In order to verify the expression difference of the three hub genes, the difference analysis was performed in the external data set(GSE20891), compared with the control group, in the AMD group, SCD, FASD1 and FASD2 had significant differences (P<0.05) (Fig 4A–4C). The gene discussed is SCD; the disease is age-related macular degeneration.