Other identified genes that confirm the relevance of this approach are IL1B, FAS, CXCL8 etc. Previous work on network analysis in T1D was manly focused on using protein-protein interaction (PPI) interaction networks to find candidate genes in disease [65]. This evidence concerns the gene IL1B and type 1 diabetes mellitus.