ZNF416 plays a pivotal role in modulating gene expression, cell proliferation, and apoptosis, and likely impacts the progression of diabetes-related complications through its regulation of cellular metabolic processes and inflammatory responses (Chu et al., 2022). Here, ZNF416 is linked to diabetes mellitus.