ERBB2 and breast cancer: Then, we validated the association of the communities with breast cancer subtypes (Luminal A (LumA) ∖ B (LumB), Her2 and Basal) (Fig. 2C and Additional file 1: Table S1)as well as their association with mutagenic processes independent of the subtyping through the mutation behaviour of the core genes with top degrees.