We evaluate here the individual and population genetic effects of ABCG2 in 9244 Japanese study participants, in all of whom ABCG2 variants had a higher population-attributable fraction (PAF; approximately 30%) for progression of hyperuricemia than those for other typical environmental risk factors (overweight/obesity, heavy drinking, and aging). The gene discussed is ABCG2; the disease is Obesity.