The SART3 and RNPS1 are the genes with the highest score in the advanced stage of NAFLD; moreover, the result of PPI revealed that there is a strong correlation between SART3 and RNPS1, both of them are members of the post-splicing complex. The gene discussed is RNPS1; the disease is metabolic dysfunction-associated steatotic liver disease.