One of the most aggressive forms of kidney cancer is renal cell carcinoma (RCC) with sarcomatoid changes and rhabdoid features (S/R). Adenosine produced via CD73 binds to adenosine 2 A receptor (A2AR) and suppress antitumor immunity. Here, we attempted to analyze the expression of CD73/A2AR in S/R RCC and examined its relationships with other immune microenvironments and prognostic effect. Sixty cases of S/R RCC were selected. CD73/A2AR expression levels were graded in the tumor cells or infiltrating immune cells on a score of 0-3 and divided into low (0 or 1) or high (2 or 3) groups. PD-L1 results were defined by the tumor proportion score (TPS). We counted the numbers of CD8+, FOXP3+, CD68+, and CD163+ immune cells. The rates of CD73/A2AR expression in epithelial component (23.3% and 15.0%) were lower than those in high-grade component (70.0% and 45.0%). CD73/A2AR were significantly correlated to high numbers of regulatory Tcells and macrophages of M2 subtype (CD73: P = 0.0059 and 0.0002; A2AR: P = 0.0002 and 0.018, respectively). Multivariate analysis showed that CD73/A2AR expressions were independent markers of unfavorable prognosis in S/R RCCs (P = 0.0204 and 0.0116, respectively). In RCC, the S/R component had higher expressions of CD73/A2AR than the epithelial component, and CD73/A2AR were independent prognostic factors. Compared with other RCCs, S/R RCCs are more effective at blocking adenosine signaling and CD73/A2AR inhibitors are expected to enhance the therapeutic efficacy and improve the prognosis of immune checkpoint inhibitor therapies.