Type 2 diabetes demonstrated no significant effect on CX3CL1, FGF-21, hGDNF, or TGF-alpha across all MR analysis approaches, implying unidirectional causality for our findings (Figure 4). Here, GDNF is linked to type 2 diabetes mellitus.