SPP1 and cholangiocarcinoma: SPP1 was significantly upregulated in various malignancies, such as breast cancer, cholangiocarcinoma, glioblastoma, kidney carcinoma, pancreatic cancer, brain lower grade glioma, etc. (Figure 3D).