To explore a potential correlation between VCAM1 expression and the ccRCC tumor microenvironment (TME), the proportion of tumor-infiltrating immune cell (TIC) subsets was determined, and eight types of TICs had different frequencies in VCAM1 high versus low tumors. This evidence concerns the gene VCAM1 and nonpapillary renal cell carcinoma.