MMRN1 and carcinoma: Our results indicated that risk score had a significant and positive correlation with the expressions of the majority of carcinoma associated fibroblast (CAF) signatures (Fig. 5B), as well as ECM-collagen and matrisome signatures (Fig. 5C, D).