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Network Pharmacology and Bioinformatics Study of Geniposide Regulating Oxidative Stress in Colorectal Cancer
Yingzi Wu1, Jinhai Luo1, Baojun Xu1
1Guangdong Provincial Key Laboratory IRADS, Department of Life Sciences, BNU-HKBU United International College, Zhuhai 519087, China.
Abstract:
This study aims to identify the mechanism of geniposide regulating oxidative stress in colorectal cancer (CRC) through network pharmacology and bioinformatics analysis. Targets of geniposide, oxidative stress-related targets and targets related to CRC were applied from databases. The hub genes for geniposide regulating oxidative stress in CRC were identified with the protein-protein interaction (PPI) network. Furthermore, we applied Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment to analyze the hub genes from a macro perspective. We verified the hub genes by molecular docking, GEPIA, HPA and starBase database. We identified five hub genes: IL1B, GSK3B, NOS3, RELA and CDK4. GO analysis results suggested that the anti-colorectal cancer effect of geniposide by regulating oxidative stress is possibly related to the influence of multiple biological processes, including response to temperature stimulus, response to alkaloid, nitric oxide biosynthetic process, nitric oxide metabolic process, reactive nitrogen species metabolic process, cellular response to peptide, etc. KEGG enrichment analysis results indicated that the PI3K-Akt signaling pathway, IL-17 signaling pathway, p53 signaling pathway, NF-κB signaling pathway and NOD-like receptor signaling pathway are likely to be the significant pathways. Molecular docking results showed that the geniposide had a good binding activity with the hub genes. This study demonstrates that geniposide can regulate oxidative stress in CRC, and induction of oxidative stress is one of the possible mechanisms of anti-recurrence and metastasis effects of geniposide against CRC.
Insights
Geniposide combats colorectal cancer (CRC) by regulating oxidative stress. This study identified key genes and pathways involved, revealing geniposide
Area of Science:
- Integrative oncology and molecular pharmacology.
- Application of network pharmacology and bioinformatics in cancer research.
Background:
- Colorectal cancer (CRC) is a significant global health concern.
- Oxidative stress plays a critical role in CRC development and progression.
- Geniposide, a natural compound, shows potential therapeutic effects, but its mechanism in CRC is not fully elucidated.
Purpose of the Study:
- To elucidate the mechanism by which geniposide regulates oxidative stress in colorectal cancer.
- To identify key molecular targets and pathways involved in geniposide's anti-CRC effects.
- To provide a scientific basis for geniposide as a potential therapeutic agent for CRC.
Main Methods:
- Network pharmacology and bioinformatics analysis to identify geniposide targets, CRC targets, and oxidative stress-related targets.
- Protein-protein interaction (PPI) network analysis to determine hub genes.
- Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis.
- Molecular docking, GEPIA, HPA, and starBase databases for hub gene verification.
Main Results:
- Five hub genes (IL1B, GSK3B, NOS3, RELA, CDK4) were identified as crucial for geniposide's action.
- GO analysis indicated involvement in processes like response to temperature stimulus and nitric oxide metabolism.
- KEGG analysis highlighted significant pathways including PI3K-Akt, IL-17, p53, NF-κB, and NOD-like receptor signaling.
- Molecular docking confirmed good binding activity between geniposide and the identified hub genes.
Conclusions:
- Geniposide effectively regulates oxidative stress in colorectal cancer.
- The anti-cancer effects of geniposide are linked to its modulation of multiple biological processes and signaling pathways.
- Induction of oxidative stress is a potential mechanism underlying geniposide's anti-recurrence and anti-metastasis effects in CRC.
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