IMMAN

IMMAN reconstructs Interolog Protein Networks (IPNs) by integrating multiple Protein-Protein Interaction Networks (PPINs) to identify conserved interactions for comparative and functional analyses.

Key Features:

• Integration of Multiple PPINs: IMMAN combines PPIN datasets to unify protein interaction data across species.
• Conservation Analysis: IMMAN retrieves IPNs with varying degrees of conservation to detect interactions preserved across species.
• Protein Function Prediction: IMMAN leverages conserved network structure and interaction patterns to support protein function prediction.

Scientific Applications:

• Comparative Genomics: IMMAN identifies conserved networks for comparing protein interactions across species.
• Evolutionary Biology: IMMAN aids analysis of evolutionary relationships by detecting conserved interactions across taxa.
• Model-to-Human Extrapolation: IMMAN supports extrapolating findings from model organisms to human biology by identifying preserved proteins and pathways.

Methodology:

IMMAN systematically integrates PPINs by overlaying networks from different sources, identifies conserved interactions, and reconstructs Interolog Protein Networks (IPNs) for downstream analyses such as functional prediction and evolutionary studies.