When iCCA samples were stratified according to tumor grade, we showed that all SPL species were downregulated in EVs derived from both moderately- (G2) and poorly-differentiated (G3) tumors compared with NHC, except for Cer that was decreased in G2 samples only (Supplementary Fig. 4). Here, CBLN1 is linked to neoplasm.