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. Here, VCAM1 is linked to neoplasm.