For instance, proteins such as apolipoprotein F (APOF), tumor necrosis factor superfamily member 12 and lipoprotein lipase (LPL) are significantly upregulated in patients with T2D compared to controls in the UGR-PD but not in the UKB-PPP. The gene discussed is APOF; the disease is type 2 diabetes mellitus.