Although qRT-PCR confirmed the expression trends of hub genes (FOS, JUNB, NR4A2 and DUSP1), the lack of functional experiments (e.g., gene knockout or overexpression) limits the mechanistic interpretations of the roles of these genes in the pathogenesis of T1DM. Here, JUNB is linked to type 1 diabetes mellitus.