Gastroenterology Research and Practice · 2021 · 18 citations · 28 references
Life SciencesBioinformaticsPharmacologyDrug DiscoveryInflammationPathway AnalysisDrug-target Interaction NetworksGastrointestinal InflammationInflammatory Bowel DiseaseMolecular Interaction NetworksNetwork MedicineNetwork PharmacologyDrug - Target Network AnalysisDrug-target Network AnalysisDrug-target Network ConstructionGene Expression Network AnalysisInflammatory Bowel Disease PathophysiologyMolecular Docking AnalysisMolecular Docking OptimizationPharmacological Network Analysis
BACKGROUND: Wumei pill (WMP) has a long history of colitis treatment in China, but the protective mechanisms have not been elucidated. To uncover the potential mechanisms of WMP against ulcerative colitis (UC), the network pharmacology approach was utilized in this study. METHODS: Public databases were utilized to identify the potential targets of WMP and genes related to UC. Based on the identified overlapping common targets, drug-ingredient-target gene network, Gene Ontology (GO) analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis, and protein-protein interaction (PPI) analysis were conducted. Molecular docking was carried out to verify the selected key active ingredients and core targets. RESULTS: 129 active ingredients and 622 target genes were obtained. The drug-ingredient-target gene network revealed 52 active ingredients of WMP acting on 73 targets related to UC. GO analysis revealed that biological processes were mainly associated with oxidative stress, such as, reactive oxygen species metabolic processes, response to oxidative stress, cellular response to oxidative stress, response to reactive oxygen species, and regulation of reactive oxygen species metabolic processes. KEGG analysis revealed that the immune- and inflammation-related pathways, tumor-related signaling pathways, and microbial infection-related signaling pathways were the most significant. PPI network identified 13 core target genes. The molecular docking results indicated the formation of stable bonds between the active ingredients and core target genes. CONCLUSIONS: The approach of network pharmacology reveals the key ingredients, potential core targets, and biological process of WMP in the treatment of UC. The mechanisms of action of WMP involve anti-inflammation, antioxidation, and modulation of immunity, which provides evidence for the therapeutic role of WMP in UC.
28
Cytoscape: A Software Environment for Integrated Models of Biomolecular Interaction Networks
Paul Shannon, Andrew Markiel, Owen Ozier et al. · Genome Research · 2003 · 54.3K citations · Full text
clusterProfiler: an R Package for Comparing Biological Themes Among Gene Clusters
Guangchuang Yu, Li-Gen Wang, Yanyan Han et al. · OMICS A Journal of Integrative Biology · 2012 · 38.3K citations
cytoHubba: identifying hub objects and sub-networks from complex interactome
Chia-Hao Chin, Shu-Hwa Chen, Hsin-Hung Wu et al. · BMC Systems Biology · 2014 · 6.8K citations · Full text