Taken together, our study shows for the first time that an increased number of TILs and higher PD-L1 expression levels correlate with the unfavourable clinico-pathological parameters lymph node metastasis and high-grade transformation in AciCC. This evidence concerns the gene CD274 and metastatic malignant neoplasm in the lymph nodes.