GeneMania Cytoscape plugin

GeneMania Cytoscape plugin predicts gene function by applying a guilt-by-association approach that leverages functional interaction networks to identify genes related to a query gene set.

Key Features:

• Guilt-by-association methodology: Uses guilt-by-association on functional interaction networks to prioritize genes related to a query gene set.
• Functional interaction network database: Utilizes over 800 functional interaction networks derived from six different organisms.
• Traceability: Each gene identified as related to the query set is traceable to the specific source network used in its prediction.
• Custom data integration: Incorporates user-defined interaction networks and expression profile data into analyses.
• Implementation: Implemented in Java.

Scientific Applications:

• Functional genomics: Gene function prediction and annotation via network-based inference.
• Systems biology: Network-based analysis of gene interactions and network context.
• Personalized medicine: Supporting investigations where understanding gene function and interaction networks is crucial.

Methodology:

Applies a guilt-by-association approach on functional interaction networks and can incorporate user-defined interaction networks and expression profile data.