In this study, we first analysed RNA sequencing data from four pairs of MIA and IAC with the same genetic background based on MPLC models and found that IAC tumours significantly activated the N-glycan biosynthesis signalling pathway, among which B4GALT1 was the most significantly differentially expressed gene. This evidence concerns the gene B4GALT1 and neoplasm.