNF-alpha, TNFA, TNFSF2, TNLG1F}, JUN (Jun proto-oncogene, AP-1 transcription factor subunit) [NCBI Gene 3725] {aka AP-1, AP1, c-Jun, cJUN, p39}, STAT3 (signal transducer and activator of transcription 3) [NCBI Gene 6774] {aka ADMIO, ADMIO1, APRF, HIES}, AKT1 (AKT serine/threonine kinase 1) [NCBI Gene 207] {aka AKT, PKB, PKB-ALPHA, PRKBA, RAC, RAC-ALPHA}, IL1B (interleukin 1 beta) [NCBI Gene 3553] {aka IL-1, IL1-BETA, IL1F2, IL1beta}
- **Diseases:** deaths (MESH:D003643), atherogenesis (MESH:D050197), Colon cancer (MESH:D015179), metastasis (MESH:D009362), toxicity (MESH:D064420), cardiovascular diseases (MESH:D002318), tumorigenesis (MESH:D063646), COAD (MESH:D003110), OMIM (MESH:D030342), MDS (MESH:D009190), PC (MESH:D015324), MDS (MESH:D000092242), inflammation (MESH:D007249), lung and bronchus cancer (MESH:D008175), cancer (MESH:D009369)
- **Chemicals:** flavonoid (MESH:D005419), hydrogen (MESH:D006859), DeltaG (-), chlorine (MESH:D002713), amino acids (MESH:D000596), Apigenin (MESH:D047310), 5-FU (MESH:D005472), water (MESH:D014867), Kaempferol (MESH:C006552)
- **Species:** Camellia sinensis (black tea, species) [taxon 4442], Homo sapiens (human, species) [taxon 9606], C. sinensis [taxon 128511]
- **Mutations:** V600E, AKT1 E17K

## Full text

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## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12946048/full.md

## References

41 references — full list in the complete paper: https://tomesphere.com/paper/PMC12946048/full.md

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Source: https://tomesphere.com/paper/PMC12946048