Six variants in PNPLA1 showed association with obesity (rs9380559, rs12212459, rs1467912, rs4713951, rs10947600, and rs12199580, p<0.05 after adjustment for age and gender). The gene discussed is PNPLA1; the disease is obesity due to melanocortin 4 receptor deficiency.