Pathways containing genes within the MHC loci, including PSMB genes and NOTCH4, were highly scored, and most of non-immune pathways in T1D data with AUC > 0.6 contained PSMB genes. The gene discussed is NOTCH4; the disease is type 1 diabetes mellitus.