Although the abundance of IFN-γ in the TME has been widely recognized as a key mechanism that induces PD-L1 expression in tumor cells41, our results suggest that IFN-α could also be an important mechanism for PD-L1 induction in glycolysis-upregulated HNSCCs. Here, CD274 is linked to neoplasm.