Our study used scRNA-seq analysis to uncover the significant role of four specific genes (SFRP1, SFRP2, SFRP4, and MMP7) in the Wnt signaling pathway in CRC compared to normal tissue. Here, SFRP2 is linked to colorectal carcinoma.