In vivo, ufmylation on UFBP1 ameliorated obesity, hepatic steatosis, hepatic lipogenesis, dyslipidemia, insulin resistance and liver damage in mice with NAFLD induced by a high fat diet (HFD). The gene discussed is DDRGK1; the disease is obesity due to melanocortin 4 receptor deficiency.