Can we discover novel pathways?
A much harder question. We need to distinguish between metabolic pathways and signal transduction (regulatory) pathways.
The transcriptional responses to changes are expected to be quite different in these two cases. See
http://www.genome.ad.jp/kegg/kegg2.htm