HIF1A and MMP3: Previous studies have highlighted their roles in promoting invasion and metastasis in other squamous cell carcinomas or skin tumors [[38], [39], [40]], this study for the first time links both genes to the PI3K/AKT/mTOR signalling pathway and validates their expression changes via qPCR. Here, MTOR is linked to squamous cell carcinoma.