In summary, this SMR analysis explored the potential causal effects of OS-related genes on diabetes and its microvascular complications, highlighting the significant roles of TP53INP1, CHEK1, SUOX, and ICAM1 in the pathogenesis. Here, ICAM1 is linked to diabetes mellitus.