TFF3, TFF1, SELE, AHCY, LCN2, CEACAM5, and RETN are consistently upregulated across a variety of datasets and analyzes, which supports their crucial roles in the underlying mechanisms of colorectal cancer progression. Here, LCN2 is linked to colorectal cancer.