MMP1 and head and neck squamous cell carcinoma: By constructing stable HNSCC cell lines SAS and SCC15 with knocked-down SPHK1 through viral transfection, we discovered that knocking down SPHK1 reduced the mRNA and protein levels of MMP1 and PD-L1 in HNSCC (Figure 2J, K).