KEGG enrichment analysis of abnormally expressed genes in the MMP1 differentially expressed group revealed that MMP1 was positively correlated with PD-L1 expression and PD-1 immune checkpoint-related signaling pathways in nine patients with tongue squamous cell carcinoma (Figure 2G). Here, MMP1 is linked to tongue squamous cell carcinoma.