The sequential cooperation of CD73+ HCC cells and CD39+ macrophages results in adenosine accumulation and suppression of CD8+ T cells and creates an immunosuppressive tumor microenvironment resistant to PD1 antibody. Here, CD8A is linked to neoplasm.