Citation
Zhong, Sun
(2024)
Anti-pancreatic cancer effects of luteolin and gemcitabine combination through network pharmacology, in silico, and in vitro studies.
Doctoral thesis, Universiti Putra Malaysia.
Abstract
Pancreatic cancer remains a highly aggressive malignancy with poor survival
rates due to late-stage diagnosis, rapid metastasis, and limited chemotherapy
efficacy. Gemcitabine (GEM), a nucleoside analog, disrupts DNA synthesis
but is often limited by rapid plasma degradation and chemoresistance. Luteolin
(LUT), a naturally occurring flavonoid with anticancer properties, has been
proposed as a chemosensitizing agent due to its ability to modulate multiple
oncogenic pathways, including STAT3, VEGFA, and HIF-1α. This thesis
investigates the therapeutic potential and synergistic effects of GEM and LUT
combination therapy in pancreatic cancer using network pharmacology,
molecular docking, and in vitro functional assays on the PANC-1 pancreatic
cancer cell line.
Network pharmacology analysis identified five key hub genes—STAT3, JUN,
VEGFA, EGF, and HIF-1α—central to pancreatic cancer progression based on their high degree centrality in the protein-protein interaction (PPI) network
constructed using the STRING database. Molecular docking revealed strong
binding affinities between LUT and these oncogenic proteins, with binding
energies of -7.8 kcal/mol for STAT3, -6.9 kcal/mol for VEGFA, and -6.5
kcal/mol for HIF-1α, suggesting a potential for direct interaction and pathway
inhibition. In vitro cytotoxicity assays (CCK-8) demonstrated a time- and dose-
dependent reduction in PANC-1 cell viability. GEM’s IC50 decreased from
494.2 μM at 24 hours to 57.04 μM at 72 hours, while LUT’s IC50 dropped from
209.7 μM to 91.10 μM over the same period, indicating enhanced cytotoxicity
with extended exposure. Orthogonal experimental analysis further confirmed
that LUT exerted a stronger inhibitory effect (F-value = 322.356, p < 0.001)
compared to GEM (F-value = 116.085, p < 0.001). Response surface analysis
identified significant synergy, with several combination treatments
demonstrating a Combination Index (CI) below 0.9, such as GEM 60 μM +
LUT 22.5 μM (CI = 0.99) and GEM 69.32 μM + LUT 56.25 μM (CI = 0.92),
although some additive effects were also observed. Functional assays further
validated the combination’s anti-migratory and anti-invasive effects. The
wound healing assay revealed a significant reduction in wound closure by 50.7%
(p < 0.001) at 24 hours for the highest GEM + LUT combination tested
compared to control. Similarly, the transwell invasion assay showed a 68.2%
reduction in invasive cells with combination treatment (p < 0.001). Western
blot analysis confirmed significant downregulation of key oncogenic proteins,
with reductions in STAT3 (64.3%, p < 0.001), JUN (55.7%, p < 0.001), VEGFA
(47.8%, p < 0.01), EGF (52.1%, p < 0.01), and HIF-1α (45.7%, p < 0.01). These
molecular findings correlated with the observed reduction in cellular proliferation, migration, and invasion, further supporting the disruption of
multiple oncogenic pathways contributing to pancreatic cancer progression.
While this study provides strong in vitro evidence of the synergistic anti-cancer
effects of GEM and LUT, the absence of in vivo validation remains a limitation.
Future studies using patient-derived xenograft models and pharmacokinetic
optimization strategies, such as nanoparticle-based delivery systems, are
recommended to further explore the clinical translational potential of this
combination therapy for pancreatic cancer treatment.
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Additional Metadata
| Item Type: |
Thesis
(Doctoral)
|
| Subject: |
Pancreas -- Tumors |
| Call Number: |
FPSK(p) 2024 42 |
| Chairman Supervisor: |
Associate Professor Thilakavathy a/p Karuppiah |
| Divisions: |
Faculty of Medicine and Health Science |
| Keywords: |
Pancreatic cancer; Gemcitabine; Luteolin; Network
pharmacology; Combination therapy |
| Sustainable Development Goals (SDGs): |
SDG 3: Good Health and Well-being, SDG 9: Industry, Innovation and Infrastructure, SDG 12: Responsible Consumption and Production |
| Depositing User: |
MS. HADIZAH NORDIN
|
| Date Deposited: |
21 Jul 2026 14:15 |
| Last Modified: |
21 Jul 2026 14:15 |
| URI: |
http://psasir.upm.edu.my/id/eprint/126688 |
| Statistic Details: |
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