Fig. 1.

In standard enrichment analysis, the full gene list is subjected to enrichment analysis and all significantly enriched pathways are returned. In the proposed experimental community detection enhanced method, the full gene list is first subjected to community detection to parse the gene list into sub-gene lists. Enrichment analysis is then performed for each gene list associated with each “discovered” community. Only the most significant pathway is returned for each community.