Key hub genes (Supplementary Fig. S20B) including CD68 [50] in BRCA, CD74 [51] in CRC and OVCA, and TIMP1 [52] in LUSC, played critical roles in immune-cancer cell interactions and tumorigenesis inhibition. Here, CD74 is linked to cancer.