In males, linear regression revealed a pronounced independent IL-6 interplay with GDF-15 adjusted for age, kidney function, comorbidities (CVD, DM) and eventually to all-cause mortality (Table 2). The gene discussed is GDF15; the disease is diabetes mellitus.