In this specific case, GDF-15 serum levels were associated with diabetes and subclinical atherosclerosis in carriers of the rs1054564 variant, but no significant associations were observed with other metabolic parameters, including hypertension, obesity, metabolic syndrome, or liver steatosis [87]. The gene discussed is GDF15; the disease is diabetes mellitus.