In this study, we conducted an analysis and screening of potential core pathways, specifically the Glycosphingolipid pathway, and identified four core genes (SMPD1, GLTP, B3GALT4, and ST8SIA6) in colorectal cancer based on data analysis from relevant databases. This evidence concerns the gene SMPD1 and colorectal cancer.