One group characterized by the prevalence of diabetes and kidney disease had the highest plasma concentrations of creatinine, glucose, gamma-glutamyl transferase (GGT), and growth differentiation factor-15 (GDF-15). The gene discussed is GDF15; the disease is diabetes mellitus.