Some papers

http://www.slideshare.net/florianmarkowetz/network-biology-lent-2010-lecture-1-3322887

DOT Export appears to work but the file output needs the semantics removed (e.g. node24 [label="Compound 24", shape=box, color=white, width=1.63, height=1.63, fixedsize="true"]).