Because morphological features are subjective and not conducive to quantification, we used ACTA2, FAP, PDGFRB and NOTCH3 genes as markers to screen for CAFs in CRC samples via single-cell sequencing. Here, NOTCH3 is linked to colorectal carcinoma.