While for CLDN10 and UNC93B1, existing literature supports their immune functions (37, 38), the precise roles and mechanisms of all four genes, particularly TDP2 and NUP214, within macrophages in the T2D setting warrant more specific investigation. Here, CLDN10 is linked to type 2 diabetes mellitus.