MMP1 and tongue squamous cell carcinoma: To investigate whether MAPK family members are involved in the regulation of MMP1 by SPHK1, we performed gene set enrichment analysis (GSEA) of SPHK1 using RNA-seq data from fresh tumor tissues obtained from nine patients with tongue squamous cell carcinoma before immunotherapy.