MMP1 and neoplasm: Overexpression of MMP1 levels was significantly associated with tumor size >5cm, grade III, presence of perineural invasion, and a worse T stage and was shown to be a good predictor for all of these clinicopathological variables according to the high AUC values (Figure S3).