ST8SIA1 and melanoma: Moreover, as the ganglioside pathway preferentially leads to GD3 expression through increased ST8SIA1 activity in highly advanced metastatic melanomas, such as MBM, the expression levels of GM3 and GM2 were decreased compared to LNM.