This phenomenon has also been observed in other tumor types, such as clear cell renal cell carcinoma and hepatocellular carcinoma, where a co-occurrence of M2-polarized macrophages, regulatory T cells (Tregs), and elevated PD-1/PD-L1 expression has been reported. This evidence concerns the gene CD274 and hepatocellular carcinoma.