Furthermore, a single-cell transcriptomic analysis involving 14 pairs of iCCA tumors and non-tumor liver tissues classified iCCA into two subtypes according to the expression of S100P and SPP1 [40]. This evidence concerns the gene SPP1 and neoplasm.