The violin plots demonstrate that genes including CTNV, FIB, GAB2, LAMP3, ST3GAL1 and ST3GAL5 exhibit distinct expression profiles, with tumour tissues showing markedly different expression distributions compared to normal controls. This evidence concerns the gene GAB2 and neoplasm.