Notably, ANK1, HSPA4, HSP90AB1, DNMT1, RPS27, FTL, NCL and A2M emerged as key molecular players, each previously implicated in CRC pathogenesis and progression. Here, NUCLEOLIN is linked to colorectal carcinoma.