ST3GAL1 and cancer: Specifically, related to this pathway, we observed down-regulation of genes such as b4galt3, st3gal1, and a notable 5-fold increase in b3gnt7 expression, a combination that is consistent with current metastasis literature in many cancer types (Chen et al., 2023; Xie et al., 2024).