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