A univariate Cox regression analysis showed that age, diabetes mellitus, history of cardiovascular disease, low IGF-1, high CRP, high glucose, low LDL-cholesterol, J-DOPPS risk score, ARO risk score and high FGF21 were predictive for the all-cause mortality (Table 3). The gene discussed is IGF1; the disease is diabetes mellitus.