In addition, several regulatory genes in the IL-17 signaling pathway, such as TNFAIP3, TRADD, and IKBKE, were also observed to be correlated with PD-1 and/or PD-L1 in one or more cohorts of breast cancer samples. Here, CD274 is linked to breast cancer.