Thanks. I actually am using cytoscape. I used clueGO+cluePedia. (the network resulted from this app gave me the relationship between functional groups, but I did not think the interaction was indicated by node connections)
I am just going to try out Mania. Are you familiar with this app. Is the network presented based on the interactions?