As the KEGG enrichment analysis results revealed that the intersection genes of NAFLD and IS were associated with cancer, the effect of RRS1 (the gene with the greatest prediction performance of NAFLD with IS) was further investigated in pan-cancer. Here, RRS1 is linked to metabolic dysfunction-associated steatotic liver disease.