In the MMP1-knockdown cell lines SAS and SCC15, knocking down MMP1 reduced the mRNA and protein levels of PD-L1 in HNSCC cells without affecting the mRNA and protein levels of SPHK1 (Figure 2J, K). Here, MMP1 is linked to head and neck squamous cell carcinoma.