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From Differential Expression to Mechanism: Interaction Network Analysis, Clusters, Functions, Hubs

BioinfoDemos

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From Differential Expression to Mechanism: Interaction Network Analysis, Clusters, Functions, Hubs

207 просмотров · 4 недели назад
BioinfoDemos
81 подписчик
207 просмотров · 4 недели назад
In this workshop, we demonstrate how to move from a list of differentially expressed genes to biological insight using protein-protein interaction (PPI) network analysis. Participants learn how to build interaction networks with STRING, import and analyze networks in Cytoscape, identify key hub genes, explore functional enrichment results, and generate publication-ready network visualizations. Topics covered: Introduction to protein-protein interaction networks Retrieving interaction data from STRING Importing networks into Cytoscape Using stringApp for seamless STRING integration Network visualization and customization Identifying hub proteins and network modules Functional enrichment analysis Interpreting biological mechanisms from gene expression results Best practices for network-based analysis Workshop Materials GitHub Repository: https://github.com/rologmilian/ppi_ne... Software & Resources Cytoscape Download Cytoscape: https://cytoscape.org/download.html STRING Database STRING: https://string-db.org Cytoscape stringApp Install stringApp from the Cytoscape App Store: https://apps.cytoscape.org/apps/strin... Cytoscape App Store Browse additional Cytoscape apps: https://apps.cytoscape.org