It can be seen that the reason for this outcome may be that SOCS2, THBS1 and IFIT2 are involved in the development of NAFLD by their involvement in fat metabolism, thereby affecting the pathogenesis of diseases.Based on this, we think CEBPD is more valuable to our study. Here, SOCS2 is linked to metabolic dysfunction-associated steatotic liver disease.