The current findings of the role of STA3, and STAT1 as TFs, indicates its significant role in acute-phase response and inflammation, which is a hallmark of the biological process and related disorders associated with comorbidities of T2DM such as the damage of kidney which is enriched in the dataset. Here, ARHGEF3 is linked to type 2 diabetes mellitus.