To scrutinize these correlations, we examined it in individual study groups finding a significant positive correlation between ANGPTL4 and IGFBP1 in both people with T2D (r = 0.411, P = 0.011) and people with DN (r = 0.471, P = 0.003). The gene discussed is ANGPTL4; the disease is type 2 diabetes mellitus.