Mechanistically, our discovery analysis indicated that expressions of APOA1, APOC3, and APOA5 are inversely associated with tumor-infiltrating immune cells, and we proposed that they exert an immunomodulatory effect on the tumor microenvironment. This evidence concerns the gene APOA1 and neoplasm.