ASPH and gallbladder cancer: Correspondingly, high expression of ASPH significantly reduces the IL1 signaling pathway, complement signaling pathway and IFNII signaling pathway in the tumor microenvironment of gallbladder cancer (Supplementary Figures S2D-F).