sc-CAFs-NFs analysis revealed a significant increase in CAFs expression of 3 exiting marker genes (FAP, COL11A1 and POSTN) and 2 newly proposed markers (COL6A3 and MFAP2) in all tumor types we studied. Here, MFAP2 is linked to neoplasm.