The expression value of hub genes in each disease cohort showed that CD34, EGR1, FMOD, IGF2 were upregulated in PD and T1D, while BBS7 and TXN were downregulated in the two diseases (Figure 6). This evidence concerns the gene TXN and type 1 diabetes mellitus.